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Server Quality Checklist

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  • Latest release: v1.14.3

  • Disambiguation3/5

    The tools follow a clear 'ebay_verb_noun' pattern, making each operation identifiable, but the large number (291) and similar CRUD patterns across many entities (e.g., multiple get/create/update/delete for campaigns, ads, keywords, etc.) can cause confusion for an agent not deeply familiar with the domain. Some tools like 'ebay_get_report' and 'ebay_get_report_task' have overlapping purposes.

    Naming Consistency5/5

    All tools use a consistent 'ebay_verb_noun' snake_case pattern. Verbs are typically action-oriented (create, get, update, delete, etc.), and nouns clearly indicate the resource. No mixing of conventions or inconsistent styles.

    Tool Count1/5

    With 291 tools, the surface is far too large for a single MCP server. This exceeds typical expectations (3-15) by an order of magnitude, making the server overwhelming and likely better split into multiple focused servers (e.g., marketing, inventory, fulfillment, etc.).

    Completeness4/5

    The tool set covers a vast range of eBay seller functionalities, including marketing, inventory, orders, disputes, notifications, shipping, and policies. However, there are a few decommissioned tools (e.g., 'ebay_get_listing_violations') that are documented as always failing, which creates dead ends. Overall, the coverage is extensive but not perfectly polished.

  • Average 3/5 across 281 of 291 tools scored. Lowest: 1.9/5.

    See the Tool Scores section below for per-tool breakdowns.

    • 21 of 21 community issues answered or closed in the last 6 months
    • 74 commits in the last 12 weeks
    • Last stable release on
    • No critical vulnerability alerts
    • No high-severity vulnerability alerts
    • No code scanning findings
    • CI is passing
  • This repository is licensed under MIT License.

  • This repository includes a README.md file.

  • No tool usage detected in the last 30 days. Usage tracking helps demonstrate server value.

    Tip: use the "Try in Browser" feature on the server page to seed initial usage.

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    {
      "$schema": "https://glama.ai/mcp/schemas/server.json",
      "maintainers": [
        "your-github-username"
      ]
    }

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How is the quality score calculated?

The overall quality score combines two components: Tool Definition Quality (70%) and Server Coherence (30%).

Tool Definition Quality measures how well each tool describes itself to AI agents. Every tool is scored 1–5 across six dimensions: Purpose Clarity (25%), Usage Guidelines (20%), Behavioral Transparency (20%), Parameter Semantics (15%), Conciseness & Structure (10%), and Contextual Completeness (10%). The server-level definition quality score is calculated as 60% mean TDQS + 40% minimum TDQS, so a single poorly described tool pulls the score down.

Server Coherence evaluates how well the tools work together as a set, scoring four dimensions equally: Disambiguation (can agents tell tools apart?), Naming Consistency, Tool Count Appropriateness, and Completeness (are there gaps in the tool surface?).

Tiers are derived from the overall score: A (≥3.5), B (≥3.0), C (≥2.0), D (≥1.0), F (<1.0). B and above is considered passing.

Tool Scores

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description fails to disclose any behavioral traits such as mutability, permissions, or output details. It merely restates the tool's basic function.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely brief, but under-specified. Lacks essential context; not efficient because it omits necessary details for correct use.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, no behavioral context, and no differentiation from similar tools. Incomplete for a tool with many siblings and no annotations to compensate.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema covers 100% of parameters, so baseline is 3. Description adds no additional meaning beyond 'marketplaceId' parameter, but schema already provides basic info.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states 'Get promotion summary report' which clarifies verb and resource, but does not differentiate from siblings like ebay_get_promotion_reports or ebay_get_promotions, which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines1/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. With many related report and promotion tools, this omission is critical.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description gives no behavioral context: no mention of read-only nature, required permissions, rate limits, or what triggers errors. This is a significant gap for a tool without annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely short (one sentence) but under-specified. It is not concise in a useful way; it omits critical information that would fit in a few more sentences.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With no output schema and no annotations, the description fails to explain what report metadata is returned, the data format, or any constraints. Given the complex eBay tool ecosystem, this is insufficient for effective tool selection.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (2 parameters), so baseline is 3. The description adds no extra meaning beyond the schema, but the schema descriptions themselves are poor ('channel optional endpoint parameter'). The description does not compensate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states verb+resource ('Get report metadata'), but is vague. It doesn't distinguish from sibling tools like ebay_get_report_metadata_for_report_type, so the agent cannot easily understand the exact scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines1/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives. There is no explanation of prerequisites, when to choose this over ebay_get_report or ebay_get_report_metadata_for_report_type.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description must disclose behavior but only says 'Setup quick campaign'. It does not mention authentication requirements, side effects (e.g., creation on eBay), idempotency, or return value. The agent lacks critical behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, but it is overly brief and omits essential details. Conciseness should not come at the expense of clarity; here, the agent is left underinformed.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations, no output schema, and a nested input schema, the description is severely incomplete. It does not explain the tool's purpose in the campaign lifecycle, what constitutes a 'quick' setup, or what the tool returns (e.g., campaign ID). The agent has insufficient information to decide when and how to use this tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3, but the description adds no parameter-level information. It does not explain the purpose or constraints of the nested fields (e.g., campaignName, marketplaceId), leaving the agent without helpful beyond-schema context.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose2/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Setup quick campaign through the eBay Marketing API' provides a vague verb and resource, but fails to clarify what distinguishes a 'quick campaign' from regular campaigns. Sibling tools like ebay_create_campaign are similar, and no differentiation is offered.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_create_campaign or ebay_launch_campaign. There is no context for prerequisites, exclusions, or typical use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only repeats the tool name, offering no information about read-only nature, authentication needs, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, but it is under-specified rather than concise. It fails to convey necessary information within a compact structure.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (nested objects, no output schema, many siblings), the description is completely inadequate. It provides no context on return values, filtering, or how to use the specification field effectively.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    While the input schema has 100% description coverage, the tool description adds no value in explaining the complex nested parameters or how to construct the specification object. Schema descriptions are present but the tool description does not help interpret them.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states it 'gets compatibilities by specification', which indicates the action and resource, but it doesn't specify what type of compatibilities (e.g., automotive parts) and fails to distinguish from sibling tools like ebay_get_product_compatibilities.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidance is provided. The description does not indicate when to use this tool versus other compatibility-related tools such as ebay_get_compatibility_property_names or ebay_get_product_compatibilities.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description must disclose behavioral traits. It only states 'Get promotions' with no information on side effects, required permissions, or response structure. This is insufficient for safe tool invocation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is one sentence, but it is under-specified. Conciseness should not sacrifice completeness; here, critical details are omitted.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 7 parameters, no output schema, and no annotations, the description is severely lacking. It does not explain return values, filtering, pagination, or how to interpret results, leaving the agent blind.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Although schema coverage is 100%, the schema descriptions are generic (e.g., 'q optional endpoint parameter') and do not explain semantics. The tool description adds no further meaning, so it fails to compensate for vacuous parameter documentation.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get promotions', which is a verb+resource. However, it does not differentiate from sibling tools like ebay_get_item_promotion or ebay_get_promotion_reports, which also retrieve promotion data. The phrase 'through the eBay Marketing API' is redundant and adds no specificity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, filters, or exclusions, leaving the agent without context for selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and description does not disclose behavioral traits like state changes, irreversibility, or required permissions. 'Confirm' implies a mutation, but effects are unexplained.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely short (5 words) but under-specified. Lacks essential details, making it insufficient rather than concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Tool has one parameter, no output schema, and no annotations. Description is too minimal to be complete—missing side effects, return values, and prerequisites.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Single parameter 'packageId' has 0% schema description coverage, and the description does not clarify its meaning, format, or how to obtain it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states 'Confirm a package for shipping', giving a specific verb and resource. However, it does not differentiate from sibling tools like 'ebay_bulk_confirm_packages' or 'ebay_create_package'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives, such as prerequisites (package must exist, state requirements) or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose any behavioral traits such as idempotency, rate limits, error conditions, or whether it is a read-only operation. Annotations are absent, so the description carries the full burden but fails to provide any such context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence), but it is under-specified. It lacks front-loaded essential information and omits details that would be useful for an agent.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has three optional parameters and no output schema, the description is woefully incomplete. It does not explain return values, parameter selection criteria, or any usage context beyond a vague purpose.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema provides generic descriptions for each parameter (e.g., 'listingId optional endpoint parameter'), and the tool description adds no additional meaning. It does not clarify how the parameters relate to 'ad reference' or how they should be used together.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states the verb 'Find' and the resource 'campaign by ad reference', which distinguishes it from sibling tools like ebay_get_campaign_by_name. However, 'ad reference' is ambiguous and not explicitly defined in terms of the parameters.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., ebay_get_campaign_by_name, ebay_get_campaigns). There is no mention of prerequisites or typical use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and description gives no behavioral details (e.g., what data is returned, limits, prerequisites). Only restates the name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely minimal – only 4 words. While concise, it lacks sufficient information to be useful, crossing into under-specification.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (nested parameters, many sibling tools, no output schema), the description is woefully incomplete and does not help the agent understand what the tool does or how to use it.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and well-documented, so description adds no extra meaning. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    States verb 'Get' and resource 'product compatibilities', but does not differentiate from sibling tool 'ebay_get_product_compatibility' (singular). The plural implies multiple results, but not explicit.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus related tools like ebay_get_compatibilities_by_specification or ebay_get_product_compatibility.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral transparency. It only says 'through the eBay Marketing API', which is trivial. No mention of idempotency, rate limits, data mutability, or what happens when no suggestions are available.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but overly vague. It fails to earn its place by providing meaningful information beyond the tool name.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description is severely incomplete given the absence of annotations and output schema. It does not explain the return value, error conditions, or how the suggestion is computed. The nested parameter structure is left unclarified.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The description adds no parameter-level guidance. The schema has a single parameter 'request' with a generic description that echoes the tool purpose. Nested fields 'listingIds' and 'marketplaceId' lack descriptions, and the tool description does not explain their semantics or valid values.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it suggests max cpc via the eBay Marketing API. The verb 'suggest' and resource 'max cpc' are specific, and the name distinguishes it from sibling suggest tools (e.g., suggest_bids, suggest_keywords). However, it could be more explicit about what 'max cpc' means and for which entities.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus other suggestion tools like ebay_suggest_budget or ebay_suggest_bids. The description does not provide context about prerequisites, typical use cases, or alternatives.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden of behavioral disclosure. It only states 'Create', implying mutation, but does not disclose required permissions, side effects, idempotency, or expected behavior. This is insufficient for safe invocation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence), which is good for readability, but it lacks essential details. It is front-loaded with the purpose, but the brevity comes at the cost of completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of annotations, output schema, and parameter details, the description is far from complete. An agent cannot infer the required body structure, response format, or potential errors, making successful invocation unlikely.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has a single parameter 'body' with no defined properties (additionalProperties: true) and 0% schema coverage. The description does not add any information about the structure or required fields of the body, leaving the agent without guidance.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Create' and the resource 'address preference', and specifies the scope 'for international shipping'. It distinguishes from siblings like 'get_address_preferences' by indicating a write operation. However, the term 'address preference' is not further explained, which may cause ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as 'ebay_get_address_preferences' or other creation tools. There is no mention of prerequisites, context, or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must carry the full burden of behavioral disclosure. It only says 'Create' which implies mutation, but provides no details on idempotency, overwrite behavior, side effects, or required permissions. This is a significant gap for a creation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but lacks structure. It could benefit from additional sentences or bullet points to cover parameter details and behavioral context while remaining concise. Currently, it under-specifies.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of a creation tool with a freeform body and no output schema or annotations, the description is severely incomplete. It does not explain return values, error conditions, prerequisites, or how to interact with related tools like ebay_get_consign_preferences. The agent cannot reliably use this tool based solely on this description.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has one parameter 'body' which is a freeform object with no defined properties (schema description coverage 0%). The description adds no meaning about what fields the body should contain, how to structure it, or any constraints. This leaves the agent completely uninformed about how to populate the parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Create') and the resource ('consign preference for international shipping'). It is specific enough to distinguish from siblings like ebay_get_consign_preferences. However, it does not explain what a consign preference is, which would be helpful for complete clarity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. The description does not indicate when to use this tool versus alternatives, nor does it mention any prerequisites or conditions. The agent is left to infer context from the sibling list.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden. It only says 'Get campaigns' without mentioning side effects, authentication, rate limits, or pagination. Minimal behavioral disclosure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is one sentence but under-specified. It lacks substance and does not earn its place by providing useful information beyond the tool name.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 9 parameters, no output schema, and many sibling tools, the description is far from complete. No information on return values, pagination, or how to effectively use the parameters.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% but parameter descriptions are generic ('limit optional endpoint parameter'), adding no meaning beyond the schema. The tool description does not explain any parameters or their usage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get campaigns' which indicates the verb and resource, but it does not differentiate from sibling tools like ebay_get_campaign (singular) or ebay_get_campaign_by_name. It lacks specificity about what kind of campaigns or the scope of results.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus other campaign retrieval tools. No context on prerequisites, exclusions, or alternatives is given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully convey behavioral traits. It only states 'Get shipping labels' with no details on limitations, required permissions, rate limits, or error handling.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, so it is concise. However, it lacks structure and additional details that would be expected for completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations, no output schema, and 0% parameter coverage, the description is woefully incomplete. It does not explain inputs, outputs, or constraints.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, yet the description adds no meaning to the three parameters (pageSize, printPreference, trackingNumbers). The description fails to explain their roles or format.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'shipping labels for packages'. It distinguishes from sibling tools like ebay_get_bundle_label and ebay_get_handover_sheet, though it lacks specifics on scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, nor any exclusions or prerequisites. The description is absent of any usage context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description should disclose behavioral traits. It does not mention any side effects, authentication requirements, rate limits, or error handling (e.g., invalid tracking number). This is a significant gap.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence) but lacks crucial information. While brevity is positive, this case borders on under-specification. A 3 is given for being short but not optimally informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With no output schema, no annotations, and minimal description, the tool is severely incomplete. The agent needs to know what tracking details are returned (e.g., status, location, timestamps) and how to handle errors, none of which is covered.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has a single parameter 'trackingNumber' with 0% description coverage, and the tool description adds no additional meaning. The agent receives no help on what the parameter represents or its format.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get tracking information for packages' clearly states the tool's verb (get) and resource (tracking information). It distinguishes itself from sibling tools like order or inventory tools, though no explicit differentiation is made.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, no prerequisites, and no mention of when not to use it. The description provides no context for invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description gives no behavioral details beyond the bare action. There is no mention of side effects (e.g., whether opting in is reversible), required permissions, or what happens if already opted in. With zero annotations, this is a critical gap.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The single sentence is too sparse; it is under-specified rather than concise. While short, it fails to convey essential information, making it wasteful in a different sense.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's nature (a mutation with nested parameters and no output schema), the description is severely incomplete. An agent needs to know program options, opt-in effects, and how to interpret responses; none of this is provided.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema is fully covered (100%), but the description adds nothing beyond the schema's minimal 'Program opt-in request'. The meaning of 'programType' is not clarified (e.g., valid values), leaving the agent with insufficient semantic depth.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description explicitly states the action ('Opt-in') and the resource ('seller program'), making the purpose clear. However, it does not elaborate on the types of programs, which could help distinguish from siblings like 'ebay_opt_out_of_program'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as 'ebay_opt_out_of_program' or 'ebay_get_opted_in_programs'. The agent receives no context about prerequisites or preferred scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only says 'bulk update ads status' without detailing behavioral traits like idempotency, side effects, or error handling.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is under-specified and insufficient; lacks necessary detail for correct usage.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given complexity (nested object, many siblings, no output schema, no annotations), description is completely inadequate for an agent to use correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for both parameters, but description adds no additional meaning beyond what's in the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states 'Bulk update ads status' which is a specific verb+resource, but doesn't distinguish from sibling tools like ebay_bulk_update_ads_status_by_listing_id. Lacks scope clarity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. No prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description does not disclose behavioral traits such as what fields are duplicated, whether the operation is destructive or reversible, or any side effects. The phrase 'create a duplicate' is vague without additional context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely short (6 words) but lacks necessary detail. Conciseness should not sacrifice clarity; here it is under-specified and fails to provide value beyond a tautology of the tool name.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With many related package tools and no output schema, the description fails to explain what a 'package' is in this context, what the result looks like, or how it differs from other operations. It is not complete enough for effective tool selection.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 0% and the description provides no explanation for the 'packageId' parameter. The agent has no way to know what value to provide or how it identifies the package to clone.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses a specific verb 'clone' and resource 'package', clearly indicating it creates a duplicate. It distinguishes from sibling tools like 'create_package' or 'get_package' by using 'clone' rather than 'create', though it does not elaborate on what 'clone' entails.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives like 'create_package' or 'get_package'. The description does not specify context, prerequisites, or exclusions, making it difficult for an agent to decide appropriately.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It only states the purpose but fails to disclose behavioral traits like what the bundle consists of, required permissions, side effects (e.g., packages are grouped), or how the output is used later. This is insufficient for a tool that creates a composite entity.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, but it sacrifices informativeness for brevity. It omits crucial details about parameters and behavior, making it under-specified rather than concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (1 parameter with unknown structure, no output schema, no annotations), the description is severely incomplete. An agent cannot confidently use this tool without more information about the request body format and expected outcome.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has one parameter 'body' with no defined properties (additionalProperties: true) and 0% schema description coverage. The description does not elaborate on what the body should contain (e.g., list of package IDs, shipping details), leaving the agent completely in the dark about how to construct the request.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Create a bundle of packages for international shipping', which clearly identifies the verb (create), resource (bundle of packages), and context (international shipping). It distinguishes this tool from related siblings like ebay_create_package (creates a single package) and ebay_get_bundle (retrieves a bundle).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like ebay_create_package or when not to use it. There is no mention of prerequisites, such as needing to create packages first, or scenarios where this tool is appropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It only states the function without detailing side effects, required permissions, or the nature of the package (e.g., whether it involves line items, confirmation, or shipping details).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    While the description is very short, it fails to convey essential information. Conciseness is achieved at the expense of clarity and completeness, making it insufficient for proper tool selection and invocation.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the high number of sibling tools and the complexity of eBay shipping operations, the description is critically incomplete. No output schema is provided, and the parameter schema is opaque, leaving the agent without necessary context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The only parameter 'body' is an untyped object with no defined properties and schema coverage of 0%. The description adds no information about what the 'body' should contain, leaving the agent completely in the dark.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('Create') and resource ('a package') with a specific context ('for international shipping'). This distinguishes it from related tools like ebay_clone_package or ebay_confirm_package, though it does not explicitly differentiate from them.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_clone_package or ebay_confirm_package. There is no mention of prerequisites, prerequisites, or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description carries the burden. It only states 'Create', implying a mutation, but no details on side effects, auth requirements, or expected behavior. No output schema provided.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Although brief (7 words), it is underspecified and does not earn its place. It could be expanded to include key details without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complex nested input schema, lack of annotations, and no output schema, the description is completely inadequate. It fails to provide essential context for effective tool invocation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    With 0% schema description coverage, the description must explain parameters. It does not describe the complex 'policy' object or its nested fields at all, leaving the agent with no understanding of what to provide.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Create' and the resource 'payment policy', distinguishing it from sibling tools like get, update, delete. However, it lacks context on what a payment policy is or its scope (e.g., eBay listings).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, no prerequisites or context provided. The description is purely functional without any decision-making support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose any behavioral traits. It lacks information on side effects, required permissions, rate limits, or what the response contains. Since no annotations are provided, the description carries the full burden but fails to provide any transparency beyond the bare operation name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise. However, it is too brief to be informative and essentially restates the tool name. Brevity without substance does not earn a higher score.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of an output schema, the description should hint at the return format or data structure. It does not. Additionally, with many sibling tools, more context about the inventory reference concept and how this tool fits into the workflow is missing.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Although schema coverage is 100%, the parameter descriptions are tautological (e.g., 'campaignId required endpoint parameter') and add no meaning beyond the name and requirement. The tool description does not compensate by explaining what each parameter represents or how they relate to the inventory reference concept.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb and resource: 'Get ads by inventory reference'. This distinguishes it from sibling tools like ebay_get_ads (which might retrieve all ads) and ebay_bulk_create_ads_by_inventory_reference (which creates). However, it does not explain what an 'inventory reference' is, leaving some ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_get_ads, ebay_get_campaign_by_name, or the bulk creation tools. There is no mention of use cases, prerequisites, or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden of behavioral disclosure. The description only says 'Get notification configuration' with no details on side effects, permissions, rate limits, or response behavior. This is insufficient for an AI agent to understand the tool's impact.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at three words, but it lacks substantive information. While there is no waste, the conciseness comes at the expense of clarity and completeness. It is not front-loaded with key details.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (no parameters, no output schema), the description still feels incomplete. It does not explain what the notification configuration covers, how to interpret the result, or any related context. An agent would likely need additional information to use it correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are no parameters, and the input schema is an empty object (100% coverage). According to the rubric, high schema coverage yields a baseline of 3. The description does not add any parameter-level meaning, but no additional info is needed for parameters.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get notification configuration', which indicates a read operation on a configuration resource. However, it does not specify what is included in 'notification configuration' or how it differs from sibling tools like 'ebay_get_notification_subscription' or 'ebay_get_notification_destination'. The purpose is broadly clear but ambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, typical use cases, or when other notification-related tools might be more appropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states 'Translate listing text' with no information about side effects, authentication requirements, rate limits, or whether the operation is read-only or mutating. This is a significant gap.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely short (3 words), but this is not conciseness—it is under-specification. It fails to provide essential information that would fit in a few more sentences, making it insufficiently informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the tool (4 parameters, no output schema, no annotations), the description is completely inadequate. It does not explain what the text is translated to/from, the expected format of input text, or what the output looks like. An agent would be unable to use this tool correctly based on the description alone.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 4 parameters with 0% description coverage in the schema itself. The description does not explain any of the parameters (to, from, text, translationContext), leaving their purpose and format entirely unclear.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Translate listing text' uses a specific verb and resource, clearly indicating the tool's function. Among the many sibling tools (e.g., ebay_create_report_task, ebay_update_offer), this tool uniquely focuses on translation, so it is well-distinguished.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description gives no guidance on when to use this tool versus alternatives, nor any exclusions or prerequisites. While no sibling tools directly overlap in function, the description does not provide any context for appropriate usage scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden. It only says 'Update' but omits any behavioral traits: effect on existing bids, idempotency, permissions, return value, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise, but it lacks substance. It is under-informative rather than efficiently informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a mutation tool with 3 parameters and no output schema, the description is incomplete. It does not explain what the bid update entails, expected response, or how it fits into the advertising workflow.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (all parameters have descriptions), so baseline is 3. The description adds no meaning beyond the schema, which itself is generic (e.g., 'adId required endpoint parameter'). The nested 'bidPercentage' has no description.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Update bid through the eBay Marketing API' identifies the resource (bid) and action (update), but 'bid' is ambiguous among sibling tools like ebay_update_ad_group or ebay_update_campaign_budget. It does not differentiate from bulk bid update tools or specify what kind of bid.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., bulk bid update tools). No prerequisites, context, or exclusions provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description states 'Delete', implying a destructive action, but provides no details on side effects, reversibility, or required permissions. With no annotations, this minimal disclosure is insufficient for safe invocation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise (one sentence), but overly terse. It sacrifices necessary detail for brevity, making it minimally adequate but not well-structured.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of a bulk delete operation, the description lacks essential context such as maximum package count, identifier format, and output expectations. The high number of siblings increases the need for clarity, which is absent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'body' is an untyped object with additionalProperties true, and the description adds zero information about its expected structure. With 0% schema coverage, the description fails to help the agent construct valid input.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete multiple packages in one request' clearly identifies the tool's action (delete) and resource (multiple packages), distinguishing its bulk nature from single-package operations like ebay_delete_package.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_delete_package (single) or ebay_bulk_cancel_packages. The description lacks context for choosing between similar operations.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden for behavioral disclosure, but it only states 'bulk migrate'. It does not mention whether original listings are modified or deleted, if the operation is synchronous, or any error handling behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    At six words, the description is extremely concise but omits critical information. It prioritizes brevity over clarity, resulting in under-specification.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations, no output schema, and a single undocumented parameter, the description is severely incomplete for a bulk migration operation. Users need details on prerequisites, side effects, and the structure of the request body.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema coverage is 100% with one parameter 'body', but the description merely repeats the parameter name as 'Generated BulkMigrateListing request body', adding no semantic detail beyond the schema. The agent gains no insight into what the body should contain.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses the verb 'migrate' and specifies the resource 'listings to the inventory model', which clearly indicates the tool's action and distinguishes it from create/revise/end listing tools. However, 'migrate' could be more explicit about the conversion process.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    There is no guidance on when to use this tool versus alternatives like ebay_create_listing or ebay_revise_listing. No prerequisites or scenarios are described, leaving the agent to infer usage context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; the description is minimal, not disclosing behavioral aspects such as side effects, permissions, synchronicity, or expected response. A creation tool requires more transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no fluff, but it lacks essential information that would justify its length. It is appropriately sized but incomplete.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested object, required fields, no output schema), the description fails to provide sufficient context. It does not explain what a custom policy is or how it differs from other policy types, and the lack of output schema information leaves ambiguity.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, and the description adds no information about parameters. The nested 'policy' object with required fields is not explained, leaving the agent uninformed.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb and resource: 'Create a new custom policy'. However, it does not differentiate from sibling tools like ebay_create_fulfillment_policy or ebay_create_return_policy, which also create policies but of different types.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool over alternatives or prerequisites. With many sibling policy creation tools, explicit usage context is missing.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Description entirely omits behavioral traits such as idempotency, authorization needs, side effects, or error conditions. Since no annotations are present, the burden falls entirely on the description, which fails to disclose anything.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence but is under-specified. It is concise but fails to include necessary information, thus not earning its place.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a creation tool with no output schema and many related siblings, the description is severely incomplete. It lacks details on request body structure, validation rules, and expected outcomes.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema documents both parameters adequately. The description adds no additional meaning or context beyond what the schema provides, meeting baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Create an inventory location' clearly states the action and resource. It distinguishes from sibling tools that update or delete locations, though it does not explicitly differentiate from other create tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool vs alternatives, prerequisites, or constraints. Agents have no context for correct invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of behavioral disclosure. It only states the action 'Create', implying mutation, but does not reveal whether the operation is idempotent, what happens if a subscription with the same topicId/destinationId exists, or any authentication or rate limit considerations. The description is insufficient for an agent to understand side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but under-specified. It lacks structure and fails to provide any additional context that would help an agent use the tool correctly. More information could be added without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (4 parameters, nested objects, no output schema, no annotations), the description is very incomplete. It does not explain the purpose of each parameter, how the subscription is used, or what the expected response is. An agent would need to infer too much from the tool name and schema alone.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 75%, meaning most parameters already have descriptions in the schema (e.g., status, topicId, destinationId). The tool description adds no additional meaning beyond what the schema provides. For the nested payload object, the schema describes format, schemaVersion, deliveryProtocol. The description does not compensate for the remaining 25% undocumented parameters.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Create a notification subscription', which is a specific verb+resource. It distinguishes 'create' from sibling update/delete/get operations, but it is essentially a tautology of the tool name. It adds no additional context about what a notification subscription entails or how it differs from other subscription-related tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. The description does not indicate when to create a subscription versus when to update or delete one. It also does not mention any prerequisites, such as the need for a destination endpoint or topic to exist first. This lack of guidance could lead to incorrect tool selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description must disclose all behavioral traits. It fails to mention what happens to associated items, whether deletion is reversible, or any side effects. The single sentence is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    While the description is very short, it is under-specified for the complexity of a deletion operation. Conciseness should not come at the cost of missing critical information needed for safe invocation.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool is simple with one parameter and no output schema, but the description still fails to provide necessary context about the effects of deletion, error conditions, or any required preconditions. A more complete description would include consequences and constraints.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 100% coverage for the single parameter (inventoryItemGroupKey), so the baseline is 3. The description adds no additional meaning beyond the schema's own description of the parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('delete') and the resource ('inventory item group'), making the purpose immediately understandable. However, it does not differentiate this tool from similar sibling tools like ebay_delete_inventory_item or ebay_create_or_replace_inventory_item_group.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool or when to avoid it. There is no mention of prerequisites, such as whether the item group must be unpublished before deletion, or any alternative tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description only says 'Delete', which implies a destructive operation. It does not disclose whether the deletion is reversible, what happens to associated data, or any required permissions. The description fails to add behavioral context beyond the inherent meaning of 'delete'.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence but is under-specification; it is too minimal to be helpful. While concise, it fails to provide necessary context, making it insufficient for the agent to understand the tool's behavior.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of annotations and output schema, the description is the sole source of context. It is too brief to fully inform the agent about the tool's behavior, especially as a mutating operation. The tool is simple, but the description does not cover side effects or return behavior.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 0% description coverage for the parameter 'packageId'. The description merely says 'by ID', adding no meaningful explanation of what a package ID is, how to obtain it, or its format. The agent gets no additional value from the description beyond the parameter name.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Delete) and resource (a package) and identifies by ID. However, it does not elaborate on what deletion entails (e.g., permanent vs reversible), which could be inferred but not explicit. It distinguishes from sibling tools like cancel_package and clone_package by using 'delete'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as cancel_package or bulk_delete_packages. No prerequisites or side effects are mentioned, leaving the agent to rely solely on the tool name.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description must carry the full burden of behavioral disclosure. It only says 'Get actual costs' which implies read-only, but doesn't clarify if it requires shipped status, what costs are included (e.g., shipping, taxes), or any side effects. This is insufficient for a tool with no annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one sentence, which is efficient but lacks necessary detail. It's front-loaded but at the cost of completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 3 parameters, no output schema, and no annotations, the description is incomplete. It doesn't specify what constitutes 'actual costs', how to specify date ranges or tracking numbers, or what response format to expect.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 3 parameters with 0% schema description coverage. The description provides no explanation of the parameters (trackingNumbers, transactionEndTime, transactionBeginTime) or how they should be used. The agent has no help understanding what values to provide.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it retrieves actual costs for shipped packages. The verb 'Get' and resource 'actual costs' are specific, and the tool name distinguishes it from related tools like ebay_get_tracking. However, it doesn't explicitly differentiate from siblings within the description itself.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., ebay_get_tracking, ebay_get_package). No prerequisites, time context, or when-not-to-use advice is provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, and the description does not disclose any behavioral traits such as read-only nature, required permissions, or side effects. The agent cannot infer behavior beyond the name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence but is under-specified. It is not front-loaded with key details; it omits important scoping information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema is provided, and the description does not explain what the tool returns. Given the complexity of the input and many sibling tools, the description is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Input schema coverage is 100%, so parameters are described in the schema. However, the description adds no additional meaning or usage hints for complex structures like propertyFilters.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get compatibility property values' specifies a verb and resource, but it is vague and does not differentiate from siblings like ebay_get_compatibility_property_names or ebay_get_multi_compatibility_property_values. It lacks clarity on what exactly 'compatibility property values' means.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. With many compatibility-related sibling tools, the agent has no basis to choose this one.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose any behavioral traits beyond the action. It fails to mention authentication, rate limits, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but lacks structure and detail. It under-specifies the tool's purpose and behavior.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of annotations, output schema, and parameter descriptions, the description is severely incomplete. It does not explain what a handover sheet is or what the response contains.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The only parameter 'trackingNumbers' is not described beyond its schema. With 0% schema description coverage, the description adds no meaning over the raw schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get' and the resource 'handover sheet for packages'. However, among many sibling tools with similar 'get' prefixes, it does not differentiate itself from tools like ebay_get_tracking or ebay_get_labels.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    There is no guidance on when to use this tool versus alternatives. No context about prerequisites or conditions is provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description gives no behavioral insights beyond the implied read-only nature. Missing details on authentication requirements, rate limits, or whether it has side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, concise, but lacks essential information. Not overly verbose, but under-specified.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Tool has 2 parameters and no output schema. Description does not explain what constitutes a shipping service, how results are formatted, or any constraints. Incomplete for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Description does not mention the two parameters (limit, offset). With 0% schema coverage, the description must compensate, but it fails to add any meaning to the parameter semantics.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states it retrieves available shipping services for international shipping. It is specific about the resource and scope, but does not explicitly differentiate from sibling tools like ebay_get_shipping_policies.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as ebay_get_shipping_policies or ebay_get_fulfillment_policies. Lacks any context about prerequisites or suitable scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It mentions 'Launch campaign through the eBay Marketing API' but does not disclose side effects (e.g., campaign state change, budget activation), permissions required, or whether the action is reversible. Lacks behavioral detail expected for a launch/mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely short (one sentence), but lacks structure or details. It is not overly verbose, but conciseness without substance is not beneficial. Could be improved with a brief sentence on usage context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations, no output schema, and many related campaign tools, the description is severely incomplete. It does not cover prerequisites, return behavior, or how 'launch' differs from other campaign actions. Minimal viable information.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% for the single parameter, but the parameter description in the schema only says 'campaignId required endpoint parameter', which adds no meaning. The tool description does not explain what campaignId refers to or any constraints (e.g., must be a created campaign ID). Baseline 3 with high coverage, but description adds zero value, so reduced.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states a specific verb and resource ('Launch campaign'), which is clear. However, it does not distinguish this tool from siblings like 'ebay_create_campaign' or 'ebay_resume_campaign', leaving ambiguity about what 'launch' entails versus similar actions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., create, pause, resume). No context on prerequisites (e.g., campaign must already exist) or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description must fully disclose behavior. It only says 'suggest bids,' without explaining what 'suggest' entails (e.g., whether it returns one or multiple suggestions, if it modifies data, or requires specific permissions).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise but at the expense of necessary detail. It omits context, usage, and behavioral information, making it under-specified rather than efficiently concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complex input schema with nested objects and no output schema, the description is completely inadequate. It fails to explain the request structure, what the suggestion depends on, or any operational context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema documents all parameters. The description adds no additional parameter meaning beyond what's in the schema, resulting in a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool suggests bids via the eBay Marketing API. However, it does not differentiate from sibling tools like ebay_suggest_budget or ebay_suggest_keywords, which also suggest various campaign elements.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidance is provided. The description lacks any indication of when to use this tool over alternatives, such as for bid optimization vs. budget or keyword suggestions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It only says 'Suggest items' without mentioning side effects, permissions, rate limits, or response format. This is insufficient for a tool with no annotation coverage.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at one sentence, but it is under-specified and lacks structure. It is not overly long, but the brevity results in missing crucial information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the eBay API and the large number of sibling tools, the description is severely incomplete. It fails to explain the tool's functionality, response, or relationship to other tools. No output schema exacerbates the gap.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already documents parameters. The description adds no additional meaning beyond the schema's basic parameter descriptions.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states the verb 'suggest' and resource 'items' but is vague about what 'suggest items' means. It does not differentiate from sibling tools like ebay_find_eligible_items or ebay_suggest_keywords. The purpose is unclear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives. The description is too short to provide context for usage decisions among many similar sibling tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only says 'Update campaign identification' without disclosing side effects, required permissions, rate limits, or what exactly gets updated. The burden falls entirely on the description, which is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, but it is underspecified. While concise, it fails to provide necessary details, making it more of a placeholder than a helpful explanation.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that this is a mutation tool with no output schema, no annotations, and many similar sibling tools, the description is incomplete. It lacks information about return values, error cases, and practical usage context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so baseline is 3. The schema descriptions are minimal (e.g., 'campaignId required endpoint parameter'), and the tool description adds no extra meaning. The request object only contains campaignName, but the description doesn't clarify its role.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Update campaign identification' which is a verb+resource pair, but it is vague about what 'identification' means (e.g., campaign name or ID). It does not distinguish from many other update tools among siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus other update tools (e.g., ebay_update_campaign_budget, ebay_update_item_promotion). There are no prerequisites or contextual hints.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully cover behavioral traits. It only states a vague 'confirm' without explaining side effects, state changes, authentication needs, or limitations. For a mutation tool, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is one short sentence, which is concise but sacrifices necessary detail. It fails to earn its place by omitting critical information about the tool's usage.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complex input schema with no parameter descriptions, no output schema, and the tool being a bulk mutation, the description is severely incomplete. It does not enable an agent to use the tool effectively.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The only parameter 'body' is a free-form object with schema coverage 0%. The description offers no hint about its expected structure, required fields, or format. The agent has no guidance on constructing a valid request.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Confirm'), the resource ('multiple packages'), and the scope ('in one request'), effectively distinguishing it from the single-package sibling 'ebay_confirm_package'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this bulk version versus the single-package tool, no prerequisites or conditions mentioned. The description only implies usage through the name and bulk indication.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description discloses no behavioral traits. It does not mention idempotency, partial failure handling, rate limits, or required permissions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Very concise (4 words), but lacks structure. It is a simple phrase rather than a well-formed description. Could be more informative without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, so description should clarify return values. It does not. Given the large set of siblings, more context on bulk behavior is needed for complete understanding.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with one parameter 'body'. The description adds minimal value beyond the schema's 'Generated BulkEbayOfferDetailsWithKeys request body'. Baseline 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Bulk create multiple offers' states the basic action (create) and resource (offers) but is vague. It does not define what an offer is in this context or differentiate from ebay_create_offer (singular) or bulk_publish_offer.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. No prerequisites, limitations, or conditions for use are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided and description does not disclose behavioral traits like authentication needs, side effects, or whether the tool is read-only or destructive. The mere mention of 'create' implies mutation but lacks context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely brief (one short sentence), but this brevity sacrifices necessary information. It is not front-loaded with key details beyond the basic purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (no output schema, one parameter with no structure, no annotations), the description is woefully inadequate, lacking return value, error handling, or parameter guidance.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0% and the description provides no details about the 'body' parameter structure or required fields. The parameter is a black box.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb (create), resource (complaint), and context (international shipping). It distinguishes from sibling tools as no other complaint creation tool is present.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. No mention of prerequisites or when not to use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden of behavioral disclosure. It only says 'Create', but does not describe side effects, whether verification is needed, or what happens upon successful creation. The schema includes a verification token, but this is not mentioned in the description.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at one sentence, but it sacrifices necessary information. While concise, it does not earn its place as it provides no value beyond the tool name.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested input object, no output schema, no annotations), the description is insufficient. It does not explain what a notification destination is, what the response contains, or how to verify creation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has descriptions for all parameters (name, status, deliveryConfig with nested fields), so schema coverage is high. The tool description adds no additional meaning beyond the schema. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Create a notification destination', which clearly indicates the verb (create) and resource (notification destination). However, it does not differentiate from sibling tools that also create other resources (e.g., ebay_create_notification_subscription, ebay_create_report_task), so it lacks specificity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, required prior steps (e.g., setting up an endpoint), or how it relates to notifications and subscriptions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It discloses a destructive action but fails to mention side effects, prerequisites, or whether the operation is reversible. For a mutation tool, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (3 words) but lacks structure. While efficient, it could include additional context without becoming verbose. It is not well-structured for quick comprehension.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity (1 param, no output schema, no annotations), the description is incomplete. It does not explain what constitutes an 'offer', how to obtain the offerId, or what the result of deletion is. More context is needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 100% coverage for the single parameter 'offerId', and the description adds no extra meaning beyond 'The offer ID'. Baseline 3 is appropriate as the schema does the work.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete an offer' is clear but minimal. It restates the tool name without adding nuance or differentiating from siblings like ebay_withdraw_offer or ebay_end_listing. A more specific verb-resource combination would improve clarity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. The sibling list includes many offer-related tools (e.g., ebay_withdraw_offer, ebay_delete_item_promotion) but the description offers no context on when deletion is appropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description only states the basic function. It does not disclose whether the operation is read-only, requires authentication, or any side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence), but it omits critical information about parameters and behavior. It is under-specified rather than appropriately concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given two undocumented parameters and no output schema or annotations, the description is incomplete. The agent lacks sufficient context to use the tool correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, and the description does not explain the 'limit' and 'offset' parameters. These are likely for pagination, but the agent gets no hint of their purpose.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb 'Get', resource 'available shipping agents', and scope 'for international shipping'. It is specific and distinguishes from sibling tools like ebay_get_services or ebay_get_dropoff_sites.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool, prerequisites, or alternatives. The description does not help the agent decide between this and other shipping-related tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description only indicates a read operation ('get'), but does not disclose behavioral traits like required permissions, rate limits, or return format. With zero annotation coverage, the description carries the full burden and is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (3 words), which is concise but sacrifices necessary detail. It is minimally structured but not wasteful.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 3 required parameters and no output schema, the description should explain what the tool returns or the purpose of the metrics. The current description is too sparse to fully understand the tool's functionality.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already documents each parameter. The description adds no additional meaning beyond the parameter names (e.g., 'customerServiceMetricType'). Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get customer service metrics' identifies a verb and resource, but is vague. It does not specify what types of metrics or how they relate to other tools like ebay_get_seller_standards_profile or ebay_get_feedback.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as ebay_get_seller_standards_profile or ebay_get_feedback_rating_summary. The description lacks context for deciding between reporting tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description bears full responsibility. It only states 'Get listing set through the eBay Marketing API', which reveals nothing about read-only nature, required permissions, side effects, or other behavioral traits.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (one sentence), but lacks substance. It could benefit from a brief explanation of what a listing set is without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and 6 parameters, the description is incomplete. It does not explain the return value, how it relates to other tools like 'ebay_get_promotions', or any operational context like pagination.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. However, parameter descriptions are generic ('q optional endpoint parameter') and the tool description adds no additional meaning beyond what the schema already provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose3/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states the verb 'Get' and resource 'listing set', so purpose is somewhat clear. However, it does not differentiate from siblings like 'ebay_get_listing' or 'ebay_get_promotions', and the term 'listing set' is not explained, leaving ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool over alternatives. The description does not mention the context of promotions or provide any criteria for selecting this tool among many similar 'get' tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description must disclose behavioral traits. It only states 'Update an inventory location', implying mutation but giving no details about side effects, required permissions, reversibility, or what happens to existing settings. The agent is left guessing about the tool's behavior beyond the surface level.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    At four words, the description is extremely concise but under-specifies, lacking any structure or additional informative content. Conciseness should not come at the cost of completeness; here, the description is too brief to be useful.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 2 required parameters (one of which is a complex 'body' object), no output schema, and no annotations, the description is incomplete. It fails to explain what fields can be updated, the format of the body, or any response behavior, leaving significant gaps for the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    While schema coverage is 100%, the parameter descriptions are minimal: 'The merchant location key' and 'Generated InventoryLocation request body'. The description adds no additional meaning beyond the schema's own minimal text, and the body parameter remains opaque without specification of its structure or required fields.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Update an inventory location' clearly states the verb 'Update' and the resource 'inventory location', making the core purpose immediately understandable. However, it does not differentiate from sibling tools like ebay_create_inventory_location or ebay_enable_inventory_location, which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, nor does it mention prerequisites, typical use cases, or situations where it should not be used. The agent has no information to decide between update, create, enable, or disable inventory location tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only states the API is used, but does not mention any side effects, idempotency, or what happens to existing keywords. The bulk update nature implies mutability, but specifics are missing.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but sacrifices necessary detail. It could be expanded without losing brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of a bulk update with nested objects and no output schema, the description is inadequate. It does not cover return values, prerequisites, or constraints, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The description does not explain the 'request' parameter beyond its schema label. The nested properties 'negativeKeywordId' and 'negativeKeywordStatus' lack descriptions, and the tool's description adds no meaning. Schema coverage is 100% only at the top level, leaving nested parameters undocumented.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool performs a bulk update of negative keywords through eBay's Marketing API. It is distinguished from siblings like 'ebay_update_negative_keyword' (single) and 'ebay_bulk_create_negative_keyword' (create vs update). However, it lacks context about what negative keywords are in eBay.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as 'ebay_update_negative_keyword' for single updates or 'ebay_bulk_create_negative_keyword'. There is no mention of prerequisites or scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description implies a mutation (cancel) but does not disclose behavioral traits like side effects, authorization requirements, or irreversibility. No annotations exist to compensate, so the description carries the full burden and falls short.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence that front-loads the action and key input. It is appropriately short, but could include more details without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a cancellation tool with one parameter and no output schema, the description should mention prerequisites, expected effects, and return behavior. It does not, leaving significant gaps for an AI agent to safely use the tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    With 0% schema description coverage, the description must add meaning to the single parameter 'bundleId'. It merely restates 'by ID', adding no semantic value. The parameter type and format remain unclear.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Cancel a bundle by ID' clearly states the action (cancel) and resource (bundle). It distinguishes from sibling tools like ebay_cancel_package by specifying 'bundle' rather than 'package', but could be clearer about what 'bundle' means in context (e.g., shipping bundle or order bundle).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_bulk_cancel_packages or when cancellation is appropriate. The description lacks prerequisites, such as whether the bundle must be in a cancellable state.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations present, and description only states the action. Does not disclose side effects, permissions, destructive nature, rate limits, or any behavioral traits.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    One sentence, no fluff, but it is too minimal. Could include more structure without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite schema coverage, the tool has a nested object and no output schema. Description lacks behavioral info, return value, error handling, and completeness for agent decision-making.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. Description adds no extra meaning beyond the schema descriptions. Does not explain bidPercentage format or inventoryReferenceType values.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the action (Create ads) and method (by inventory reference) and API (eBay Marketing API). It distinguishes the resource but does not differentiate from sibling tools like ebay_create_ad_by_listing_id or ebay_bulk_create_ads_by_inventory_reference.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives (e.g., bulk version, listing ID version). No prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries full responsibility for behavioral disclosure. It fails to mention authentication needs, rate limits, side effects (e.g., creation triggers), or that it mutates state. Only a minimal verb is given.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but lacks necessary detail. It is not wasteful, but it could be more informative without sacrificing brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with one complex parameter and no output schema, the description is incomplete. It does not explain what an offer is, what the body should contain, or what a successful response looks like. This forces an agent to rely on external knowledge.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% but the description for the 'body' parameter is 'Generated EbayOfferDetailsWithKeys request body', which is vague. The main description adds no further details about required fields, format, or constraints.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the action ('Create') and the resource ('new offer for an inventory item'). However, it does not differentiate from the sibling tool 'ebay_bulk_create_offer' which creates multiple offers, leaving ambiguity about singular vs bulk.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like 'ebay_bulk_create_offer' or 'ebay_update_offer'. No prerequisites (e.g., inventory item must exist) or context for usage are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only says 'Create report task'. No disclosure of side effects, idempotency, rate limits, or authorization requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise (6 words) but under-specified. The brevity comes at the cost of missing critical information, making it insufficient for tool understanding.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Complex tool with nested object schema and no output schema or annotations. Description fails to provide adequate context for correct usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a generic description for the request field. The description adds no additional meaning beyond the schema's minimal 'Create report task request body'. Baseline of 3 is appropriate given high coverage but poor descriptive value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb (create) and resource (report task). However, it does not differentiate from sibling tools like ebay_get_report_task or ebay_delete_report_task, and lacks specificity about what a report task entails.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. No explicit context, exclusions, or prerequisites mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided. The description does not disclose any behavioral traits such as required authentication, side effects, or limits. For a creation tool, it should mention that it creates a new return policy that can be used in listings, but it fails to do so.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise. However, it is too sparse to be useful; conciseness should not come at the expense of necessary information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The input schema is complex with nested objects, and there is no output schema. The description provides no context about return values, error conditions, or usage limitations. It is completely inadequate for a tool with such detailed parameters.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, meaning the schema provides no text descriptions for parameters. The tool description does not compensate by explaining what the policy object or its fields mean. It merely repeats the tool's purpose, leaving the agent to infer parameter semantics from the schema alone.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Create a new return policy' clearly states the verb (create) and resource (return policy). It distinguishes from sibling tools like get, update, delete.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. Sibling tools exist for retrieving, updating, and deleting return policies, but the description gives no context for selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose any behavioral traits beyond the action 'disable'. There is no information about side effects, whether the location can be re-enabled, or any other consequences. Given the absence of annotations, the description fails to provide necessary transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (one sentence, 4 words), but this brevity comes at the cost of missing necessary details. It is not appropriately structured for decision-making, as it lacks context about the operation's effects.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has low complexity (1 parameter, no output schema, no nested objects), but the description still feels incomplete. It does not explain what happens after disabling (e.g., confirmation or error handling). More context is needed for an agent to use it correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The parameter 'merchantLocationKey' is fully documented in the schema, and the description adds no additional meaning. According to the guidelines, when schema coverage is 100%, the baseline score is 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'disable' and the resource 'inventory location', making the purpose understandable. However, it does not explicitly differentiate from similar tools like ebay_delete_inventory_location or ebay_enable_inventory_location, lacking a clear distinction.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, such as specifying that disabling is reversible while deleting is not. The description offers no usage context or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description is only 'End campaign through the eBay Marketing API.' It does not disclose any behavioral traits such as whether the campaign is permanently stopped, what happens to associated ads or budget, or if the action is reversible. For a potentially destructive action, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words. It is front-loaded with the action 'End campaign'. However, it could be slightly more informative without sacrificing brevity, hence a 4.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the significance of ending a campaign and the lack of output schema or annotations, the description is woefully incomplete. It fails to explain any prerequisites, side effects, or return behavior, leaving the agent with minimal guidance.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has full coverage (100%) with a clear description for the only parameter 'campaignId'. The tool description does not add any additional meaning beyond what the schema provides, achieving a baseline of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'End campaign' which clearly indicates the action and resource. It differentiates from sibling tools like pause, resume, launch, and delete by the verb 'end'. However, it does not clarify what 'end' entails (e.g., permanent termination vs. archive) or distinguish it from 'delete_campaign' which also exists.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. There is no indication of when to use this tool over alternatives like 'ebay_pause_campaign' or 'ebay_delete_campaign'. The agent has no context for appropriate scenarios or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description lacks any behavioral disclosure such as whether the operation is read-only, what happens if the ad group doesn't exist, authentication requirements, or rate limits. The description offers no insight beyond the basic action.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at one sentence, but it is too sparse. While it front-loads the purpose, it omits necessary details, so the conciseness comes at the expense of completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity (2 required params, no output schema), the description should provide at least some context about return values or prerequisites. It fails to do so, leaving the agent without enough information to understand what the tool returns or how to use it effectively.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% with both parameters described, but the schema descriptions are tautological (e.g., 'adGroupId required endpoint parameter'). The tool description adds no additional meaning or context beyond what the schema already provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get ad group' which is a specific verb and resource. It differentiates from sibling tools like create, update, delete, and the plural 'ebay_get_ad_groups'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives such as ebay_get_ad_groups for listing all ad groups, or when to use create or update. The description provides no contextual usage advice.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description merely restates the tool's name without disclosing any behavioral traits (e.g., read-only, side effects, permissions required).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise single sentence, but lacks important details; borderline under-specification.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema and minimal description; fails to indicate what bundle details are returned, leaving the agent guessing about the tool's output and usage context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Only one parameter (bundleId) with 0% schema description coverage. The description adds no semantic meaning beyond 'by ID', failing to clarify format, source, or constraints.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (get), resource (bundle details), and identifier (by ID). However, it does not differentiate from sibling tools like ebay_get_bundle_label, ebay_get_package, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, no prerequisites or context for invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It does not state that this is a read-only operation, nor does it mention permissions, rate limits, or data size. Only the action 'get' implies read, but it's insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (4 words), which is concise but may be overly minimal. It front-loads the purpose, but lacks additional context that could be added without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple input schema and no output schema, the description should still set expectations for the return structure. It does not mention that the output is a hierarchical tree of categories, nor does it reference related tools for getting the default tree ID.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The description adds no meaning beyond the input schema. The schema already describes 'categoryTreeId' as 'Category tree ID'. The description does not explain how to obtain a valid ID or what values are expected, leaving the agent with only the parameter name.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get category tree by ID' clearly states the action (get) and resource (category tree), and the name distinguishes it from siblings like ebay_get_default_category_tree_id. However, it doesn't elaborate on what a category tree is, but purpose is clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. There is no mention of when to use this tool versus alternatives like ebay_get_category_suggestions or ebay_get_default_category_tree_id, leaving the agent without guidance.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full behavioral disclosure burden, but it only states the purpose. It does not mention pagination (though limit/offset hint at it), data freshness, authentication requirements, or what happens when no sites are found.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise—one sentence with 8 words. It is front-loaded with the key action and resource, but sacrifices necessary detail for brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description is incomplete. It does not explain the structure of returned dropoff sites, any constraints, or how to handle the response. The tool's simplicity (two optional params) lowers the bar, but the description still falls short.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 0% description coverage for its two parameters (limit, offset). The description adds no meaning to these parameters, leaving the agent without any guidance on their purpose or valid values.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get') and the resource ('available dropoff sites'), with a specific context ('for international shipping'). It effectively distinguishes from other eBay shipping tools by focusing on dropoff sites.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool, prerequisites, or alternatives. Among many sibling tools, there is no differentiation, leaving the agent to infer usage from the name alone.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose key behaviors such as pagination (implied by limit/offset parameters), rate limits, or whether it returns all campaigns or only a subset. The tool name and description only convey basic retrieval.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that states the purpose without extraneous words. However, it is too brief to provide adequate context, sacrificing completeness for brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema and the presence of four optional parameters, the description is insufficient. It does not explain the return format, pagination behavior, or how this tool differs from similar sibling tools like 'ebay_get_email_campaign' or 'ebay_get_promotions'.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Although the input schema has 100% description coverage, each parameter is described generically (e.g., 'q optional endpoint parameter') without adding meaning beyond the name. The tool description does not explain how parameters affect the query, such as valid values for 'sort' or the role of pagination.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('Get') and resource ('email campaigns'), and the name implies a list operation. However, it does not explicitly differentiate from the sibling 'ebay_get_email_campaign', which likely retrieves a single campaign.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like 'ebay_get_email_campaign' or other listing tools. The description does not specify use cases or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden of behavioral disclosure. The description only states the basic function and does not disclose any behavioral traits such as whether the operation is read-only, required permissions, rate limits, or what side effects (e.g., mark 'previewed') occur. For a read-like operation, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence of 8 words). While it is concise, it is too minimal to be informative. Important details such as the purpose of the parameter, output format, and when to use are missing. The brevity comes at the expense of clarity and completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Considering the lack of annotations and output schema, the description is inadequate. There is no information about the return value (e.g., preview HTML, plain text, subject line), whether the preview is generated on-the-fly or cached, or any prerequisites (e.g., campaign must be in draft state). For a tool with one parameter and no output schema, the description should provide more context to help an agent understand the expected response and behavior.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has one parameter 'emailCampaignId' with a description that is merely a tautology ('required endpoint parameter'). The tool description does not clarify the meaning or purpose of this parameter beyond what the schema already states. It could explain that it is the unique identifier of the email campaign to preview, but it adds no value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get email preview through the eBay Marketing API,' which is a specific verb-resource pair. It clearly indicates the tool retrieves a preview of an email campaign, distinguishing it from siblings like 'ebay_get_email_campaign' (which gets campaign details) and 'ebay_get_email_report' (which gets performance data). However, it lacks detail on what exactly the preview contains (e.g., HTML rendering, subject line).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. For example, it doesn't explain that this should be used when a visual preview of an email campaign is needed, as opposed to using 'ebay_get_email_campaign' to fetch campaign settings or 'ebay_get_email_report' for analytics. There is no mention of prerequisites or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not mention any behavioral traits (e.g., read-only, rate limits, or what the returned policies contain). The agent has no insight into side effects or safety.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very brief (one phrase) but minimally conveys the purpose. It lacks structure but is not overly verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema, no annotations, and a simple parameter set, the description fails to inform the agent about what the return value contains or how to interpret the response. More context is needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, so the baseline is 3. The description adds no additional meaning beyond the schema's parameter names and descriptions.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get) and resource (motors listing policies for a marketplace). It is specific to motors listing policies, which differentiates it from other policy-related tools like ebay_get_listing_type_policies, but lacks explicit contrast with siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_get_listing_type_policies or ebay_get_category_policies. The agent receives no context for decision-making.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It states 'Get package details' but does not mention authentication requirements, rate limits, or whether it returns all details or a summary. The behavior is implied but not fully transparent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise. However, it is underinformative for the level of detail needed. Conciseness is not penalized, but the brevity sacrifices clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description is insufficient. It does not explain the relationship between order line item ID and packages, nor what 'package details' entail. Sibling tools exist but are not differentiated.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 0%, so the description must compensate. The only parameter, orderLineItemId, is mentioned in the description but with no additional semantics beyond its name. No format or constraints are provided.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (get), resource (package details), and key identifier (order line item ID). It distinguishes from other package-related tools like ebay_get_package by specifying the lookup method. However, it could be more explicit about the read-only nature.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_package. The context of 'by order line item ID' implies a specific use case, but no explicit when-not or alternative comparisons are given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description bears full burden for behavioral transparency. It only states 'Opt-out of a seller program,' revealing nothing about irreversibility, permission requirements, side effects, or success indicators. This is severely insufficient for a write operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence, making it very concise. However, it sacrifices necessary detail and is more under-specified than appropriately concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema, no annotations, and a relatively simple parameter, the description should provide enough context for correct usage. It fails to do so, omitting important behavioral details and usage context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with one required parameter 'request' containing a nested 'programType' string. The description adds no additional meaning beyond what the schema provides. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Opt-out of a seller program' clearly conveys the action as opting out, which is a specific verb-resource pair. It distinguishes from the sibling 'ebay_opt_in_to_program' and 'ebay_get_opted_in_programs'. However, it lacks specificity about which seller programs are applicable.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, no prerequisites, and no indication of effects or confirmation steps. The sibling tools suggest a workflow (opt-in, check status), but the description gives no hints.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without any annotations, the description must disclose behavioral traits, but it only states 'Suggest budget' with no information on side effects, authentication, rate limits, or return values.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence) but lacks necessary detail, making it somewhat tautological. It is front-loaded but not sufficiently informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (one parameter, no output schema, no annotations), the description should at least explain the purpose of the budget suggestion or what it returns. It is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    With 100% schema description coverage, the description adds no additional meaning beyond the schema's definition of marketplaceId. The baseline of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool suggests a budget via the eBay Marketing API, providing a specific verb and resource. However, it does not differentiate itself from sibling tools like ebay_suggest_bids or ebay_suggest_max_cpc, which also use 'suggest'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are there any prerequisites or context for its invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description only states 'Update item promotion' implying mutation but does not disclose required permissions, rate limits, whether it performs partial or full update, or effects on active promotions. No annotations provided to compensate.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but lacks structure. It is front-loaded with the verb 'Update', but the extreme brevity misses opportunities to provide essential details, making it minimally adequate.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complex input schema with nested objects, no output schema, and no annotations, the description is incomplete. It does not explain the promotionId parameter's role, what fields can be updated, or how to construct the request body.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The description adds no meaning beyond the input schema. The schema itself has minimal descriptions (only 'request' object has a brief description), and most nested fields lack explanations. Schema description coverage is stated as 100% but many properties are not described, so the description fails to compensate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Update item promotion' which provides a specific verb and resource. It distinguishes the tool from sibling tools like ebay_create_item_promotion and ebay_get_item_promotion, but lacks additional context about what an item promotion is.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_update_item_price_markdown_promotion or ebay_create_item_promotion. No prerequisites or exclusions mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description lacks behavioral details such as whether the update is partial or full, required permissions, or side effects. The description does not compensate for the missing annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely short but fails to provide necessary details beyond the purpose. Being concise does not justify missing critical information that an agent needs.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the medium complexity, many sibling tools, absence of output schema, and no annotations, the description is insufficient. It does not explain what 'Update' entails, the required body structure, or the expected result.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (both 'body' and 'offerId' have descriptions). The description adds no extra information beyond what the schema already provides, meeting the baseline for high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Update an existing offer' clearly states the verb ('Update') and resource ('existing offer'). It distinguishes from sibling tools like 'ebay_create_offer', 'ebay_delete_offer', and 'ebay_get_offer'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., 'ebay_revise_listing'). No context on prerequisites or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden but discloses zero behavioral traits. Does it require special permissions? Is the operation atomic? What happens on failure? No mention. This is a critical gap for a bulk mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The single sentence is concise but lacks sufficient detail to be truly helpful. It is front-loaded but at the cost of completeness. It does not earn its place as the sole description for a complex bulk operation.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested array, bulk operation) and absence of output schema or annotations, the description is severely incomplete. It fails to explain return values, error handling, or parameter details beyond the schema.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. While the schema descriptions are minimal (e.g., 'Bulk create ads by listing id request body'), the tool description adds no extra meaning beyond them. The baseline applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Bulk create'), resource ('ads'), and key ('by listing id'). This distinguishes it from sibling tools like ebay_create_ad_by_listing_id (single) and ebay_bulk_create_ads_by_inventory_reference (different reference).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., bulk vs. single, or when to use inventory reference vs. listing ID). The description only states functionality, no context on prerequisites or use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden but reveals only that the tool performs a mutation (create/replace). Key behavioral traits like idempotency, limits, authentication needs, or error conditions are omitted.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, front-loaded sentence with no redundancy. It is concise but at the cost of missing essential details, balancing brevity and information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with one parameter and no output schema or annotations, the description is insufficient. It does not explain the request body structure, return value, or operational context, leaving agents with significant gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'body' has a generic description ('Generated BulkInventoryItem request body') that adds no structural or semantic details. Despite 100% schema coverage, the description fails to explain what the body should contain.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (bulk create or replace) and resource (inventory items), distinguishing it from singular alternatives via the word 'bulk'. However, it could be more specific about what 'multiple' entails.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus sibling tools like ebay_create_or_replace_inventory_item or other bulk operations. Prerequisites, constraints, and alternatives are absent.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must convey behavioral traits. It only says 'Bulk publish multiple offers' without disclosing whether the operation is idempotent, how partial failures are handled, rate limits, or authentication requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no fluff. However, a slight expansion to cover key behavioral aspects would improve clarity without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that this is a bulk operation with no output schema and no annotations, the description is incomplete. It fails to explain the return value, error handling, or how results are reported, which is critical for such a tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'body' has a schema description 'Generated BulkOffer request body', but the tool description adds no further semantic context, such as required format or constraints. The description does not help an agent understand what constitutes a valid BulkOffer request.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states 'Bulk publish multiple offers', clearly indicating the verb (publish) and resource (offers) with a bulk modifier that distinguishes it from the sibling ebay_publish_offer. However, it lacks specificity about the scope or nature of the bulk operation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_publish_offer or ebay_create_offer. There are no usage examples, prerequisites, or exclusion criteria provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose side effects, permissions, or state changes. It only says 'Cancel', leaving behavioral traits entirely ambiguous.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is one concise sentence with no filler. It is appropriately short for a simple operation, though it could include more detail without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of eBay package operations and numerous sibling tools, this description is too minimal. It lacks information about return values, success criteria, or effects on related entities.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'packageId' has no description in the schema (0% coverage). The tool description adds no meaning beyond the parameter name, failing to explain what the ID refers to.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Cancel' and the resource 'package', making the action obvious. However, it does not differentiate from similar tools like ebay_delete_package or ebay_clone_package.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., ebay_delete_package, ebay_bulk_cancel_packages). No prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must convey behavioral details. It only states the basic action without mentioning side effects, authorization requirements, rate limits, or idempotency. For a creation tool, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no fluff, but it sacrifices informativeness for brevity. It could be expanded to include key details without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the input schema (deeply nested object), no output schema, and no annotations, the description is incomplete. It does not explain the expected response, error handling, or how to correctly construct the request.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with a single 'request' parameter described as 'Create item promotion request body', which is tautological. The tool description adds no additional meaning or guidance on how to populate the nested fields.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Create' and the resource 'item promotion', indicating the tool's action. However, it does not distinguish this tool from sibling tools like 'ebay_create_item_price_markdown_promotion', which also creates a promotion but likely a specific type.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., price markdown promotion), prerequisites, or conditions that must be met. The description is too generic.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, yet the description fails to disclose behavioral traits such as required permissions, effect on ad campaigns, idempotency, or rate limits. The description is purely nominal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, efficient sentence that gets to the point. It is not verbose, though it could benefit from more detail without becoming overly long.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and no behavioral transparency, the description is insufficient. It does not explain return values, prerequisites, or provide context about the eBay Marketing API, leaving the agent with significant gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents all parameters. The description adds no additional meaning beyond what's in the schema, such as explaining what a negative keyword is or how to use the fields.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool creates a negative keyword via the eBay Marketing API, specifying the verb and resource. However, it does not differentiate from siblings like ebay_bulk_create_negative_keyword or ebay_create_keyword.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives (e.g., bulk vs. single creation, positive vs. negative keywords). No exclusions or context are given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description omits behavioral traits such as whether the tool overwrites existing data, idempotency, or side effects. It only repeats the tool's name and OAuth requirement.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise with two sentences, front-loading the core action and then essential OAuth info. No superfluous content.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    As a mutation tool with no output schema or annotations, the description should include return format or behavior. It does not explain what 'replace' entails or error handling, making it incomplete for agent decision-making.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, with both parameters described. The description adds no extra meaning beyond the schema's minimal descriptions ('The seller-defined SKU' and 'Generated InventoryItem request body'). Baseline score applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Create or replace an inventory item' clearly states the action and resource. It distinguishes from sibling tools like 'get_inventory_item' or 'delete_inventory_item' through the verb 'create_or_replace'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description only mentions required OAuth scope, with no guidance on when to use this tool versus alternatives (e.g., bulk operations, offers). No exclusions or prerequisites are stated.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It does not mention whether the report is generated synchronously or asynchronously, what authentication is required, or any side effects. The description is too minimal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words. It is front-loaded and concise, but could benefit from slightly more detail without sacrificing brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema and the existence of many sibling report tools, the description should clarify the specific type of email report, the expected output format, or how it differs from similar tools. It fails to provide enough context for correct selection.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Although schema description coverage is 100%, the parameter descriptions ('endDate required endpoint parameter', 'startDate required endpoint parameter') are tautological and add no meaning beyond the schema. The tool description does not compensate with additional context about date format, range constraints, or typical usage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get') and resource ('email report'). It is specific enough to identify the tool's purpose, but it does not differentiate from siblings like 'ebay_get_report' or 'ebay_get_promotion_reports', which also fetch reports.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives such as 'ebay_get_report' or 'ebay_get_promotion_reports'. There are no prerequisites, context hints, or exclusion criteria.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries full burden. It provides no behavioral traits such as authentication requirements, rate limits, pagination, or what the response contains. The description is too minimal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that is front-loaded with the key action. No unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 5 parameters, no output schema, and no annotations, the description is insufficient. It does not explain pagination, filtering via adGroupIds, keywordStatus, or the return format. Lacks completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description does not add any additional meaning beyond the schema parameter descriptions. Parameter descriptions in schema are minimal but present, so no extra value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get keywords through the eBay Marketing API', which specifies the action (get) and resource (keywords). It distinguishes this tool from other sibling tools like ebay_create_keyword or ebay_get_keyword (singular) by implying multiple keywords, but does not explicitly differentiate.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_keyword (singular) or other marketing tools. The description lacks any context about prerequisites or scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behavioral traits. It only states 'Get package details by ID' without mentioning side effects, permissions, or return behavior. It fails to indicate that this is a read-only operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence), but it sacrifices necessary detail. It is under-specified for a tool with no annotations or schema descriptions.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get operation, the description is incomplete. It does not specify what 'package details' include (e.g., tracking info, status). No output schema makes it harder for the agent to understand the response.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, and the description adds no additional meaning to the 'packageId' parameter beyond 'by ID'. The agent gets no insight into what the ID represents or its format.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get', the resource 'package details', and the input 'by ID'. It effectively distinguishes from sibling tools like ebay_create_package or ebay_delete_package through the verb and resource specificity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_packages_by_line_item_id or ebay_get_tracking. The description lacks context for an agent to decide.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description bears the full burden of disclosure. It fails to mention whether the operation is read-only, required permissions, pagination behavior, or output format. Key behavioral traits are absent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is an extremely short single sentence. While concise, it sacrifices necessary detail, making it under-specified. Important information about the tool's capabilities and usage is omitted.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 6 parameters, no output schema, and numerous similar sibling tools, the description is insufficient. It does not explain how the tool's output relates to other reporting tools, filtering capabilities, or the structure of report data.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers 100% of parameters with basic descriptions. The tool description adds no additional context beyond what the schema already provides, so it meets the baseline but does not enhance understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'promotion reports', and specifies the API source. However, it does not differentiate from sibling tools like ebay_get_promotions or ebay_get_promotion_summary_report, leaving ambiguity about the specific type of report.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool over alternatives. It does not mention prerequisites, typical use cases, or scenarios where other tools would be preferable, leaving the agent without contextual decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description fails to disclose essential behavioral traits such as read-only nature, authentication needs, or error handling (e.g., what happens if reportId is invalid). The minimal description does not compensate for the absence of annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence but severely under-specified. It lacks critical context, making it ineffective despite its brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description should explain return format, prerequisites, or use cases. It fails to do so, leaving the agent with inadequate context for correct usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, and the parameter description is present but tautological ('reportId required endpoint parameter'). The tool description adds no extra meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states a specific verb ('Get') and resource ('report'), clearly indicating the action. However, it does not differentiate from sibling report-related tools like ebay_get_report_task or ebay_get_report_metadata, which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool vs alternatives. There is no mention of prerequisites (e.g., completing a report task first) or when to avoid this tool.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full responsibility for behavioral disclosure. It simply states 'Get report task' without revealing any traits such as authentication requirements, rate limits, error conditions, or the nature of the operation beyond being a read.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one sentence, with no superfluous words. While efficient, it could include a bit more context without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of an output schema and the presence of many sibling tools, the description does not provide enough context. It fails to explain what a report task is, what the response contains, or how to differentiate from similar tools like 'ebay_get_report_tasks'.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with a description for the sole parameter 'reportTaskId'. The tool description adds nothing beyond the schema, which is acceptable since the schema already documents the parameter adequately.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly specifies the verb 'Get' and resource 'report task', making the tool's purpose immediately understandable. However, it does not differentiate from the sibling 'ebay_get_report_tasks' which retrieves multiple tasks, but the singular naming hints at a single task retrieval.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is given on when to use this tool versus alternatives like 'ebay_get_report_tasks' or 'ebay_get_report'. There is no mention of prerequisites, context, or comparison with other tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations and the description provides no behavioral details. It does not disclose what side effects occur (e.g., whether it modifies listings, sends notifications, requires permissions), leaving the agent without critical operational context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, which is efficient for a simple action. However, it lacks any structural elements like examples or sections that could enhance usability.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of annotations and output schema, the description is insufficient. It does not explain the required preconditions (e.g., existence of interested buyers), error scenarios, or the expected outcome, making it incomplete for an agent to reliably invoke.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with descriptions for all 5 parameters, so the schema itself carries the semantic weight. The tool description adds no additional meaning beyond what the schema provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('send offer') and target ('interested buyers'), making the purpose immediately understandable. It distinguishes itself from sibling tools like 'create_offer' or 'update_offer' by specifying the audience, though it could be more specific about the context.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like 'ebay_create_offer' or 'ebay_update_offer'. The description lacks any context about prerequisites, when to use it, or when not to use it, leaving the agent to infer usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description fails to disclose behavioral traits such as whether the policy must exist, what happens on update (replaces or merges), or any side effects. Simply saying 'update' is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness2/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise but overly minimal. A single phrase with no structure or additional sentences; it feels underspecified rather than efficiently concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Lacks mention of prerequisites (policy must exist), update behavior (full replacement?), or return value. For a tool with a rich schema and no output schema, the description is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so baseline is 3. The description adds no extra meaning beyond what the schema already provides for parameters.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it updates an existing fulfillment policy, with a specific verb and resource. However, it does not differentiate from sibling tools like create or delete, missing explicit context.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives (e.g., create, delete, get). The description gives no context for selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must carry the full burden of behavioral disclosure. It only states 'bulk create' but does not disclose whether the operation is idempotent, error handling behavior, authentication requirements, or effects on existing keywords.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but lacks structure. It does not front-load key information or break down context; it is brief but not optimally informative for an agent.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (nested array input, no output schema, no annotations), the description is incomplete. It does not explain what negative keywords are, how to construct the request, match types, or expected outcomes, leaving significant gaps for an agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% for the top-level parameter, but the description adds no meaning beyond the property names already present in the schema. The description could have clarified the purpose of nested fields like negativeKeywordMatchType or adGroupId, but it does not; baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (bulk create) and resource (negative keyword) via the eBay Marketing API. It is specific enough to identify the tool's purpose, though it could further distinguish from single-creation or update tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus related tools like ebay_create_negative_keyword or ebay_bulk_update_negative_keyword. There is no mention of prerequisites, limitations, or alternative use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden. It only states the action without disclosing behaviors like required campaign existence, bid validation, or response characteristics. Minimal transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but lacks structure. It is not front-loaded with key details and does not convey information efficiently.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the nested request object and absence of output schema, the description is insufficient. It fails to explain return values, error conditions, or any additional behavioral context needed for correct invocation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents all parameters. The description adds no additional meaning beyond what the schema provides, meeting the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description specifies the verb 'bulk update' and the resource 'ads bid by listing id', and mentions the API. However, it does not differentiate from sibling tools like ebay_bulk_update_ads_bid_by_inventory_reference, so clarity is not fully distinctive.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor any context about conditions or prerequisites. The description is purely declarative without usage direction.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description must fully disclose behavior. It merely states the action without detailing what happens during the update (e.g., whether existing values are overwritten, required permissions, idempotency, or error handling). This is insufficient for a mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence), but it is to the point. However, it lacks structure and could be expanded with minimal effort to include key behavioral notes without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested objects, bulk operation) and lack of output schema, the description is incomplete. It omits important context such as maximum batch size, rate limits, response format, and whether partial updates are supported.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents parameters. The description adds no additional meaning beyond the schema fields. It does not explain the nested request structure or provide examples, which would be helpful for an API with nested objects.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Bulk update keyword' clearly identifies the action (bulk update) and the resource (keyword). It distinguishes from siblings like ebay_update_keyword (single) and ebay_bulk_create_keyword (bulk create), though it doesn't explicitly contrast them.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool over alternatives. For example, it does not specify that this should be used for updating multiple keywords at once versus ebay_update_keyword for single updates. No context on batch size limits or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only states 'create ad' without disclosing side effects, idempotency, error behavior, or access requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is concise but too terse; could combine purpose with essential details without losing brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema and no annotations; description omits return value, required authentication, rate limits, and relationship to other ad tools, leaving significant gaps for a creation tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema covers 100% of parameters with descriptions, so baseline is 3. Description adds no extra meaning beyond schema; agent must infer semantics from parameter names.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Name and description clearly state the action (create ad) and resource (by listing id), distinguishing it from bulk and inventory reference tools. However, lacks explicit differentiation from siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, no prerequisites (e.g., campaignId must exist), and no exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description does not disclose any behavioral traits such as required permissions, side effects, rate limits, or mutability. The description is too minimal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence). While concise, it lacks substantive information, making it less useful than it could be.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the input schema (nested objects, many fields) and the lack of output schema, the description is insufficient. It does not explain the request body fields' purpose, constraints, or what the tool returns.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema fully describes the parameters. The description adds no additional meaning beyond the schema, which is adequate but not helpful.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (create) and resource (campaign) and specifies the API (eBay Marketing API). However, it does not differentiate this tool from siblings like ebay_get_campaigns, ebay_delete_campaign, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool, when not to use it, or what prerequisites or alternatives exist. The description is silent on context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description does not disclose behavioral traits like whether it creates a single keyword, required permissions, or what happens if the keyword already exists. Minimal value beyond the name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is very concise but too brief, lacking necessary details. It is efficient but under-specified, not earning extra points for conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested object, required parameters) and no output schema, the description is incomplete. It does not explain how keywords relate to campaigns or ads, leaving the agent with insufficient context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with brief descriptions for each parameter. The tool description adds no additional meaning beyond what the schema provides, but baseline is 3 given high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states 'Create keyword' which is a specific verb+resource. However, it does not distinguish from sibling tools like ebay_bulk_create_keyword or ebay_create_ad_by_listing_id, but the core action is clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as ebay_bulk_create_keyword for batch creation. The description does not mention context or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose any behavioral traits beyond the action. It does not explain what 'replace' entails (e.g., full overwrite, impact on existing items) or any side effects. With no annotations, the description fails to compensate.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (one short sentence). While not verbose, it lacks detail that could be added without sacrificing brevity. It is too sparse to be considered well-structured.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has two required parameters, no output schema, and no annotations, the description is insufficient. It fails to explain the body structure, replacement behavior, or any contextual details needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers both parameters with descriptions, so the description adds no additional meaning. Baseline of 3 is appropriate as the schema already provides basic semantics.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Create or replace' and the resource 'inventory item group'. It is specific and matches the tool name. However, it does not differentiate this tool from siblings like ebay_create_or_replace_inventory_item or other group-related tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, scenarios, or exclusions. This leaves the agent without context for decision-making.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only states 'Delete a payment policy'. It does not disclose that deletion is irreversible, whether it requires special permissions, or what happens to associated resources. For a destructive action, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (three words), which is both a strength and a weakness. It front-loads the purpose efficiently, but lacks any structure (e.g., sentences) and omits necessary details that would justify its brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema, no annotations, and only one parameter, the description should provide more context about the effects of deletion, return values, or error conditions. The current description is insufficient for an agent to fully understand the tool's behavior.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers 100% of parameters, with each parameter having a description. The tool description adds no additional context beyond what the schema already provides, so it meets the baseline but does not exceed it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete a payment policy' clearly states the verb (delete) and resource (payment policy), making the purpose immediately understandable. It distinguishes from other tools by focusing on payment policies, but does not explicitly differentiate from sibling delete tools like ebay_delete_fulfillment_policy.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., ebay_update_payment_policy or other delete tools). The description lacks context about prerequisites or conditions, such as whether the policy must not be in use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only states 'Delete a return policy'. It fails to disclose any behavioral traits such as irreversibility, required permissions, or side effects, which are critical for a delete operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is minimal at one sentence, which is concise but lacks necessary detail. It is not verbose, but the brevity comes at the cost of usefulness. A few extra sentences would improve it without becoming wordy.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a delete tool with one required parameter and no output schema, the description fails to mention whether deletion is permanent, any dependencies, or a confirmation step. More context is needed for safe and correct usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema already fully describes the single parameter 'returnPolicyId' as a string. The description adds no additional meaning beyond what the schema provides, meeting the baseline for 100% coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The name 'ebay_delete_return_policy' combined with the description 'Delete a return policy' clearly specifies a verb (delete) and resource (return policy), distinguishing it from sibling tools like 'ebay_delete_fulfillment_policy'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, such as when a return policy can be deleted or any prerequisites. It simply states the action without context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description fails to disclose behavioral traits like whether the location must exist, idempotency, side effects, or required permissions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise but under-specified, lacking critical details; it is not efficiently informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations or output schema, the description should explain prerequisites, behavior, and return value, but it does not; completeness is insufficient.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and the only parameter is adequately described in schema; the description adds no additional meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description specifies the action 'Enable' and the resource 'inventory location', clearly distinguishing from siblings like disable, create, or delete.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives, such as creating a new location or updating details. The description lacks context for appropriate invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It only describes a read operation ('Find'), but omits behavioral traits such as rate limits, required permissions, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, concise but lacking structure. It front-loads the action but omits critical details, making it under-specified.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 5 parameters, nested objects, and no output schema or annotations, the description is insufficient. It does not explain return values, the role of requestBody, or pagination behavior.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 80% (4/5 parameters have descriptions). The description adds no additional meaning beyond the schema; thus baseline score of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states verb 'Find' and resource 'listing recommendations', and specifies the API. It clearly indicates the tool's purpose, but does not differentiate from siblings like 'search' or other get_listing tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs. alternatives. The sibling list is extensive, but the description provides no context on appropriate scenarios or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must fully disclose behavioral traits. It only states 'Get ad groups', implying a read operation, but fails to mention pagination (limit/offset), rate limits, authentication requirements, or any limitations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise, but it lacks structure and omits important details that could be included without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the large number of sibling tools and the complexity of eBay's API, the description is too minimal. It does not explain what an ad group is, the relationship to campaigns, or the expected return format. This is inadequate for an AI agent to reliably select and use the tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the description is not required to add much. However, it adds no additional context beyond the parameter names, such as explaining adGroupStatus possible values or the necessity of campaignId. Meets baseline but no extra value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get ad groups through the eBay Marketing API', specifying a verb and resource. However, it does not differentiate from sibling tools like ebay_get_ad_group (singular) or other campaign-related tools, preventing it from being a 5.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. The required campaignId parameter is mentioned in the schema but not highlighted in the description, and no alternatives are listed.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, and the description does not disclose behavioral traits such as permissions required, rate limits, pagination behavior, or whether this is a read-only operation. The agent has no insight into side effects or constraints.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but overly brief. It lacks structure and critical details, making it only minimally acceptable.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite having 6 parameters and no output schema or annotations, the description fails to explain the purpose of the tool in context (e.g., what the returned ads contain, pagination, or filtering nuances). It is insufficient for an agent to use effectively.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the input schema already documents all parameters and their descriptions. The description does not add any additional meaning or usage hints beyond what the schema provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The tool name 'ebay_get_ads' and description 'Get ads through the eBay Marketing API' clearly indicate the action (get) and resource (ads). However, it does not distinguish between sibling tools like 'ebay_get_ad' (singular) or 'ebay_get_ads_by_inventory_reference' (filtered), lacking specificity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., for specific ad types or filters). The description offers no context for selection among many ad-related siblings.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. The description only states 'Get a specific conversation' without disclosing behavioral traits such as read-only nature, error handling (e.g., if conversation not found), or any side effects. For a retrieval tool, this is minimal but not misleading.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but lacks detail that could help the agent. It is not overly verbose, but brevity comes at the cost of completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema is provided, and the description does not explain what the response contains (e.g., full conversation details, message list). Given the complexity of eBay conversations, this is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with good descriptions for each parameter. The description adds no extra meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('Get') and resource ('specific conversation'), but does not explicitly distinguish from sibling tools like ebay_get_conversations which lists conversations. The name itself suggests specificity, but the description could be more explicit.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool vs alternatives. It does not mention prerequisites, when-not to use, or relationship to sibling tools like ebay_get_conversations or ebay_send_message.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It mentions no side effects, authentication needs, rate limits, or return format. The description is too minimal to inform about the tool's behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but lacking necessary details. It could be expanded to improve clarity without becoming overly verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description should compensate by explaining return values or behavior. It fails to do so, leaving the agent underinformed about what to expect.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% for the single parameter. The description does not add value beyond the schema's 'promotionId required endpoint parameter'. Baseline is 3, and no extra context is provided.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states the action ('Get') and resource ('item promotion'). However, it does not differentiate from similar tools like 'ebay_get_item_price_markdown_promotion' or 'ebay_get_promotions', which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. For example, it doesn't mention that this fetches a single promotion by ID, while 'ebay_get_promotions' lists all promotions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must fully disclose behavior. It only says 'Get', implying a read operation, but provides no details about response format, errors, or side effects. This is insufficient for safe invocation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise (one sentence), but this brevity sacrifices necessary details. It is not overly verbose, but lacks substance to be effective.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and many sibling tools, the description is incomplete. It does not explain what the returned keyword contains, that it requires both campaignId and keywordId, or how it differs from other keyword-related tools.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, but the descriptions merely restate the parameter names (e.g., 'keywordId required endpoint parameter'), adding no new meaning. The tool description does not compensate, so a baseline of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get' and the resource 'keyword', identifying the tool's purpose. However, it does not differentiate from sibling tools like ebay_get_keywords (plural), which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_get_keywords or ebay_create_keyword. The description lacks any contextual or comparative information.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must fully convey behavioral traits. It only states 'Get' which implies a read operation but provides no details on pagination, result format, or dependencies. This is insufficient for a read tool with multiple parameters.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no wasted words, which is concise. However, it is overly brief and lacks structure to convey additional important information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 5 optional parameters and no output schema, the description should explain what the tool returns and how to use the filters. It only states the basic purpose, leaving the agent with inadequate context for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, but each parameter description (e.g., 'limit optional endpoint parameter') adds no meaning beyond the schema itself. The tool description offers no additional value, so the baseline score of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description specifies the verb 'Get' and the resource 'negative keywords', making the purpose clear. However, it does not differentiate from the sibling tool 'ebay_get_negative_keyword' (singular), which is only implied by the plural in the name.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidelines are provided on when to use this tool versus alternatives like 'ebay_get_negative_keyword' or filtering by status, campaign, etc. The description lacks context for usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden. It only states the action without detailing behavior such as return value, side effects, permissions, or idempotency. A simple read operation is implied but not disclosed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but misses opportunity to include useful details without becoming verbose. It is not sufficiently structured for an agent understanding.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (GET with 2 params) and absence of output schema or annotations, the description is minimally complete. It does not explain what a subscription filter is or what the response contains.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with descriptions for both parameters. The tool description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get) and the resource (specific subscription filter). The tool name includes 'notification' to disambiguate, making the purpose specific. However, it does not explicitly mention 'notification' in the description, relying on the name.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like get_notification_subscription or delete_notification_subscription_filter. The description does not provide context for its usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden. It does not disclose that the tool supports pagination (despite offset/limit parameters), the type of offers returned (active, withdrawn?), or any authentication requirements. The bare 'Get all offers for the seller' leaves significant behavioral details unstated.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence), which is generally good. However, it lacks details that would make it valuable—it essentially restates the tool name. It could be more informative without sacrificing conciseness, e.g., by mentioning pagination or filtering options.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the eBay ecosystem, the large number of sibling tools, and the absence of an output schema, the description is insufficiently complete. It does not explain what an 'offer' is (e.g., listing offer, promotion offer) or how this tool relates to other offer-related tools. With five parameters and no output schema, more context is needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (all five parameters have descriptions). The tool description adds no additional meaning beyond what the schema already provides. Since the schema already documents each parameter, the baseline score of 3 is appropriate; the description neither enhances nor detracts.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and resource 'offers', and it's specific to the seller. However, it does not distinguish from the sibling tool 'ebay_get_offer' (singular), which could cause confusion about whether this returns a single offer or all offers. The scope 'all' is implied but not explicitly compared to alternatives.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool vs alternatives like 'ebay_get_offer' or 'ebay_get_orders'. The description does not mention any prerequisites, filters, or typical use cases. The agent has to infer that this is for listing all offers, but without exclusions or recommendations.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description does not disclose behavioral traits such as read-only nature, required permissions, or what happens (e.g., returns full policy details). Minimal information beyond the imperative verb.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no fluff. However, it is too brief to be maximally helpful; a bit more context could improve it without harming conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema exists, yet the description does not explain what is returned (e.g., policy details, status). For a retrieval tool, this omission reduces completeness. The simple input schema doesn't compensate for the lack of output description.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the input schema already fully describes parameters. The description adds no further detail beyond what the schema provides, fulfilling the baseline but not exceeding it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get) and resource (return policy by name). The tool name echoes this, making purpose obvious. However, it does not differentiate from sibling tools like 'ebay_get_return_policy' or 'ebay_get_return_policies'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool over alternatives. Sibling tools exist for getting return policies by different criteria (e.g., by ID or listing all). The description lacks such context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description bears the full burden of behavioral disclosure. It only states 'Get', implying a read operation, but fails to mention authentication needs, rate limits, pagination, return format, or any side effects. A mutation tool would require explicit warning, but even for a read tool, more detail is needed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no wasted words, but it is too concise and lacks substance. While brevity is good, it sacrifices valuable information that could aid the agent. It is not verbose but also not sufficiently informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (2 params, no output schema), the description is inadequate. It does not explain what the tool returns, what constitutes a 'site visibility policy', or how the filter parameter works. This lack of completeness forces the agent to infer or fail.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, with both parameters having descriptions. 'marketplaceId' is clear with its enum, and 'filter' is described as 'Filter criteria', though vague. The description adds no additional meaning beyond the schema, so a baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get site visibility policies for a marketplace' clearly identifies the action and resource. It distinguishes from sibling tools like 'get_listing_structure_policies' or 'get_item_condition_policies' through the specific 'visibility policies' resource, though it does not define what visibility policies are.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is given on when to use this tool versus alternatives. There is no mention of prerequisites, exclusions, or typical use cases. The large sibling list offers many similar policy retrieval tools, but the description provides no context for choosing this one.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must compensate. However, it only states the basic function without disclosing behavioral traits such as required permissions, data freshness, idempotency, or any side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (7 words), but it lacks structure and fails to front-load critical information. While brevity is positive, it sacrifices clarity and completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the 4 parameters, no output schema, and many sibling tools, the description is incomplete. It does not explain what the report contains, how to combine parameters, or any usage notes, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with descriptions for all parameters (dimension, filter, metric, sort). The tool description adds no further semantic value beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get traffic report for listings', which clearly indicates the verb (get) and resource (traffic report). However, it does not differentiate from sibling report tools like ebay_get_report or ebay_get_report_tasks, which could cause ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. There is no context about prerequisites, constraints, or scenarios where this tool is appropriate, leaving the agent without decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden. It only states the action without disclosing any behavioral traits such as prerequisites (e.g., campaign must be paused), effects on later actions, or error conditions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise but under-specified. It conveys the core action but lacks important details that could be added without harming conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple nature of the tool (one parameter, no output schema, no annotations), the description could still provide more context about when to resume, what happens after, and any dependencies. It is incomplete for an AI to make informed decisions.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers 100% of parameters, and the description of campaignId is provided in the schema. The tool description adds no additional meaning beyond what the schema already provides, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Resume' and resource 'campaign', making the purpose obvious. However, it does not differentiate from sibling tools like ebay_pause_campaign or ebay_launch_campaign, which could cause confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. For example, it does not specify that the campaign must be in a paused state or that ebay_launch_campaign should be used for initial activation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It does not state that the tool is read-only (likely only returns suggestions), nor does it mention required permissions or side effects. The word 'suggest' implies no mutation but is not explicit.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, front-loaded with the purpose. It is concise with no fluff, but could be more informative without significant length.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 3 parameters, a nested object, no output schema, and no annotations, the description is severely incomplete. It omits what the tool returns, how the request body impacts suggestions, and any prerequisites. The tool's complexity demands more context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for all three parameters. The description adds no extra value beyond the schema; it does not explain constraints or formatting of the bid object or other fields. Baseline 3 is appropriate given schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly identifies the verb 'suggest' and resource 'keywords', indicating it returns keyword suggestions via the eBay Marketing API. However, it does not differentiate from sibling tools like ebay_create_keyword or ebay_suggest_items, and the read-only nature of 'suggest' is not explicit.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines provided. The description lacks context on when to use this tool versus alternatives like ebay_create_keyword (for adding keywords) or ebay_suggest_bids. An agent has no guidance on prerequisites or conditions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description fails to disclose side effects, authorization needs, rate limits, or confirmation of mutation. The description adds minimal behavioral context beyond the name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is concise but lacks necessary detail. It is not verbose, but it is under-specified for effective tool selection.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested object, mutation) and absence of an output schema or annotations, the description is insufficient. It does not explain the effect of the update or what success looks like.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the baseline is 3. The description does not add any extra meaning to the parameters (e.g., format of bidPercentage, allowed values for biddingStrategy).

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (update) and resource (bidding strategy), with a specific API reference. However, it does not differentiate from sibling tools like 'ebay_update_bid' or 'ebay_update_ad_rate_strategy'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs. alternatives. No prerequisites, validity rules for parameters, or context about campaign existence.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must fully explain behavior. It only says 'Update... through the eBay Marketing API' without detailing side effects, required permissions, partial update behavior, or limits. This is insufficient for a mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no waste, but it lacks structure (e.g., separate sections for behavior, parameters, examples). It is adequate but not exemplary.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (nested objects in request, no output schema, many sibling tools), the description is too minimal. It does not explain the promotion update process, required fields, or how the response looks, leaving significant gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, but the descriptions are minimal ('promotionId required endpoint parameter', 'Update item price markdown promotion request body'). The tool description adds no additional meaning beyond the schema. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Update') and the resource ('item price markdown promotion'). However, it does not differentiate from sibling tools like ebay_create_item_price_markdown_promotion or ebay_delete_item_price_markdown_promotion, which could lead to confusion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., create or delete). There is no mention of prerequisites, context, or exclusions, leaving the agent without decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden but only states 'Update'. It fails to disclose whether mutations are partial or complete, required permissions, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one sentence, but it sacrifices valuable details that could fit without becoming verbose. It is not optimally structured.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema, no annotations, and minimal description, the tool is under-documented. Important details like update semantics, valid values, and response behavior are missing.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 75%, so the schema already documents most parameter meanings. The description adds no extra value beyond the schema's parameter descriptions.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Update') and the resource ('a notification subscription'). It is specific enough to understand the tool's core function, though it does not differentiate from sibling enable/disable tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like enable or disable subscriptions. The description lacks context on prerequisites or use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description must carry full burden. It only says 'Update an existing return policy', indicating mutation, but lacks details on permissions, side effects, error handling, or whether the update is partial or full replacement.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Description is very short and front-loaded, but it is under-specified. It sacrifices completeness for brevity, earning a middle score.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, no annotations, and the description does not explain return values, error conditions, or the effect of the update. A more complete description would mention that the update is a full replacement of the policy, or what is returned upon success.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and parameter descriptions are present (e.g., 'The return policy ID'). However, the description adds no extra meaning beyond what is in the schema. The nested 'policy' object's fields are not elaborated, leaving the agent to infer from the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb 'Update' and resource 'return policy', making purpose clear. However, it does not differentiate from sibling tools like ebay_update_fulfillment_policy or ebay_update_payment_policy, but the tool name already provides differentiation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as ebay_create_return_policy or ebay_delete_return_policy. The description does not mention prerequisites, common scenarios, or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description carries no behavioral details (e.g., read-only, permissions, rate limits). It only repeats the name, leaving the agent uninformed about side effects or requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no wasted words, though it could benefit from slightly more structure to include key context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the brief description is insufficient. It does not explain how to use the body parameter, expected input/output, or any operational details.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a single 'body' parameter described as 'Generated BulkGetInventoryItem request body'. The tool description adds no additional meaning beyond the schema, meeting the baseline for high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('get') and resource ('inventory items') with a bulk scope, distinguishing it from single-item get or create operations among siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_inventory_item or bulk creation. No when-not-to-use or context is given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should fully disclose behavior. It only hints at updating price/quantity but omits critical details like authentication requirements, data limits, or error handling.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, efficient and front-loaded. However, it could be more informative without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's single complex parameter (request body) and lack of annotations or output schema, the description is insufficient. It does not explain the 'bulk' aspect or input format.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The description adds no meaning beyond the schema's vague 'Generated BulkPriceQuantity request body'. It does not explain the structure or contents of the 'body' parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Bulk update') and the resource ('price and quantity for multiple offers'), distinguishing it from sibling tools like ebay_update_offer (individual) or ebay_bulk_create_offer (create).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like individual updates or when prerequisites are needed. It only states the action without context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only states the action (clone) without details on side effects, required permissions, rate limits, or whether it creates the campaign immediately. The minimal description fails to inform the agent about consequences.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, very concise and front-loaded with the action. It earns its place, though it could include more critical details without becoming overly verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and nested parameters, the description lacks completeness. It does not explain what the clone operation entails, what the response format is, or any preconditions (e.g., the campaign must exist). The agent is left with an incomplete picture.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description adds no extra meaning to the parameters beyond what the schema already provides (e.g., campaignId and request descriptions). It does not enhance parameter understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool clones a campaign via the eBay Marketing API, specifying a verb and resource. However, among many sibling campaign tools (create, get, delete, etc.), it doesn't differentiate 'clone' from 'create' explicitly, missing some specificity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_create_campaign or ebay_get_campaign. No prerequisites, context, or exclusions are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden of disclosing behavioral traits. It only mentions the API and the create action, omitting details such as idempotency, side effects, permissions, or rate limits. This lack of disclosure is a significant gap for a tool that creates a resource.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, front-loading the main action. While efficient, it could be slightly expanded to include important context without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema and annotations, the description should clarify what happens upon success (e.g., returns ad group ID) and any prerequisites (e.g., existing campaign). It misses both, leaving the agent with incomplete information. The sibling list is large but not used for context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, with descriptions like 'Create ad group request body' and 'campaignId required endpoint parameter'. The tool description adds no additional meaning beyond the schema, which is adequate but not enhanced. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool creates an ad group via the eBay Marketing API. It uses a specific verb and resource, making the purpose clear. However, it does not differentiate from sibling tools like 'ebay_get_ad_group' or 'ebay_update_ad_group', which would help an agent choose this tool.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are there any prerequisites or exclusions. The description only states the action without context, leaving the agent without decision-making support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It only states that the tool creates a promotion via the API, but omits important details such as whether the promotion is immediately active, whether it can overwrite existing promotions, any authorization requirements (e.g., seller permissions), rate limits, or side effects (e.g., fee changes). As a mutation tool, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise: one sentence with no redundant words. It is front-loaded with the action and resource. However, given the complexity of the input schema, a slightly longer description covering key points (like required nested fields) would be more helpful without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has a complex nested input schema, no output schema, and no annotations. The description fails to convey essential context: what a price markdown promotion is, common required fields (e.g., start/end dates, discount benefit), or how this differs from similar tools. An agent may struggle to construct a valid request without external documentation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage (according to context) for the single required parameter 'request', whose description is 'Create item price markdown promotion request body'. However, the nested properties inside 'request' lack individual descriptions. The tool description adds no additional context about which fields are critical (e.g., name, dates, discount details) or typical usage patterns. The schema does the heavy lifting, so the description contributes minimal extra meaning.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it creates a specific type of promotion ('item price markdown promotion') via the eBay Marketing API. The verb 'Create' and resource are explicit. However, it does not explain what distinguishes a price markdown promotion from other promotion types (e.g., item promotion), and the sibling 'ebay_create_item_promotion' could be confused. A brief differentiator would improve clarity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_create_item_promotion or ebay_update_item_price_markdown_promotion. There are no prerequisites, constraints (e.g., only one active promotion per item), or hints about required context. The agent is left to guess usage from the name alone.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It hints at upsert behavior ('create or replace') but does not explain whether replacement is total or partial, or mention dependencies (e.g., item must exist). Lacks details on idempotency, effects on existing data, or required permissions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single, clear sentence with no unnecessary words. Could be more informative while staying concise, but currently efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple CRUD tool with no output schema, the description is adequate but incomplete. Lacks behavioral transparency and usage guidance, which are needed given no annotations. Not fully informative for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so description adds limited value. It confirms the 'body' is a compatibility request, but the schema already describes it. The description does not elaborate on parameter constraints or format beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly identifies the action (create or replace) and resource (product compatibility for an inventory item). It distinguishes from siblings like get and delete, but could be more specific about the domain (e.g., automotive fitment).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_get_product_compatibility or ebay_delete_product_compatibility. The description does not specify prerequisites or context for creation/replacement.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description only says 'Delete ad' without disclosing any behavioral details such as consequences (irreversibility), required permissions, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence with no fluff. It is concise, though it could be slightly expanded without losing efficiency.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple 2-param tool with no output schema and no annotations, the description should at least state the type of ad (e.g., promoted listings ad) and any prerequisites. The current description is too sparse to be complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Although schema coverage is 100%, the parameter descriptions are generic ('required endpoint parameter') and add no meaning. The tool description does not elaborate on what adId or campaignId represent, leaving the agent without useful context.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Delete' and the resource 'ad', and it's distinct from sibling tools like ebay_delete_offer or ebay_delete_campaign. The name plus description uniquely identifies the operation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., bulk delete tools or other delete operations). No prerequisites or context for valid IDs are provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behavioral traits. It only says 'delete' without indicating whether it's a soft or hard delete, if it is irreversible, or any side effects like cascading to other entities.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence that directly states the tool's purpose. No extraneous words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a deletion tool with no output schema, the description fails to explain return behavior, error conditions, or idempotency. The parameter description is tautological, providing no additional context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (one parameter fully described in schema), so baseline is 3. The description adds no new meaning; it just restates 'The merchant location key', which is redundant with the parameter name.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (delete) and the resource (inventory location). It distinguishes itself from sibling tools like create, get, or enable by using the verb 'delete'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_disable_inventory_location or ebay_get_inventory_location. No prerequisites or context for when deletion is appropriate are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and description fails to disclose behavioral traits such as permanence, authorization requirements, or side effects of deletion.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise at one sentence, but lacks contextual detail; efficiency is good but at cost of completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Minimal coverage for a simple delete operation; no mention of return values, error conditions, or effects, leaving gaps for agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema provides 100% coverage with basic descriptions; no additional meaning added by tool description beyond what schema already states.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb 'Delete' and resource 'subscription filter', distinguishing it from sibling tools like create or update.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, nor any prerequisites or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations; description provides no information about destructive nature, prerequisites, effects on inventory item, or irreversibility. For a delete operation, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is concise and communicates the core purpose. No structural elements needed but could be improved.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Lacks information on what exactly is deleted (all compatibilities?), preconditions, and consequences. Incomplete for a delete operation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a description for 'sku'. Description adds no further context beyond what schema already provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly specifies the action 'Delete product compatibility' and the resource 'for an inventory item'. It distinguishes from sibling delete tools like delete_inventory_item or delete_offer.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, such as when to update rather than delete product compatibilities.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It merely states 'Enable a notification subscription' without disclosing behavioral traits such as idempotency, required permissions, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one phrase, front-loading the purpose. No extraneous text.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description does not explain the effect of enabling (e.g., status change), prerequisites, or return values. Incomplete for a state-mutating tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 100% description coverage for the single parameter 'subscriptionId'. The description adds no additional meaning beyond what the schema already provides, so baseline score applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool enables a notification subscription, using a specific verb-resource pair. It distinguishes itself from sibling tools like 'disable_notification_subscription' and 'create_notification_subscription'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like 'update_notification_subscription'. No prerequisites or conditions are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries full burden. It states the action and scope but does not disclose behavior like error cases, file size limits, or that it returns raw file content (binary). The description is too minimal for full transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (two sentences plus scope), front-loaded with the main action. Every sentence is necessary, though it could be better structured with clearer usage context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple nature of the tool (file download with 3 required params), the description lacks workflow context, such as the need to fetch evidence IDs via 'get_payment_dispute' first. No output schema means return format is unspecified.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so all parameters are described in the schema. The description adds no additional meaning beyond what the property descriptions already provide (e.g., 'the file ID to download'). Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Download evidence file content') and the resource ('from a payment dispute'). It is specific and distinguishable from siblings like 'upload_payment_dispute_evidence_file' or 'get_payment_dispute', though it does not explicitly differentiate.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description only mentions the required OAuth scope. It provides no guidance on when to use this tool versus alternatives (e.g., when you need to view evidence vs. upload it), nor any prerequisites or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states 'find items eligible' without explaining what 'eligible' means (e.g., criteria like active listings, buyer interest). It does not disclose whether the tool is read-only, any authorization requirements, or the behavior for edge cases (e.g., no eligible items). This lack of detail reduces transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence of 8 words, which is very concise. It avoids unnecessary words and gets straight to the point. While it is appropriately sized for a simple tool, it sacrifices important details that could be added without becoming verbose. It is front-loaded with the verb 'Find' and the resource.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has three optional parameters, no annotations, and no output schema, the description does not provide sufficient context. It does not explain what constitutes eligibility, how to interpret results, or that this tool is typically used before 'ebay_send_offer_to_interested_buyers'. The sibling tools list is large and contains many similar names, making it crucial for the description to be more informative. The description is incomplete for an agent to use effectively.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 100% description coverage, so each parameter already has a description (limit, offset, marketplaceId). The tool's description adds no additional semantic meaning or usage context beyond what the schema provides. According to the guidelines, with high coverage, the baseline is 3, and the description does not exceed that.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's purpose: finding items eligible for the 'Send Offer to Buyers' feature. It specifies the resource (items) and the context (eligibility for offers), which distinguishes it from generic listing retrieval tools. However, it could further differentiate from tools like 'ebay_find_listing_recommendations' or 'ebay_suggest_items' that also find items for different purposes.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool vs. alternatives. It does not indicate that this tool is a prerequisite for 'ebay_send_offer_to_interested_buyers' or mention any conditions for usage. Without context, an agent cannot determine the appropriate workflow or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description does not disclose behavioral traits beyond the 'get' verb. Missing details such as read-only nature, required permissions, error handling (e.g., item not found), or output format.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, very concise. However, it may be too terse given the lack of other context. Could include a brief note on output or usage without becoming bloated.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the sibling set, lack of output schema, and absent annotations, the description is insufficient. It does not specify return values, possible errors, or how the tool fits into the ad management workflow.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with basic descriptions, but the description adds no additional semantic meaning. It does not explain how to obtain adId or campaignId, or their significance in the overall workflow.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get ad' which clearly identifies the action and resource. It distinguishes from plural variants (ebay_get_ads) by implying singular retrieval, but does not specify the ad type (e.g., Promoted Listings) or context.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. Among many sibling tools (ebay_get_ads, ebay_get_ad_group, ebay_create_ad), the description provides no context for selection, prerequisites, or fallback options.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose any behavioral traits beyond what is implied by the name. No annotations are provided, and there is no mention of pagination, authentication requirements, rate limits, or other operational details that would help the agent invoke the tool correctly.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at one sentence, which is efficient and front-loaded. However, it may be too terse and sacrifices helpful detail for brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations or output schema, the description lacks completeness. It does not explain what audiences are, how the parameters (limit, offset, emailCampaignType) affect results, or what the return value contains. More context is needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for all three parameters, so the schema already explains parameter meanings. The description adds no extra semantic value for parameters, so a baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb "Get" and the resource "audiences", indicating a retrieval operation. However, it does not differentiate from sibling tools like ebay_get_email_campaigns, which may also retrieve audience-related data, so there is a lack of distinction.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, such as other audience retrieval or email campaign tools. There is no mention of appropriate contexts or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must carry the full burden. It does not disclose whether the tool is read-only, what the output contains, or any behavioral constraints. The description is too minimal to provide useful transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, concise and front-loaded with the action and resource. It avoids unnecessary words, but could be slightly expanded to include more context without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With no output schema and no annotations, the description does not explain what the policies contain, how they are structured, or any prerequisites. It is insufficient for an agent to fully understand the tool's purpose and usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for both parameters (marketplaceId with enum and filter). The description adds no extra meaning beyond what the schema already provides, so baseline score of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'automotive parts compatibility policies' with scope 'for a marketplace'. It distinguishes from other compatibility tools by focusing on 'policies' rather than property values or names, but does not explicitly differentiate from similar tools like 'get_compatibilities_by_specification'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like get_compatibility_property_names or get_product_compatibilities. The agent is left to infer context from the name alone.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full burden for behavioral disclosure. It only states the purpose and does not disclose key traits: it is a read-only operation (get), but doesn't mention if authentication is needed, rate limits, or any side effects. The description is insufficient for an agent to infer safe usage.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no wasted words. It is concise, though it lacks structure (e.g., no bullet points or sections). Given the simplicity of the tool, this is acceptable.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool is a simple list retrieval with no output schema and no annotations. The description does not explain the return format, pagination behavior, or what constitutes 'awaiting feedback'. For a tool with four parameters, the description is too sparse to be fully useful.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, meaning all four parameters (sort, limit, filter, offset) are documented in the schema with basic descriptions. The tool description adds no additional meaning beyond what the schema provides. Since schema does the heavy lifting, baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves transactions awaiting feedback from the seller, specifying the verb 'get' and the resource 'transactions awaiting feedback'. It distinguishes from sibling tools like ebay_get_feedback which likely retrieves feedback already left, and ebay_leave_feedback_for_buyer which is for leaving feedback. However, it could be more explicit about the seller perspective.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like ebay_get_feedback or ebay_leave_feedback. There is no mention of prerequisites, such as requiring authentication or having sold items. The context is only implicit from the name and description.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description carries the full burden. It only states it's a read operation ('get') but no details on side effects, permissions, rate limits, or output format, leaving key behaviors undisclosed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence that is front-loaded with the key purpose. It is concise, though it could be slightly enriched without harming conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read tool with two optional parameters and no output schema, the basic purpose is clear. However, important details like return structure or parameter usage are missing, making it adequate but incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0% and the description does not mention the two parameters (limit, offset) or their meanings, so it adds no value beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get battery qualifications for international shipping' clearly states the verb (get), resource (battery qualifications), and context (international shipping), making the tool's purpose specific and distinguishable from the many sibling tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, no prerequisites or typical use cases are mentioned, and the large set of sibling tools makes this a significant gap.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It fails to disclose whether the operation is idempotent, what the output format is (URL, file, etc.), or any authentication/rate limit considerations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, front-loaded sentence with no unnecessary words. It is concise and directly states the tool's function.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description should explain what the tool returns (e.g., label data) and any error conditions. It does not, leaving significant gaps for a tool with only one parameter.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 0%, so the description must compensate. It does not explain the bundleId parameter beyond implying it identifies a bundle. No details on format or constraints.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get shipping label for a bundle' clearly states the verb (get) and resource (shipping label for a bundle). It distinguishes this tool from other ebay_get_* tools, especially those related to bundles like ebay_get_bundle.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool vs alternatives (e.g., ebay_get_labels, ebay_get_handover_sheet). No prerequisites or context about bundle existence are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden but only states 'Get campaign through the eBay Marketing API.' It does not disclose whether this is a read-only operation, what data is returned, or any side effects. Minimal behavioral insight.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that states the core action. It is front-loaded and efficient, though slightly under-specified.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (one required parameter, no output schema), the description is too sparse. It does not explain what a campaign is, that the ID identifies the specific campaign, or any contextual details that would help an agent understand the tool's role.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a description for campaignId. The tool description adds no additional parameter meaning beyond what the schema already provides. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses a specific verb 'Get' and resource 'campaign', making the purpose clear. However, it does not differentiate from sibling tools like ebay_get_campaign_by_name, so it misses a chance to clarify which campaign retrieval method to use.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_get_campaign_by_name or ebay_get_campaigns. The description lacks context for usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose any behavioral traits such as error handling, permissions, or rate limits. The full burden of transparency is on the description, which it fails to meet.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise with one sentence and no redundancy. However, it could be more informative without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With no output schema and a minimal description, the tool's return structure, error states, and behavioral nuances are not explained. For a simple lookup tool, more context is needed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The only parameter, campaignName, has a description that merely restates its name ('campaignName required endpoint parameter'), adding no semantic value beyond the schema. Although schema coverage is 100%, the description is a tautology.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves a campaign by name via the eBay Marketing API, with a specific verb and resource that distinguishes it from sibling campaign tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_get_campaign or ebay_find_campaign_by_ad_reference. The description lacks context for tool selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behaviors such as read-only nature, response structure, or error handling. It only implies a read operation but lacks specifics like data returned or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise (5 words) and front-loaded. While minimal, it earns its place by stating the core action without superfluous text.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and simple parameters, the description fails to explain the format or scope of suggestions. An agent would need more context to interpret the results correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema descriptions explain the parameters (categoryTreeId and query) adequately. The tool description adds no additional meaning, but schema coverage is 100%, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get) and the resource (category suggestions) with a condition (based on query). It is specific enough to differentiate from sibling tools, as no other tool mentions category suggestions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like get_category_tree or find_seller_standards_profiles. The description does not provide context for prerequisites or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden but only states the basic action. It does not disclose behavioral traits such as auth requirements, read-only nature, rate limits, or what happens with valid vs invalid marketplace IDs.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    A single sentence that is front-loaded with the key information. It is appropriately concise for a simple get tool, though it sacrifices details that could be added without bloat.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the low complexity, no output schema, and only two parameters, the description is minimally complete. However, it could mention that it returns a list of policies or that the filter parameter is optional, which would improve completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so both parameters have descriptions. The tool description adds no additional meaning beyond the schema, meeting the baseline expectation but not exceeding it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses a specific verb ('Get') and resource ('classified ad policies') with a clear scope ('for a marketplace'). It distinguishes itself from many sibling tools that deal with other policy types or actions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus other get_* tools like ebay_get_category_policies or ebay_get_automotive_parts_compatibility_policies. It lacks explicit context or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description does not disclose behavioral traits such as read-only nature, side effects, or permissions required. The name implies a read operation, but this is not explicit.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, front-loaded with the key action. However, it could benefit from slight expansion for clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the tool with nested input parameters and no output schema, the description is too brief. It does not explain what property names are, expected output format, or how it relates to other compatibility tools.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so all parameters have descriptions. The description adds no additional meaning beyond what the schema already provides, resulting in a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get compatibility property names' which is a specific verb+resource. It indicates what the tool does, but does not differentiate from sibling tools like 'ebay_get_compatibility_property_values' or 'ebay_get_compatibilities_by_specification'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. The description does not specify when to use this tool vs alternatives, nor does it include preconditions or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description must carry the full burden. It only states 'Retrieve' (implying read-only) but does not disclose behavior like what happens when policyTypes is omitted (e.g., returns all policies), pagination, required permissions, or rate limits. The lack of output schema further reduces transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, efficient sentence that conveys the core purpose. It is front-loaded and avoids verbosity, though additional context would be valuable.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With one optional parameter, no output schema, and no annotations, the description is too minimal to be fully helpful. It does not address what the tool returns, how filtering works, or how it relates to the many sibling tools.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for the single parameter, and the schema description is clear. The tool description adds no extra meaning beyond what the schema already provides, so the baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (retrieve) and resource (custom policies for the seller account). However, it does not differentiate from sibling tools like ebay_get_custom_policy (singular) or other policy retrieval tools, leaving ambiguity about when to use this plural version.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_custom_policy or other policy retrieval tools. There is no mention of prerequisites, error conditions, or typical use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are given, and the description only says 'Get', implying a safe read operation without detailing authentication needs, error handling, or what happens on invalid campaign IDs.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, front-loaded and efficient. However, it may be too brief, lacking any additional useful detail.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get tool with one parameter and no output schema, the description is adequate but incomplete. It does not mention the return value or expected behavior, which would be helpful.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the baseline is 3. The description adds no extra meaning beyond the schema's 'emailCampaignId required endpoint parameter', which is minimal.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get email campaign', using a specific verb and resource. It is distinct from sibling ebay_get_email_campaigns (plural) which likely returns a list, though not explicitly mentioned.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No information is provided on when to use this tool versus alternatives like ebay_get_email_campaigns, or any context about prerequisites or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden. It implies a read operation ('Get') but does not disclose any behavioral traits such as permissions, rate limits, or side effects. The description adds minimal value beyond the verb.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that is front-loaded with the action and resource. It is efficient, though it could be slightly more informative without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple nature of the tool (GET request, no output schema), the description is minimal. It fails to explain what the return value contains or how the 'filter' parameter works. More detail about the response structure would improve completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% as both parameters ('marketplaceId' and 'filter') have descriptions. The tool description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states the verb 'Get' and the resource 'extended producer responsibility policies for a marketplace', which is specific and distinct from sibling tools. However, it does not elaborate on what these policies encompass, but the purpose is clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of context, prerequisites, or exclusions, leaving the agent without decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only says 'get feedback', lacking details on whether this is a read-only operation, what the response format is, or any side effects. The schema parameters imply filtering but the description does not explain behavior beyond the basic action.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single short sentence, which is efficient and front-loaded. It could benefit from a bit more detail, but it avoids verbosity and gets the core purpose across.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description is insufficient. It does not explain return structure, pagination (sort/limit/offset), or how to use the many optional filters. The long list of sibling feedback tools further highlights the need for more context to aid selection.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already explains all 10 parameters. The description adds minimal value by mentioning 'by type', which loosely ties to the feedbackType parameter, but does not provide additional meaning beyond what's in the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get feedback for a user by type', specifying the verb (get), resource (feedback), and key filter (by user and type). This distinguishes it from sibling tools like 'leave_feedback_for_buyer' or 'respond_to_feedback', which are write operations.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_get_awaiting_feedback or ebay_get_feedback_rating_summary. Does not mention prerequisites, required authentication, or typical use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only states the basic action without mentioning side effects, permissions, or what happens if the marketplace does not support hazardous materials labels. This is insufficient for a tool that likely involves regulatory data.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence that front-loads the verb and main object. It is concise and free of fluff, though it could be slightly more informative without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema and annotations, the description should provide more context about the return value (e.g., format, content). It fails to mention whether labels are returned as a file, URL, or data object, leaving the agent with incomplete information.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers 100% of parameters with a description for 'marketplaceId'. However, the tool description does not add any additional meaning beyond the schema, such as which marketplaces are valid or how the parameter affects the output. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description specifies the verb 'Get', the resource 'hazardous materials labels', and the context 'for a marketplace'. It is clear enough to distinguish from many sibling tools, but could be more explicit about the exact nature of the labels (e.g., PDF, report).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like 'ebay_get_labels' or 'ebay_get_product_safety_labels'. The description does not mention any context or preconditions for usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It mentions OAuth scopes (authentication requirement) but does not state that the tool is read-only, what happens during retrieval (e.g., pagination behavior), or any other side effects. The description lacks sufficient behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is highly concise, with two sentences that directly state the purpose and required OAuth scope. No unnecessary words, and the essential information is front-loaded.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that there is no output schema and no annotations, the description should provide more behavioral and contextual details (e.g., pagination, rate limits, response format). It only covers the OAuth requirement, leaving significant gaps for a retrieval tool in a large set of siblings.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers both parameters (limit, offset) with descriptions, achieving 100% coverage. The description does not add additional meaning beyond the schema, so it meets the baseline but does not exceed it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves all inventory items for the seller, using a specific verb and resource. However, it does not distinguish from siblings like ebay_get_inventory_item (single item) or ebay_create_or_replace_inventory_item, which could be inferred from the name but lacks explicit differentiation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides the required OAuth scope as a prerequisite but does not indicate when to use this tool versus alternatives (e.g., ebay_get_inventory_item for a single item, or ebay_bulk_get_inventory_item for bulk retrieval). No exclusions or context for selection are given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description carries full burden. It only states the action without disclosing read-only nature, rate limits, pagination behavior, or response structure. The minimal description fails to convey behavioral traits.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words. It is appropriately concise for a straightforward list operation, though it could benefit from slight expansion.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity and full schema coverage, the description is minimally adequate. However, it lacks details about response format or use cases, and the absence of output schema reduces completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% for both parameters (limit, offset). The description does not add any extra meaning beyond the schema, so it meets the baseline for high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and resource 'inventory locations'. It distinguishes itself from singular location retrieval tools (e.g., ebay_get_inventory_location) by implying plural, but does not explicitly highlight pagination or filtering behavior.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_inventory_location. There is no mention of prerequisites or contextual use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description does not disclose any behavioral traits beyond the basic read operation. It does not mention authentication requirements, rate limits, or the nature of 'aspects' (e.g., whether they are required for listing). The agent is left to infer behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no redundancy. It is appropriately concise for a straightforward getter, though it could benefit from additional context without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (2 required parameters, no nested objects, no output schema), the description is minimal. It lacks behavioral guidelines, usage context, and explanation of return values. The agent is left with gaps, especially since there is no output schema to clarify results.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for its two parameters, so the schema already provides meaning. The description adds no extra semantic context beyond what the parameter names and descriptions imply. A baseline score of 3 is appropriate given the schema's completeness.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get item aspects for a specific category' clearly identifies the action (get) and resource (item aspects for a category). It is specific enough to distinguish from generic operations, though it does not explicitly differentiate from sibling tools like 'get_category_tree' or 'get_category_suggestions', which serve different purposes.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. For instance, it does not clarify how this differs from 'get_category_tree' or 'get_category_suggestions', nor does it specify prerequisites or context such as needing a valid category ID from a tree.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must convey behavioral traits. It does not disclose authentication requirements, rate limits, return value structure (no output schema), or any side effects. The description is insufficient for an agent to understand behavior beyond the basic retrieval.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that front-loads the verb. It is efficient but lacks structured elements like bullets or sections. It earns its place but could be more informative while staying short.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema, the description should clarify what the tool returns (e.g., promotion details). It does not. The tool is one of many similar marketing tools, and the description provides no additional context to help an agent understand its role or data.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'promotionId' has a schema description that merely states it is required, which is a tautology. With 100% schema coverage, the baseline is 3, but the description adds no meaningful context beyond what the schema already indicates.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'item price markdown promotion', making the purpose understandable. However, it does not distinguish this tool from similar siblings like 'ebay_get_item_promotion' or 'ebay_get_promotions', which reduces clarity for selection.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, such as when to use 'ebay_get_item_promotion' or 'ebay_get_promotions'. No context, prerequisites, or exclusions are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description does not disclose any behavioral traits such as read-only nature, output format, error conditions, or rate limits. The burden is entirely on the description.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that is front-loaded. It is appropriately sized for a simple get tool, though it sacrifices detail.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Without an output schema, the description should explain what listing structure policies are or what to expect in the response. It fails to provide this context, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for both parameters. The tool description adds no additional meaning beyond the schema, so baseline score applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and resource 'listing structure policies', and specifies the context 'for a marketplace'. It is unambiguous but does not differentiate from sibling tools like ebay_get_listing_type_policies.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor any prerequisites or exclusions. The agent must infer usage from the tool name alone.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It only states 'Get', implying read-only, but does not mention authorization, rate limits, or error handling. Minimal transparency for a tool with no annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, front-loading the verb and resource. It is efficient but could be slightly more informative without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description does not explain what 'listing type policies' are, the return format, or how the filter works. Without an output schema, more context is needed for completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with parameter descriptions. The tool description adds no extra meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get listing type policies for a marketplace' clearly states the action and resource. It distinguishes from sibling tools like get_fulfillment_policy or get_return_policy, but does not explicitly differentiate usage scenarios.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool vs. alternatives. It lacks context about prerequisites, when not to use it, or related tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It only states 'Get', implying read-only behavior, but does not mention authentication requirements, rate limits, or potential side effects. The description fails to add value beyond the tool name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no extraneous words. While concise, it omits important details, but the minimalism does not detract from readability.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the presence of sibling tools and lack of output schema, the description is incomplete. It does not explain what a negative keyword is, how to obtain the ID, or what the return value looks like. More context is needed for the agent to use it correctly.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, with the parameter described as 'negativeKeywordId required endpoint parameter'. The description adds no additional semantic context, such as format or provenance. Baseline score of 3 is appropriate given high schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses verb 'Get' and resource 'negative keyword', clearly indicating the action. However, it does not distinguish from the sibling tool 'ebay_get_negative_keywords' which retrieves all negative keywords, missing a crucial differentiation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like 'ebay_get_negative_keywords' or 'ebay_create_negative_keyword'. The description lacks context for selecting the appropriate tool.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description carries full burden for behavioral disclosure. It only states 'Get', implying a read operation, but does not disclose any side effects, rate limits, authentication requirements, or error conditions. The description is insufficient for an agent to understand the tool's behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence that efficiently conveys the core purpose. It is front-loaded with the action and resource. However, it could be slightly expanded to include critical usage context without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description should compensate by explaining what the tool returns and any constraints. It does not describe the return format, typical use cases, or the meaning of 'negotiated price policies'. For a simple tool with two parameters, this is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with descriptions for both parameters ('Marketplace ID' and 'Filter criteria'), so the baseline is 3. The description does not add any meaning beyond the schema, such as explaining the format of the filter or the effect of different marketplace IDs.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get') and the resource ('negotiated price policies') and specifies the scope ('for a marketplace'). It distinguishes from sibling tools, as no other tool explicitly targets negotiated price policies. However, it lacks additional context like what a negotiated price policy is.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, when not to use it, or how it fits into the broader workflow. Sibling tools include many 'get' operations, but no differentiation is offered.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden. It only states the basic function and does not disclose behavioral traits such as read-only nature, authorization requirements, or what the response contains.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise with one sentence of six words. While efficient, it is overly brief and could include more useful information without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get tool with one parameter, the description is incomplete. It omits context such as the response format, that it returns policies for the authenticated seller, and the impact of the required marketplaceId.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% for the single parameter 'marketplaceId', providing its meaning. The description adds no additional context beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get payment policies for the seller' clearly states the action and resource, but it is essentially a restatement of the tool name without adding significant differentiation from sibling policy tools like 'ebay_get_return_policies'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus other policy retrieval tools. There is no mention of prerequisites, context, or alternatives among the many sibling tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of behavioral disclosure. It mentions required OAuth scopes (sell.account.readonly or sell.account) but does not disclose other behavioral traits such as response format, rate limits, or potential errors. The description is too sparse to adequately inform the agent about the tool's behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise, using only three sentences to convey purpose, deprecation status, and OAuth requirements. There is no wasteful language, and the structure is efficient for an agent to quickly parse.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema, the description should explain what the tool returns (e.g., status details). It does not provide this information, leaving the agent without crucial context about the response. The deprecation notice is helpful but insufficient to make the tool description complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage, with both parameters described (marketplaceId with enum values, paymentsProgramType as a string). The description adds no additional parameter semantics beyond what the schema provides. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's purpose as getting the payments program status for a marketplace. It uses a specific verb ('Get') and resource ('payments program status'). However, it does not explicitly differentiate from sibling tools, though the unique resource and deprecation note provide some distinction.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description notes that the tool is deprecated and that all seller accounts have been enabled for the new flow, implying it may not be needed. However, it fails to provide explicit guidance on when to use this tool versus alternatives, and no alternative tools are mentioned. The deprecation warning is a weak usage signal.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose behavioral traits such as idempotency, authentication needs, or potential side effects. 'Get' implies read-only, but it is not explicitly stated.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence without waste, but it could be slightly more informative without sacrificing brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple tool with one parameter and no output schema, the description is adequate but minimal. It does not explain what 'product compatibility information' entails or the format of the response.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema already describes the 'sku' parameter as 'The seller-defined SKU' with 100% coverage. The description adds no additional meaning beyond what the schema provides, meeting the baseline for high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get) and resource (product compatibility information for an inventory item), but it does not differentiate from sibling tools like ebay_get_product_compatibilities, which might have overlapping functionality.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool over alternatives (e.g., ebay_get_product_compatibilities), nor any prerequisites or context for using the sku parameter.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It only states the basic action without details on authentication requirements, response format, rate limits, or potential errors. As a read operation, it implies non-destructive behavior, but lacks sufficient disclosure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence that efficiently conveys the core function. It is well-structured and front-loaded, containing no fluff.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description covers the basic purpose but omits crucial context such as the output format, content of safety labels, and any side effects. For a retrieval tool with no output schema, some indication of the response structure is expected for completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The parameter is fully described in the schema with an enum and description ('Marketplace ID'). The tool description adds no additional meaning. With 100% schema coverage, baseline is 3, and no improvement or degradation is observed.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (Get), resource (product safety labels), and scope (for a marketplace). It distinguishes from sibling tools like ebay_get_hazardous_materials_labels and ebay_get_labels by specifying 'product safety'. However, it does not elaborate on what constitutes a product safety label, leaving some ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, exclusions, or related tools. Given many sibling tools exist (e.g., ebay_get_hazardous_materials_labels), an agent would benefit from explicit differentiation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It only states the action, lacking details on read-only nature, side effects, or return data structure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one sentence, but it lacks structure such as a summary of what rate tables are or any contextual details. It is not overly verbose, but could provide more value.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema or annotations, the description is incomplete. It fails to explain what rate tables represent or any prerequisites, leaving the agent with minimal context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The tool has zero parameters, so the description does not need to add parameter meaning. A baseline of 4 is appropriate as there is no missing parameter info.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get seller rate tables' clearly indicates the tool retrieves rate tables for the seller. It uses a specific verb and resource, but does not differentiate from similar get_* tools like ebay_get_rate_limits.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There are no exclusions or context for prerequisite conditions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must convey behavioral traits. It does not mention authentication, read-only nature, rate limits, or error handling (e.g., invalid marketplaceId). The only behavioral hint is that it 'gets' data, implying a read operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that front-loads the core purpose. However, it is overly minimal and could include additional context without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of annotations, output schema, and the presence of two parameters, the description is incomplete. It does not explain what regulatory policies are returned, how to use the filter, or any prerequisites (e.g., authentication). More detail is needed for effective agent usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for both parameters (marketplaceId and filter). The description adds no extra meaning beyond 'for a marketplace'. Baseline 3 is appropriate; the description does not enhance understanding of parameter usage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get regulatory policies for a marketplace' clearly states the tool's verb and resource, and the term 'regulatory' distinguishes it from sibling policy tools (e.g., get_category_policies, get_fulfillment_policy). However, it does not specify what type of regulatory policies or clarify the scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool over alternatives. There is no mention of when to choose get_regulatory_policies versus other policy-related sibling tools, nor any prerequisites or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must convey behavioral traits. It only states it is a read operation ('get'), but does not disclose authentication needs, rate limits, response format, or whether the operation is safe/read-only. This lacks sufficient transparency for a tool with no annotation backing.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is concise and front-loaded with the main action. However, it could be restructured to include a brief note on what metadata is returned or how it differs from siblings, without adding much length.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has three parameters and no output schema, the description should clarify what metadata is retrieved and how it differs from similar tools like 'ebay_get_report_metadata'. It is incomplete, leaving the agent to guess the tool's exact purpose and return value.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already documents each parameter. The description adds no additional meaning beyond what the schema provides, such as valid values for reportType, channel, or fundingModel. Hence, it does not enhance parameter understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it retrieves report metadata for a specific report type via the eBay Marketing API. The verb 'get' and resource 'report metadata for report type' are specific, but it does not differentiate from sibling tools like 'ebay_get_report_metadata' which might serve a broader scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    There is no guidance on when to use this tool versus alternatives such as 'ebay_get_report_metadata' or 'ebay_get_report_tasks'. The description does not mention prerequisites, excluded scenarios, or context-specific usage.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden for behavioral disclosure. It does not state that the operation is read-only, whether pagination is used, rate limits, or any side effects. The description is vague on behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, very concise and front-loaded. However, it omits information that could be included without significant length increase, such as a brief note on pagination or status filtering.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description does not explain the return format, pagination behavior (use of limit/offset), or how reportTaskStatuses filters results. With no output schema and many siblings, more context is needed for effective use.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (each parameter has a generic description). The tool description adds no additional meaning beyond the schema. Baseline score of 3 is appropriate as no value is added for parameter semantics.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and resource 'report tasks', along with the API context. It distinguishes from siblings like ebay_get_report_task (singular) and ebay_create_report_task. However, it does not define what a report task is.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like ebay_get_report_task, ebay_get_report, or ebay_get_report_metadata. There is no mention of prerequisites, scenarios, or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description only indicates a read operation ('Get'), which is insufficient given the absence of annotations. It does not disclose authentication requirements, rate limits, or what the returned data encompasses beyond the parameter.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence that is appropriately concise. It is front-loaded and wastes no words, though it could benefit from slight expansion.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 1 parameter and no output schema, the description lacks completeness. It does not describe the expected return value (e.g., list of return policies) or any additional context needed for correct invocation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with the single 'marketplaceId' parameter fully described in the schema. The description adds no semantic value beyond the schema, so it meets the baseline but does not enhance understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get return policies for the seller' clearly states the verb and resource, distinguishing it from sibling tools like 'ebay_get_return_policy' (singular) and 'ebay_get_return_policy_by_name'. However, it could be more explicit about returning all policies for the seller's account.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as 'ebay_get_return_policy' or 'ebay_get_return_policy_by_name'. There is no mention of prerequisites or context for use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral transparency, but it only states a generic retrieval action. It does not disclose whether the operation is read-only, requires authentication, or what happens if the marketplaceId is invalid or the filter is malformed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence with no unnecessary words. It is appropriately concise, though it could be slightly more informative without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description should explain what shipping policies are, how they are returned, and any prerequisites. It does none of these, leaving significant gaps for the agent to infer or guess.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, but the descriptions are minimal ('Marketplace ID' and 'Filter criteria'). The tool description adds no additional meaning beyond what the schema already provides, so it meets the baseline but does not improve it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get') and the resource ('shipping policies') and specifies the scope ('for a marketplace'). However, it does not differentiate from sibling tools like ebay_get_shipping_cost_type_policies, leaving room for ambiguity about what specific type of shipping policies are retrieved.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. Sibling tools like ebay_get_shipping_cost_type_policies are closely related, but the description does not clarify the distinction or provide any usage context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description should fully disclose behavior. It implies a read operation but does not mention side effects, permissions, or rate limits. The description is too brief to convey behavioral traits.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no wasted words. It is appropriately sized for the tool's simplicity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has no output schema and the description does not explain what information is returned or that the response may be paginated. Given the optional pagination parameters, the description is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, with clear descriptions for both parameters. The description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states it gets seller subscription information, using a specific verb and resource. It is distinct from sibling tools as no other tools relate to subscriptions, making purpose clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives or prerequisites. There are no sibling tools for subscriptions, but the description lacks context on typical use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behavioral traits. It does not mention idempotency, side effects, error handling, permissions, or what happens if the report does not exist.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words. However, it is slightly under-specified for a tool with no output schema or annotations.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and one parameter, the description should at least mention what the tool returns or prerequisites. It misses both, leaving the agent without needed context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'veroReportId' is fully described in the schema as 'VeRO report identifier returned by createVeroReport'. The description adds no new meaning beyond 'by ID', so the baseline of 3 applies (schema covers 100%).

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get a specific VERO report by ID' clearly states the action (get) and resource (VERO report), and specifies retrieval by identifier. It is distinct from sibling tools like ebay_get_vero_report_items, but lacks context explaining what a VERO report is.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives (e.g., ebay_get_vero_report_items) or prerequisites like first creating a report via ebay_create_vero_report.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It mentions leaving feedback but fails to disclose that the operation is likely irreversible, that it may affect buyer-seller ratings, or that it requires authentication. Additionally, it omits four parameters (images, listingId, sellerRatings, transactionId) from the behavioral description.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence) and front-loaded with the primary action. It is concise and to the point. However, it omits important information about other parameters, which could be considered too brief for a tool with 7 parameters.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that there are 7 parameters and no output schema or annotations, the description is incomplete. It only addresses 3 of 7 parameters, leaving the purpose of images, listingId, sellerRatings, and transactionId unexplained. The agent cannot determine which parameters are mandatory or how they relate to the feedback action.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so each parameter has a description in the schema. The description lists three key parameters (orderLineItemId, commentType, commentText) but adds no additional meaning beyond what the schema already provides. It does not explain the relationship between parameters or provide formatting details.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's purpose: 'Leave feedback for a buyer.' It identifies the verb (leave) and resource (feedback for a buyer). However, it does not differentiate from sibling tools like ebay_respond_to_feedback, which is for responding to received feedback, not leaving new feedback.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides minimal guidance by listing three parameters to provide but does not explain when to use this tool versus alternatives. There is no mention of prerequisites, exclusions, or context such as when feedback should be left (e.g., after a transaction).

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must fully disclose behavioral traits. It states 'Publish an offer' implying a write/mutation operation but does not describe side effects, required prior state, error conditions, or the outcome (e.g., creating an eBay listing). The OAuth scope is provided but insufficient for understanding the tool's impact.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is short (two sentences) and includes only essential information: purpose and OAuth scope. No unnecessary words. However, it could be slightly improved by integrating the scope into the first sentence or using a clearer structure (e.g., separating purpose and prerequisites).

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a publish action with minimal schema and no output schema, the description should cover prerequisites, what the body should contain, and the return value. It fails to provide context on how to construct the body, what a successful publish returns, or how this differs from similar tools. Significant gaps remain.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The parameter description ('Generated PublishByInventoryItemGroup body') is generic and adds no meaningful guidance beyond the schema. While schema coverage is 100%, the single parameter's description does not hint at required fields, structure, or constraints. The agent gains no additional insight from the description.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Publish an offer') and the resource ('inventory item group') with an explanatory parenthetical ('variation listing'). This distinguishes it from sibling tools like ebay_publish_offer (single offer) and ebay_withdraw_offer_by_inventory_item_group. The purpose is specific and unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description lists the required OAuth scope but provides no guidance on when to use this tool versus alternatives like ebay_publish_offer or ebay_bulk_publish_offer. There is no mention of prerequisites (e.g., the offer must be created first via ebay_create_offer) or situations where this tool is inappropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description carries the full burden. It only says 'Update ad group' without disclosing whether it's a partial update, what fields are required, permissions needed, rate limits, or side effects. Minimal behavioral information.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    A single clear sentence, no wasted words. It is appropriately short, though could benefit from one more sentence on usage or behavior.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description should provide more context (e.g., return format, error handling, update semantics). It is insufficient for an agent to invoke correctly without guessing.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (all parameters have descriptions). The description adds no additional meaning beyond the schema (e.g., the 'request' description is just 'Update ad group request body'). Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Update') and resource ('ad group'), with the API mention. It distinguishes from create/get/delete siblings by the verb, but does not differentiate from other update tools like ebay_update_ad or ebay_update_campaign_identification.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool vs alternatives (e.g., ebay_create_ad_group, ebay_get_ad_group). No prerequisites or exclusions are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description must carry behavioral disclosure. Only states 'update', implying write operation, but no details on side effects, permissions, or limitations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, no redundancy. Efficient for what it conveys.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, and description fails to explain return values, errors, or behavioral outcomes. Incomplete for a tool with nested parameters and required inputs.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema covers both required parameters (campaignId and request). Description adds no extra meaning beyond the schema. Baseline 3 due to high schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states it updates an ad rate strategy via eBay Marketing API. Distinguishes from siblings like ebay_update_bidding_strategy or ebay_update_campaign_budget, though lacks specificity on what an ad rate strategy entails.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Provides no guidance on when to use this tool vs alternatives like ebay_update_bidding_strategy. No prerequisites or context for invoking the tool.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description does not disclose behavioral traits such as whether the update is partial or full replacement, required permissions, or rate limits. With no annotations provided, the description carries full burden but fails to add meaningful context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise at one sentence with no wasted words. However, it could benefit from slightly more detail about the policy object, but it remains appropriately succinct for its purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the nested 'policy' object and no annotations or output schema, the description is too minimal. It does not explain update semantics (e.g., partial vs full replacement) or expected return values, leaving gaps for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents both parameters. The description adds no additional meaning beyond the schema, which is acceptable for a baseline 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool updates an existing custom policy, differentiating it from create, get, and delete operations. However, it lacks specifics on which policy fields can be updated, relying on the schema for details.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives like creating a new policy or using get/delete. Sibling tools include create, get, and delete custom policy, but no differentiation is mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden. It only states 'Update', implying mutation, but lacks details on side effects, required permissions, rate limits, or idempotency. For a mutation tool, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at one sentence, no unnecessary words. However, it could be structured with more detail in a compact format.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema and no explanation of return values or error handling. The input schema is complex with nested objects (priceRange), but the description provides no guidance on usage or expected results, leaving gaps for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the description adds no extra meaning beyond the schema's own descriptions. Baseline is 3, and the description does not provide additional semantic value for the parameters.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Update' and the resource 'email campaign' via the eBay Marketing API. It distinguishes from siblings like create and get, but could be more specific about what aspects of the campaign are updatable.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like create or delete. No prerequisites or context provided, leaving the agent without direction for selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description must disclose behavior. It only states 'Update', implying mutation, but does not clarify if updates are partial/overwriting, immediate, reversible, or any side effects. Schema shows optional fields, suggesting partial updates, but this is not stated.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is concise, but it omits important details such as which keyword properties can be updated or typical usage patterns. Could be slightly expanded without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema or annotations, so description should provide more context. It does not explain return values, error conditions, or how this update relates to other keyword operations. Siblings like bulk_update suggest batch operations, but no comparison.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    All parameters are described in the input schema (100% coverage), including nested fields like bid and keywordStatus. The description adds no additional meaning beyond what the schema provides, so baseline score applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description states verb 'Update' and resource 'keyword', indicating the tool modifies an existing keyword. However, it lacks specificity about what fields can be updated (e.g., bid, status) and does not distinguish from sibling tools like ebay_create_keyword or ebay_bulk_update_keyword.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_bulk_update_keyword. Does not mention required parameters (campaignId, keywordId, request) or any prerequisites for using the tool.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description must cover behavioral aspects. It only states 'Update negative keyword' without disclosing side effects, idempotency, auth requirements, or error behavior. Minimal transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, no wasted words. It is front-loaded with verb and resource, but could be slightly expanded for clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple tool with 2 parameters and no output schema, the description lacks sufficient detail. It does not explain the purpose of the update or link to the broader workflow, leaving gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description adds no additional meaning beyond what the schema provides; it merely names the API.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Update' and the resource 'negative keyword', distinguishing it from create/get/delete siblings. It implies modifying an existing keyword, which is precise.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like create or delete negative keyword. No prerequisites or context for usage are provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description must disclose behavior. It only says 'Update', implying mutation, but does not explain whether the update merges with existing settings or replaces them, what permissions are needed, or any side effects. The optional single parameter is noted in the schema but the description adds no behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (one sentence) and front-loaded with the action. It is efficient but lacks structure or additional contextual sentences. Every word earns its place given the simple tool, though it could benefit from more detail.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool performs a mutation (update) with one optional parameter, no output schema, and no annotations, the description is incomplete. It does not explain what 'notification configuration' comprises, whether other config aspects exist, or what the response looks like. The sibling list is extensive but not leveraged for disambiguation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (1 parameter described). The description adds no additional information about the parameter beyond what the schema provides (alertEmail for alerts). Since the schema already documents the parameter, the description meets the baseline but does not enhance understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Update notification configuration' clearly states the verb ('Update') and resource ('notification configuration'). It accurately reflects the tool's function but does not differentiate it from sibling tools like ebay_get_notification_config or ebay_update_notification_destination, which are distinct actions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidance is provided. The description does not mention when to use this tool versus alternatives (e.g., when to update vs get config, or context for updating notification configurations). There is no indication of prerequisites or typical scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of behavioral disclosure. It does not mention idempotency, partial updates, or required permissions. The tool is mutative, but no side effects or constraints are described.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise, consisting of a single sentence. While it is not verbose, it may be too brief to be helpful, but it does follow the principle of being front-loaded.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has four parameters including a nested object, no output schema, and no annotations, the description is insufficient. It does not explain the effect of updating each field or the response behavior, leaving the agent with limited information.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is high at 75%, so the input schema already documents most parameters. The description adds no additional meaning beyond 'update'. For properties like 'deliveryConfig', the schema includes detailed descriptions, so the marginal value of the description is minimal.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Update' and resource 'notification destination', providing a straightforward purpose. However, it does not differentiate from sibling tools like ebay_update_notification_config or ebay_update_notification_subscription, which are also 'Update' operations on notifications.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. The description lacks any context about prerequisites, such as needing a destinationId, or when to update vs. create/delete destinations.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description fails to disclose behavioral traits such as mutation implications, idempotency, side effects, or return value. The single sentence provides no insight beyond the basic action.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no redundant information. It is appropriately sized and front-loaded, efficiently conveying the tool's purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the nested policy parameter and the absence of an output schema, the description is inadequate. It fails to clarify whether the update is partial or full replacement, what the return value is, or any other essential context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% at the top level, so the baseline is 3. The description adds no additional meaning beyond what the schema provides; nested properties within the policy object lack descriptions, but the description does not compensate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (update) and resource (existing payment policy), effectively distinguishing it from sibling tools like get, create, and delete. However, it does not differentiate from other update tools (e.g., update fulfillment policy) beyond the resource name.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are prerequisites (e.g., requiring an existing policy ID) or conditions for use mentioned. The description offers no context for decision-making.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must convey behavioral traits. It only states the basic operation, omitting details like idempotency, error behavior, or authentication requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that efficiently conveys the core purpose without unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple fetch operation with only one parameter, the description is minimal. It lacks any mention of return format, error handling, or prerequisites, which would be helpful given no output schema or annotations.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and the schema already describes the 'id' parameter as 'Item SKU'. The description's phrase 'by SKU' adds no new meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (fetch), resource (eBay inventory item), and identifier (SKU). However, it does not differentiate from the similar sibling tool 'ebay_get_inventory_item', which likely also fetches by SKU.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No information on when to use this tool versus alternatives, or any prerequisites or exclusions. The description is purely functional without usage context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose any behavioral traits such as pagination, output format, or error handling. The description is too minimal to be transparent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise with a single sentence of five words. It is to the point but lacks essential details, which slightly reduces its effectiveness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a search tool with no output schema and simple parameters, the description should provide more context about the search behavior and results. It is incomplete and leaves the agent without crucial information.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already defines both parameters. The description adds no additional meaning beyond what the schema provides, resulting in a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it searches for eBay inventory items, providing a specific verb and resource. However, it does not differentiate from sibling tools like 'search_messages' or 'fetch'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is given on when to use this tool versus alternatives like 'search_messages' or 'fetch'. The description lacks any when-to-use or when-not-to-use information.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description must disclose behavioral traits. It indicates a write/destructive operation ('Cancel') but provides no details on effects, reversibility, permissions, rate limits, or partial failure handling for the bulk request.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, but it omits essential details. It earns its place but does not provide sufficient guidance, so it is not optimally concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness1/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of annotations, opaque schema, and no output schema, the description is highly incomplete. It fails to explain the input format, expected output, error conditions, or behavior, making the tool nearly unusable for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The sole parameter 'body' is required but has no defined properties and allows additionalProperties. Schema description coverage is 0%, and the description gives no hint about the body's structure, leaving the agent unable to construct a valid request.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Cancel' and resource 'multiple packages', with the context 'in one request'. It distinguishes from the singular 'ebay_cancel_package' and other bulk operations like 'ebay_bulk_confirm_packages'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The context for use is clear: cancel multiple packages at once, implying it's an alternative to calling the single-cancel tool repeatedly. However, no explicit when-not-to-use or prerequisites are provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description carries full burden. It states 'Bulk delete' but does not disclose whether the operation is destructive, idempotent, or has any side effects, rate limits, or permission requirements.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence of 13 words, which is concise. However, it lacks structure or front-loading of key information such as prerequisites or return behavior.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a bulk delete with nested input and no output schema, the description is too minimal. It fails to explain behavior on success, error handling, or whether the operation is atomic, leaving significant gaps for the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%: both parameters have basic descriptions. The tool's description adds no extra semantic value beyond what the schema already provides, resulting in a baseline score.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'delete', resource 'ads', and the method 'by inventory reference', and identifies the API (eBay Marketing API). It effectively distinguishes from siblings like 'ebay_bulk_delete_ads_by_listing_id'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as 'ebay_delete_ad', 'ebay_delete_ads_by_inventory_reference', or 'ebay_bulk_delete_ads_by_listing_id'. The description does not mention any conditions or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description only mentions 'bulk update ads bid'. Does not disclose idempotency, side effects, permissions, or error behavior. Minimal behavioral disclosure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    A single sentence, concise but lacks structure. It does not front-load the most critical details, but it is not verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with nested parameters and no output schema or annotations, the description is too brief. It does not explain the request structure, bid percentage semantics, or what the response contains.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for each parameter. The description adds no new meaning beyond the schema. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'bulk update', the resource 'ads bid', and the method 'by inventory reference'. It distinguishes from sibling tools like ebay_bulk_update_ads_bid_by_listing_id.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., updating by listing ID). The description only states what it does, not when to prefer it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully disclose behavior. It does not mention consequences, reversibility, permissions, rate limits, or any side effects of creating a report.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two concise sentences, front-loaded with the core action. Every sentence adds value with no redundant or extraneous content.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite a single parameter, the nested object is complex. The description lacks information about response format, prerequisites (e.g., VeRO membership), error handling, or any process beyond creation. Without annotations, the description is insufficient for an agent to confidently use the tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The tool description adds no information about the parameters beyond what is in the schema. The schema description for 'reportData' is generic ('Generated VeroReportItemsRequest body'), and nested properties lack descriptions. The tool description does not compensate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool creates a VERO report for intellectual property infringement, with specific verb 'create' and resource 'VERO report'. However, it does not explicitly differentiate from sibling tools like ebay_get_vero_report, though the creation purpose is clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage by rights owners in the VeRO Program, but lacks explicit guidance on when to use this tool versus alternatives, or any exclusions or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior1/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description fully carries the burden of disclosing behavioral traits. It only states the action, omitting critical details such as whether deletion requires specific permissions, is reversible, or what happens if the policy is in use. This is insufficient for safe invocation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no superfluous words. It is maximally concise and front-loaded, earning its place without any waste.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    While the tool is simple with one parameter and no output schema, the description lacks essential contextual information such as effects of deletion, idempotency, or error conditions. A more complete description would include at least a note about prerequisites or outcomes.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, meaning the parameter is already documented in the schema. The description adds no additional meaning beyond the schema's 'The fulfillment policy ID'. Baseline score of 3 is appropriate as the schema does the heavy lifting.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete a fulfillment policy' clearly states the action (delete) and the resource (fulfillment policy). Among sibling tools like ebay_delete_payment_policy and ebay_delete_return_policy, it uniquely identifies the specific policy type, fully distinguishing its purpose.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. It does not mention prerequisites (e.g., policy must exist) or when not to use it (e.g., if policy is associated with active listings). The description offers no contextual usage direction.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations. Description only says 'delete' without disclosing consequences, reversibility, permissions needed, or impact on related data.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise (4 words) but lacks structure and additional context. Conciseness is good but at the expense of informativeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given a single parameter and no output schema, the description is minimally complete but fails to mention permanence of deletion, side effects, or prerequisites.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and description for 'subscriptionId' is clear; the tool description adds no further semantic value beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the action (Delete) and resource (notification subscription), distinguishing it from sibling tools like get, create, update, disable, enable, and test.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs. alternatives (e.g., disable instead of delete), no prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description must disclose behavior. It does not explain what disabling entails (e.g., reversible, idempotent, side effects). Only states the action.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is concise but lacks necessary detail. Could be expanded to include usage guidance or behavioral notes without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with no annotations and no output schema, the description should provide more context about behavior and usage. It only states the minimal purpose.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. Description adds no extra meaning beyond schema's parameter description. No further details on how to obtain subscriptionId.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Disable a notification subscription' clearly identifies the action (disable) and the resource (notification subscription). This distinguishes it from siblings like enable, create, or delete.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., delete or enable). Lacks context about prerequisites or when not to use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose whether this operation is read-only, requires authentication, or has any side effects. For a tool that likely retrieves data, this is insufficient behavioral transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that front-loads the verb and resource. Every word serves a purpose with no extraneous content.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of an output schema, the description omits any information about the return value or fee structure. An agent would not know what to expect in the response, making the tool contextually incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers the single parameter with 100% coverage, but the parameter description 'Generated OfferKeysWithId request body' is vague. The tool description adds no additional meaning or structure hints for this body parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'listing fees for offers', with a specific timing cue ('before publishing'). However, it does not differentiate from sibling tools like ebay_get_offer, which might also return fee information.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The phrase 'before publishing' implies a use case, but there is no explicit guidance on when to use this tool versus alternatives (e.g., ebay_get_offer) or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only states 'Pause promotion' without disclosing side effects, required permissions, or post-action state, which is insufficient for a mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise but lacks structure and important details. It is not appropriately sized for the context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema and no annotations, the description should provide more context about what pausing entails and that the promotion must exist. It is incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description does not add meaning beyond the schema's parameter description 'promotionId required endpoint parameter'.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses a specific verb 'Pause' and resource 'promotion', clearly distinguishing it from sibling tools like ebay_resume_promotion, ebay_create_item_price_markdown_promotion, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are any prerequisites or context mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description must disclose behavior. It only states 'creates ads' but does not mention idempotency, overwrite behavior, error handling, prerequisites, or response format, which are critical for a bulk mutation operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    One sentence (12 words) is concise and front-loaded. However, it could incorporate more context without compromising brevity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested objects, bulk operation, no output schema), the description is too brief. It lacks details on response, error handling, limits, or any behavioral context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description adds no parameter-specific meaning beyond the schema; the request body description is generic.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'create', resource 'ads', scope 'bulk', and method 'by inventory reference', distinguishing it from siblings like 'ebay_bulk_create_ads_by_listing_id' and 'ebay_create_ads_by_inventory_reference'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use bulk vs non-bulk or by inventory reference vs listing ID. The description does not mention alternatives or exclusions, leaving the agent without decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must fully disclose behavior, but it only states the action. It omits idempotency, error handling, rate limits, and what happens on success or failure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence, but at the cost of omitting critical details. It earns its place but does too little.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complex nested schema and no output schema, the description lacks completeness: no return value, no max batch size, no error scenarios. Significant gaps remain.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema's brief descriptions; it does not explain bid structure, matchType values, or array constraints.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description explicitly states the action ('Bulk create') and resource ('keyword'), clearly distinguishing it from sibling tools like ebay_create_keyword (single) and ebay_bulk_update_keyword (update).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this bulk operation versus single keyword creation, nor any prerequisites or alternatives mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden for behavioral disclosure. It only mentions 'Create' and the API, but does not disclose any behavioral traits such as required permissions, side effects, or whether it is destructive.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence with no unnecessary words. However, it is under-specified, though this is more a completeness issue than structure. It is front-loaded with the verb and resource.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (nested objects, no output schema), the description is minimal. It does not explain what the tool returns, any side effects, or how to interpret the response. The agent may lack crucial context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already documents all parameters. The description adds no additional meaning beyond the API name, but the schema itself is adequate. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Create' and the resource 'email campaign', specifically via the 'eBay Marketing API'. This distinguishes it from sibling tools like ebay_get_email_campaigns or ebay_update_email_campaign.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No information is provided about when to use this tool versus alternatives, nor any prerequisites or context for its use. The agent receives no guidance on appropriate scenarios.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Since no annotations exist, the description carries full burden. It correctly notes OAuth requirement and the Trading API method. However, it does not disclose potential side effects (e.g., fees, duplication risks) or response behavior, leaving gaps.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences plus a line break, which is concise and front-loaded. However, a more structured breakdown (e.g., bullet points) could improve readability.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has a nested object parameter and no output schema, the description lacks essential context about the payload structure (e.g., mandatory fields like title, price). It is insufficient for an agent to construct a valid request.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (the 'item' parameter has a description). The description adds minimal value beyond the schema by simply stating it's the 'Trading API Item payload'. No details on required sub-fields or structure.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Create a new fixed-price listing' and mentions the underlying API (AddFixedPriceItem). It contrasts with sibling tools like ebay_revise_listing or ebay_end_listing, but does not explicitly distinguish from other create operations like ebay_create_offer.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions required OAuth token and complete item details, but provides no guidance on when to use this tool versus alternatives (e.g., for auction listings or revisions). No explicit when-to-use or when-not-to-use criteria.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It states 'create or replace' implying idempotent behavior, but does not clarify what happens if the mapping already exists (replaces? errors?). It also omits side effects, idempotency guarantees, or error conditions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise, consisting of two sentences. The first sentence clearly states the action. The second sentence provides required OAuth scope, which is useful but not strictly necessary in the description. No fluff, but could be structured to front-load key behavioral info.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 3 required parameters, no output schema, and no annotations, the description is incomplete. It does not explain what the 'body' parameter should contain, what the response looks like, or any prerequisites. Sibling tools exist but aren't referenced.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so each parameter has a brief description in the schema. The tool description adds no additional parameter meaning beyond what the schema provides, so a baseline of 3 is appropriate. The body parameter description is vague but covered.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Create or replace' and the resource 'SKU location mapping for a listing'. It explains the purpose of mapping a SKU to fulfillment center locations. It distinguishes itself from sibling tools like ebay_get_sku_location_mapping and ebay_delete_sku_location_mapping by focusing on creation/replacement.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions required OAuth scopes but provides no guidance on when to use this tool versus alternatives like ebay_get_sku_location_mapping or ebay_delete_sku_location_mapping. It does not specify prerequisites or conditions for creating vs. replacing a mapping.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It states the action (create) implying mutation, but does not disclose side effects, required order state, rate limits, or idempotency. Minimal behavioral disclosure beyond the action itself.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short (one sentence plus OAuth scope) and front-loaded. It is concise, but could be more structured with bullet points for readability. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, no usage guidelines, no behavioral details. For a write operation with nested objects and required parameters, the description is insufficient to fully guide an AI agent. Missing prerequisites like order existence or payment status.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 50% (only orderId has a description; body lacks one). The description adds no parameter meaning beyond the schema. Baseline is 3 due to partial coverage, and no extra value is added.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Create a shipping fulfillment for an order,' using a specific verb (create) and resource (shipping fulfillment) with context. It distinguishes from sibling tools like ebay_get_shipping_fulfillments (read) and ebay_issue_refund (different action).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., when an order is ready, prerequisites like payment status). Only OAuth scope is mentioned, but no exclusions or context hints.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full burden of behavioral disclosure. It states 'delete' but does not explain any side effects (e.g., permanent deletion, campaign impact) or prerequisites (e.g., ad must exist).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with minimal waste. However, it lacks structure such as bullet points or grouping of key information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a delete operation with no annotations or output schema, the description should explain the effect on ads, error conditions, and idempotency. The current description is too brief to be fully complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage, with both parameters ('request', 'campaignId') having basic descriptions. The tool description adds no additional meaning beyond what the schema already provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'delete' and the resource 'ads by inventory reference', making the tool's purpose specific and distinguishable from sibling tools that operate on ads via inventory reference (e.g., bulk delete, create).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like ebay_bulk_delete_ads_by_inventory_reference or ebay_delete_ad. No usage context or prerequisites are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full responsibility for behavioral disclosure. It only states 'Delete' which implies a destructive action, but it fails to mention consequences (e.g., irreversibility, impact on subscriptions that use the destination). The description is too minimal for a deletion operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that is front-loaded. It contains no unnecessary words. However, it may be too brief for a potentially impactful delete operation, but it is efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description should provide more contextual information such as return value, error handling, or side effects. The description is incomplete for a delete operation in a complex notification system.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a clear description for 'destinationId'. The tool description adds no additional meaning beyond the schema. Baseline is 3 due to high coverage; the description does not improve understanding of the parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete a notification destination' clearly states the action (delete) and the resource (notification destination). It effectively distinguishes from sibling tools for creating, getting, updating, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, such as ensuring the destination exists or that no subscriptions depend on it. The description simply states what it does without context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description only states 'Delete report task' without disclosing destructive nature, irreversibility, or any prerequisites beyond implicit deletion.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness3/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence is concise but lacks additional helpful context. Could be more informative without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Adequate for a simple tool with one parameter and no output schema, but missing usage guidelines and behavioral transparency reduces completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% for the single parameter 'reportTaskId', and the tool description adds no additional meaning. Baseline score of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the verb 'Delete' and the resource 'report task', which distinguishes it from sibling tools like ebay_create_report_task and ebay_get_report_task.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. With many report and task-related siblings, the lack of context reduces usability.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description provides minimal behavioral insight beyond the action 'Get'. It does not disclose authentication needs, rate limits, or what happens if no preferences exist.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no filler. It is concise, though it could benefit from additional context without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple getter with no parameters, the description states the purpose but omits any indication of return values or prerequisites. With no output schema, some return description would be helpful for completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The tool has zero parameters, and schema coverage is 100%. Per guidelines, baseline is 4. The description adds no parameter info, but none is needed.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves address preferences for international shipping. It uses a specific verb-resource pair, but does not explicitly distinguish it from other 'get' tools like ebay_get_user or ebay_get_listing.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. There is a sibling tool ebay_create_address_preference, but no mention of when to get vs create.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description does not disclose any behavioral traits such as read-only nature, required permissions, rate limits, or side effects. The description carries the full burden but only states the basic action.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, which is very concise and front-loaded. There is no unnecessary text, though it may be too brief for completeness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has no output schema, so the description should explain what the response contains, but it does not. The filter parameter is also ambiguous. Given the low complexity, the description is insufficient for a complete understanding.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the baseline is 3. The description adds no new meaning beyond the schema's 'Marketplace ID' and 'Filter criteria' descriptions. The filter parameter remains vague, but the schema already documents it, so the tool does not require further clarification.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get category policies for a marketplace', specifying the verb (get), resource (category policies), and scope (marketplace). It distinguishes from sibling tools like ebay_get_fulfillment_policies or ebay_get_return_policies.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are there any prerequisites or exclusions. The description is too brief to inform an agent about context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only mentions 'paginated' but omits details like default pagination size, authentication requirements, or output structure. Full burden falls on description, which is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise at 5 words, front-loaded with key info. However, slight trade-off with completeness; could expand slightly without losing efficiency.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With 9 parameters and no output schema, the description provides minimal context. It does not explain the meaning of parameters or the nature of conversations, leaving gaps for the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so each parameter has a description. The tool description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description uses specific verb 'Get' and identifies resource 'buyer-seller conversations', clearly distinguishing from sibling 'ebay_get_conversation' (singular). The term 'paginated' adds useful scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs. alternatives like ebay_get_conversation or other retrieval tools. Lacks context for selection among many sibling tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description bears full burden for behavioral disclosure but only states the basic purpose. It omits whether the operation is read-only, if authentication is required, or any side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no wasted words, though it could benefit from slight expansion for clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has no output schema and only two parameters, but the description does not explain the return format or the 'filter' parameter's usage, leaving gaps for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema's clear 'userId' and 'filter' descriptions.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and resource 'feedback rating summary for a user', distinguishing it from sibling feedback tools like 'ebay_get_feedback' and 'ebay_leave_feedback_for_buyer'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., ebay_get_feedback), nor any prerequisites or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description bears full responsibility for disclosing behavioral traits. It only states 'Get' which implies a read operation, but does not mention that the operation is idempotent, requires authentication, what the response format is, or any rate limits. For a simple get operation, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence that effectively communicates the core function. It is front-loaded with the verb and resource. While very brief, it earns its place for a simple get operation, though it could be slightly more detailed without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (1 param, no output schema, no annotations), the description is incomplete. It does not mention the return value (a fulfillment policy object) or any prerequisites. Without an output schema, the description should at least hint at what the response contains. The sibling tools add implicit context, but the description itself is lacking.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% and the parameter description 'The fulfillment policy ID' is clear. The tool description adds no further meaning, such as expected format or example. Baseline for high coverage is 3, and no extra value is provided.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get a specific fulfillment policy by ID', using a specific verb ('Get') and resource ('fulfillment policy') with the key identifier ('by ID'). This distinguishes it from sibling tools like ebay_get_fulfillment_policies (list all) or ebay_get_fulfillment_policy_by_name (different identifier).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like ebay_get_fulfillment_policies or ebay_get_fulfillment_policy_by_name. It does not mention prerequisites, appropriate contexts, or when another tool would be better suited.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description offers minimal behavioral insight. It states the tool performs a 'get' (read) operation but does not disclose response format, error conditions, or idempotence guarantees, leaving the agent uninformed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise at 4 words, with no unnecessary text. However, it could be slightly expanded to include important context without sacrificing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simple schema and no output schema, the description is incomplete. It fails to explain what the response contains or how to obtain the merchantLocationKey, leaving gaps for an agent to effectively invoke the tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers the single parameter merchantLocationKey with description 'The merchant location key', so the description adds no additional meaning beyond the schema. The baseline score of 3 is appropriate as the description does not enhance parameter understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get a specific inventory location' clearly states the action (get) and resource (inventory location), distinguishing it from the plural sibling ebay_get_inventory_locations (which retrieves all locations) and other mutation tools like ebay_create_or_replace_inventory_location.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. For instance, it does not mention that ebay_get_inventory_locations should be used to retrieve all locations, or provide context about prerequisites like needing a valid merchantLocationKey.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden. It implies a read-only operation via 'Get', but it does not disclose any side effects, rate limits, or output details. The minimal description fails to add behavioral insight beyond the obvious.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, short sentence with no filler. It is efficient and to the point.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (no output schema, 2 params), the description is adequate but does not explain what the function returns. Without output schema, the agent might need to infer the return structure from the name. Slightly incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema includes descriptions for both parameters ('Marketplace ID' and 'Filter criteria'), so schema coverage is 100%. The description adds no further semantic value beyond these, meeting the baseline expectation.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get item condition policies for a marketplace' clearly states the action (get) and the resource (item condition policies). It is specific and distinguishes from other policy tools like shipping or payment policies, though it could be more explicit about the exact scope.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. It does not mention use cases, prerequisites, or scenarios where this tool is preferred over other policy-related tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description only states it retrieves order details and lists OAuth scope. Does not disclose rate limits, response format, or side effects. For a read operation, the description fails to add behavioral context beyond the bare minimum.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Very concise: one sentence for purpose plus scope. Front-loaded with action and resource. Efficient use of space, though could include a brief note on return format without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, so description should explain what is returned. It does not. For a simple tool this is adequate but lacking completeness. Considering the complexity and richness of sibling tools, more context would help.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. Description adds OAuth scope but does not elaborate on parameter usage or formats beyond what the schema provides. No additional semantic value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Name and description clearly indicate the tool retrieves details of a specific order. The verb 'Get' and resource 'order' are specific and unambiguous. Distinguishes from sibling ebay_get_orders (plural) which lists orders.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. For instance, there is no mention of when to prefer ebay_get_order over ebay_get_orders or other order-related tools. No exclusions or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full responsibility for behavioral disclosure. It only states that the tool retrieves orders and requires specific scopes, but fails to mention if the operation is idempotent, safe, or has rate limits. This is insufficient for a mutation-aware agent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise (1 sentence plus scope lines) and front-loads the core purpose. It could include slightly more detail without becoming verbose, but the brevity is generally effective.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity (5 parameters, no output schema, many siblings), the description is incomplete. It does not explain pagination, filtering behavior, return value structure, or how it differs from 'ebay_get_order'. An agent would need to infer too much.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for all 5 parameters, so the schema already documents each parameter. The description adds no additional meaning beyond what is in the schema, hence a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states that the tool retrieves orders for the seller, which is a specific verb and resource. However, it does not differentiate from the sibling tool 'ebay_get_order' (singular), leaving ambiguity about when to use each.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides OAuth scope requirements, which is important context for using the tool. However, it does not specify when not to use this tool, nor does it mention alternatives like 'ebay_get_order' for single order retrieval.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It discloses deprecation and OAuth scope requirements, but does not detail return value structure, error behavior, or rate limits. Minimal behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Very short, two sentences plus scope line. Front-loaded with purpose. No fluff, but could be more structured (e.g., separate sections).

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given deprecation and no output schema, description lacks detail on what the onboarding information contains or how to interpret results. Minimal completeness for a tool that might still be called for legacy purposes.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%; both parameters have descriptions but description adds no extra meaning beyond the schema. paymentsProgramType has a generic description without enum values, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states it retrieves payments program onboarding information and notes deprecation. Verb and resource are specific, but does not differentiate from sibling tool ebay_get_payments_program.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Explicitly states the method is deprecated and all sellers are already enabled, implying it should not be used. Provides required OAuth scopes. No alternative tool mentioned, but context is clear enough for an agent to avoid using it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, so the description carries the full burden. It only says 'Get', which implies a read operation, but does not disclose permissions, rate limits, or whether the operation is read-only or potentially blocking. The behavior is superficially clear but lacks depth.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single 7-word sentence, perfectly concise with no extraneous information. Every word serves a purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get operation with no output schema, the description is somewhat complete. It states the resource and scope, but does not describe the return value structure or potential error conditions. Given the sibling complexity, more detail about the output would be helpful.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage with clear parameter descriptions. The description does not add extra meaning beyond 'countryCode' and 'jurisdictionId', so it meets the baseline 3 without enhancement.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get sales tax table for a jurisdiction' clearly states the action (get) and the resource (sales tax table) with context (for a jurisdiction). It is specific but does not differentiate from sibling tools like ebay_get_sales_taxes (plural) or ebay_get_sales_tax_jurisdictions, though the singular form implies a single jurisdiction.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. Siblings include ebay_get_sales_taxes and ebay_get_sales_tax_jurisdictions, and no hints are given about which to choose based on the need for a single or multiple jurisdiction records.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully convey behavioral traits. It only states it gets identity information, leaving the agent unaware of whether authentication is required, what data is returned, or any side effects. For a read operation, more context is needed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very brief at one sentence and four words, making it concise and front-loaded. However, it may be too terse, sacrificing completeness for brevity. Still, it earns a high score for structure.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema or annotations, the description should elaborate on what 'user identity information' includes (e.g., name, email, user ID). Without this, the agent lacks sufficient context to understand the tool's output and usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has zero parameters, so schema coverage is effectively 100%. Per guidelines, baseline is 3. The description adds no parameter information, but since there are none, it is adequate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get' and the resource 'user identity information', making the tool's purpose immediately apparent. It distinguishes itself from numerous sibling tools that deal with other entities like listings, policies, or payments.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. Given the many sibling tools, it would be helpful to note that this retrieves the authenticated user's own identity, but that context is missing.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are present, and the description does not disclose side effects, permission requirements, or what happens to the campaign after pausing (e.g., status change, interruption of ads).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no wasted words. It is appropriately concise, though slightly too brief in context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (one param, no output schema), the description should at least mention the effect of pausing or any prerequisites. It lacks this context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a well-described single parameter (campaignId). The description adds no extra meaning beyond what the schema provides, meeting the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'pause' and the resource 'campaign', distinguishing it from sibling tools like resume, end, or delete.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., resume, end, or delete). The context of pausing is implied but not explicit.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose behavioral traits. It only states the action ('publish an offer to create a listing') but omits important details: whether this operation is idempotent, if it modifies the offer's state, if it triggers any downstream effects (e.g., fees, visibility), or required permissions. This is minimal disclosure for a mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence, concise and front-loaded. However, given the tool's simplicity, a slightly longer description with essential usage hints would improve clarity without losing conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description is insufficient for an agent to use the tool correctly. It lacks context about the offer lifecycle (e.g., must be created via ebay_create_offer, not already published) and what the result is (a listing). For a simple but critical operation, more detail is needed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema has 100% coverage for the sole parameter 'offerId', already described as 'The offer ID'. The description adds no further semantics (e.g., where to obtain the ID, format constraints, or state requirements). Baseline score is appropriate as the schema does the heavy lifting.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Publish an offer to create a listing' uses a specific verb ('publish') and resource ('offer'), clearly indicating that this tool takes an existing offer and transforms it into a live listing. This distinguishes it from sibling tools like ebay_create_offer, ebay_update_offer, or ebay_withdraw_offer.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No usage guidelines are provided. The description does not specify prerequisites (e.g., the offer must exist and be in a publishable state), conditions under which publishing fails, or when to use alternative tools like ebay_bulk_publish_offer. An agent has no guidance on context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description bears full responsibility. It states a write operation but lacks details on permissions, idempotency, side effects, or error conditions. Lacks information about return behavior (no output schema).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence with no extraneous words. Efficient but somewhat minimal. Considered appropriately concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Missing important context such as return value (no output schema), prerequisites, and handling of nested object parameters. Inadequate for a tool that modifies campaign budget.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% with descriptions for both parameters. The tool description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states the verb 'Update' and the resource 'campaign budget'. Distinguishes from sibling campaign tools like ebay_create_campaign or ebay_update_campaign_identification by focusing specifically on budget updates.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as ebay_update_campaign_identification or ebay_update_bidding_strategy. No prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. The description does not disclose behavioral traits such as whether the update replaces or merges evidence, idempotency, error cases, or return values.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very short and front-loaded with the core purpose. OAuth scope is included as a separate line. No filler or redundant information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite complete schema, the description lacks context on how the update works, what the body structure requires (e.g., evidenceId is required), and any output or side effects. Not complete for a mutation with nested parameters.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Input schema covers 100% of parameters with descriptions. The description adds no additional meaning beyond what the schema already provides. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description explicitly states 'Update existing evidence in a payment dispute,' providing a specific verb ('Update') and resource ('existing evidence in a payment dispute'). It clearly distinguishes from sibling tools like 'add' and 'upload'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., adding evidence, uploading files). No mention of prerequisites or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, description carries full burden. It only states action and scope, missing behavioral traits like idempotency, rate limits, or side effects. Minimal disclosure beyond basic purpose.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Description is concise and front-loaded with the action. OAuth scope is useful but might be better in annotations. No wasted words, but could be slightly more efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Adequate for a tool with full schema coverage and no output schema. Lacks mention of prerequisites (e.g., upload file step) and expected response. Sufficient but not rich.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline 3 applies. Description does not add additional meaning beyond schema descriptions; 'evidence files and supporting information' is generic.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the verb 'add evidence' and context 'payment dispute', distinguishing from related tools like update and upload. However, it does not explicitly differentiate from siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Provides required OAuth scope, indicating when it can be used, but lacks explicit guidance on when to use this tool versus alternatives like update or upload, and no prerequisites mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must convey behavioral traits. It indicates a mutating operation ('delete') but fails to mention potential consequences, reversibility, rate limits, or response format. This is insufficient for an agent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no unnecessary words. It front-loads the core action and resource, making it efficient for agent parsing.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite low complexity (2 params, no output schema), the description omits important context. The tool name mentions 'listing id' but the request schema uses 'adId', creating ambiguity. It does not explain the relationship between listing IDs and ad IDs, or the structure of the bulk request, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and parameter descriptions are present in the schema. The tool description adds no additional semantic value beyond what the schema provides, meeting the baseline expectation.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (bulk delete), resource (ads), and criterion (by listing id). It effectively distinguishes from related tools like ebay_bulk_delete_ads_by_inventory_reference and ebay_delete_ad.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., ebay_bulk_delete_ads_by_inventory_reference). The description lacks context about prerequisites, such as requiring a campaignId or the structure of the request.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; the description fails to disclose any behavioral traits beyond the basic operation. It does not mention safety, side effects, or any constraints like required permissions or destructive nature.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no unnecessary words. It efficiently conveys the core purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (bulk update with nested object) and lack of output schema or annotations, the description is too minimal. It does not explain expected status values, prerequisites, or any return information, leaving important gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents the parameters. The description does not add any extra semantics or usage notes beyond what is in the schema, meeting the baseline for high coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the verb 'update', the resource 'ads status', and the method 'by listing id'. It effectively distinguishes from sibling tools like ebay_bulk_create_ads_by_listing_id or ebay_bulk_update_ads_bid_by_listing_id.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives, nor any prerequisites or exclusions. The description only states functionality without context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behavioral traits like idempotency, overwriting behavior, or side effects. Nothing beyond the action is provided.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, no redundant information. Efficiently communicates the core action.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema; description doesn't explain return values. Missing context on prerequisites (subscription must exist) and effect on existing filters.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already describes both parameters. The description adds no further meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Create a filter for a notification subscription' uses a specific verb and resource, clearly stating the action. It distinguishes from sibling tools like get/delete/update filter.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives, no prerequisites or exclusions stated.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description must disclose behaviors. It says 'create or replace' implying idempotent behavior, but does not explain if replacement is destructive, permission requirements, or side effects like overwriting existing data.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence with no redundancy. Every word contributes to the purpose. Efficient and front-loaded.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of eBay tax system (sibling tools for jurisdictions, bulk operations), the description lacks context on how this tool fits in, what the return behavior is (no output schema), and what the nested object entails.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema descriptions cover 100% of parameters, so the description adds no additional meaning beyond the schema. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('create or replace') and the resource ('sales tax table for a jurisdiction'), making it distinct from sibling tools that deal with reports, promotions, or other entities.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like ebay_bulk_create_or_replace_sales_tax or ebay_get_sales_tax. The description does not mention context, prerequisites, or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only says 'Delete' without disclosing behavioral traits such as irreversibility, authorization needs, or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words, achieving maximal conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description does not address return values, error conditions, or the effect of deletion, leaving gaps for a mutation tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema provides 100% coverage for the single parameter 'campaignId', and the description adds no additional meaning beyond what the schema already states.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Delete' and the resource 'campaign', and it is distinguishable from sibling tools like create, get, end, pause, resume, clone, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor are there any prerequisites or exclusions mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full responsibility for behavioral disclosure. It only states the action without mentioning side effects (e.g., irreversible deletion), required permissions, or error conditions. Minimal transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    A single, concise sentence that directly states the purpose. No wasted words, though additional structure (e.g., mentioning parameters or API) could improve clarity without verbosity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple delete operation with one parameter, the description is minimally adequate. However, it lacks output schema and error handling details, making it less complete than ideal for an agent to fully understand behavior.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description does not add any parameter details beyond the schema; the schema itself is minimal. No additional value provided.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Delete' and the resource 'email campaign', making the tool's purpose unambiguous. It distinguishes from sibling tools that operate on other resources (e.g., promotions, ads) by specifying 'email'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., updating or pausing a campaign). The description does not mention prerequisites (e.g., campaign must exist) or scenarios where deletion is appropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description only states 'Get' without disclosing any behavioral traits such as required permissions, potential side effects, or error scenarios. With no annotations provided, the description fails to convey essential safety or operational context beyond the basic read operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise: one sentence that front-loads the purpose ('Get a specific custom policy by ID'). No wasted words; every part contributes to clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has no output schema, so the description should explain what a custom policy contains or its format. It does not, leaving agents uncertain about the return value. Additionally, context about how custom policies differ from other policies is missing, which is important given the many sibling tools.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% as the single parameter 'customPolicyId' is described in the schema. The description adds no additional meaning beyond what the schema already provides, so it meets the baseline of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly specifies the action ('Get') and the resource ('a specific custom policy by ID'), using a specific verb and resource that distinguishes this tool from siblings like 'ebay_get_custom_policies' (plural) and 'ebay_create_custom_policy'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternative policy retrieval tools (e.g., ebay_get_fulfillment_policy, ebay_get_return_policy). The context does not explain what a custom policy is or how to decide which getter to use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations exist, so the description carries full burden. It only says 'Get a fulfillment policy by name' without disclosing return type, idempotency, authorization needs, or error cases (e.g., policy not found).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    A single concise sentence with no unnecessary words. Every part earns its place.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of an output schema and sibling tools with similar names, the description is too minimal. It fails to clarify that both marketplaceId and name are required, or what the return value contains, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, with both parameters described. The description adds no additional meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states a specific verb 'Get' and resource 'fulfillment policy', with the qualifier 'by name', which distinguishes it from siblings like ebay_get_fulfillment_policy (by ID) and ebay_get_fulfillment_policies (list).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., ebay_get_fulfillment_policy for retrieval by ID). The description does not mention context or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must disclose all behavioral traits. It only states 'Get', implying a read-only operation, but does not mention side effects, required permissions, error cases (e.g., key not found), or any limitations. The description is insufficient for an agent to understand the tool's full behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence with no wasted words. It is appropriately front-loaded with the key action. However, it could include more useful information without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read tool with one parameter and no output schema, the description is minimally adequate. But it lacks details on what the response contains (the public key value) and any prerequisites, making it somewhat incomplete for an agent to fully understand the tool's output and usage context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (publicKeyId is described as 'The unique identifier for the public key'). The tool description adds no further meaning beyond the schema. Since schema already covers parameters well, baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's function: 'Get a public key for verifying notification signatures'. It uses a specific verb 'Get' and a clear resource 'public key', with the purpose of verifying signatures. This distinguishes it from sibling notification tools which manage configs, destinations, subscriptions, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives. It does not mention prerequisites, such as needing a publicKeyId from prior steps, nor does it explain when signature verification is needed. Sibling tools like ebay_get_notification_config or ebay_get_notification_destination serve different purposes, but no context is provided for comparison.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only states basic function. Does not disclose authentication needs, error behavior, or that this is a read-only operation. Burden falls on description, but it fails to add behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Description is a single sentence with no wasted words. Concise and to the point, though it could include more context without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple getter with one parameter and no output schema, the description is adequate but lacks behavioral transparency and usage guidelines. It is minimally complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% for the single parameter. Description does not add meaning beyond schema; baseline score of 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the verb 'Get' and resource 'notification subscription by ID'. It distinguishes from sibling tools like ebay_get_notification_subscriptions (list all) by specifying 'by ID'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidelines on when to use this tool or when to use alternatives. Among many notification subscription siblings, context is missing to help an agent choose correctly.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully convey behavioral traits. It only states 'Get a payment policy by name' without indicating if it is read-only, requires authentication, has rate limits, or any side effects. The tool name implies a safe read, but explicit confirmation is missing.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, efficient sentence that is front-loaded and contains no redundant information, earning the maximum score for conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the lack of output schema and annotations, the description is insufficiently complete. It does not describe what the response contains (e.g., policy details, payment methods), any prerequisites, or the scope of the operation. A minimally complete description would hint at the structure of the returned policy.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Both parameters have descriptions in the schema (marketplaceId: 'eBay marketplace ID', name: 'Policy name'), achieving 100% coverage. The description adds no new semantic value beyond the schema, resulting in a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description explicitly states the action 'Get' and the resource 'payment policy' with the qualifier 'by name', clearly distinguishing it from sibling tools like ebay_get_payment_policy (likely by ID) and ebay_get_payment_policies (list all).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives such as ebay_get_payment_policy or ebay_get_payment_policies. There are no usage contexts, prerequisites, or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully disclose behavior. It states the tool 'gets' data, implying a read-only operation, and describes return fields. However, it does not mention authentication requirements, whether it incurs API calls, or if it has its own rate limits.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences, clearly front-loaded with the action, and every word adds value. No unnecessary information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read-only tool with no output schema and no annotations, the description is reasonably complete. It states what it returns and the parameters. It could mention that results are per API resource, but overall adequate.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% for both optional parameters, and their descriptions already provide meaning (e.g., 'Optional API name filter'). The tool description adds minimal additional context beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the tool gets application rate limits and specifies return fields (quota, remaining, reset). However, it does not explicitly differentiate from similar tools like ebay_get_user_rate_limits listed among siblings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Description lacks guidance on when or why to use this tool versus alternatives. No mention of prerequisites, context, or conditions limiting its use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of behavioral disclosure. It only states the purpose, failing to disclose traits like read-only nature, authentication needs, or error handling. This is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence of 8 words, concise and front-loaded. It efficiently states the purpose with no wasted words, though it could be slightly more informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (1 parameter, no output schema, no annotations), the description is minimally adequate for stating purpose. However, it lacks behavioral context and usage guidance, leaving gaps for an agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (the parameter already includes a description). The tool description adds no additional meaning beyond what the schema provides, so a baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get', the resource 'sales tax jurisdictions', and the scope 'for a country'. It effectively distinguishes from sibling tools like ebay_get_sales_tax which likely returns tax details, not jurisdictions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as ebay_get_sales_tax or ebay_create_or_replace_sales_tax. There is no mention of prerequisites or context for its use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It mentions auth requirements but does not disclose read-only nature, return format, error behavior, or rate limits. The agent has minimal insight into what happens when the tool is invoked.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences with no superfluous content. The purpose is front-loaded, and the OAuth info follows succinctly.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Despite having no output schema, the description does not explain what the tool returns (e.g., fulfillment details). It also lacks context on error conditions or pagination, leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for both parameters. The tool description adds no extra meaning beyond the schema, so baseline score is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'shipping fulfillment' and specifies retrieval by ID. However, it does not differentiate from the sibling tool 'ebay_get_shipping_fulfillments' which lists all fulfillments for an order.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description includes required OAuth scopes, which are prerequisites, but provides no guidance on when to use this tool versus alternatives like ebay_get_shipping_fulfillments or ebay_create_shipping_fulfillment.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It indicates a read operation with OAuth scope requirements, but lacks details on error behavior, response format, or any side effects. Since output schema is missing, the agent cannot infer return structure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise: two sentences followed by scope requirements. It is front-loaded with the core action. However, the scope information could be considered administrative rather than functional.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with only two simple string parameters, the description covers the basic purpose and required scopes. However, without an output schema, it fails to indicate what the response contains (e.g., list of locations, location details), leaving the agent underinformed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the schema already documents both parameters. The description adds no additional meaning beyond restating 'listing and SKU'. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('get'), the resource ('inventory locations'), and the specific condition ('for a specific listing and SKU'). This distinguishes it from sibling tools like 'ebay_create_or_replace_sku_location_mapping' and 'ebay_get_inventory_locations'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives such as 'ebay_get_inventory_location' or the create/delete variants. The description does not exclude any scenarios or mention prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only states it returns call quota per user. No mention of side effects, safety (read-only), authorization needs, or rate limit concerns. Minimal behavioral context beyond purpose.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence front-loads key information. Concise but could be slightly improved by adding a brief note on return format without losing efficiency.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Tool is simple with optional parameters; description gives basic purpose but omits return format (no output schema) and any edge-case behavior. Adequate but leaves minor gaps for a complete understanding.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema covers 100% of parameters with descriptions; description adds no extra meaning beyond schema. Baseline score of 3 applies as schema does the heavy lifting.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states 'Get user-specific rate limits for eBay APIs' with verb 'Get' and resource 'user-specific rate limits'. Distinguishes from siblings only implicitly (e.g., ebay_get_rate_limits likely for general limits), but no explicit differentiation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Implies usage when needing per-user rate limits, but no explicit when-not-to-use or alternatives like ebay_get_rate_limits. Lacks guidance on prerequisites or context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits itself. It only states the action ('withdraw') without explaining consequences (e.g., offer becomes inactive, buyer notifications) or required state (published). Minimal transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence with no extraneous words. However, it lacks structure such as prerequisites or effects. It earns high marks for efficiency but could be slightly more informative.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple 1-parameter tool with no output schema and no annotations, the description is minimal. It covers the basic action but omits context like state requirements (offer must be published) and what happens after withdrawal. Adequate but not comprehensive.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, and the schema already describes 'offerId' as 'The offer ID'. The description adds no additional meaning beyond the schema, meeting baseline expectation.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Withdraw a published offer' uses a specific verb and resource, clearly distinguishing it from sibling tools like ebay_delete_offer (delete unpublished) and ebay_publish_offer.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives (e.g., ebay_delete_offer, ebay_end_listing) or prerequisites like the offer being published. The description provides no context for decision-making.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided. The description adds the OAuth scope requirement but does not disclose important behavioral traits like whether deletion is irreversible, whether it fails if the item is associated with an active listing, or any other side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise, front-loading the action and parameter. Every sentence adds value—the first sentence states the purpose, the second adds the required scope. No fluff.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple delete operation with one parameter and no output schema, the description is functionally sufficient. However, it lacks context about potential failure reasons or consequences, which would be beneficial given the lack of annotations.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% for the single parameter 'sku', which is adequately described as 'The seller-defined SKU'. The description does not add further meaning beyond the schema, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Delete an inventory item' and specifies the unique identifier 'by SKU'. This clearly distinguishes it from sibling tools like create, replace, or get inventory items.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions required OAuth scope but does not provide guidance on when to use this tool versus alternatives such as bulk delete or deleting inventory item groups. No exclusion criteria or prerequisites are stated.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, and the description only states the action without disclosing behavioral traits like reversibility, side effects, or authentication requirements. This is insufficient for a destructive operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no wasted words, achieving maximum conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple delete operation with one parameter and no output schema, the description is minimally complete but lacks context on success/error responses or prerequisites. It meets a baseline but could be more informative.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with one parameter, but the description adds no meaning beyond the schema's basic description. Baseline score of 3 is appropriate as no extra value is provided.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Delete' and the resource 'item price markdown promotion', distinguishing it clearly from sibling tools like create, get, and update.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, such as prerequisites (e.g., needing a valid promotionId) or when not to use it. Among many sibling tools, this omission is significant.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description should disclose behavioral traits like idempotency, error handling, and whether deletion is permanent. The description only states 'Delete', which is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no unnecessary words, achieving maximum conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple delete operation with one parameter and no output schema, the description is minimally adequate. However, it lacks context about return values, error conditions, or scope of deletion.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, but the parameter description is largely redundant ('promotionId required endpoint parameter'). The tool description adds no additional meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description explicitly states the action ('Delete'), resource ('item promotion'), and API ('eBay Marketing API'), making the tool's purpose clear and distinct from sibling creation/update tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., pausing a promotion), nor any prerequisites (e.g., promotion must exist).

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It indicates a destructive action but does not disclose consequences if the jurisdiction is missing, required permissions, or whether the operation is reversible. The description is minimal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no wasted words. It efficiently conveys the tool's purpose in six words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple delete operation with two well-defined parameters, the description is minimally adequate. However, it lacks context about return behavior, permanence, or error states, which could be helpful but not critical given the tool's simplicity.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with clear descriptions for both parameters. The description adds no extra meaning beyond what the schema already provides, earning a baseline score of 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Delete sales tax table for a jurisdiction' clearly states the action (delete) and the resource (sales tax table for a jurisdiction). It is specific and effectively distinguishes this tool from siblings like ebay_create_or_replace_sales_tax.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, no prerequisites, and no warnings. It only states what it does, leaving the agent to infer usage context from the name alone.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description must disclose behavioral traits. It states the action (end/remove) but omits consequences (e.g., irreversibility, fees) or details about the Trading API call. Minimal transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise, using only two sentences and a line break. It conveys the core purpose and requirement without wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of output schema and annotations, the description lacks completeness. It does not explain the return value, error handling, or effects of ending a listing. For a simple tool, it still feels insufficient.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents both parameters. The description does not add any additional meaning or context beyond what is in the schema. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool ends/removes an active fixed-price listing, using specific verbs and resource. It distinguishes from sibling tools like ebay_relist_item or ebay_revise_listing.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions required User OAuth token, indicating a prerequisite. However, it does not provide guidance on when to use this tool versus alternatives (e.g., relisting or revising).

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so the description carries full burden. It only states 'Get currencies for a marketplace' without disclosing behavioral traits such as read-only nature, authentication requirements, rate limits, or response structure. Minimal value added beyond the tool name.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence of four words, front-loading the essential information. It is appropriately sized for a simple tool, though a few more details on the output would not detract from conciseness.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema is provided, and the description does not mention what the tool returns (e.g., list of currencies, currency codes, or default currency). For a tool with one parameter and no output schema, the description should hint at the response format to fully inform the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with one required parameter 'marketplaceId' described as 'Marketplace ID'. The description does not add any additional meaning, constraints, or examples beyond the schema. Baseline score of 3 applies as schema sufficiently defines the parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get currencies for a marketplace' clearly states the action (get) and the resource (currencies) with a specific scope (marketplace). It uniquely identifies the tool among siblings, as no other tool in the sibling list is dedicated to retrieving currencies.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this tool versus alternatives. However, given the sibling list, no alternative tool provides the same functionality, so usage is implied for any scenario requiring currency information for a marketplace. Missing explicit when-not or exclusion criteria.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full burden of behavioral disclosure. It only states the basic action and does not mention that the tool is read-only, requires authentication, or has any rate limits or side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, efficient sentence with no unnecessary words. It is front-loaded and to the point.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the low complexity (one parameter, no output schema), the description is adequate but incomplete. It does not describe the return value (e.g., a string ID) or explain how the result is used in subsequent calls like 'ebay_get_category_tree'.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage for the single parameter 'marketplaceId', which is well-described with an example. The description adds no additional meaning beyond what the schema already provides, so it meets the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'default category tree ID for a marketplace'. It specifies the scope (marketplace) and distinguishes from sibling tools like 'ebay_get_category_tree' which retrieves the actual tree.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. The description does not mention that the returned ID is typically needed as input for 'ebay_get_category_tree', nor does it specify any prerequisites or conditions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must cover behavioral aspects. It adds the required OAuth scopes, which is helpful for authentication transparency. However, it does not disclose rate limits, pagination, or behavior when no policies exist. Given the absence of annotations, the description is partially informative but insufficient for full behavioral transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description consists of two succinct sentences: the first states the purpose, the second lists required OAuth scopes. Every sentence is necessary and front-loaded. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The tool has a simple purpose (list fulfillment policies) but given the presence of siblings like 'ebay_get_fulfillment_policy' and 'ebay_get_fulfillment_policy_by_name', the description could better differentiate. No output schema means the return format is not disclosed. It is adequate but not fully complete for an agent to anticipate all behaviors.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% description coverage for the only parameter 'marketplaceId' with an enum and example. The description adds no extra parameter information beyond what the schema already provides, so the baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get fulfillment policies for the seller' using a specific verb and resource. The plural 'policies' implies a list operation, distinguishing it from the sibling 'ebay_get_fulfillment_policy' which likely returns a single policy. However, it does not explicitly say 'all' or 'list', leaving slight ambiguity.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description only provides OAuth scope requirements. It does not explain when to use this tool versus alternatives like 'ebay_get_fulfillment_policy' or 'ebay_get_fulfillment_policy_by_name', nor does it mention prerequisites or use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full responsibility for behavioral disclosure. It only states the action ('Get') without describing side effects, read-only nature, required permissions, or any behavioral nuances beyond the obvious.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no fluff. It is appropriately sized for a simple get operation, though extremely brief.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (one required parameter, no output schema, straightforward action), the description is mostly complete. However, it does not explicitly state what the tool returns, but this is implied. Sibling tools provide some context, but the description could benefit from mentioning that it retrieves the full variation group details.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (the parameter is described as 'The inventory item group key'). The description adds no additional meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses the specific verb 'Get' and resource 'inventory item group', with a parenthetical clarification '(variation group)'. This clearly identifies the tool's purpose and distinguishes it from sibling tools like ebay_get_inventory_items (plural) or ebay_delete_inventory_item_group.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    There is no guidance on when to use this tool versus alternatives. The description does not mention prerequisites, context, or when not to use it, leaving the agent without decision support.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden for behavioral disclosure. It only states 'Get multiple compatibility property values' with no mention of behavior such as whether it is read-only, required permissions, rate limits, or error handling. This is insufficient for an agent to anticipate tool behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise phrase front-loaded with the key action and resource. While it is efficient, it could include more useful information without becoming verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of the input (nested object with multiple subproperties) and absence of an output schema, the description is incomplete. It does not explain the return format, how results are structured, or how to interpret the response, leaving significant gaps for the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so the baseline is 3. The description adds no extra meaning beyond the schema's parameter descriptions. It does not clarify how to use the nested 'data' object or the relationship between 'propertyNames' and 'propertyFilters'.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get multiple compatibility property values' clearly specifies the verb (Get) and resource (multiple compatibility property values). It distinguishes itself from siblings like ebay_get_compatibility_property_values (singular) and ebay_get_compatibility_property_names, making its purpose unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this tool vs alternatives (e.g., instead of calling get_compatibility_property_values multiple times) is provided. The usage is only implied by the tool name, lacking explicit when/when-not or alternative references.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It mentions pagination, which is useful, but lacks details on authentication, rate limits, or response behavior. For a read operation, more context would be helpful.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence with no extraneous words. Front-loads the core action and pagination aspect. Highly efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the absence of annotations and output schema, the description is minimal but covers the basic purpose. However, it lacks detail on what a 'notification topic' represents and how the paginated response works, making it only moderately complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Input schema covers both parameters (limit, continuationToken) with descriptions, achieving 100% schema coverage. Description adds no additional value beyond the schema, so baseline 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states 'Get all available notification topics', with verb and resource explicitly named. The inclusion of '(paginated)' adds precision. Distinguished from sibling tools like ebay_get_notification_topic (singular) and ebay_get_notification_subscriptions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives (e.g., ebay_get_notification_topic for a single topic). No mention of prerequisites or when not to use it.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are available, so the description carries the full burden of behavioral disclosure. It fails to mention idempotency, authentication requirements, return format, or side effects. The description only restates the name's meaning, lacking crucial behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, front-loaded sentence with no wasted words. It is as concise as possible for the minimal content it provides, earning its place.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given zero parameters, no output schema, and no annotations, the description is too sparse. It does not explain what 'programs' refers to, what the return value looks like, or any prerequisites. An agent would lack full understanding without prior context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are no parameters, and schema description coverage is 100% trivially. The description adds no extra meaning beyond the schema, which is acceptable but does not exceed the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'seller programs the account is opted into', making it distinct from siblings like ebay_opt_in_to_program (write operation) and ebay_get_kyc (different data). It is specific and unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit usage guidance is provided, such as when to use this tool versus alternatives like ebay_get_kyc. However, the simplicity of the tool (no parameters) and the clear purpose partially compensate, making it minimally viable.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden for behavioral disclosure. It only states 'Get', implying a read operation, but does not explicitly confirm read-only behavior, mention permissions, rate limits, or return format. The description is insufficient given the absence of annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that immediately conveys the purpose. No wasted words or redundant information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple one-parameter getter, the description is minimally functional. However, it fails to explain what a sales tax table is, how the return data is structured (no output schema), and how it differs from related sibling tools, leaving room for ambiguity.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with a clear description for countryCode. The tool description adds no additional meaning beyond the schema; baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states it retrieves 'all sales tax tables for a country', specifying the verb (Get), resource (sales tax tables), and scope (for a country). It distinguishes this tool from siblings like ebay_get_sales_tax (singular) and ebay_get_sales_tax_jurisdictions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives like ebay_get_sales_tax or ebay_get_sales_tax_jurisdictions. It does not mention prerequisites, use cases, or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It only states 'Get a specific seller standards profile' with no mention of side effects, authentication needs, rate limits, or response contents. This is minimal behavioral disclosure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence of 5 words, which is extremely concise. However, it is somewhat under-specified for a tool with no output schema, so it earns a 4 rather than a 5.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that there is no output schema, the description should explain what the profile contains. It does not. Additionally, with many sibling tools, some usage context would help the agent decide when to use this tool. The description is incomplete for effective tool selection.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (both parameters have descriptions in the schema). The description adds no extra meaning beyond the schema, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description specifies 'Get a specific seller standards profile'. The verb 'Get' and resource 'seller standards profile' are clear. It distinguishes from the sibling tool 'ebay_find_seller_standards_profiles' by emphasizing 'specific' versus searching or listing.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No when-to-use or when-not-to-use guidance is provided. The description implies use when you have the required identifiers (program, cycle), but it does not mention alternatives or exclusions. The sibling 'find' tool is not referenced.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully convey behavioral traits. It only states that a test message is sent, but fails to disclose whether this triggers a real notification, whether it is destructive, or what impact it has on the subscription. This lack of detail leaves the agent unsure of the tool's side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence that immediately conveys the tool's purpose. It contains no redundant information and is front-loaded, making it easy for an AI agent to parse quickly.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple test action with one required parameter, the description is adequate but could be improved. It does not explain what happens after sending the test message (e.g., no output schema or return value description). An agent may need to know whether the tool returns confirmation or errors, which is missing.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers the sole parameter with a clear description: 'The unique identifier for the subscription'. With 100% schema description coverage, the description adds no additional meaning, but it does not need to. Baseline of 3 is appropriate since the schema already documents the parameter adequately.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action: 'Test a notification subscription by sending a test message'. It identifies both the verb ('test') and the resource ('notification subscription'), and distinguishes it from sibling tools like create, update, delete, enable, and disable notification subscriptions. This makes the purpose unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, such as requiring an active subscription, nor does it clarify when testing is appropriate. Without any explicit usage context, an AI agent may use it incorrectly.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, and the description only states the action without disclosing behavioral traits like whether existing entries are replaced or errors on conflicts, rate limits, or prerequisites.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no redundant information, efficiently conveying the core action.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a bulk mutation tool, more context is needed (e.g., behavior on existing entries, response format) beyond what is provided. The lack of output schema and brief description leaves gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with the 'requests' parameter described as 'Array of sales tax requests', but the description adds no further meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (bulk create or replace) and the resource (sales tax tables), distinguishing it from the singular sibling 'ebay_create_or_replace_sales_tax'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this vs. alternatives like the singular create/replace. Usage is implied by the 'bulk' prefix but not elaborated.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description lacks any behavioral details beyond the action itself. No annotations are provided, so the description should disclose traits like authentication requirements, return volume, or side effects, but it does not.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence. It is appropriately sized for a zero-parameter tool and is front-loaded with the action.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple retrieval tool with no output schema and no annotations, the description is minimally adequate. However, it omits details like whether the profiles are for the authenticated seller or if there is any filtering, leaving some uncertainty.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The tool has no parameters, and the schema coverage is 100%. The description does not need to add parameter meaning, and its brief statement is sufficient.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Find all seller standards profiles', using a specific verb ('Find') and resource ('seller standards profiles'). The plural 'profiles' distinguishes it from the sibling tool 'ebay_get_seller_standards_profile' (singular).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, use cases, or when to choose this over fetching a single profile.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It only mentions pagination, but does not disclose authentication needs, rate limits, idempotency, or potential errors. For a read operation, more is expected.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence that efficiently conveys the core purpose and the fact that it supports pagination. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (2 parameters, no nested objects, no output schema) and the clear schema, the description is adequate. It could hint at the return structure but is not critically missing given the context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema already describes both parameters fully (limit with range, continuationToken as pagination token). The description adds no additional meaning beyond what the schema provides. With 100% schema coverage, baseline is 3.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get', the resource 'notification destinations', and includes 'paginated' to indicate it returns a list. This distinguishes it from its sibling 'ebay_get_notification_destination' which gets a single destination.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives, such as when to use get vs create/update/delete or when pagination is needed. No context about prerequisites or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully disclose behavior. It explains that the tool returns policies defining requirements and guidelines for return policies, which is helpful. However, it does not mention any side effects, authentication requirements, rate limits, or error conditions. The read-only nature is implied but not explicitly stated.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise: two sentences front-load the purpose and then detail the output. No extraneous words or redundant information. Every sentence adds value.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that the tool has only two parameters (one required) and no output schema, the description is fairly complete. It explains the purpose and what the returned data represents. However, it could be improved by noting the effect of the optional `filter` parameter, which is currently vague ('Filter criteria'). Overall, it covers the essential context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (both `marketplaceId` and `filter` have descriptions in the schema). The description adds no additional meaning beyond what the schema already provides for these parameters. Baseline 3 is appropriate given high schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool gets marketplace return policy requirements and guidelines. The verb 'Get' and resource are specific. However, it does not explicitly distinguish itself from the sibling tools `ebay_get_return_policy` and `ebay_get_return_policies`, which might cause confusion about when to use this metadata endpoint vs those that retrieve specific policies.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives. It does not mention any preconditions, exclusions, or situations where another tool would be more appropriate. The sibling list contains many related policy tools, but the description fails to contextualize this tool among them.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description only states basic operation without disclosing side effects, permissions, rate limits, or data scope. Minimal beyond purpose.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences, front-loaded with main action. No extraneous information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get-by-ID tool with one parameter and no output schema, description adequately covers purpose and input. Could mention return value but not required.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Parameter 'veroReasonCodeId' is fully described in schema (100% coverage). Description adds no additional meaning or examples beyond what schema already provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('Get'), resource ('VERO reason code'), and purpose ('categorize the types of intellectual property violations'). It distinguishes itself from sibling ebay_get_vero_reason_codes (which lists all) by specifying retrieval by ID.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool vs alternatives (e.g., ebay_get_vero_reason_codes). No prerequisites or context provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description fully carries the transparency burden. It correctly indicates a read operation but doesn't disclose any potential limitations, rate limits, or side effects. For a simple get-all tool, this is adequate but not exemplary.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences: first states the action, second provides context. No unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description explains the purpose but lacks details about the return format (e.g., list of code objects). With no output schema, this omission reduces completeness for an AI agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are no parameters, so the baseline is 4. The description adds value by explaining that these codes are used for intellectual property violation types, which gives context beyond the empty schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Get all available VERO reason codes', clearly indicating the action and resource. It distinguishes from the sibling 'ebay_get_vero_reason_code' (singular) by implying completeness, though not explicitly.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives like 'ebay_get_vero_reason_code'. The description only loosely ties it to creating VERO reports but gives no exclusions or prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must cover behavioral aspects. It only mentions OAuth scopes, but does not disclose idempotency, failure modes, rate limits, or confirmation of issuance. Adding scope is useful but insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is short (two sentences plus OAuth line) and front-loaded with the main purpose. It is concise but could benefit from a bit more structure (e.g., bullet points for key info).

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's complexity (nested objects, partial/full refund options) and lack of output schema or annotations, the description is incomplete. It does not explain how to specify partial vs full refund, or how to handle multiple line items. The OAuth scope is helpful but not enough.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 50%, so the description should add meaning. It mentions 'refund amount and reason' but does not elaborate on the distinction between item-level and order-level refunds, or how refundItems structure works. The schema has some descriptions, but nested objects are not clarified.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Issue a full or partial refund') and resource ('for an eBay order'). It distinguishes this tool from siblings as there is no other refund-issuing tool in the list.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description says 'Use this to refund buyers for orders', providing clear guidance on when to use it. It does not explicitly mention when not to use, but the context is sufficient given sibling tools.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must fully disclose behavior. It states that status is set for each conversationId but omits important details like whether the operation is atomic, how partial failures are handled, what the response looks like, or if other fields are affected.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences with no wasted words. Essential information is front-loaded: the purpose and the status options.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a bulk update tool with no output schema and no annotations, the description lacks completeness on error handling, response format, and behavior. While the core function is clear, critical operational context is missing.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with nested parameter descriptions. The description adds minor clarity (e.g., each entry sets status) but largely duplicates schema information. No additional semantics beyond what the schema provides.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Bulk update multiple conversations' with specific verb and resource. It lists the possible statuses (ACTIVE, ARCHIVE, DELETE, READ, UNREAD) and distinguishes from the sibling single-update tool 'ebay_update_conversation' by its bulk nature.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies use for bulk updates but does not explicitly state when to use this over alternatives like 'ebay_update_conversation'. No guidance on when not to use or prerequisites is provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full burden. It only states the action and required scope, but does not disclose behavioral traits such as whether the deletion is reversible, effects on the listing, or any side effects. The scope information is useful but insufficient for full transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise with two sentences plus the scope requirement. It is front-loaded and to the point. However, the scope line could be integrated more naturally, preventing a 5.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a delete tool with two parameters and no output schema, the description adequately covers the purpose and scope. It does not elaborate on return values, which is acceptable. Given the tool's simplicity, the description is sufficiently complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Input schema has 100% coverage with descriptions for 'sku' and 'listingId'. The description does not add any additional meaning beyond what the schema already provides, so baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Delete' and the resource 'SKU location mapping for a listing', and it further explains that it removes fulfillment center location mappings for a SKU. This distinguishes it from sibling tools like ebay_create_or_replace_sku_location_mapping and ebay_get_sku_location_mapping.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description does not explicitly state when to use this tool vs alternatives. While the required OAuth scope is provided, there is no guidance on scenarios where deletion is appropriate or prerequisites. Usage is implied through the tool's name and purpose.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries full burden. It indicates a read operation ('Get') but does not confirm side-effect-free behavior, permissions, or constraints. Minimal transparency beyond the action verb.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, front-loaded sentence with no wasted words. It efficiently conveys the core purpose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a zero-parameter read tool, the description is adequate but could explain what consign preferences are or what data is returned. Without an output schema, more context would help.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are no parameters, so the baseline is 4. The description adds no parameter info, but none is needed. The schema coverage is 100% and no parameters exist.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get', the resource 'consign preferences', and the context 'international shipping'. It is specific and distinguishes this tool from siblings like ebay_create_consign_preference.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. It does not mention any prerequisites or exclusions, leaving the agent without context for appropriate invocation.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description should disclose behavioral traits. It only states it accesses KYC status, but does not mention authentication needs, read-only nature, or expected output format.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, concise sentence that gets straight to the point with no wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no parameters and no output schema, the description is adequate but minimal. It could elaborate on what the KYC status entails or what the response contains.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are no parameters, so the description does not need to add parameter semantics. According to guidelines, baseline for 0 parameters is 4.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get') and the specific resource ('seller KYC status'), and it is unique among siblings as the only KYC-related tool.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives, nor any context about prerequisites or exclusions. The description is minimal and relies on the tool name to imply purpose.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It only mentions pagination, but fails to disclose authentication requirements, rate limits, or any side effects. Minimal behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise with one short phrase. It is efficient but could benefit from a slightly more structured format (e.g., stating what it returns). No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness2/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With no output schema, the description does not explain the return format (e.g., list of subscription objects). While parameters are fully documented, the lack of output description leaves agents uncertain about the response structure.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with both parameters fully described (limit with range, continuationToken as pagination token). The description adds '(paginated)' which reinforces pagination but does not add semantic value beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get all notification subscriptions (paginated)' clearly specifies the verb (Get), resource (notification subscriptions), and scope (all, with pagination). This distinguishes it from sibling tools like ebay_get_notification_subscription (singular) and CRUD operations.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage for listing all subscriptions with pagination, and the name contrasts with ebay_get_notification_subscription (singular). However, no explicit when-to-use or when-not-to-use guidance is provided, and alternatives are not mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of disclosing behavioral traits. It only states the basic action and does not mention permissions, rate limits, error handling, or return behavior. This is a significant gap for transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence with no fluff. It is front-loaded and concise, earning its place without extraneous information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (one parameter, no output schema), the description mildly covers the basics. However, it omits any indication of the return format or behavior when the topic is not found. For a minimalist tool, a score of 3 is reasonable.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% (the only parameter 'topicId' is fully described in the schema). The description adds no additional meaning beyond the schema's description of the parameter. Baseline 3 is appropriate as the tool is simple with no need for extra param detail.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get a specific notification topic by ID' clearly states the action (get), the resource (notification topic), and the method of identification (by ID). It effectively distinguishes from sibling tools like 'ebay_get_notification_topics' which retrieves multiple topics.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no explicit guidance on when to use this tool versus alternatives. The usage is implied from the name and description, but no when-not or alternative suggestions are given. This is adequate for a simple retrieval tool but lacks proactive direction.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description implies a safe, read-only operation, which is consistent with the verb 'Get'. However, with no annotations provided, the description does not elaborate on error cases, authentication, or rate limits, leaving some behavioral gaps.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, clear sentence with no extraneous information. It is appropriately concise for a simple retrieval tool.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has no output schema, the description could be more helpful by describing the return format or typical response. However, the name and description make it clear that it retrieves an offer, so it is minimally sufficient.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema provides a description for the single parameter 'offerId' ('The offer ID'), which the description does not enhance. Since schema coverage is 100%, the baseline of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description 'Get a specific offer by ID' clearly specifies the action (get) and resource (offer by ID). It distinguishes from sibling tools like ebay_get_offers (plural) and ebay_create_offer, making the intent unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives (e.g., ebay_get_offers for listing, ebay_create_offer for creation). There are no prerequisites or context for when this tool is appropriate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Annotations are absent; description implies a read operation but does not state safety, auth requirements, or side effects. For a simple get, this is adequate but minimal.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, front-loaded, and efficient. Could potentially include more context without being verbose.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get tool with one parameter and no output schema, the description is fairly complete. It does not mention that the ID is required (already in schema) or response format, but it's adequate.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and already describes 'paymentPolicyId' as 'The payment policy ID'. The description adds no additional meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the action (Get), resource (payment policy), and identifier method (by ID). It distinguishes from sibling tools like ebay_get_payment_policies (list all) and ebay_get_payment_policy_by_name (different identifier).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance on when to use this tool versus alternatives such as get_payment_policies or get_payment_policy_by_name. Lacks explicit when/when-not context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It only states the action without disclosing behavioral traits such as read-only nature, authentication requirements, side effects, or response format. Minimal behavioral context.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, front-loaded with the key action and resource. No unnecessary words, highly concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    While the tool is simple (1 param, no output schema), the description lacks usage guidance and behavioral context. It is minimally adequate but could better help an agent decide when to use this tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The parameter 'returnPolicyId' has a description in the schema ('The return policy ID'), and the tool description does not add further meaning. With 100% schema coverage, baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description uses a specific verb 'Get' and resource 'return policy by ID', clearly indicating what the tool does. It distinguishes from siblings like 'ebay_get_return_policies' (list all) and 'ebay_get_return_policy_by_name' (get by name).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this tool vs alternatives like 'ebay_get_return_policies' or 'ebay_get_return_policy_by_name'. Usage context is implied but not stated.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full behavioral disclosure. It correctly identifies this as a read operation (get), but it does not mention any security requirements (e.g., authentication scopes), rate limits, or whether the report must exist. However, the description is accurate and non-misleading.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single, well-structured sentence that front-loads the main purpose, then lists key features. It is efficient but could be slightly more structured (e.g., separating pagination details).

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description is adequate for a simple read tool, but it does not explain what the returned items contain (no output schema). It also lacks details like prerequisites (e.g., an existing VERO report) or whether the tool returns a list or a single item. Given no output schema, more completeness would be helpful.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters2/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 3 parameters (limit, filter, offset) with 0% description coverage. The description says 'supports filtering, pagination via limit and offset parameters' but does not explain the format or expected values of filter (e.g., a query string syntax). limit and offset are vaguely described. This adds minimal value over the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves VERO report items (listings reported for intellectual property infringement), which is a specific and unique resource. It distinguishes from sibling tools like ebay_create_vero_report or ebay_get_vero_reason_code by focusing on items within a report.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions filtering and pagination support, implying these are the primary use cases, but it does not explicitly state when to use this tool versus alternatives (e.g., ebay_get_vero_report for the report itself). No when-not or alternative guidance is provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It mentions the underlying Trading API and required OAuth token but lacks details on side effects, whether the original listing ID is reused, rate limits, or what happens on success (e.g., returns new item ID).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise and front-loaded: two short sentences plus a required auth line. Every sentence adds value with no unnecessary text.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description covers basic purpose and required auth but does not explain the return value or output format. Given no output schema, this is a gap. However, it does state the tool is for ended fixed-price listings, which is key context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and both parameters have descriptions. The description adds minimal new information beyond the schema, only restating that modifications are optional Trading API fields. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Relist' and the resource 'ended fixed-price listing', and mentions optional modifications. It distinguishes from sibling tools like 'revise_listing' (for active listings) and 'create_listing' (for new listings).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implicitly indicates usage for relisting ended listings but does not explicitly state when to use it versus alternatives, nor does it provide when-not-to-use guidance. The required OAuth token is mentioned, which is useful.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavioral traits. It states the tool responds to feedback (a write operation) but does not mention side effects, whether it overwrites existing responses, or any permissions required. This is minimal disclosure.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence that conveys the core purpose without any wasted words. It is front-loaded and efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description is brief and covers the basic purpose. However, it lacks information about return values (no output schema), does not specify that some parameters might be required (despite schema showing 0 required), and no examples or constraints beyond what is in the schema. For a straightforward tool, this is adequate but not rich.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema descriptions cover all 4 parameters (100% coverage), so the description does not need to repeat them. The description adds no additional meaning beyond what the schema provides. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the action ('Respond'), the resource ('feedback'), and specifies it is for feedback from a buyer. This distinguishes it from sibling tools like ebay_leave_feedback_for_buyer (leaving new feedback) and ebay_get_feedback (retrieving feedback).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Description implies usage when a buyer has given feedback, but does not provide explicit guidance on when to use this tool versus alternatives like ebay_leave_feedback_for_buyer or ebay_get_feedback. No exclusions or context are provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden. 'Resume promotion' indicates a mutation but lacks details about state changes, prerequisites (e.g., promotion must be paused), or side effects. It is minimally informative.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single sentence that is front-loaded and free of extraneous information. Every word earns its place.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity of the tool (one parameter, no output schema) and the context of sibling tools like 'ebay_pause_promotion', the description is minimally adequate. However, it omits information about successful outcomes or error conditions.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The single parameter 'promotionId' is described in the schema as 'promotionId required endpoint parameter', providing basic meaning. The description adds no further clarification beyond the schema, so the baseline of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Resume' and the resource 'promotion', which effectively distinguishes it from sibling tools like 'ebay_pause_promotion' and 'ebay_create_item_promotion'. However, it does not specify the type of promotion, but the tool name makes the intent clear.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no explicit guidance on when to use this tool versus alternatives. Context from sibling names (e.g., pause, create) implies usage for resuming a paused promotion, but this is not stated directly.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It mentions required OAuth scopes (sell.account.readonly or sell.account) which hints at a read operation, but it does not explicitly state behavior traits such as side effects, rate limits, or response details. Insufficient behavioral disclosure for a tool without annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise—two sentences plus an OAuth line. It front-loads the primary action and is efficient with no unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read tool with two parameters and no output schema, the description covers the essential: purpose, OAuth requirement, and parameter names. However, it lacks any mention of the return format or typical response, which would be helpful for an agent. Nearly complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    With 100% schema coverage, the baseline is 3. The description does not add extra meaning beyond the schema; it repeats parameter names without examples, defaults, or formatting tips. Minimal added value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Check the seller eligibility status for eBay advertising programs,' using a specific verb and resource. It effectively distinguishes itself from sibling tools, which are primarily CRUD operations related to ads, campaigns, etc., making the purpose unambiguous.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage for checking eligibility but does not provide explicit guidance on when to use this tool versus alternatives, nor does it mention exclusions or prerequisites beyond OAuth scopes. Lacks when/why context.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. The description adds OAuth scope requirements, which is valuable behavioral context. However, it does not disclose other traits like rate limits, read-only nature, or response format. With no annotations, it partially compensates but could be more detailed.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is short (two sentences) and front-loaded with the main action. The OAuth details are relevant but could be integrated more seamlessly. No wasted content.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple retrieval tool with no output schema, the description is sufficient but missing context on what data is returned (e.g., item details like quantity, price). The OAuth info is a plus, but overall could be more complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%; the parameter 'sku' is described in the schema as 'The seller-defined SKU'. The description does not add further meaning, so it meets the baseline for adequate schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'specific inventory item', with identifier 'by SKU'. This distinguishes it from siblings like 'bulk_get_inventory_item' (bulk) and 'get_inventory_items' (list all).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage when you have a SKU and need a single item, but does not explicitly compare to alternatives (e.g., bulk_get_inventory_item, get_inventory_items) or state when not to use it. Minimal guidance.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided; description only states action and required OAuth scope. It does not disclose side effects, reversibility, or any behavioral traits beyond the basic mutation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two sentences: first states purpose, second lists required scope. Very concise and front-loaded, though scope could be integrated into the first sentence.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With one parameter and no output schema, description covers purpose and scope. But it omits prerequisites, return values, and any state dependencies, leaving gaps for a mutation tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with one parameter 'body', but its description 'Generated WithdrawByInventoryItemGroup body' is vague. The tool description adds no extra meaning beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool withdraws an offer for an inventory item group (variation listing), using specific verb and resource. It distinguishes from sibling ebay_withdraw_offer which is for single offers.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage for variation listings via 'inventory item group (variation listing)', providing clear context. However, it lacks explicit exclusions or when-not-to-use guidance.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden but only describes the high-level action (accept and refund). It does not disclose side effects, reversibility, or post-action state changes, leaving significant behavioral gaps for a mutation tool.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise with a single sentence for purpose followed by scope information, front-loading key information without unnecessary verbosity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    The description covers purpose and OAuth scope, but lacks details on expected response (no output schema), prerequisites beyond scope, or behavior after acceptance. Given the absence of annotations and output schema, the description is minimally adequate but could be more informative.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the input schema already documents parameters. The description adds no additional meaning beyond what is in the schema, meeting baseline requirements but providing no extra value.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool accepts a payment dispute and allows eBay to refund the buyer, specifying the action and resource. It distinguishes from siblings like ebay_contest_payment_dispute by indicating when to use this tool (when agreeing with buyer claim).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides a clear usage condition ('when you agree with the buyer claim') and includes required OAuth scope, guiding the agent on when to use this tool. However, it does not explicitly name alternatives or state when not to use it beyond the condition.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must carry the full burden. It states it retrieves summaries, indicating a read operation, and lists required OAuth scope. However, it does not disclose pagination behavior, rate limits, or detailed response characteristics. Given no output schema, more behavioral context would be beneficial.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise: two sentences plus OAuth scope. It is front-loaded with the main purpose, and every sentence adds value without redundancy. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a tool with 7 parameters, no output schema, and no annotations, the description is adequate but not thorough. It explains the purpose and filters but omits details like output format, default behavior, and pagination. It meets a minimal viable standard but leaves gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage with descriptions for all 7 parameters. The description reiterates a few filter types (e.g., dispute status, buyer username, order ID) but does not add significant meaning beyond the schema. The baseline of 3 is appropriate as the schema already provides adequate context.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's purpose: 'Get summaries of all payment disputes.' It specifies the action (Get), the resource (payment dispute summaries), and the ability to filter. This distinguishes it from sibling tools like ebay_get_payment_dispute (single dispute) and ebay_get_payment_dispute_activities (activities).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description mentions filters and required OAuth scope, providing context for usage. However, it does not explicitly contrast with alternatives or state when not to use it. The guidelines are implied rather than explicit, leaving room for ambiguity.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries burden. It discloses that private keys are not stored, which is helpful, but does not mention authentication, rate limits, or whether the operation is read-only.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences with no wasted words. All information is front-loaded and essential.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema exists, so description should describe return format. It mentions public keys and metadata but lacks detail on structure (list, object fields). Adequate but incomplete for a parameterless tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    No parameters, so schema coverage is 100%. Description adds value by explaining return content (public keys and metadata), meeting baseline for zero-parameter tools.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb 'Get' and resource 'all signing keys', specifies public keys and metadata, and distinguishes from sibling tools like 'ebay_get_signing_key' (singular) and 'ebay_create_signing_key'.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this tool vs alternatives like 'ebay_get_signing_key'. Lacks context for when to choose this tool over other signing key endpoints.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must cover behavioral traits. It only mentions prerequisites, not side effects, idempotency, or what happens after registration. For a write operation, this is insufficient.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two sentences: first defines the purpose, second adds a critical requirement. Every sentence is essential and front-loaded. No waste.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    With one nested parameter and no output schema, the description covers the purpose and prerequisite but omits details about the response or any registration ID. It is adequate but not comprehensive.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so the schema already documents all parameters. The description adds no extra meaning beyond stating the purpose, meeting the baseline expectation.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Register'), the resource ('third party financial application'), and the context ('Open Banking / PSD2'). This distinguishes it from sibling tools, which focus on reports, promotions, listings, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description notes a critical prerequisite ('Requires valid eIDAS certificate via MTLS'), guiding the agent on when to use. It does not explicitly state when not to use, but the purpose is niche enough to imply exclusivity.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior2/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description bears full responsibility for behavioral disclosure. It fails to mention important traits: that it can start new conversations or reply to existing ones, any prerequisites (e.g., authentication), rate limits, or that messages are sent immediately. The description is too brief to ensure the agent understands side effects or constraints.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences, no extraneous words, and front-loads the primary action. Every sentence adds value, achieving maximum efficiency.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given 6 parameters (some conditionally required), no output schema, and the need to distinguish between new and existing conversations, the description is insufficiently complete. It does not explain parameter interdependence or media attachment capabilities, leaving the agent with gaps despite good schema coverage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. The description adds no extra parameter semantics beyond what the schema already provides. It does not clarify conditional parameter relationships (e.g., conversationId vs. otherPartyUsername) or usage patterns, so it does not enhance understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Send a direct message'), the recipient ('to a buyer'), and the context ('regarding a specific transaction or inquiry'). It enumerates specific use cases (orders, questions, issues, updates), making the purpose distinct from sibling communication tools like getting conversations or leaving feedback.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides clear when-to-use guidance: 'communicate about orders, answer questions, resolve issues, or provide updates.' However, it does not explicitly state when not to use this tool or mention alternative tools (e.g., ebay_get_conversations for reading messages), leaving some ambiguity for the agent.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Annotations are absent, so the description carries the burden. It specifies OAuth scopes required, which is helpful. However, it does not disclose behavioral traits such as whether the action is synchronous, side effects, or expected response. Partial coverage.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise with two sentences plus OAuth scope. It is well-structured and front-loaded with purpose. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple action with 2 parameters and no output schema, the description covers the essential 'when' and OAuth. However, it lacks details on what happens after contesting, expected response, or prerequisites beyond OAuth. Slightly incomplete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema's parameter descriptions. It does not elaborate on how to use parameters effectively (e.g., how to obtain revision number).

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Contest a payment dispute by providing evidence') and when to use it ('when you disagree with the buyer claim'). It distinguishes from sibling tools like ebay_accept_payment_dispute and ebay_get_payment_dispute.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides explicit guidance on when to use ('when you disagree with the buyer claim and want to provide proof'). It implies when not to use (if agreeing, use accept_payment_dispute). However, it lacks explicit alternatives or exclusions.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided. Description indicates a read-only operation ('Get'), but does not disclose potential auth requirements, rate limits, or any side effects. Lacks detail beyond the obvious.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence, front-loaded, no wasted words. Every word contributes to clarity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get-by-ID tool with one parameter and no output schema, the description is adequate. It clearly states what the tool does and how. Could mention return format, but not essential.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Only one parameter, fully documented in schema. Description adds no extra meaning beyond what the schema already provides. Baseline 3 given 100% schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states verb 'Get' and resource 'notification destination' with the method 'by ID'. Distinguishes from sibling 'ebay_get_notification_destinations' which retrieves all.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit guidance on when to use this tool vs alternatives. It's implied that you need a specific destination ID, but no mention of prerequisites, alternatives, or when not to use.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It confirms a read operation and OAuth scope but omits details like response structure or any limitations, though it is adequate for a simple retrieval.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is extremely concise, with two front-loaded sentences that convey the essential action and scope without any wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read operation with one parameter, the description is nearly complete. It could briefly mention related dispute actions (accept, contest) to add context, but otherwise is sufficient.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Input schema has one parameter with a description. The tool description adds no extra meaning beyond the schema, and with 100% coverage, baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Get detailed information about a specific payment dispute' using a specific verb and resource, and it is distinct from sibling tools like accept, contest, or add evidence.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No explicit when-to-use or when-not-to-use guidance is provided. The description only states the action and required scope, leaving inference to the agent based on sibling names.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries the full burden. It discloses the OAuth scope requirement, which is important for authorization, but does not mention behavioral traits like rate limits, pagination, idempotency, or whether it is a read-only operation. The description is adequate but not comprehensive.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise: two sentences that front-load the action and include essential scope information. Every sentence adds value with no wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple tool with one parameter and no output schema, the description is fairly complete. It states the purpose, included content, and required scope. However, it could hint at the return format (e.g., 'returns an array of activity records') to be fully self-contained.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has 100% coverage (the parameter 'paymentDisputeId' has a description). The tool description adds no further meaning beyond the schema, so it meets the baseline but does not exceed it.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get activity history' and the resource 'payment dispute', and specifies the content: 'all actions taken by buyer, seller, and eBay'. This distinguishes it from sibling tools like ebay_get_payment_dispute (which gets dispute details) and ebay_get_payment_dispute_summaries (which lists disputes).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage by describing the tool's purpose, but it does not explicitly state when to use it versus alternatives (e.g., 'for a summary, use ebay_get_payment_dispute'). No exclusions or prerequisites beyond the OAuth scope are provided.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description carries the full burden. It implies a read-only check but does not explicitly state side effects, safety, or prerequisites. The return info is mentioned, which adds transparency.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two sentences, 28 words, no fluff. Every sentence adds value: the first states the action, the second describes the return. Highly concise.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple zero-parameter tool, the description covers the core functionality. It could optionally detail the return structure (e.g., JSON fields) since no output schema is provided, but the current info is likely sufficient.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    There are zero parameters, and schema coverage is 100%, so baseline is 4. The description adds meaning by explaining the return information (user tokens vs client credentials, validity), which goes beyond the empty schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Check' and the resource 'current OAuth token status', and specifies the returned information (user tokens vs client credentials, validity). This purpose is distinct from sibling token tools like validation or refresh.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides no guidance on when to use this tool versus alternatives (e.g., ebay_validate_token_expiry, ebay_refresh_access_token). No when-to-use or when-not-to-use context is given.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden. It discloses that eBay does not store the private key, which is crucial. However, it lacks details on idempotency, rate limits, or what happens on duplicate requests, leaving some behavioral ambiguity.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences, each carrying significant information: the purpose and cipher options in the first, the critical warning in the second. No unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a creation tool with no output schema, the description tells the key action and warning but doesn't detail the response format (e.g., what keys are returned). While the warning implies the private key is returned, the public key or key ID is not mentioned, leaving some incompleteness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with the single parameter 'signingKeyCipher' described as 'Cipher for the generated keypair, e.g. ED25519 or RSA'. The description does not add extra meaning beyond this schema information, meeting the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action (create), the resource (signing keypair), and its purpose (API digital signatures). It distinguishes from sibling tools like ebay_get_signing_key by being the creation counterpart.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description includes an explicit warning to save the private key immediately, implying when to use the tool and a critical post-use action. However, it does not specify when to prefer this tool over alternatives or mention any prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden. It discloses the auto-refresh behavior ('can automatically refresh the access token if it's expired but the refresh token is valid'). However, it does not mention potential failure scenarios, authentication requirements, or side effects. The description adds some value but lacks comprehensive behavioral detail.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise with two sentences, front-loading the main purpose and quickly adding key differentiators. Every sentence provides value without unnecessary verbosity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool has 5 parameters, no output schema, and no annotations, the description explains the purpose, variant, and auto-refresh behavior. However, it does not specify the return value (e.g., success/failure) or prerequisites like needing prior authorization. It is adequate but has gaps for a complex token-setting operation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100%, so baseline is 3. The description adds context about custom expiry times and auto-refresh but does not add meaning beyond the schema descriptions, which are already clear. Thus, it meets but does not exceed the baseline.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb ('Set') and the resource ('user access and refresh tokens'), and distinguishes itself from the sibling 'ebay_set_user_tokens' by mentioning it is an enhanced version that accepts expiry times and can auto-refresh.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides useful context by stating 'Useful when user provides tokens that may already be partially expired,' implying the scenario for using this tool over the basic version. However, it does not explicitly state when not to use it or mention other alternatives beyond the implied basic version.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description discloses the main behavioral impact: clearing tokens and requiring re-authentication. Since no annotations are provided, the description carries the full burden, and it adequately explains the destructive nature without contradictions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences, no wasted words. The most important information is front-loaded, and every word contributes to understanding.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the simplicity (no parameters, no output schema), the description covers the essential effect and outcome. It could mention if any permissions are required, but for a clear operation, it is adequately complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    With zero parameters, the baseline is 4. The description adds meaning beyond the empty schema by explaining what tokens are cleared and the consequence, which is sufficient.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the specific action ('Clear all stored OAuth tokens') and includes both user tokens and client credentials, distinguishing it from other sibling tools like ebay_set_user_tokens or ebay_get_token_status.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines2/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    No guidance is provided on when to use this tool versus alternatives. Sibling tools like ebay_set_user_tokens or ebay_refresh_access_token exist, but the description does not explain scenarios that would favor one over the other.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations were provided, so the description carries full burden. It discloses supported input formats and output type (Unix timestamp in milliseconds), but omits error handling, timezone handling, or edge cases. For a simple conversion tool, this is acceptable but slightly incomplete.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two concise sentences with no wasted words. The description is front-loaded with the core purpose and quickly provides additional context.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (single parameter, no output schema), the description covers the essential aspects: purpose, supported input formats, and use case. It could mention that the return value is a number, but that is implied by 'Unix timestamp (milliseconds)'.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The only parameter 'dateInput' is fully described in the schema with 100% coverage. The description adds no additional meaning beyond the schema's description. Baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Convert a date string or number to Unix timestamp (milliseconds)' with specific supported formats (ISO 8601, Unix timestamps, relative time). This sharply distinguishes it from all sibling tools, which are eBay operations unrelated to date conversion.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description explicitly mentions 'Useful when setting token expiry times from user input', providing clear context for when to use this tool. While it doesn't list alternatives or when not to use it, the sibling tools are all eBay-specific, so the guidance is adequate.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Discloses key behaviors: uses specific API, returns cleaned fields (itemId, title, price, etc.), and authentication method. Without annotations, this provides good insight into tool operation, though pagination is not mentioned.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Three well-structured sentences: core purpose, technical detail, use case. Concise with no unnecessary information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Covers purpose, return fields, authentication, and typical use case. Missing potential details like error handling or behavior when no results found, but adequate for a simple search tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema covers 100% of parameters with descriptions, so the description adds minimal extra meaning. Baseline score is appropriate as no additional parameter details are provided beyond schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states the tool searches eBay sold/completed listings for pricing research, using the specific API operation. Distinguishes from sibling tools like ebay_get_listing (active listings) by focusing on completed items and market research.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Mentions usefulness for market price research before listing or repricing, but does not explicitly state when not to use or provide direct alternatives. Usage context is implied but not comprehensive.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description bears full responsibility. It discloses the API source, authentication requirement, and return fields, but does not mention pagination behavior beyond parameters, rate limits, or that it returns only active listings (not ended).

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is three sentences, front-loaded with the main purpose. Each sentence adds value: purpose, API details, and requirement. No fluff.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no output schema or annotations, the description covers purpose, API source, auth, and key fields. It could mention maximum entries per page or that it returns only fixed-price listings, but is largely complete for a simple tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers 100% of parameters with descriptions for page and entriesPerPage, including defaults. The description adds no additional meaning about these parameters, so baseline 3 applies.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'Get' and the resource 'active fixed-price listings' with specific fields (SKU, quantity, price, watch count). It distinguishes itself from siblings like ebay_get_listing (single listing) and ebay_get_offers.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description specifies it uses the Trading API (GetMyeBaySelling) and requires a User OAuth token. It implies usage for active fixed-price listings, but does not explicitly state when not to use it or compare to alternatives. Context is clear enough.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. Mentions read-only behavior via 'RSS feed' and return type, but does not disclose authentication requirements, rate limits, or behavior when no incidents exist.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two sentences with front-loaded purpose; every sentence provides value without redundancy.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read tool with optional parameters and no complex output schema, description sufficiently covers purpose, return content, and usage context. Slight improvement possible by noting data source (RSS).

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with descriptions for all 3 parameters. Description does not add additional value beyond what schema already defines, so baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description uses specific verb 'Get' and resource 'latest eBay API status and incidents from the official RSS feed', clearly differentiating from sibling tools focused on promotions, listings, reports, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    States 'Use when the user asks about API status, outages, or fixes', providing clear context but lacks explicit when-not-to-use or alternatives.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description explicitly states the tool is read-only, uses the Fulfillment API (not deprecated Post-Order API), and returns orders matching cancellation criteria. This is good transparency for a read-only tool, though it lacks details on pagination or error handling.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise and front-loaded with the main purpose, followed by technical details and OAuth scope. It could be slightly more streamlined, but it avoids unnecessary fluff.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Without an output schema, the description partially explains what is returned (orders filtered by cancelState) but does not describe the response structure or mention that only up to maxResults orders are scanned. This leaves some ambiguity for the agent.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema already fully describes both parameters (filter and maxResults) with 100% coverage. The description adds no additional semantic information beyond the schema, so a baseline score of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool scans for cancellation requests from seller orders by calling the Fulfillment API getOrders and filtering by cancelState. It distinguishes itself from generic order retrieval tools like ebay_get_orders by focusing specifically on cancellations.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description indicates the tool is a read-only helper and specifies required OAuth scopes, giving context for safe usage. It does not explicitly contrast with alternatives or provide when-not-to-use guidance, but the purpose is clear enough for an agent to infer appropriate use cases.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description discloses that the tool always fails with a clear message. While it doesn't specify the exact error, it is sufficiently transparent about the expected behavior. No annotations are provided, so the description carries the full burden, and it meets the need.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is a single concise sentence that front-loads the decommissioning status. Every part is essential; there is no waste. It is optimally structured for quick comprehension.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool is decommissioned, the description provides enough information: it states it always fails, gives a reason (API shut down), and offers a manual alternative. No output schema or further details are needed for this context.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters1/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has one parameter (complianceType) with 0% schema description coverage. The description does not mention this parameter or its meaning. Even though the tool is decommissioned, the description adds no value for the parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool is decommissioned and always fails. The tool name includes "listing_violations", and the description mentions "Sell Compliance API", which implies the original purpose. This is adequate for an agent to understand it was about listing violations but is now non-functional.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines5/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description explicitly tells the agent that the tool always fails and provides an alternative (manual process via Seller Hub). This is excellent guidance on when not to use the tool and what to use instead.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    The description discloses required OAuth scope and mentions the returned data fields (registration status, selling limit). However, without annotations, it lacks information on rate limits, data freshness, or other behavioral aspects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise with two sentences that front-load the purpose and include essential context like OAuth scope. No redundant information.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    While there is no output schema, the description adequately summarizes the return value (privileges and selling limit). It could mention response format or pagination, but this is a simple read tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The tool has no parameters, so the input schema fully covers them. The description adds no parameter info, which is acceptable; baseline for zero parameters is 4.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool retrieves the seller's current set of privileges, including registration completion and selling limit details. It uses specific verbs and nouns, and is distinct from sibling tools that handle bulk operations or other specific actions.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage for reading privileges but does not explicitly state when to use this tool over others or provide exclusions. No alternatives are mentioned.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries full burden. It discloses the required OAuth scope, which is behavioral, but does not mention idempotency, rate limits, return format, or potential data limits. A read operation is implied, but not explicitly stated.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences: the first clearly states the purpose, the second provides necessary OAuth scope information. No unnecessary words or repetition.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (one required parameter, no output schema), the description covers the essential purpose and authorization needed. It could be improved by noting the return type or any pagination, but it is generally complete for its complexity.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema covers 100% of parameters with descriptions. The description adds no additional meaning beyond stating the scope. According to guidelines, high schema coverage warrants baseline 3, so no extra credit.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action ('Get'), the resource ('all shipping fulfillments'), and the context ('for an order'). It distinguishes from the singular sibling 'ebay_get_shipping_fulfillment' by specifying 'all' and from 'ebay_create_shipping_fulfillment' by indicating retrieval.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides clear context for when to use the tool (to retrieve all shipping fulfillments for a given order) and includes required OAuth scopes. It does not explicitly exclude alternative tools or provide when-not-to-use guidance, but the purpose is sufficiently clear for selection.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden. It discloses that tokens are persisted to disk and automatically refreshed, and mentions rate limit benefits. This is good behavioral transparency. It could be improved by mentioning any potential side effects or prerequisites.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise, with three sentences that front-load the main action. Every sentence adds value, no redundant or verbose language.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the tool's simplicity (2 required parameters, no output schema), the description adequately explains the behavior (persistence, auto-refresh, rate limits). It could mention that the tokens are used for subsequent API calls, but it is still fairly complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with parameter descriptions. The description adds no additional semantic information about the parameters beyond what is in the schema. Baseline 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose4/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool sets user access and refresh tokens for authenticated API requests. It specifies the verb 'set' and the resource 'user access token and refresh token'. However, it does not explicitly differentiate from the sibling tool 'ebay_set_user_tokens_with_expiry', which likely has a similar purpose.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description explains that tokens should be obtained via OAuth authorization code flow and notes the benefit of higher rate limits compared to client credentials. This helps agents decide when to use this tool. However, it does not explicitly state when not to use it or provide exclusion criteria.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Discloses that it updates a conversation and lists possible status values. However, with no annotations, it fails to describe effects of DELETE, required permissions, or return behavior.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Single sentence with key information, no wasted words. Could be slightly more structured but effective.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Lacks description of return value or output. For a mutation tool with no output schema, this omission reduces completeness.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, so baseline is 3. Description adds value by explaining the meaning of conversationStatus values and that conversationType is required but cannot be updated.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description clearly states the verb 'Update' and resource 'single conversation', listing allowed statuses and read flag. Distinguishes from sibling 'ebay_bulk_update_conversation' by specifying single conversation.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Implies when to use by specifying the fields to update (status or read flag). Does not explicitly exclude bulk updates or provide prerequisites, but naming and context make usage clear.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description adds valuable context: it notes that the private key is not stored by eBay, a behavioral trait not obvious from the schema.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two short sentences, front-loaded with the main purpose, and contains no unnecessary words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple get operation with one parameter and no output schema, the description adequately covers purpose, return value, and a key behavioral note, making it complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% and the description only mentions 'by ID', adding no extra meaning beyond what the schema already provides for the single parameter.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the action 'Get' and the resource 'signing key by ID', distinguishing it from sibling tools like 'ebay_get_signing_keys' which lists all keys.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies usage to retrieve a specific signing key by ID but does not explicitly state when to use this versus alternatives or any prerequisites.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior5/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description carries the full burden of behavioral disclosure. It goes far beyond basic expectations by detailing specific error behavior ('Please select a valid shipping service'), explaining remote validation vs. client duplication (citing DomesticItemShippingService indices), warning about sandbox/production differences, and explicitly listing the required OAuth scope. This gives the agent crucial behavioral insights that cannot be inferred from the schema.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is longer than the minimum but every section earns its place: the purpose, the critical validation caveat, the working example, the sandbox note, and the OAuth requirement. It is logically organized into a brief summary, a detailed guidance block, and a scope line. It avoids redundancy despite its length.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness3/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a complex create operation with no output schema, the description covers validation, auth, and sandbox nuances, but it does not disclose what the API returns (e.g., policy ID, response object). It also omits explanation of several optional fields (localPickup, freightShipping, etc.). Given the complexity and high parameter count, a note on return value and broader field semantics would make it more complete.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 0%, so the description must compensate. It does so effectively by providing a complete known-good example (policy.name, marketplaceId, categoryTypes, handlingTime, shippingOptions) and explaining the most error-prone field, shippingServiceCode. It also warns against invented codes and references GeteBayDetails for discovery. While not every nested field is individually explained, the example and warnings add substantial meaning beyond the raw schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description opens with 'Create a new fulfillment policy,' which is a specific verb + resource statement. It clearly distinguishes this tool from sibling policy-creation tools (e.g., payment policy, return policy) by naming the exact resource type. The rest of the description reinforces this purpose with fulfillment-policy-specific details.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines3/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides clear context for when to use the tool (creating a fulfillment policy) but does not explicitly contrast it with alternatives like ebay_create_payment_policy or ebay_create_return_policy. It does include practical usage guidance such as required OAuth scope and how to validate shipping codes, which helps the agent use it correctly, but the when-to-use guidance is implied rather than explicit.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations provided, the description adequately discloses behavioral traits: it is read-only, does not issue refunds, does not call Post-Order API, and requires specific OAuth scopes. However, it lacks details on pagination, rate limits, or behavior when no refunds are found (empty array vs null). The description compensates reasonably for the missing annotations.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is very concise: two short sentences plus an OAuth scope line. Every sentence adds value. No fluff or redundancy. The structure front-loads the core purpose and then adds important constraints.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple read-only filter tool, the description covers the essential aspects: purpose, behavior, API used, and OAuth requirements. No output schema exists, so the note about returning orders with non-empty refunds array is helpful. However, it could be more complete by explaining what happens when no refunds are found or providing a minimal example.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema description coverage is 100% (both filter and maxResults have descriptions), so baseline is 3. The description adds minimal extra meaning: it mentions the default maxResults value (50) and that filter is optional. No additional syntax or format details beyond what the schema provides. Hence, the description does not significantly enhance parameter understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool's purpose: 'Scan recent seller orders for refunds.' It specifies the API used (Fulfillment API getOrders) and the condition for return (non-empty paymentSummary.refunds array). This distinguishes it from sibling tools like ebay_get_orders (which returns all orders) and ebay_issue_refund (which issues refunds).

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description explicitly labels the tool as a 'read-only helper' and clarifies it 'does not issue refunds or call the Post-Order API.' It also lists required OAuth scopes. While it doesn't directly contrast with alternatives like ebay_get_orders, the context of scanning for refunds implies when to use it. More explicit when-not-to-use guidance would improve this dimension.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description must disclose behavior. It states that tokens must already be set and that it returns a new access token and expiry. However, it does not mention potential side effects (e.g., old token invalidation), rate limits, or failure modes (e.g., expired refresh token). For a simple token refresh, this is adequate but not thorough.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences, front-loaded with the main action. It conveys purpose, use cases, and prerequisites without any extraneous information. Every sentence serves a purpose, making it highly concise and well-structured.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given that the tool has no parameters and no output schema, the description adequately covers the tool's purpose, usage, and return value. The mention of prerequisites and recovery scenarios adds completeness. It could mention that a valid refresh token is required, but this is implied by the prerequisite statement.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The input schema has zero parameters, so the description adds no parameter information beyond what is already present. With 100% schema coverage (nothing to cover), the baseline score of 4 applies as the description does not compete with the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the verb 'refresh' and the resource 'user access token'. It distinguishes from sibling tools by specifying 'manual' refresh and mentions recovery from auth errors, which differentiates it from other token-related tools like ebay_get_token_status or ebay_validate_token_expiry.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides explicit usage scenarios: proactive refresh before expiry or recovery from auth errors. It also mentions a prerequisite (tokens must be set via .env or ebay_set_user_tokens_with_expiry). While it does not explicitly state when not to use or list alternatives, the guidance is clear and actionable.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    With no annotations, the description must convey behavior. It states it 'revises' and 'updates', implying a write operation. It mentions using Trading API and required auth. It does not detail side effects like whether the listing remains active or any other constraints. It is adequate but not comprehensive.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is concise: a one-line purpose, a brief API note, usage advice, clear examples, and a requirement. Each sentence adds value without redundancy. It is well-structured and easy to parse.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given no annotations and no output schema, the description covers the main aspects: what it does, how to use it, and a key requirement. It does not explain return values or error scenarios, but it is sufficient for typical usage. Could be more complete with limitations.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    The schema covers both parameters (itemId and fields) with descriptions. The description enriches the fields parameter with examples and the instruction to send only changed fields, adding practical meaning beyond the schema's generic description.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool revises an existing fixed-price listing and can update specific fields like quantity, price, title, description. It distinguishes from sibling tools like create, end, relist by focusing on modifications to an active listing.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides usage guidance including 'Only send the fields you want to change' and examples. It also mentions the required OAuth token. However, it does not explicitly state when to use this tool versus alternatives like relisting for ended items, leaving some ambiguity.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior3/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It discloses the return value and required scope, but lacks details on file limits, accepted formats, or error conditions. Adequate but minimal beyond basic purpose.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise—two sentences plus scope info. No filler, every sentence adds value (purpose, return value, scope). Well front-loaded.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple upload tool, description covers purpose, return value, and scope. Lacks output schema details but return type is implied. Slightly incomplete regarding file constraints but overall adequate.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with clear descriptions. The description adds examples (shipping receipt, photos) and clarifies that data is Base64-encoded, enhancing understanding beyond the schema.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description states 'Upload a file as evidence' with specific examples (shipping receipt, photos) and clarifies the return value (file ID for add_evidence), clearly distinguishing it from sibling tools like add_payment_dispute_evidence.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Provides required OAuth scope and states the file ID is for use with add_evidence, indicating this is a preparatory step. However, it does not explicitly mention when not to use the tool or list alternatives.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Without annotations, the description carries the full burden. It discloses the tool checks expiry and provides recommendations, indicating a read-like behavior. No mention of side effects or auth needs, but the behavior is straightforward for a validation function.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is two sentences, zero wasted words. It front-loads the core purpose and immediately provides specific details.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a simple validation tool with no output schema, the description sufficiently explains what the tool does and its output (recommendations). Could mention return format but not necessary given simplicity.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100% with each parameter described as ISO date string, Unix timestamp, or relative time. The description reinforces but does not add meaning beyond the schema's own descriptions. Baseline of 3 is appropriate.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool validates token expiry times and provides actionable recommendations, specifying it checks if tokens are expired or expiring soon. This specific verb-resource combination distinguishes it from all sibling tools, which focus on listings, promotions, reports, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description implies when to use: when needing to check token expiry and get recommendations. No explicit when-not or alternatives are given, but given the sibling list contains no other token-related tool, the context is clear.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. Explains return scope (all listing fields including description, specifics, shipping, images) and auth requirement. No mention of rate limits or error conditions, but adequate for a simple read operation.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Three concise sentences: purpose, implementation detail, and auth note. No superfluous information, front-loaded with the essential action.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a single-parameter read-only tool with no output schema, the description covers purpose, API used, return fields, and auth requirement. Complete and sufficient for correct invocation.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters3/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Only one parameter 'itemId' with schema description 'The eBay item ID to retrieve'. Description adds no new information beyond the schema; baseline score applies due to 100% schema coverage.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Clearly states 'Get full details for a single listing by item ID', specifying the verb (get), resource (listing), and input (item ID). Distinguishes from siblings like ebay_get_listing_set and ebay_get_active_listings.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Mentions requirement for User OAuth token, indicating when this tool can be used (authenticated). Does not explicitly exclude cases like needing multiple listings, but the name and context imply single-item retrieval.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior4/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description carries full burden. It discloses that credentials are masked and token status including expiry times are shown. Does not explicitly state whether the tool is read-only or if it modifies state, but the verb 'display' implies no side effects.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Two sentences: first states purpose, second details output and use case. No filler words or repetition. Highly efficient.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness4/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    No output schema, but description lists all significant output fields (client ID, client secret masked, environment, redirect URI, token status, expiry times). Could mention return format (JSON) but still sufficient for a display tool.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    No parameters exist (0 params, schema coverage 100%). Baseline is 4 as no additional documentation is needed. Description does not add parameter info but is not required to.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    Description uses specific verb 'display' and resource 'eBay API credentials and current token information', listing exact items shown. Clearly distinguishes from sibling tools which handle campaign management, inventory, etc.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    States it's 'useful for debugging authentication issues and verifying configuration', providing clear context. Does not explicitly exclude other tools, but sibling tools are unrelated, so differentiation is implicit.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior5/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations provided, so description fully carries behavioral disclosure. Reveals automatic token storage and usage, code expiration (~5 minutes), URL decoding, .env file saving with auto-refresh every 2 hours, and refresh token duration (18 months). No contradictions.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Well-structured with sections, important notes, and common errors. Length is justified by the needed detail for OAuth flow; no redundancy.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a single-parameter tool with no output schema, the description is complete. Covers the full OAuth flow, token handling, error scenarios, and references a documentation file. No gaps.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters4/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Single parameter 'code' has schema description 'The authorization code received from eBay after user authorization'. Description adds extraction details, URL-encoding, and expiration context, going beyond schema. High schema coverage (100%) means baseline is 3, but added value justifies 4.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool exchanges an OAuth authorization code for access and refresh tokens, completing the OAuth 2.0 Authorization Code grant flow. It distinguishes itself from sibling tools as the only OAuth token exchange tool among many eBay API tools.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    Explicitly describes when to use (after user authorization and receiving code) and how to extract the code from the redirect URL. Includes common errors with troubleshooting guidance. Does not explicitly state when not to use, but context is sufficient.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior5/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    No annotations are provided, so the description carries full burden. It thoroughly discloses behavioral traits: it involves user interaction via browser, scopes differ by environment, tokens auto-refresh every 2 hours, authorization codes expire in ~5 minutes, and refresh tokens last 18 months. It also includes troubleshooting tips, making the behavior fully transparent.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness4/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    The description is lengthy but well-structured with sections (IMPORTANT, OAUTH FLOW, COMMON SCOPES, TROUBLESHOOTING). Each section adds value, and the main purpose is front-loaded. Minor redundancy could be trimmed, but overall it is efficient for the complexity.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    Given the complexity of OAuth and no output schema, the description is exceptionally complete. It covers the full flow, environment differences, common scopes, troubleshooting, and even references the next tool. No critical information is missing for correct usage.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters5/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Schema coverage is 100%, baseline 3. The description adds significant value beyond schema: it explains that omitting scopes uses defaults, redirectUri can come from environment variable, and provides a list of common scopes with details. It also clarifies the scope format (using +) and validation against environment. This greatly enhances understanding.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states 'Generate the eBay OAuth authorization URL for user consent', specifying the verb (generate), resource (OAuth authorization URL), and purpose. It distinguishes itself from the many sibling tools, which are unrelated to OAuth flow.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines4/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description provides explicit step-by-step OAuth flow instructions (steps 1-4) and mentions the follow-up tool 'ebay_exchange_authorization_code'. It also explains when to use it (to initiate user consent) but does not explicitly state when not to use it or alternatives. The guidance is clear and actionable.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

  • Behavior5/5

    Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

    Despite no annotations, the description fully discloses the tool's behavior: it always fails due to API shutdown. No hidden surprises.

    Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

    Conciseness5/5

    Is the description appropriately sized, front-loaded, and free of redundancy?

    Extremely concise, front-loaded with 'DECOMMISSIONED', and every sentence provides critical information. No wasted words.

    Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

    Completeness5/5

    Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

    For a decommissioned tool, the description is fully complete: it states the failure, reason, and alternative. Nothing more is needed.

    Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

    Parameters5/5

    Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

    Parameters are irrelevant since the tool is dead. The description sensibly avoids misleading parameter explanations, implying their irrelevance.

    Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

    Purpose5/5

    Does the description clearly state what the tool does and how it differs from similar tools?

    The description clearly states the tool is decommissioned and always fails, with explicit reason and alternative. The purpose is unambiguously communicated: this tool is non-functional.

    Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

    Usage Guidelines5/5

    Does the description explain when to use this tool, when not to, or what alternatives exist?

    The description explicitly warns not to use the tool and provides a concrete alternative (Seller Hub). This is perfect usage guidance for a decommissioned tool.

    Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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