Netfluid

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

With no annotations, the description carries full burden. It states the tool blocks access and requires admin, but fails to disclose side effects, reversibility, or impact on ongoing operations. The term 'temporarily' hints at reversibility but lacks detail.

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

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

The description is relatively concise but contains redundancy (first two sentences repeat). The @param structure is clear. Could be tightened by removing the first sentence.

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

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

Despite having an output schema (per context), the description does not explain the temporary nature, how to resume, or error conditions. It covers only the basic action, leaving gaps for confident usage.

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

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

Schema coverage is 0%, so description must add value. It explains api_key as requiring admin privileges, useful context. For wallet_fk, it only restates the parameter name without additional constraints, providing minimal extra meaning beyond schema.

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

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

The description clearly states the tool temporarily blocks wallet access. It uses specific verb 'blocks' and resource 'wallet', and differentiates from siblings like netfluid__access_resume. However, the repetition of the same idea reduces clarity slightly.

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

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

The description mentions the requirement for admin api_key, which is a prerequisite. It implies use for pausing and resume for unpausing, but does not explicitly state when to use or not use this tool compared to other pause-like tools (e.g., netfluid__account_pause).

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

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

Annotations are empty, so the description must disclose behavior. It mentions the assignment makes token retrieval easier but lacks details on side effects, permanence, overwriting, or required permissions. The repeated text does not add 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.

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

The description is relatively short but contains a redundant repetition of the first two sentences. The @param style is clear but the duplication wastes space. It could be more concise.

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

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

Given 5 required params, no schema documentation, and no annotations, the description explains the core purpose and some parameters but lacks details on user_id and platform behaviors. The presence of an output schema reduces the need to describe return format, but behavioral completeness is still lacking.

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

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

Schema description coverage is 0%, but the description adds @param docs for api_key, token, and wallet_fk, linking them to other endpoints. However, user_id and platform parameters are not described despite being required. The platform is implied from the text, but missing explicit parameter explanation.

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

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

The description clearly states the tool assigns a wallet_fk to a channel user ID, specifying platforms (discord, telegram, whatsapp). This distinguishes it from sibling tools like netfluid__access_platform_login and netfluid__access_platform_wallet_list.

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

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

The description suggests using the tool to associate a wallet with a channel user to facilitate future token retrieval, but does not explicitly state when not to use it or compare with alternatives. The advice to prompt the customer provides some context.

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

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

Given empty annotations, the description carries full responsibility. It discloses the single-attempt limit and the consequence of failure, but does not detail token properties (e.g., expiry, format) or other side effects. Some transparency but gaps remain.

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

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

The description is repetitive with two identical sentences at the start. It could be condensed into a single clear statement. The @param and @return are standard but the body wastes space.

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

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

Despite having 2 parameters and no nested objects, the description lacks important context: prerequisites (e.g., wallet existence), token lifecycle, and output details (only says 'json object'). With output schema not provided, the description should elaborate on the return value.

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

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

Schema coverage is 0%, so the description's @param lines add needed meaning. It clarifies that pin is numeric and 5-digit, and wallet_fk is the identifier. This adds significant value beyond the schema's raw types.

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

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

The description clearly states the tool retrieves a token using wallet_fk and PIN, and positions it as a shortcut. It distinguishes from siblings like 'assign' or 'pause' by focusing on token retrieval, but doesn't explicitly contrast with similar tools like netfluid__session_2_token.

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

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

The description provides a critical usage constraint: only one attempt allowed, and failure requires sending the user back to the website. It implies when to use (when you have wallet_fk and PIN), but lacks explicit when-not-to-use or alternatives among siblings.

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

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

No annotations are present, so the description carries full burden. It discloses the read-only nature (retrieves) and a precondition for success, but does not detail failure modes, authentication, or 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.

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

The description is reasonably concise but contains a repeated sentence (first line appears twice). The parameter documentation is well-structured, but could be more tightly integrated.

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

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

The description covers the core operation and preconditions, but lacks detail on the return value beyond 'a json object'. With many similar wallet list siblings, more specificity on what the JSON contains (e.g., wallet_fk) would improve completeness.

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

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

Despite 0% schema description coverage, the description includes clear, meaningful explanations for both parameters: user_id is defined as 'the chat, channel user-id specific to this chat customer' and platform lists possible values 'discord, telegram, whatsapp'.

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

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

The description clearly states it retrieves a list of wallets associated with a specific channel and user ID, and explains that the wallet_fk can then be used to get a token. This distinguishes it from other wallet-related sibling tools by the platform-specific scope.

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

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

The description provides a precondition: the wallet_fk must have been previously assigned. It also hints at the follow-up action (getting a token). However, it does not explicitly compare with sibling tools like wallet_accounts_list or wallet_assets_list.

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

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 returning sensitive data like private key and personal information, but omits security implications, authorization requirements, or error behavior. The incomplete sentence about preference adds confusion.

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

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

The description contains repetition ('Recovers the Netfluid wallet's private key from a set of 24 keywords' appears twice) and an incomplete sentence. While not overly long, the structure could be tighter.

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

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

The description covers the purpose, output fields, and parameters, but given the sensitive nature of private key recovery, it lacks details on error conditions, security, or prerequisites. The presence of an output schema partially mitigates missing return descriptions.

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

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

With 0% schema description coverage, the description effectively explains both parameters: api_key as the application's key, and words as space-delimited recovery words. This adds critical meaning beyond the bare schema.

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

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

The description clearly states it recovers the Netfluid wallet's private key from 24 keywords. It provides a specific verb and resource, distinguishing it from siblings like 'access_pause' and 'access_resume', though it does not explicitly differentiate from 'wallet_mnemonic'.

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

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

The description lacks explicit guidance on when to use this tool versus alternatives. It mentions 'It's preferable that the person trying to recover' but the sentence is incomplete, leaving context unclear. No when-not or alternative tools are referenced.

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

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

With no annotations, the description carries full burden. The contradictory first line (claiming it blocks access) misrepresents core behavior. Additionally, it fails to disclose what happens if the wallet is already resumed, error conditions, or side effects. This undermines transparency.

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

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

The description includes a contradictory first line that is not only unnecessary but harmful. The remaining two sentences (parameter descriptions) are concise, but the overall text is not lean due to the misleading opening. Every sentence should earn its place; this one does not.

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

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

Given the output schema exists (not shown) and two parameters, the description lacks important context: return format, behavior for already active wallets, error messages, and idempotency. It only covers privilege requirements, leaving significant gaps 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.

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

Schema description coverage is 0%, so the description must add meaning beyond the schema. It does so by explaining the purpose of each parameter: 'api_key: The api key with administrator privileges' and 'wallet_fk: The wallet_fk to resume'. This clarifies their roles effectively.

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

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

The description begins with 'Temporarily blocks access to the wallet' which is the opposite of 'Resumes access to a paused wallet' mentioned later. This contradiction severely misleads the agent about the tool's purpose, making it unclear despite the second sentence providing correct intent.

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

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

The description states that the endpoint requires an api_key with administrator privileges, offering some guidance on access conditions. However, it does not differentiate from its sibling 'netfluid__access_pause' or specify when to use this tool instead of alternatives like 'netfluid__account_resume' which might also resume access.

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

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

With no annotations, the description must disclose behavioral traits. It only mentions the PIN length constraint and lists parameters. It does not explain side effects, authentication needs, error handling, or response details, leaving significant gaps.

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

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

The description is duplicated, containing two identical paragraphs. It could be condensed to a single sentence. The param descriptions are verbose and could be integrated more concisely.

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

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

Despite having an output schema, the description only says '@return: a json object'. It omits crucial context such as security implications, error scenarios, or any behavioral details that are not covered by annotations. The tool performs a sensitive operation and requires more complete documentation.

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

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

The description adds meaning to all four parameters beyond the schema, clarifying that api_key is an application key, token and wallet_fk come from /access/login, and new_pin must be 5 numeric digits. This compensates for the 0% schema description coverage.

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

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

The description clearly states the tool changes the wallet PIN, specifies the constraint that it must be 5 digits, and provides an example. The purpose is specific and distinct from siblings, as no other tool appears to change wallet PIN.

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

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 exclusions or prerequisites mentioned. The description only explains what the tool does, not when to invoke it.

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

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

With no annotations, the description carries the burden. It implies a read-only, non-destructive operation by stating 'public information' and lists return fields, but does not disclose any additional behavioral traits such as authentication 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.

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

The description is concise at two sentences, economically stating purpose and return format. However, the '@return' line is somewhat redundant given the presence of an output schema.

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

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

Considering the tool's simplicity, the output schema existence, and low schema coverage, the description provides minimal context. It lists returned fields but omits contextual details like default behavior or error cases.

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

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

The single parameter 'account_fk' is described merely as 'associated with an account_fk', which is redundant with the schema. With 0% schema description coverage, the description fails to add meaningful semantic value beyond the parameter name and type.

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

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

The description clearly states the tool 'returns public information associated with an account_fk' and lists specific fields (address, commodity, currency, type), distinguishing it from many siblings but not explicitly from similar account info tools.

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

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 netfluid__account_info or netfluid__account_address, leaving the agent to infer usage based solely on the description's scope.

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

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

With empty annotations, the description carries full burden. It indicates validation and read-like behavior but does not explicitly state if it is read-only, if authentication is required, or if there are side effects. The minimal description leaves significant 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.

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

The description is very short and front-loaded with the core action, which is good for conciseness. However, it omits important details that could be included without much bloat, making it too terse for its own good.

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

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

Given the existence of an output schema, the description does not need to detail return values, but it fails to provide sufficient context about the tool's role among many account-related siblings. The validation purpose is clear, but the overall completeness is lacking.

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

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

The input schema has 0% coverage, and the description adds no meaning to the single parameter 'account_address'. There are no format hints, examples, validation rules, or constraints provided beyond the parameter name.

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

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

The description clearly states the action (validates and verifies existence) and the resource (Netfluid account address), explicitly distinguishing from blockchain addresses. However, it does not differentiate from similar sibling tools like netfluid__account_info or netfluid__account, and the return type is only hinted at as 'a json object' without specifics.

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

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 netfluid__account or netfluid__account_info. There is no mention of prerequisites, context, or conditions that would help an agent decide to invoke this tool.

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

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

The description discloses that a confirmation ('yes/no') is required before execution, implying an interactive step. However, with no annotations present, it fails to elaborate on other behavioral aspects like idempotency, permissions, or side effects. The confirmation note is useful but incomplete.

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

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

The description is structured with a brief initial sentence followed by parameter documentation in a pseudo-JSDoc format. It is moderately concise and avoids unnecessary verbosity, though the repetition of 'Sets a friendly name/alias' is slightly redundant.

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

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

The description provides parameter details and a behavioral note about confirmation, but lacks information about return values (only 'json object'), error handling, rate limits, or what happens if the alias already exists. For a simple write operation, it is adequate but not fully comprehensive.

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

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

All four parameters (api_key, token, account_fk, alias) are described with meaningful context beyond the schema. Notably, it clarifies that account_fk is a database ID (not address) and cannot be 0, and advises using unique aliases. This adds significant value since schema coverage is 0%.

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

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

The description clearly states the action ('Sets a friendly name/alias') and the resource ('account'). It also mentions a confirmation step, which adds clarity. However, it does not explicitly differentiate from sibling tools, many of which also involve account operations.

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

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 account-related tools like 'netfluid__account_info' or 'netfluid__account_address'. The description lacks 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.

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

Discloses that purchase requires confirmation and debits FIAT balance. No annotations exist, so description carries burden. Lacks details on error conditions, idempotency, 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.

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

First sentence is repeated unnecessarily. Param listing is structured but not particularly concise. Could be shortened without losing meaning.

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

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

Output schema exists so return values need not be explained. Covers purpose and parameters, but lacks prerequisites (e.g., sufficient balance) and error scenarios. Adequate but not comprehensive.

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

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

Schema coverage is 0%, but description provides meaningful explanations for all four required parameters, including clarifying that account_fk is a database ID not an address. Adds critical context beyond type info.

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

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

Clearly states it purchases a digital asset from FIAT balance, distinguishing from related actions like sell or swap. However, does not explicitly differentiate from sibling netfluid__account_buy_telco.

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

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

Mentions 'Confirm (yes/no) before executing' but provides no explicit guidance on when to use, prerequisites, or alternatives. No comparison to sibling tools.

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

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

With empty annotations, the description bears full responsibility for behavioral disclosure. It indicates a confirmation step ('Confirm (yes/no) before executing') but does not clarify whether the tool itself prompts confirmation or requires pre-confirmation. No details on side effects, auth requirements beyond parameters, or response format are provided, despite the output schema existing.

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

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

The description is somewhat repetitive ('Purchases airtime by converting currency to minutes and seconds' appears twice). It mixes a narrative opening with docstring-like parameter descriptions, which is functional but not optimally concise. The key constraint (confirmation) is front-loaded.

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

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

Given the tool has 5 required parameters, no annotations, and an output schema, the description covers the basic purpose and parameters reasonably well. However, it lacks usage context, behavioral details (e.g., error handling, rate limits), and does not explain the return value beyond '@return: a json object'. The output schema exists but is not leveraged in the description.

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

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

The input schema has 0% description coverage, but the description compensates with detailed parameter explanations, especially clarifying that 'account_fk' is a database ID (int) not an address, and specifying decimal precision for 'amount'. This adds substantial meaning beyond the schema.

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

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

The description clearly states that this tool purchases airtime by converting currency to minutes and seconds, which aligns with the tool name 'netfluid__account_buy_telco'. The mention of 'Confirm (yes/no) before executing' adds specificity. However, the purpose is not explicitly differentiated from sibling tools like 'netfluid__account_buy', though the 'telco' suffix implies the scope.

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

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 'netfluid__account_buy' or other account-related tools. There is no mention of prerequisites, exclusions, or contextual triggers.

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

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

With no annotations, the description bears full responsibility. It discloses PIN requirement and confirmation step, but lacks details on side effects, idempotency, error handling, or rate limits. The return is only described as 'a json object', leaving behavioral gaps for a financial operation.

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

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

The description repeats the first sentence, wasting words. The parameter list is clear but could be integrated more smoothly. Front-loading is good, but overall conciseness is average.

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

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

Given the tool's complexity (7 params, financial charge), the description covers basic actions but lacks details on the confirmation workflow, return value structure (despite output schema existing), and error conditions. It is adequate but not fully comprehensive.

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

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

Despite 0% schema description coverage, the description includes @param lines for all 7 parameters, adding useful semantics (e.g., clarifying account_fk is a database ID and not allowed to be 0, and pin is the account PIN). This compensates for the schema's lack of descriptions.

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

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

The description clearly states the tool charges an account using QR-code or NFC card, specifying the verb 'Charges' and resource 'account'. It differentiates from siblings by mentioning the specific method (QR/NFC) and PIN requirement, though it does not explicitly distinguish from similar tools like netfluid__account_pay.

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

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

The description mentions 'Confirm (yes/no) before executing' but does not explain when to use this tool over alternatives or provide context for when it should not be used. No guidance on prerequisites or exclusions is given.

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

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

No annotations provided, so description carries full burden. It describes a read operation but does not confirm idempotency or side effects. It lacks details on authentication, rate limits, or error handling. The warning about account_fk being an int is helpful 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.

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

The first line is repeated ('Returns detailed account information.' appears twice), wasting words. The parameter documentation is clear but could be formatted more compactly. The structure is adequate but not optimal.

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

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

An output schema exists, so return values are covered. However, the description does not explain what 'detailed' entails or when to favor this over other account info tools. It also does not mention that the tool requires prior authentication tokens.

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

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

The description provides clear, detailed explanations for all three parameters, especially account_fk ('database ID not address, may not be 0'). This adds significant meaning beyond the bare schema, compensating for 0% schema description coverage.

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

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

The description clearly states it returns detailed account information and balances, using the verb 'returns' and specifying the resource 'account information'. However, it does not distinguish from sibling tool netfluid__account, which may have similar purpose.

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

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, context, or exclusions. The description assumes the agent knows when to call it.

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

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

Annotations are empty, so description must carry burden. It mentions it performs a FIAT withdraw and issues a voucher, implying mutation. But lacks details on side effects, irreversibility, or prerequisites beyond parameters.

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

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

Two sentences plus param docs; efficient and front-loaded with action. Minor redundancy but overall concise.

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

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

Covers purpose, params, and condition. Lacks detail on response beyond 'JSON object' and doesn't reference output schema. Missing error handling or relationship to sibling tools.

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

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

Schema coverage is 0%, so description adds essential meaning: api_key, token, account_fk (with DB ID and non-zero constraint), amount. Could include units or precision but adds value.

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

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

The description clearly states the action (issue a voucher) and resource (Netfluid voucher) with context of a FIAT withdraw. It distinguishes from sibling tools like quote and redeem, but doesn't explicitly differentiate, so it's slightly lacking.

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

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

Provides some guidance: 'Only applicable on FIAT balances' and clarifies account_fk is a DB ID not zero. But no explicit when-to-use or alternatives among siblings.

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

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

The description mentions it returns commission and charged amount, and implies a non-destructive quote operation. It lacks explicit statement of no side effects or required permissions, but is sufficient given 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.

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

The description is well-structured with a brief intro, step indication, parameter list, and return type. No unnecessary words, clear formatting.

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

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

Given 4 required params and existence of an output schema, the description covers purpose, parameters, and return basics. It could detail the output object more, but output schema likely fills that gap.

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

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

Schema coverage is 0%, but the description includes detailed @param blocks for all 4 parameters, adding context beyond the schema (e.g., token source, account_fk constraints, amount decimals).

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

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

The description clearly states it performs a quote for issuing a Netfluid voucher as a merchant, using specific verbs and resource. It directly distinguishes from sibling tools like issue and redeem.

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

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

The description explains this is step before issuing a voucher, implying when to use it. However, it does not explicitly state when not to use or provide alternative tools.

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

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

Annotations are empty, so the description must carry full transparency burden. It only says 'Redeems' implying state change, but provides no details on side effects, idempotency, error behavior, or destructive potential.

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

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

The description is concise with a clear action statement followed by parameter details. The account_fk explanation is slightly verbose but helpful. Overall no wasted sentences.

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

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

Given 4 required parameters, empty annotations, and an output schema (assumed present), the description covers param semantics well but lacks output details beyond 'a json object', and does not address error handling or preconditions.

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

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

Schema description coverage is 0%, but the description provides clear, meaningful explanations for all 4 parameters. Notably, account_fk clarifies it's an integer ID not a string address, and voucher_code provides format example. This fully compensates for the schema gap.

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

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

The description clearly states 'Redeems a Netfluid voucher,' which is a specific verb+resource. However, it does not differentiate from sibling tools like netfluid__account_merchant_voucher_issue or netfluid__account_merchant_voucher_quote, though the tool name itself is distinct.

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

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 (e.g., voucher must be issued), restrictions, or scenarios where this tool should not be used.

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

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

The description discloses costs, asynchronous nature, and confirmation requirement. However, annotations are empty, so the description should add more detail about potential errors, side effects, or permissions. It provides moderate 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.

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

The description is somewhat repetitive (the first sentence appears twice) and could be more concise. It is front-loaded with purpose but includes redundant text.

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

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

Given the tool's complexity (5 params, async, costs) and the presence of an output schema, the description covers the core operation well. It is missing error handling details but is largely complete.

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

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

Schema does not include parameter descriptions (0% coverage), so the description compensates by explaining each parameter's purpose and default values. This adds significant meaning beyond the schema structure.

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

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

The description clearly states the tool mints a new account of a specified type into a wallet, mentions confirmation and costs. It is specific about the operation but does not differentiate from sibling tools like netfluid__account or netfluid__account_buy.

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

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

The description includes a 'Confirm (yes/no) before executing' guideline and notes asynchronous behavior, but it lacks explicit guidance on when to use this tool versus alternatives or conditions to avoid.

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

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 that the tool assigns a PIN (a mutation) but does not specify whether it overwrites existing PINs, requires special permissions, or has any destructive side effects. The 'Confirm' hint is informal and 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.

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

The description repeats the same sentence twice ('Assigns a PIN to an account for use by a QR-Code or NFC card'), wasting space. It is organized with parameter definitions but could be more concise. The repeated line and informal 'Confirm' note reduce clarity.

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

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

Given the tool has 5 parameters, an output schema (though not detailed in description), and no annotations, the description covers the basic purpose and parameters but lacks behavioral and output details. The return value is only mentioned as 'a json object,' which is insufficient for an agent to interpret results.

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

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

The input schema has 0% description coverage, so the description must compensate. It documents all 5 parameters with explanations: pin format (5-digit numeric), expiry date format (YYYY-MM-DD HH:MM:SS GMT), and general descriptions for api_key, token, and address. However, the address parameter lacks an example format, preventing a perfect score.

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

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

The description clearly states the verb 'Assigns a PIN to an account' and the purpose 'for use by a QR-Code or NFC card.' It is specific about the resource and action, but does not explicitly differentiate from sibling tools like netfluid__account_unlock or netfluid__access_wallet_pin_change, which could also involve PINs.

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

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

The description includes a vague note 'Confirm (yes/no) before executing' but does not explain when to use this tool versus alternatives, nor does it provide prerequisites or exclusions. There is no guidance on when not to use it, which is problematic given 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.

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

Annotations are empty, so the description carries the full burden. It discloses that the pause is temporary and administrative action is needed to undo. The lock parameter is explained as system locking. However, it omits details about whether inbound funds are still allowed, what error message to expect, or authentication/authorization requirements beyond the API key and token. Transparency 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.

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

The description is front-loaded with the purpose and warning, but it redundantly repeats the first sentence. The parameter list is clear and structured, but the extra verbosity detracts from conciseness. Could be trimmed to one sentence for the purpose.

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

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

The tool has moderate complexity with 4 parameters (one optional) and an output schema (not shown). The description covers the action, warning, and parameter meanings, but lacks discussion of error states, handling of invalid account_fk, and does not reference sibling tools like netfluid__account_resume. It is complete enough for basic use but not comprehensive.

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

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

The input schema has 0% description coverage, but the tool description's parameter documentation adds significant meaning: it clarifies that account_fk is a database ID (not address) and cannot be 0, and that lock=1 makes the account system-locked. This compensates well for the bare schema, providing actionable guidance beyond just types.

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

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

The description clearly states the tool 'temporarily restricts an account from performing any function that would result in funds existing the account.' This is a specific verb+resource with scope. It distinguishes from siblings like netfluid__access_pause (which likely pauses access) by focusing on account-level fund moves. However, the sentence is repeated verbatim twice, slightly undermining clarity.

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

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

The description warns that the action 'Can only be undone by an administrator' and advises confirmation, giving context on when it's safe to use. However, it does not explicitly state when not to use this tool, nor does it mention alternatives such as netfluid__account_resume for reversing the pause. The guidance is present but incomplete.

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

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

Annotations are empty, so the description must fully disclose behavior. It states the action (charging a transaction fee) and a confirmation step, but fails to mention side effects (e.g., balance deduction, reversibility), authorization requirements beyond token, rate limits, or error states. For a financial transaction, 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.

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

The description is structured with a brief opening line and then a repeated line 'Charges the account a transaction fee.' The @param block is systematic but takes up space. Some redundancy (same line twice) reduces conciseness. It is adequate but not lean.

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

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 (e.g., netfluid__account_charge, netfluid__account_send, netfluid__account_pause), the description lacks contextual differentiation. It does not explain what distinguishes this 'pay' action from similar account operations. An output schema exists but is not referenced. Incomplete for complex domain.

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

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

Schema coverage is 0%, so the description compensates with @param explanations for all 5 parameters. It clarifies that account_fk is a database ID (not an account address), and token comes from /access/login. These add meaning beyond the raw schema types and requirements, enabling correct invocation.

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

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

The description clearly states that the tool 'Charges the account a transaction fee.' The verb 'charge' and resource 'account' are specific, and it identifies the charge as a transaction fee, which adds purpose beyond the name. However, it does not distinguish this from sibling tools like netfluid__account_charge, which may also charge the account for other reasons.

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

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. The mention 'Confirm (yes/no) before executing' hints at a procedural step but does not clarify appropriate usage contexts or exclusions. Sibling tools like netfluid__account_charge, netfluid__account_buy, etc., are not referenced, so the agent lacks decision support.

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

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 reveals that the operation is irreversible by the user (requires admin to undo) and implies a confirmation step. Yet it omits details about error handling, preconditions (e.g., account must be paused), and specific 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.

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

The description is repetitive: the core sentence appears twice. While the parameter documentation is structured with @param tags, the duplication wastes space. The return type is minimally documented as 'a json object'. The description could be more concise without losing information.

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

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

The description covers the primary purpose and parameter semantics but lacks details on expected output, error scenarios, and whether the account must already be paused. Given the tool has no annotations and an output schema is present but not described, the 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.

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

The input schema has zero documentation, so the description adds crucial meaning for all three parameters. It explains the source of 'api_key' and 'token', and provides detailed guidance for 'account_fk', distinguishing it from an account address and specifying it must be an int not zero. This significantly aids correct parameter usage.

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

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

The description clearly states the action: 'Resumes full trading capability for an account that has been previously paused.' It uses a specific verb ('resumes') and resource ('account'), and it distinguishes itself from sibling tools like 'netfluid__account_pause' by referencing the opposite state.

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

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

The description mentions that the action 'can only be undone by an administrator' and that the user should 'confirm (yes/no) before executing,' providing important contextual warnings. However, it does not explicitly state when to use this tool versus alternatives or provide any exclusion criteria.

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

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

No annotations provided, so description must cover behavioral traits. It discloses the confirmation requirement but lacks details on side effects, permissions, or prerequisites. 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.

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

Contains a redundant repetition of the first sentence. JSDoc style adds structure but could be more concise. Adequate but has room for improvement.

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

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

Output schema exists but only states '@return: a json object' without further details. With 5 parameters and no output specification, the description is somewhat incomplete. No info on error cases or return structure.

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

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

Schema coverage is 0%, so description compensates by explaining all 5 parameters. Provides clear context, especially for account_fk (distinguishing from address). Some descriptions are minimal but sufficient.

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

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

Clearly states the tool sells a digital asset and returns proceeds to FIAT balance. This distinguishes it from sibling tools like account_buy and account_send.

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

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

Mentions a confirmation step ('Confirm (yes/no) before executing') but does not provide explicit guidance on when to use this tool versus alternatives or any exclusions.

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

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

With no annotations, the description partially discloses behavior: it explains the conversion to destination currency, cross-wallet capability, and optional beneficiary saving. However, the mention of 'Confirm (yes/no) before executing' is vague—does it require a second call? No details on potential destructive effects or authentication requirements beyond the parameter list. Overall, adequate but not complete.

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

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

The description contains repetitive content (two near-identical paragraphs) that could be merged. The param block is well-structured but adds length. While not excessively long, the repetition wastes space. The structure is logical but not optimally concise.

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

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

Given no annotations, 8 parameters, and an existing output schema, the description fails to explain the return value beyond 'a json object'. The confirmation behavior is left unclear. For a financial transfer tool, more detail on response format, error handling, and confirmation workflow is needed to be complete.

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

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

The description includes a detailed @param block that explains all 8 parameters, clarifying key distinctions (e.g., account_fk is a database ID, destination is an address string, save is boolean). Since schema description coverage is 0%, the description fully compensates, providing essential meaning beyond the schema types.

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

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

The description clearly states 'Sends FIAT from this account to another Netfluid account', specifying the action, resource, and destination. It distinguishes from sibling tools like netfluid__account_buy or netfluid__account_wire by focusing on inter-account FIAT transfer. The mention of 'Confirm (yes/no)' adds slight ambiguity but does not obscure the main purpose.

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

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

The description does not provide guidance on when to use this tool over alternatives. There is no indication of prerequisites, limitations, or comparison with similar tools like netfluid__account_wire or netfluid__account_pay. The feature descriptions (save as beneficiary, cross-wallet) are present but no strategic usage advice.

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

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

Despite empty annotations, description discloses charging, geographical restrictions, delivery uncertainty, and charing per 160 characters, offering good 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.

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

Description is detailed with structured parameter list, but could be slightly more concise; still effectively presents info in readable format.

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

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

Covers usage destinations, charging mechanism, parameter details, and return type; could mention output schema specifics but otherwise complete.

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

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

With 0% schema coverage, description fully compensates by explaining each parameter's purpose, format, and constraints (e.g., account_fk type and source, mobile format, message charging).

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

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

Clearly states the verb 'sends' and resources 'Mobile SMS' and 'account', with additional context about charging and confirmation.

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

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

Specifies limited destinations and non-guaranteed delivery, providing clear usage context; lacks explicit alternatives but sufficiently guides when to use.

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

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

Annotations are empty, so description bears full burden. Does not disclose whether the call is read-only, has side effects, rate limits, or authentication requirements beyond parameter names. No behavioral traits beyond 'returns a json object'.

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

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

Front-loaded with purpose, then clearly structured parameter list. Somewhat verbose but each sentence adds value. No redundancy.

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

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

Parameter documentation is thorough, but return value description is minimal ('a json object'). With output schema existing but not described, agent lacks knowledge of response structure. Missing details on expected output format.

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

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

Schema description coverage is 0%, but description documents all 5 parameters with type hints, defaults, and context (e.g., account_fk is DB ID, start_date format). Adds significant meaning beyond schema.

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

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

Clearly states it returns a detailed account FIAT statement from a start date. Specific verb 'returns' and resource 'account FIAT statement'. Does not explicitly differentiate from siblings like account_info or accounts, but the FIAT focus is distinct.

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

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

Implies usage for retrieving account statements with date range and row limit. Provides default values but no explicit guidance on when to use vs 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.

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

With no annotations, the description carries full disclosure burden. It reveals the need for confirmation and FIAT handling, but omits security, rate limits, error states, or reversibility. The behavioral disclosure is insufficient for a swap tool.

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

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

The description is relatively concise but contains redundancy ('Swaps one digital asset for another on an account level' appears twice). The Javadoc block is structured but could be more streamlined.

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

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

Despite having 7 parameters and 6 required, the description provides no detail about the return value beyond '@return: a json object'. No output schema is provided, so the description should hint at return structure (e.g., transaction ID, status). This gap makes it incomplete for a complex financial operation.

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

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

Schema coverage is 0%, so the description compensates by explaining all parameters in Javadoc style, including that account_fk is a database ID, note is optional, and 0 represents FIAT. This adds significant meaning beyond the schema's type-only properties.

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

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

The description clearly states it swaps digital assets on an account level and explains the FIAT representation via 0. However, it does not differentiate from sibling swap or buy/sell tools (e.g., netfluid__crypto_swap, netfluid__account_sell).

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

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

The description mentions 'Confirm (yes/no) before executing,' implying an interactive step, but provides no explicit guidance on when to use this tool versus alternatives like netfluid__crypto_swap or netfluid__account_sell. Usage context is only implied.

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

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 tool returns a JSON object and that the data is typically static, but does not disclose authentication requirements (api_key), rate limits, idempotency, or side effects. The minimal disclosure hinders an agent's ability to anticipate behavior.

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

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

The description is short but contains redundancy: 'Lists all account types' appears twice. It front-loads the core purpose, but the repetition wastes space. It could be reduced to a single clear sentence with optional details following.

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

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

Given the tool's simplicity (one param, no output schema details needed), the description is minimally adequate. However, it lacks context like typical use cases, response format, or notes about the static nature of the data. An output schema exists but is not referenced.

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

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

The input schema has 0% description coverage, so the description must compensate. It defines api_key as 'The api key allocated to your application', adding meaning beyond the raw schema (which only specifies type string). However, it does not indicate whether the key should be from a specific scope or provide format validation.

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

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

The description clearly states that the tool lists all account types and notes they are typically static information. However, it does not explicitly differentiate from sibling tools like netfluid__accounts (which likely lists actual accounts) or netfluid__account (which may get details for a specific account). The repetition of 'Lists all account types' adds no new distinction.

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

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, context, or scenarios where another tool would be more appropriate (e.g., when needing detailed account info vs. just types).

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

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 specific state change (status_fk from 10 to 1), the need for admin privileges, and a required confirmation step. This provides meaningful behavioral context, though it could mention reversibility 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.

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

The description contains redundancy: 'Unlocks a locked account' appears twice. While it is not overly long, the repetition and the @param formatting (which duplicates info) could be streamlined. It is functional but not optimally concise.

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

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

Given the tool's simplicity (3 params, no nested objects, output schema exists), the description covers the status transition, parameter details, and confirmation requirement. It lacks output specifics beyond 'a json object' and doesn't mention error cases, but overall it is mostly complete.

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

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

The input schema has 0% description coverage, so the description fully compensates by detailing each parameter: api_key requires admin privileges, token comes from /access/login, and account_fk is a database ID (not address) that cannot be 0. This adds crucial meaning beyond the schema's type and required fields.

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

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

The description clearly states 'Unlocks a locked account (from status_fk=10 to status_fk=1)'. The verb 'unlocks' and resource 'account' are specific, and the status change distinguishes it from sibling tools like netfluid__account_pause or netfluid__account_resume.

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

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

The description implies the tool is used when an account is locked, and explicitly mentions a confirmation step ('Confirm (yes/no) before executing'). However, it does not explicitly state when not to use this tool or provide alternatives among siblings, which would improve guidance.

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

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

With no annotations, the description should fully disclose behavioral traits. It mentions a confirmation step and conversion, but omits critical details like balance deduction, required permissions, or potential failures (e.g., insufficient funds).

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

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

The description is somewhat repetitive (first two paragraphs overlap) and includes unnecessary text. The param list is structured but the introductory parts could be condensed.

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

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

Given the complexity and financial nature, the description covers parameter meanings but lacks context on prerequisites (e.g., account state, balances) and fails to distinguish from similar tools. The output schema exists, so return values are not needed, but completeness is still moderate.

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

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

Schema coverage is 0%, but the @param descriptions add meaning: account_fk is clarified as a database ID, digital_asset_fk uses 0 for FIAT, and note is optional. This significantly aids parameter understanding beyond the schema's type-only info.

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

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

The description clearly indicates it sends FIAT or digital assets to a blockchain address, with FIAT conversion mentioned. However, it does not explicitly distinguish from similar sibling tools like netfluid__account_send or netfluid__withdraw, 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.

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

The description provides context like FIAT conversion and account-blockchain association, but lacks explicit guidance on when to use this tool versus alternatives. No when-not or alternative recommendations are given.

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

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

Annotations are empty, so the description must disclose behavioral traits. It does not mention side effects, cost, rate limits, or whether the call is read-only. The return type is stated as 'a json object' but no details on possible failures or errors.

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

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

The description is short and uses a JSDoc-like structure. It is relatively concise, but the key sentence 'Performs a Gemini AI prompt' could be more precise. The param and return lines add structure, but front-loading of core purpose is minimal.

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

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

Given 4 required parameters, empty annotations, and an output schema that exists but is not detailed in the description, the description provides basic information but lacks depth. No information on authentication steps beyond parameter hints, or on expected response structure.

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

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

Schema description coverage is 0%, so the description compensates with @param lines. Each parameter gets a brief explanation (e.g., 'The api key allocated to your application'), which adds some meaning beyond types. However, no examples, formats, or constraints are provided.

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

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

The description states 'Performs a Gemini AI prompt' which clearly indicates the tool sends a prompt to Gemini AI. The verb 'performs' is slightly vague but the resource (Gemini AI) is explicit. Among many financial sibling tools, this is distinct, but the description does not highlight differences.

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

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 are no prerequisites or contextual usage hints beyond parameter descriptions. The tool could be used for any Gemini interaction, but no exclusions or alternatives are mentioned.

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

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

With no annotations, the description provides key behavioral details: wallet is minted with Solana, requires a human KYCed sponsor, process takes up to 30 seconds, and the agent must save wallet_fk and PIN. It also explains consequences of sponsor not being KYCed. This is more transparent than average.

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

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

The description is long and contains duplicated paragraphs. The narrative and @param sections could be streamlined. Several sentences are repeated verbatim, wasting tokens and reducing readability.

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

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

The description covers the tool's purpose, required inputs, behavioral notes, and important post-use actions (save wallet_fk and PIN). Since an output schema exists, detailed return values are not needed. Minor omissions: no mention of error scenarios or prerequisites beyond sponsor KYC.

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

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

Despite 0% schema coverage, the description includes detailed @param explanations for all 7 parameters, including format constraints (e.g., 5-digit PIN, e164 for mobile), suggestions for 'secret', and defaults for 'currency_fk'. This fully compensates for the missing schema descriptions.

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

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

The description clearly states 'Automated signup for autonomous agents' and explains that this tool creates a wallet for an AI agent. It distinguishes itself from sibling tools like 'automated_signup' by specifying that it is for autonomous agents rather than human wallets.

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

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

The description implies when to use (when an agent needs its own wallet and bank accounts) but does not explicitly state when not to use or compare with alternatives. It mentions the process takes up to 30 seconds, which is helpful, but lacks direct guidance on choosing this tool over siblings.

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

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

Annotations are empty, so description carries full burden. It discloses the process can take up to 30 seconds and mentions the KYC follow-up. However, it does not detail side effects like account creation, idempotency, or potential failures beyond time.

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

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

The description is somewhat lengthy due to parameter details but well-structured with @param tags and clear sections. Front-loaded with purpose. One redundant sentence ('Automated signup for new customers.' appears twice). Still effective.

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

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

Given the tool's complexity and presence of an output schema, the description covers the signup workflow, parameter details, and post-signup actions. Could mention output fields or error scenarios, but overall sufficient.

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

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

Schema has 0% description coverage, but the description provides detailed semantics for each parameter: secret (min 8 chars, unique, generation suggestion), pin (5 digits, use meaningful numbers), mobile (e164 format), currency_fk (logic based on nationality). This fully compensates for the lack of schema descriptions.

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

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

The description clearly states 'Automated signup for new customers' and positions it as the preferred method for signing up human customers. It does not explicitly differentiate from the sibling 'netfluid__signup' but implies a distinction by calling this one 'automated'.

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

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

Explicitly states to use as preferred method for signup, and provides follow-up instructions: direct customer to KYC URL, and if more tries needed, use 'wallet_kyc_session_create'. Provides clear when-to-use and alternative.

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

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

No annotations exist, and the description only states 'returns a json object'. It does not disclose whether the operation is read-only, what side effects occur, or any authentication requirements beyond parameter hints.

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

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

The first two lines are identical repetitions. The parameter descriptions are inserted with @param annotations but are not well-structured. The overall description is longer than necessary without adding proportional value.

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

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

Given the tool's parameter count (4) and no annotations, the description misses key context: relationship to sibling beneficiaries tools, authentication flow, and return format details (output schema exists but is not referenced). The description is minimally complete.

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

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 explains the meaning of wallet_fk and account_fk, including that account_fk can be 0 to return all wallet beneficiaries. However, the explanation is verbose and somewhat repetitive, and api_key/token are barely described.

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

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

The description states 'Lists all beneficiaries on this wallet or on this account', which clearly indicates the tool's purpose of retrieving beneficiaries. It differentiates from siblings like netfluid__beneficiary_add and netfluid__beneficiary_remove, though it is ambiguous whether it lists by wallet or account.

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

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 over alternatives like netfluid__beneficiaries or netfluid__wallet_accounts_list. The description does not mention 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.

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 lists parameters and their meanings but does not disclose side effects, idempotency, rate limits, or authorization requirements beyond what is implicit in parameters.

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

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

The description repeats the first line unnecessarily. The parameter list is long but necessary given 8 parameters. Could be more concise, but structure is clear.

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

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

All parameters are explained, but the return value is only described as 'a json object' which is insufficient. Behavioral aspects like error responses, idempotency, or duplication handling are missing. For a complex tool with 8 parameters, completeness is adequate but not thorough.

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

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

Schema coverage is 0%, so the description compensates fully by explaining each parameter's purpose and constraints (e.g., 'may not be 0', 'database ID not an address'), adding significant value beyond the schema.

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

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

The description clearly states the tool creates a beneficiary on a wallet or account. However, it does not differentiate from sibling tools like netfluid__beneficiaries_list or netfluid__beneficiary_remove.

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

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

The description provides some guidance on when to use wallet_fk vs account_fk, but no explicit instructions on when to use this tool versus alternatives, nor any prerequisites or error conditions.

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

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

The description is contradictory (delete vs create). Annotations are empty, so the description should be clear. It fails to disclose whether the action is destructive or not, and the behavior is ambiguous.

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

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

The description is verbose and contains contradictory statements. The first two sentences directly conflict, wasting space. Parameter docs are helpful but poorly integrated.

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

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

Given 4 required params and an output schema (not shown), the description should clarify input constraints and return value. It only partially explains parameters but fails to resolve the core inconsistency. The output schema existence is not leveraged.

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

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

The description provides parameter explanations (e.g., 'account_fk is a database ID not an account address'), which adds some value beyond the schema given 0% schema description coverage. However, the contradictory overall purpose undermines the semantics.

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

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

The description directly contradicts itself: the first line says 'Deletes a beneficiary' while the second line says 'Creates a beneficiary'. This makes the tool's purpose ambiguous and misleading. The title is null, so the description is the only source of purpose.

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

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 'netfluid__beneficiary_add' or 'netfluid__beneficiaries_list'. The description does not specify deletion or creation context, making it impossible to distinguish from siblings.

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

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

With no annotations, the description carries the full burden. It mentions a confirmation step and warns that only USDC is supported, with other tokens at risk of loss. This adds some behavioral context but does not cover idempotency, side effects, or failure modes. 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.

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

The description is somewhat repetitive (the first two lines say the same thing). The inclusion of 'Confirm (yes/no) before executing' is ambiguous and adds confusion. The @param section is well-structured but could be more concise overall.

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

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

Despite 8 parameters and no annotations, the description lacks details on prerequisites, error handling, output schema specifics, and what happens on success. It only states 'return: a json object'. The warning about tokens is useful, but overall completeness is low given the tool's complexity.

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

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

Schema description coverage is 0%, so the @param lines compensate well. They explain each parameter's purpose, give possible values for 'blockchain' and 'currency', and clarify that 'account_fk' is an int. This adds significant meaning beyond the schema structure.

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

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

The description clearly states it creates a blockchain-to-blockchain bridge, which is the specific verb-resource combination. It differentiates from siblings like bridge_delete, bridge_list, and bridge_rename by focusing on creation. The supported token restriction is also mentioned, enhancing clarity.

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

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

The description implies usage for bridge creation but does not explicitly provide when-to-use vs alternatives. It mentions a confirmation requirement but lacks detailed guidance on prerequisites or conditions. However, the verb 'Creates' clearly indicates the action, and sibling names suggest separate tools for other bridge operations.

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

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

The disclosure 'Deactivates' indicates a destructive action, and the confirmation note suggests a non-immediate execution. However, without annotations, the description lacks details on reversibility, side effects, or authorization needs.

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

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

The description is efficient but contains a repeated line 'Deactivates the Bridge' both in the first sentence and as a header. The parameter list is clear, but the redundancy could be removed for greater conciseness.

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

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

The description notes a JSON return but does not explain the structure or success/error indication. Given the presence of an output schema, this is acceptable but leaves the agent guessing about response handling.

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

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

Despite 0% schema coverage, the @param lines provide clear guidance on where to obtain each value (e.g., 'token: The wallet_api_token provided by /access/login'), adding significant meaning beyond the schema's type definitions.

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

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

The description clearly states 'Deactivates the Bridge' using a specific verb and resource. It is distinct from sibling tools like bridge_list and bridge_rename, though it could further clarify what 'Bridge' refers to in this context.

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

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

The description mentions 'Confirm (yes/no) before executing', implying user interaction, but does not specify prerequisites, when to use versus alternative bridge tools, or required prior steps like retrieving the external_account_id from /bridge/list.

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

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

Annotations are empty, so the description carries the full burden. It describes the tool as a read operation (returns bridges), but does not disclose authorization requirements, rate limits, or potential side effects. No contradictions, but lacks behavioral details beyond the 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.

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

The description is somewhat repetitive (first paragraph then similar second), but overall length is acceptable. It uses a structured parameter format, though it could be more concise by avoiding duplication.

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

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

Given the presence of an output schema, the description does not need to detail return structure. It covers the core functionality and parameters, but lacks information on pagination, errors, or edge cases. Adequate but not exhaustive.

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

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

With 0% schema description coverage, the description adds significant meaning: it explains each parameter's role, clarifies that account_fk is a database ID (not an address) and cannot be 0, and lists possible values for transfer_type. This goes well beyond the raw schema.

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

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

The description clearly states the tool returns bridges based on transfer_type, explaining the three types (on-ramp, off-ramp, blockchain) and their aliases. This distinguishes it from sibling tools like netfluid__bridge_blockchain or netfluid__bridge_off_ramp_ach_wire, which focus on specific types.

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

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

The description implies the tool is for listing bridges and notes that bridges are only available on blockchain accounts, but it does not explicitly state when to use this tool over more specific siblings. There is no mention of when not to use it or alternatives, leaving the agent to infer usage from context.

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

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

Annotations are empty, so description carries full burden. It notes a confirmation step but lacks details on mutability, permissions, or consequences. Parameter source hints exist in param docs but not in main description.

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

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

Description is repetitive (same sentence twice), mixes purpose with parameter docs, and is unnecessarily long. Key info appears first but structure could be optimized for quick scanning.

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

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

Parameter semantics are well covered, but missing high-level context: return value details (only 'a json object'), error handling, or workflow overview. Output schema exists but is not used to supplement.

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

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

With 0% schema description coverage, the description compensates by documenting all 16 parameters with meaning, valid values, and defaults (e.g., destination_rail possible values). Some descriptions are basic but sufficient.

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

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

The description clearly states it creates a blockchain-to-FIAT off-ramp in the USA for ACH/WIRE networks. It differentiates from sibling tools like netfluid__bridge_off_ramp_sepa by specifying geography and rail.

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

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., SEPA off-ramp, on-ramp). The mention of 'Confirm (yes/no) before executing' is a warning but not an explicit usage condition.

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

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

Annotations are empty, so description must provide behavioral insight. It includes 'Confirm (yes/no) before executing', indicating required user confirmation. However, it does not disclose side effects, failure modes, or whether the operation is asynchronous.

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

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

The description is front-loaded with the purpose and includes a well-organized parameter list. However, the first sentence is duplicated, adding slight redundancy.

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

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

Given the complexity (19 parameters, 14 required), the description covers all parameters and notes the return type. It lacks error handling or output schema details, but an output schema exists.

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

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

Schema description coverage is 0%, but the description compensates with detailed explanations for all 19 parameters, including conditional logic (e.g., first_name/last_name vs business_name) and type clarifications (e.g., account_fk is int, not string).

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

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

The description clearly states the action ('creates'), the resource ('blockchain (USDC) to FIAT off-ramp'), the geographic scope ('Europe'), and the bank account type ('SEPA'). It distinguishes from sibling tools like netfluid__bridge_off_ramp_ach_wire and netfluid__bridge_on_ramp.

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

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 (e.g., netfluid__SEPA or netfluid__bridge_off_ramp_ach_wire). 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.

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

Discloses need for user confirmation and the limit of one virtual account per payment rail. However, with no annotations, the description does not cover aspects like idempotency, permission requirements, or cost implications.

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

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

The description repeats the first sentence, adding unnecessary redundancy. While the @param block is clear, it could be more concise without loss of information.

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

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

Given 9 parameters, no schema descriptions, and no annotations, the description covers essential parameter details and the return type (a json object). It lacks error handling or flow prerequisites but is adequate for an agent to invoke.

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

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

Schema coverage is 0%, but the description thoroughly documents each parameter with explanations, constraints (e.g., account_fk is int not address), and possible values for blockchain, currency, source_rail. Adds significant value beyond the raw schema.

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

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

Clearly states 'Creates a virtual account (SEPA/ACH/WIRE) to blockchain bridge.' The verb 'creates' and resource 'virtual account...bridge' are specific. Differentiates from sibling off-ramp tools which handle the reverse direction.

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

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

Only mentions 'Confirm (yes/no) before executing' but no guidance on when to use this vs other bridge tools (e.g., netfluid__bridge_off_ramp_ach_wire) or alternatives. No explicit context for selection among siblings.

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

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

With no annotations, the description carries full burden. It adds only that confirmation is required, but doesn't clarify if confirmation is a parameter or separate step, nor disclose permissions, side effects, or error states.

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

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

The first sentence is repeated verbatim ('Changes the Bridge's descriptive name.' appears twice). The parameter section is well-ordered but the redundancy wastes space.

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

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

Output schema exists, so return type is covered. Human explanation is vague ('a json object'). The confirmation mechanism is unclear (no confirm parameter in schema). For a simple rename, it's adequate but leaves gaps.

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

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

Schema has 0% description coverage, so the @param documentation adds crucial meaning beyond names/types. Each parameter is briefly explained, e.g., 'api key allocated to your application'. Could be improved with format constraints for alias.

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

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

The description clearly states 'Changes the Bridge's descriptive name', a specific verb+resource. It distinguishes from siblings like bridge_list (listing) and bridge_delete (deletion).

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

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

Implies a prerequisite by mentioning 'found on /bridge/list' for external_account_id, but no explicit when-to-use, when-not-to-use, or alternative tools. The confirmation note is ambiguous.

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

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

No annotations exist, so the description carries full burden. It only mentions it returns a JSON object but omits details on side effects, authentication expectations (api_key required but not described beyond schema), rate limits, 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.

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

The main description is repeated verbatim ('Returns all authorised commodities' appears twice), which is redundant and wastes space. While the @param line is useful, the duplication reduces conciseness.

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

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

Despite having an output schema, the description lacks behavioral transparency and usage context. For a simple list tool, it partially suffices but leaves gaps in when to use it and what constitutes an 'authorised commodity'.

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

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

The input schema has 0% description coverage, but the description explicitly explains the api_key parameter: 'The api key allocated to your application'. This adds meaning beyond the schema's type-only definition.

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

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

The description clearly states it returns all authorised commodities, using a specific verb ('Returns') and resource ('all authorised commodities'). It distinguishes from the sibling tool 'netfluid__commodity', which likely deals with a single commodity.

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

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 'netfluid__commodity', 'netfluid__currency_types', or other listing tools. The agent receives 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.

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

Annotations are empty, so description carries full burden. It mentions returning a JSON object but does not disclose any side effects, authorization requirements, or limitations. Behavioral traits are minimally addressed.

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

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

The description is short and to the point, but the first sentence lacks a period and the second starts lowercase, indicating minor formatting issues. Nonetheless, it is efficient with no wasted words.

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

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

Given the tool's simplicity and the presence of an output schema, the description is somewhat incomplete: it mentions a 'referenced_tools' schema without explanation. Still, it conveys the core purpose adequately.

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

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

No parameters exist, and schema coverage is 100%. The description adds no parameter information, but none is needed. Baseline score of 4 is appropriate.

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

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

The description clearly states it provides a link to compliance procedures and documentation, with a verb 'Provides' and resource 'compliance procedures'. It also mentions it gives reference information in a schema, distinguishing it from unrelated tools.

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

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. Siblings include similar informational tools like netfluid__about, netfluid__privacy, netfluid__terms, but the description does not differentiate or specify scenarios.

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

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 it returns a balance, but does not mention that it is read-only, requires authentication, or any side effects. The parameter descriptions imply auth but do not explicitly state behavior.

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

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

The description is relatively concise but contains a duplicated first sentence ('Returns a crypto wallet address balance associated with an account_fk' appears twice), wasting space. The parameter docs are structured but the repetition detracts.

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

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

The description does not explain the output schema beyond 'a json object', leaving the agent uncertain about response structure. For a balance tool, fields like amount, currency, and address are important. Additionally, no blockchain network context is provided.

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

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

Despite 0% schema coverage, the description explains each parameter's purpose (api_key as allocated key, token as wallet_api_token, account_fk as database ID) adding value beyond the schema. This compensates well for the lack of schema documentation.

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

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

The description clearly states the verb 'Returns' and the resource 'crypto wallet address balance associated with an account_fk', distinguishing it from siblings like netfluid__crypto_token_balance. However, it could be more specific about the type of balance (native vs token).

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

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 netfluid__crypto_token_balance or netfluid__crypto_info. No context or prerequisites are mentioned beyond parameters.

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

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

Description indicates a read operation ('list') but does not explicitly declare it as idempotent or side-effect-free. With no annotations, the burden falls on the description; it lacks details on authentication requirements beyond api_key, rate limits, or any possible side effects. The 'list' verb implies safe reading, but explicit confirmation would improve transparency.

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

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

The description contains redundancy: the same statement about listing blockchains appears twice. The docstring-style param and return annotations add structure but the repetition could be removed. It is not overly long, but could be more succinct.

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

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 an output schema (present). The description explains the purpose and the returned blockchain_fk for later use, which is sufficient context. The presence of an output schema relieves the description from detailing return structure, making it complete enough for the task.

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

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

The only parameter, api_key, is described as 'The api key allocated to your application,' which adds meaning beyond the schema's bare type specification. Since schema coverage is 0% but the description covers the parameter thoroughly, this compensates well.

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

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

Description clearly states 'List all the system supported blockchains' with a specific verb and resource. It explains the output provides a blockchain_fk for later use, differentiating it from sibling tools like netfluid__crypto which likely deals with broader crypto operations. However, it could be more explicit about the exact meaning of blockchain_fk.

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

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

Implicitly suggests using this tool to get a blockchain_fk for subsequent operations, but does not explicitly state when to use this tool vs alternatives like netfluid__crypto_digitalassets. No exclusion criteria or prerequisites beyond the api_key parameter.

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