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

Annotations already declare readOnlyHint=false and destructiveHint=false; the description goes beyond them by flagging it as a mutating operation and requiring confirm=True, which is real behavioral guidance. It doesn't address idempotency, permission requirements, or what happens on duplicate entries, so it isn't exhaustive.

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 mutating/confirm warning is front-loaded and the entry format follows compactly; every sentence earns its place. Minor redundancy in 'Create/add' keeps it from a 5.

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 need no explanation, and the description covers the mutation semantics and nested entry fields well. It omits prerequisites like required permissions and entry-count limits, but is complete enough to invoke 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% and the schema itself only says entries is an array of open-ended objects, so the description carries the full burden. It fully documents the entry shape — 'ip' (IPv4/IPv6 or CIDR), 'scope' with the enumerated values ('public-api', 'ui', 'both'), and an optional 'description' — and explains 'confirm' via the confirm=True requirement.

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?

States a specific verb and resource ('Create/add IP allowlist entries for the organization'), which is unambiguous and easily distinguished from sibling tools admin_list_allowed_ips and admin_remove_allowed_ips. The '(v3alpha)' tag also pins the API surface.

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?

Gives a concrete usage prerequisite ('Requires confirm=True') that tells an agent how to successfully invoke it. It does not explicitly name the list/remove siblings or state when-not to use this tool, so it stops short of a 5, but the operating context is clear.

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 declare readOnlyHint=false, destructiveHint=false and openWorldHint=true, so the safety profile is partly covered. However, the description adds nothing about whether documents are appended or replaced, permission requirements, or side effects of a mutation on a live deployment policy.

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?

A single tight sentence with the action front-loaded and no wasted words. Its brevity is appropriate in form, though it comes at the cost of missing detail.

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 needn't be described, but for a write operation with zero parameter documentation and no usage context, the definition is too thin to call confidently.

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% and the description does not explain either parameter. It implies inode_ids map to workbooks/reports, but the term 'inode' and the expected format of policy_id remain unexplained, so the description fails to compensate for the coverage 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?

States a specific verb ('Add') and resource ('workbooks/reports to a deployment policy'), making the action clear. It is distinguishable from the read-only sibling admin_list_deployment_documents, though it doesn't explicitly name alternatives.

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 when-to-use context, prerequisites, or alternatives are provided. The agent gets no guidance on when adding documents to a deployment is appropriate versus other deployment 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?

Annotations already disclose readOnlyHint=false, openWorldHint=true, and destructiveHint=false. The description adds no behavioral context beyond those annotations: it does not say what happens on duplicate tenant associations, whether the policy must pre-exist, or what side effects the open-world call may have.

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 short sentences, front-loaded with the operation and followed by the key input constraint. There is no wasted text, though the second sentence is slightly terse and could be merged more cleanly.

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 an output schema and annotations, so the description need not explain returns or safety. Still, for a two-parameter mutation with a nested body, the description leaves important gaps: the meaning and format of tenantOrganizationId and the role of policy_id are not fully specified.

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%, and the body is a generic object with additionalProperties=true, so the description's note that 'body requires tenantOrganizationId' is valuable. However, it documents only one nested field and says nothing about policy_id or the expected format/source of tenantOrganizationId.

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 a specific verb and resource: 'Add a tenant to a deployment policy.' This is unambiguous and distinct from siblings like admin_remove_deployment_tenant and admin_list_deployment_tenants. It stops short of explicitly naming those alternatives, so no sibling differentiation is called out.

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?

There is no guidance on when to use this tool versus alternatives such as admin_list_deployable_tenants or admin_create_tenant. No prerequisites, ordering constraints, or exclusions are mentioned; the only usage-related detail is a required body field.

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 already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety and scope profile is covered by structured data. The description adds that the scope is programmatic API capability rather than data retrieval, but discloses nothing extra about what the call returns or any limits. With the lower bar set by annotations, a 3 is appropriate.

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?

A single front-loaded sentence with no filler, and the key distinction (can and cannot do) is stated up front. Nothing unnecessary is present.

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?

For a zero-argument information tool with an output schema (so return values need no explanation in prose), the description is sufficient to call it correctly. It could be slightly more complete by noting when this orientation call is preferable to the sibling doc-search tools, but no critical gap 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?

The tool takes zero parameters, and the schema coverage is 100%, so there is no parameter semantics to explain. Per the zero-parameter baseline, a 4 is correct.

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 gives a clear verb ('Describe') and resource ('what the Sigma REST API can and cannot do programmatically'), which cleanly distinguishes this meta/discovery tool from the dozens of resource-specific CRUD siblings. It stops short of naming itself as an orientation/capability-discovery tool relative to doc-search siblings like elements_search_docs, so it is clear but not fully differentiated.

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?

Usage is only implied: an agent can infer 'call this when you need to know what is possible via the API,' but the description states no explicit when-to-use condition and does not mention alternatives such as elements_search_docs or elements_get_doc_page. Adequate but leaves the selection decision to inference.

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 already declare destructiveHint=true and readOnlyHint=false, so the safety profile is covered structurally. The description adds value beyond that by clarifying the operation is an *archive* rather than a hard delete and by disclosing the confirm=True gate, which is genuine behavioral context. It still omits reversibility and what happens to any documents attached to the policy.

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 short sentences with no filler, and the destructive action is front-loaded before the prerequisite. Every clause carries information an agent needs.

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 need not be described, and annotations cover destructiveness. What remains is covered adequately by the confirm prerequisite and the archive framing, with only the meaning of policy_id and the reversibility of archival left implicit.

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% for both parameters, so the description carries the burden. It explains the confirm flag's required value, which the schema only reveals as a boolean defaulting to false, but policy_id is entirely uninterpreted — the description's phrase 'deployment policy' only indirectly hints at what the ID identifies.

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?

States a specific verb plus resource — 'Delete (archive) a deployment policy' — so the agent knows exactly what object is affected and can distinguish it from sibling admin_deactivate_member or admin_create_deployment. It stops short of naming an alternative operation for the same resource, so it is clear but not sibling-routing.

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?

Gives one concrete precondition — 'Requires confirm=True' — which is real invocation guidance. It offers no when-to-use/when-not context, no statement of how this differs from other deployment operations, and no note on permanence or preconditions such as ownership.

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 already establish that this is a non-read-only, non-destructive, open-world mutation. Beyond that, the description only hints that the effect is additive; it does not disclose permission requirements, idempotency, what happens if a capability already exists, or the batch semantics implied by the name.

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

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

Two short sentences with the action front-loaded and no filler. The wording is fragmented, but there is no wasted text for such a small definition.

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?

For a required-parameter mutation with a nested body and no schema descriptions, the definition is too thin. It omits the role of tenant_org_id, batch behavior, and the exact capability being granted, though the presence of an output schema reduces the need to explain return values.

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 compensate. It documents one nested body field (deployToTenantOrganizationIds as a list of tenant organization IDs) but leaves the required top-level tenant_org_id completely undocumented.

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 conveys an additive tenant capability action ('Let a tenant deploy to more tenant organizations') but never explicitly names the batch capability-granting operation or distinguishes it from siblings like admin_batch_remove_tenant_capabilities or admin_add_deployment_tenant.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives or when not to use this tool. The only routing signal is implied by the verb 'Let ... deploy'.

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 already declare destructiveHint=true and readOnlyHint=false, so the description needn't carry the safety profile; it does add the confirm gate, which is real behavioral context an agent must satisfy. It does not say what state is lost, whether the removal is reversible, or that the effect spans multiple tenant organizations at once.

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 short sentences, front-loaded with the operation and then the prerequisite and body requirement. No filler, though the second sentence is a fragment and the overall text is arguably too terse for a destructive batch operation.

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 needn't be explained. For a destructive three-parameter batch mutation with a nested body, the description gives the verb, the confirm requirement, and the one known body key — enough to attempt a correct call. It falls short on distinguishing tenant_org_id from the body ID list and on the consequences of the 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 description coverage is 0%, so the description does meaningful work by naming the required body key deployToTenantOrganizationIds and the confirm flag. But the body is an untyped additionalProperties object, and the description does not explain the body's shape beyond one key, nor what tenant_org_id selects relative to the listed IDs — a notable gap given the nested object.

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 a specific verb and resource: stop a tenant from deploying to certain tenant organizations. This is distinguishable from the sibling admin_batch_add_tenant_capabilities and from admin_remove_deployment_tenant, though neither alternative is named explicitly. The plural 'some tenant organizations' accurately captures the batch semantics.

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?

It names one hard prerequisite ('Requires confirm=True'), which is genuinely useful gating information. However, it says nothing about when to choose this over admin_batch_add_tenant_capabilities or admin_remove_deployment_tenant, and no conditions under which the caller should avoid 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 already declare readOnlyHint=false, destructiveHint=false and openWorldHint=true, so the safety profile is covered structurally. The description adds only 'in one call', which restates the bulk name; it says nothing about idempotency, what happens to members already on the team, partial-failure behavior for invalid IDs, 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?

A single short sentence, front-loaded with the action, with zero filler. It is efficient, though the brevity is closer to under-specification than hard-won 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?

This is a bulk mutation tool with two undocumented parameters and meaningful sibling overlap. Even though an output schema exists (so return values need not be explained), the definition omits permissions, validation limits, and duplicate handling that an agent needs before calling it.

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 carries the full burden for both parameters and provides none of it. It does not explain the expected member ID format, any maximum on the member_ids array, or what happens if team_id is unknown.

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 a specific verb and resource ('Add multiple members to a team') and the bulk nature is clear from 'multiple ... in one call'. It does not, however, distinguish itself from closely related siblings such as admin_bulk_remove_team_members or admin_update_team_members, which an agent could easily confuse for an add-members operation.

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?

There is no when-to-use guidance and no exclusions. The description never says how this differs from admin_update_team_members or admin_onboard_member, nor does it state prerequisites such as required admin permissions or whether the target team must already exist.

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 strongly reinforces the destructive nature with the explicit 'DESTRUCTIVE' label and the two-flag safety gate, which is valuable beyond the destructiveHint=true annotation because it tells the agent exactly how to preview. It also explains the includeInactive behavior, which no annotation conveys. It stops short of 5 because it does not mention scope (tenant/org-wide), permissions required, or reversibility of deactivation.

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?

Four tightly packed lines, each earning its place: what it does, the destructive gate, the default preview behavior, and the includeInactive hint. The danger warning is front-loaded, which is the right priority for a destructive tool.

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 a destructive mutation with a 3-param schema, an output schema present, and rich annotations, the description covers the execution gate and preview semantics that an agent needs to call it safely. Remaining gaps (scope of matching, permission requirements, what happens to inactive matches beyond the includeInactive hint) are minor but non-zero.

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% and the schema only gives parameter names, so the description must compensate and largely does: it explains dry_run's default-on preview behavior, confirm's gate role, and the regex semantics of name_pattern. It could be stronger by clarifying that name_pattern is required and how matching is anchored, but the meaning of all three parameters is conveyed.

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 a specific verb+resource ('Deactivate members') plus the matching mechanism ('regex on firstName+lastName'). It is clear but the title already conveys 'Admin Bulk Deactivate Members', so the marginal gain is mostly the regex detail. A sibling admin_deactivate_member exists for single-member deactivation, and the description does not explicitly differentiate from it, keeping this at 4 rather than 5.

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 gives clear operational guidance: bulk by name pattern, requires dry_run=False and confirm=True to actually execute, and mentions using includeInactive=true to avoid redundant work. It does not, however, distinguish when to use this vs. admin_deactivate_member (single) or other bulk tools, so it stops short of full alternative routing.

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 already declare destructiveHint=true, but the description adds substantial behavioral detail: email resolution rules, case-insensitive exact matching, partial success behavior, not_found reporting, and the all-fail abort condition. This is valuable context beyond the 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 front-loaded with purpose, then mechanism, confirmation, matching rules, and failure behavior. Each sentence adds useful operational detail without unnecessary repetition.

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?

For a destructive bulk operation, the description covers confirmation, match resolution, partial failure, and abort behavior. It is complete enough alongside the existing annotations and output schema.

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 must carry parameter meaning. It clearly covers confirm=True and the email-based member selection semantics, and implies team_id through 'from a team', though it does not specify team_id format or array constraints.

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 a specific verb and resource: remove multiple team members from a team by email address. It clearly distinguishes this bulk removal operation from sibling membership tools like update or assign team members.

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 gives clear usage context, including that it operates on multiple emails and requires confirm=True. It does not explicitly name alternatives such as admin_bulk_assign_team_members or admin_update_team_members, so it stops short of full when-to-use routing.

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 already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so safety posture is covered by structured data. The description adds essentially nothing beyond them – no mention of required admin permissions, whether the change triggers a verification email, whether it's reversible, or any side effects, so it fails to extend the behavioral picture for a mutation tool.

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

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

One terse sentence with no filler, and the verb+resource is front-loaded. But it is under-specified rather than genuinely concise; the brevity comes from omitting useful detail rather than from cutting waste.

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 needn't be explained. Still, for an admin mutation the description omits who may call it, what happens to the old address, and any verification or notification flow – too thin for a tool in a crowded admin surface.

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% for two required parameters, so the description carries the full burden – yet it says nothing about member_id format or new_email constraints (uniqueness, domain restrictions, verification). Only the '{id}' path placeholder hints that member_id identifies the target.

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?

States a specific verb and resource ('Change a member's email address') and even names the underlying endpoint, so the operation is unambiguous. It does not, however, distinguish itself from the sibling admin_update_member, which plausibly also modifies member email, leaving the agent to guess which to call.

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?

There is no when-to-use, when-not-to-use, or alternative routing guidance. With siblings like admin_update_member, admin_onboard_member, and admin_deactivate_member in the same namespace, the agent gets no help choosing between them.

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 declare readOnlyHint=false, destructiveHint=false, openWorldHint=true, but they cannot express an interactive gate; the description's 'Mutating operation. Requires confirm=True.' adds real behavioral value that the structured fields do not. It still omits the blast radius (what happens to existing provider/model config) and any idempotency or auth details.

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?

Short and front-loaded: purpose first, then the mutation gate, then the parameter hint. The fragmented line-item formatting is slightly telegraphic but wastes no 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?

An output schema exists, so return values need no explanation, and the confirm gate plus provider examples cover the essentials. The remaining gap is that a free-form provider_config object with zero schema coverage is only illustrated, not specified, which leaves the agent guessing at the exact payload shape.

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% and provider_config is a free-form object with additionalProperties=true, so the description must carry the load. It partially does by naming accepted providers (openAI/anthropic/gemini/snowflake/databricks/bedrock/azureOpenAI), but the model specification keys and the confirm parameter's default/effect are left to inference.

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?

States a specific verb and resource: configure the organization AI provider and models. That is clearly distinct from most siblings, but it does not explicitly differentiate itself from the adjacent admin_update_org_setting / admin_get_org_setting family, so an agent could hesitate between them.

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?

It gives one strong precondition ('Requires confirm=True') and labels itself a mutating operation, which is implied usage guidance. It never states when to choose this over admin_update_org_setting or what scope of change is appropriate, so no exclusion or alternative routing is provided.

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 already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds nothing beyond that: no mention of required admin permissions, validation failure behavior, or what creating an account type affects.

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 short sentences with the action stated first and the body contract second; nothing is wasted. It is terse but not padded, and the required field list is front-loaded where an agent will read it.

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?

For a mutation tool with a deeply opaque nested body and 0% schema coverage, the description is thin. It names the required fields but says nothing about permissions semantics, validation constraints, or permission requirements for the caller; the output schema being present excuses it from explaining return values, but the input side remains under-described.

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% and the single 'body' parameter is an opaque nested object with additionalProperties=true, so the schema provides essentially no guidance. The description partially compensates by naming the required body fields (name, description, permissions), but it doesn't describe their types or the structure of 'permissions', leaving the most complex part undocumented.

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?

States a specific verb and resource ('Create an account type'), which cleanly separates it from the sibling admin_list_account_types and admin_delete_account_type. It doesn't explicitly name those siblings, but the create/list/delete naming pattern makes the distinction obvious, so a 4 rather than a 5.

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 gives no when-to-use guidance, no prerequisites, and no alternatives. The agent must infer that this is the creation counterpart to admin_list_account_types and admin_delete_account_type purely from the names.

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 already cover the safety profile (readOnlyHint=false, destructiveHint=false, openWorldHint=true). The description adds nothing behavioral: it doesn't say whether the connector is validated on creation, whether it makes outbound calls, what permissions are needed, or what happens if authId is invalid. For an open-world mutation with a free-form body, that is a significant gap.

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

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

Two tight sentences; the action is front-loaded and the field breakdown follows without filler. Nothing is wasted, though the second sentence reads like schema documentation compressed into prose.

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 need not be explained. But for a free-form nested body with zero schema descriptions, the definition leaves too much implicit about what a connector is and what valid params/config look like.

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% and body is an untyped free-form object, so the description carries the full burden. It usefully enumerates required fields (name, params) and optional ones (description, config, authId), which the schema does not. It stops short of describing types or the shape of params/config.

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?

States a specific verb and resource: 'Create an API connector.' An agent can distinguish it from admin_update_api_connector / admin_get_api_connector / admin_list_api_connectors by the verb, though the description never names those siblings explicitly.

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 create a connector versus updating or listing one, no prerequisites (e.g., an existing authId/credential), and no mention of what happens on duplicate names. The agent must infer usage from the name alone.

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

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

Annotations already declare readOnlyHint=false, destructiveHint=false and openWorldHint=true, so the mutation and open-world nature are covered structurally. The description adds genuinely useful context: the created object holds a secret and must be sourced from user input. It does not say whether the secret is echoed back in the response, whether creation is idempotent, or what permissions the caller 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?

Two short sentences, purpose first and the required-field contract second, with no filler. Slightly compressed formatting (mid-sentence line break) but nothing wasted.

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 need no explanation, and the description covers the otherwise undocumented request body. The remaining gap is scope-level: what allowlist means and what the caller needs in place before creating a credential for a connector.

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% and the single "body" parameter is an untyped object with additionalProperties=true, so the description carries the full burden. It names the three required fields (name, allowlist, credential) and the optional one (description), which is meaningful compensation. It does not describe the shape of allowlist or credential, so it does not fully close the 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?

States a specific verb and resource ("Create an API credential") and scopes it to API connectors, which separates it from admin_create_api_connector and the list/get/update/delete credential siblings. It stops just short of explicitly naming the sibling it is not, so a 4 rather than a 5.

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 only usage instruction is a security caution: pass the secret only from the user's own input. There is no statement of when to use create versus admin_update_api_credential, nor any prerequisite (e.g. an existing connector to bind the credential to). Context is implied by the name but never spelled out.

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 already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so the safety profile is partially covered. The description adds nothing beyond that: it does not say what the opaque 'body' must contain, whether creation requires existing documents or tenants, or whether it is idempotent — real gaps for a mutation tool.

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

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

It is a single front-loaded sentence with no filler, which is structurally clean. But the brevity here reflects under-specification rather than genuine conciseness, so it earns only a minimal score.

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 need not be described. Everything else is missing: the shape of the required 'body' object, any prerequisites, and the effect of the created policy, all of which are essential for a tool with a nested opaque payload.

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% and neither parameter is documented in the schema; 'body' is an untyped object with additionalProperties:true. The description says nothing about what 'name' or 'body' should hold, so it fails to compensate for the complete lack of parameter 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 gives a clear verb+resource ('Create a deployment policy'), so the agent knows the general action. However, it does not distinguish this from sibling deployment tools (admin_archive_deployment, admin_add_deployment_documents) or clarify what a 'deployment policy' contains, leaving the object of the operation opaque.

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?

There is no guidance on when to use this tool versus alternatives, no prerequisites, and no mention of the supporting siblings (admin_list_deployments, admin_get_deployment) that would naturally precede creation. The agent must infer everything from the name.

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 already declare readOnlyHint=false, idempotentHint=true, destructiveHint=false and openWorldHint=true, so the safety and repeat-call profile is covered. 'Create or update' is consistent with idempotentHint and clarifies the upsert semantics, but the description adds nothing about required admin privileges, the effect of updating an existing grant, or what happens with missing/invalid fields.

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 short sentences with no filler, and the verb/resource statement is front-loaded ahead of the body-field list. Nothing is padded, though the extreme terseness is part of why other dimensions are thin.

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 need not be described, and annotations cover the safety profile. The main remaining gap is the fully opaque 'body' schema: the description names four fields but leaves field formats, allowed permission/type values, and error behavior unspecified for an admin-level mutation.

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 effectively 0% — 'body' is an opaque free-form object with no declared properties, so the schema contributes nothing. The description partially compensates by naming the four required body fields (inodeId, granteeId, permission, type), which is genuinely useful, but it gives no value formats, allowed values for permission/type, or meanings for inodeId/granteeId.

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?

States a specific verb and resource ('Create or update a grant'), so the agent knows this is an upsert on a grant entity. It does not, however, distinguish this generic admin grant from siblings like workbooks_grant_workbook_access, workspace_grant_workspace_access, or datasets_add_connection_grant, which is what a 5 would require.

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 versus the many other grant tools, nor any prerequisites (e.g. admin scope, which inode namespaces are valid). The only implicit hint is that 'create or update' means it is an upsert, but that is inferred rather than stated as usage 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?

Annotations already declare readOnlyHint=false, openWorldHint=true, destructiveHint=false, covering the safety profile. The description adds no behavioral context beyond that – nothing about required admin privileges, whether an invitation/email is triggered, or side effects of the mutation.

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 short, front-loaded sentences with no filler; the core action comes first and the enum hint second. Efficient, though the second sentence reads as a fragment rather than polished guidance.

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 need no explanation, and annotations cover the safety profile. Still missing for a mutation tool: prerequisites/permissions, the distinction from admin_onboard_member, and any post-creation side effects.

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 carries the burden. It usefully supplies the member_type enum values ('admin', 'creator', 'viewer') and implies the 'viewer' default, which the bare schema lacks. It says nothing about email/first_name/last_name, though those are largely self-evident from their names, keeping this at a middling 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?

States a clear verb+resource ("Create a new member"), so the agent knows precisely what it does. However, it draws no boundary against closely related siblings such as admin_onboard_member or admin_update_member, so sibling differentiation is left to inference.

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 when-to-use, when-not-to-use, or alternative guidance is offered. With admin_onboard_member present among the siblings, an agent gets no help deciding which creation path to pick.

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 already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so the mutating, non-destructive profile is covered. The description adds nothing beyond them: no auth/permission requirements, no side effects (does it auto-add the creator?), and no note on what a new team starts with. With annotations carrying safety, a description that adds zero behavioral context earns only a 2.

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 single sentence is front-loaded and waste-free, which is good, but it is terse to the point of under-specification rather than genuinely concise. Nothing is padded, yet little is conveyed.

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 need not be explained, but for a mutating admin tool with a 0%-documented schema, the description leaves the agent without prerequisites, parameter meaning, or post-conditions. It is inadequate for 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% and the description mentions no parameters at all. The 'description' parameter (defaulting to empty) is especially undocumented, and there is no hint about naming constraints or uniqueness. Since the schema cannot compensate, the description should, and it does not.

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?

States a specific verb and resource ('Create a new team'), so an agent knows exactly what operation is performed. It does not, however, distinguish this tool from siblings such as admin_list_teams, admin_get_team, or admin_delete_team, nor does it note the admin/tenant 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?

There is no guidance on when to use this tool versus alternatives, no prerequisites (e.g. permission level, existing tenant), and no mention of the related admin_update_team_members or admin_list_teams tools. Usage must be inferred entirely from the name.

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 already declare readOnlyHint=false, destructiveHint=false, openWorldHint=true, so the safety profile is covered structurally. The description adds nothing beyond that: no statement of side effects, permission requirements, whether creation is reversible, or what the open-world hint implies for this call.

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?

A single short, front-loaded sentence with no filler, but the brevity comes at the cost of under-specification rather than genuine efficiency. It is neither bloated nor sufficiently informative.

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?

For a mutating admin tool with a 0%-documented schema, an opaque `body` parameter, and no output-schema need, the description is far too thin. It leaves the agent without enough to call the tool confidently despite an existing output schema covering return values.

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 carry the burden and does not. It never mentions the required `name` or the free-form `body` object (anyOf object/null with additionalProperties: true), which is entirely mysterious from the schema alone.

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 a verb and resource ("Create a tenant organization"), but it essentially restates the name admin_create_tenant and adds only the gloss "organization." It does not distinguish this tool from sibling tenant tools like admin_list_tenants, admin_get_tenant, or admin_list_tenants_paginated.

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?

There is no when-to-use guidance, no preconditions, and no mention of alternatives. An agent cannot tell from the description whether tenant creation requires prior org setup, is idempotent, or how it relates to workspace/deployment creation.

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 already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=true, so the write/safety profile is partly covered. The description adds useful semantics about what 'body' carries (a key-to-translated-string map plus lng_variant), but omits whether creation fails on an existing file, required permissions, and scope of 'organization'.

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?

Roughly two sentences with no filler; the core action is front-loaded. The second sentence is a bit terse and quoted, but it earns its place by explaining the body payload.

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?

With an output schema and annotations present, the description covers the action and the body's shape. However, for a create-with-nested-object mutation it omits duplicate-handling behavior and the lng format, leaving notable 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 description coverage is 0% for a 2-parameter tool with a nested object, so the description must compensate. It explains body's contents (translations map and lng_variant), which is meaningful, but the 'lng' parameter's expected format (language code syntax) is left unspecified.

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?

States a specific verb and resource ('Create the organization translation file') scoped to a language code, which distinguishes it from admin_get_translation/list/update/delete by implication. It does not explicitly name a sibling, so it falls short of 5.

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 word 'Create' implies it is for a translation file that does not yet exist, and the surrounding sibling set (get/update/delete translation) hints at the alternative, but the description never states when to use this versus admin_update_translation or what happens if the file already exists. No prerequisites or exclusions 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 already establish the safety profile (readOnlyHint=false, destructiveHint=false, openWorldHint=true), so the bar is lower. The description adds domain context (RLS/dynamic parameters) but says nothing about admin permission requirements, duplicate-name behavior, or whether the attribute takes effect immediately.

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 purpose sentence followed by a tight parameter glossary; every line earns its place. Slightly list-like, but no filler or 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?

An output schema exists, so return values need no explanation, and all three params are documented. However, for an admin-scoped mutation the description omits prerequisites, idempotency/duplicate handling, and any note that creation is distinct from assignment — gaps that matter for correct invocation.

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 carries the full burden and does compensate: it explains name with concrete examples ('Region', 'CustomerID'), clarifies that default_value applies 'when no override exists', and marks description as optional. This meaningfully exceeds the bare 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?

States a specific verb+resource ('Create a user attribute') and adds the domain purpose (RLS or dynamic parameters), which an agent can distinguish from the sibling list/set/update/delete user-attribute tools. It does not explicitly name the nearest siblings (admin_set_user_attribute_for_teams/tenants), so it stops short of a 5.

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 phrase 'for RLS or dynamic parameters' gives implied usage context, but there is no explicit when-to-use, when-not-to-use, or pointer to the alternative tools for assigning values to users/teams/tenants. Usage is inferable rather than stated.

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 already declare destructiveHint=true and readOnlyHint=false, so the safety profile is known. The description adds the confirm=True gate, which is genuinely useful behavioral context beyond the schema default of false, but it omits whether deactivation is reversible, what happens to the member's grants/teams, and whether elevated permissions are 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?

Two short sentences, zero filler, with the action stated first and the prerequisite second. It is efficiently front-loaded, though the extreme terseness means it carries little beyond the bare minimum.

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 need not be described, and the confirm gate is stated. For a destructive admin operation, however, the description is missing the permission requirement, the effect on the member's existing access, and reversibility, leaving meaningful gaps for an irreversible-feeling action.

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 compensate, and it partially does by clarifying that confirm must be set true rather than left at its default false. The member_id parameter gets no explanation, though its meaning is self-evident from the 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?

"Deactivate a member" gives a specific verb plus resource, and the singular scope distinguishes it in practice from the sibling admin_bulk_deactivate_members. It stops short of explicitly naming that bulk alternative, so an agent must infer the distinction from the tool name rather than the description.

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 only usage-like information is the confirmation prerequisite ("Requires confirm=True"), which tells the agent how the call will succeed but not when to pick this tool over admin_bulk_deactivate_members, admin_update_member, or admin_onboard_member. No when/when-not guidance or alternatives are offered.

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 annotations already declare destructiveHint=true and readOnlyHint=false, so the destructive nature is covered structurally. The description adds the non-obvious confirmation requirement, which is useful behavioral context, but it does not explain side effects, permissions, or whether the deletion is reversible.

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 short sentences with no wasted text. The destructive action is front-loaded and the confirmation requirement follows immediately.

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 and annotations already cover the destructive safety profile, so the description does not need to explain return values or basic safety. However, for an admin deletion tool it omits relevant context such as dependency checks, permission requirements, and the impact of deleting an account type.

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 carries more burden here. It usefully explains that confirm must be true despite defaulting to false, but it does not describe the required account_type_id parameter beyond its self-explanatory 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 states a specific verb and resource: 'Delete an account type.' This clearly separates it from sibling operations such as admin_list_account_types and admin_create_account_type. It does not add scope details, but the action itself is unambiguous.

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 gives one important usage prerequisite: 'Requires confirm=True.' It does not explain when this tool should be used instead of alternatives or what conditions must be met before deleting an account type, leaving usage context mostly implied by the tool name.

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 already declare destructiveHint=true, readOnlyHint=false and openWorldHint=true, so the safety profile is known. The description adds the non-obvious confirmation gate, which the schema does not explain (confirm has no description, default false). It does not say whether deletion is permanent, what happens to associated credentials, or whether the confirm flag fails loudly or silently.

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, zero waste, with the action stated first and the gating requirement immediately after. Nothing to trim.

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 need not be described. But for a destructive admin tool that is only minimally annotated, the description omits whether the action is irreversible, whether dependent credentials are removed, and what failure looks like when confirm is omitted.

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 carry the load. It explains the semantics of confirm (must be True to proceed), which is the genuinely non-obvious parameter, but says nothing about connector_id's format or where to obtain it, leaving half the parameters undocumented.

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 opens with a specific verb and resource ("Delete an API connector"), which unambiguously separates it from the sibling admin_create_api_connector, admin_update_api_connector and admin_get_api_connector, and from datasets_delete_connection. It is clear but does not explicitly name an alternative or state the scope of 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?

"Requires confirm=True" gives a real precondition for invocation, which is more than most delete tools offer. However, there is no guidance on when to use this vs. updating/disabling a connector, no exclusions, and no warning about when deletion is inappropriate.

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 already flag destructiveHint=true, readOnlyHint=false, openWorldHint=true, and the description adds value beyond them by disclosing the confirm=True gate and the downstream effect that connectors using the credential stop authenticating. It stops short of stating irreversibility, cascade behavior, or what happens if connectors are actively using it.

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?

Three short sentences, action first, then the hard prerequisite, then the consequence. No filler and nothing buried.

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 need no explanation, and the mutation risk is covered jointly by annotations and the consequence sentence. A caveat about irreversibility or in-use credentials would make it complete for a destructive admin 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 description coverage is 0%, so the description carries the burden; it partially discharges this by explaining that confirm must be True rather than the schema default of false. It says nothing about credential_id beyond the name, and does not note that confirm is technically optional-but-required-in-practice.

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?

States a specific verb and resource ('Delete an API credential') that cleanly separates it from the sibling admin_get/update/list/create_api_credential tools. It does not explicitly name an alternative or scope limitation, so it is clear but not fully differentiated.

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?

Gives one real prerequisite, 'Requires confirm=True', which is genuine usage guidance. However, it never says when to prefer this over admin_update_api_credential (revoke/replace) or admin_delete_api_connector, so the agent must infer the choice from the name.

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 already declare destructiveHint=true, readOnlyHint=false, and openWorldHint=true, so the safety profile is carried by structured data. The description does add the non-obvious behavioral gate 'Requires confirm=True', which prevents a failed call. It does not say whether deletion is permanent, what permissions it requires, or what happens to dependent assignments.

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 short sentences, both load-bearing, with the destructive action front-loaded. No filler, though it is arguably too terse for a destructive admin operation.

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 need not be explained, and the confirm prerequisite is covered. For a destructive admin mutation, though, the description omits irreversibility, required privilege level, and how to discover a valid grant_id, which an agent needs before committing.

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 compensate; it explains that confirm must be True, which is genuinely useful since the schema only shows a boolean defaulting to false. However, grant_id is only described as 'by ID' with no format or source hint (e.g., obtainable from admin_list_grants), leaving the required parameter under-specified.

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?

States a specific verb+resource (delete a grant) and the identifying key (by ID), which cleanly separates it from admin_get_grant, admin_create_grant, and admin_list_grants among the siblings. It doesn't state which grant namespace it applies to, but the name plus description is unambiguous.

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 when-to-use or when-not-to-use guidance, and no routing to any alternative (e.g., removing a team-level or workspace-level grant instead). The only usage instruction is the confirm flag, which is a precondition rather than a selection guideline.

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 already declare destructiveHint=true and readOnlyHint=false, so the destructive nature is covered. The description adds the non-obvious confirmation gate, which is real added value, but says nothing about cascade effects (team members, grants, user-attribute bindings) or irreversibility.

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 short sentences, zero filler, with the core action front-loaded and the prerequisite immediately after. Nothing could be removed 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?

An output schema exists, so return values need not be explained, and annotations cover the destructive profile. However, for an irreversible admin deletion the description omits cascade scope and permission requirements, leaving the agent with a thin picture of the operation's blast radius.

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% for two parameters, so the description must compensate. It clarifies that confirm must be true (versus the schema's default of false), but team_id carries no added semantics beyond its 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?

States a specific verb and resource ('Delete a team'), which clearly separates it from admin_create_team, admin_get_team, and admin_update_team_members. It does not explicitly name a sibling or scope the deletion, but the purpose is unambiguous.

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 supplies a hard prerequisite ('Requires confirm=True'), which is genuinely useful for correct invocation, but gives no when-to-use/when-not guidance and does not point to alternatives such as archiving or removing members instead.

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 already declare destructiveHint=true, readOnlyHint=false and openWorldHint=true, so the safety profile is covered structurally. The description usefully adds the confirm-gate behavior, but says nothing about irreversibility, what is cascaded (members, deployments, workbooks), or what permissions are needed for a tenant-level delete.

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 short sentences, zero waste, with the action front-loaded and the gating requirement immediately after. Nothing needs trimming and nothing is buried.

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 described. Annotations cover the safety profile. Description states action and gate. It's complete enough for an agent to call 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 carry parameter meaning; it explains confirm's role as a safety gate but omits that it defaults to false, and never describes tenant_id (self-evident, but undocumented). Partial compensation for a two-parameter, zero-coverage 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 states a specific verb and resource ('Delete a tenant organization'), which is unambiguous about what the tool does. It does not distinguish itself from nearby destructive admin siblings such as admin_delete_team or admin_delete_account_type, relying on the name for that differentiation.

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?

It gives one concrete prerequisite ('Requires confirm=True'), which is real usage guidance for invocation. It offers no guidance on when to choose this over alternatives (deactivation, archiving, removing a tenant from a deployment) or any warning about the conditions under which deletion is appropriate.

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 already declare destructiveHint=true and readOnlyHint=false, so the safety profile is known. The description adds real value beyond that by disclosing the confirm gate required to proceed and by narrowing the blast radius to the organization-level file for one language code. It does not say whether confirm=False errors out or merely no-ops, which keeps it short of a 5.

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, zero padding. The action and scope come first and the prerequisite requirement follows, which is the correct front-loading for a destructive tool.

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?

For a destructive 2-param tool with an output schema and annotations covering irreversibility, the description covers action, scope, and the confirm prerequisite. It stops short of stating whether deletion is reversible or how existing translation variants are affected.

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, and it touches both parameters: 'language code' characterizes lng and 'Requires confirm=True' gives confirm its operational meaning. The expected lng format (e.g. 'en-US') and the exact consequence of confirm=false remain undocumented.

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?

States a specific verb and resource ('Delete the organization translation file') plus the scoping unit ('for a language code'), which separates it from admin_delete_translation_variant. It doesn't explicitly name that sibling, but the resource wording is precise enough for selection.

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 supplies one hard prerequisite ('Requires confirm=True'), which is genuinely useful. It gives no when-to-use framing, no exclusions, and does not route the agent to admin_delete_translation_variant or admin_update_translation when a full deletion is not intended.

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 annotations already declare this operation as destructive, non-read-only, and open-world. The description adds the relevant safeguard that confirm=True is required, but it does not disclose irreversibility, permission requirements, or what exactly happens to the existing translation file.

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 short sentences, front-loaded with the action and resource, with no redundant explanation. The confirm requirement is placed immediately after the main action, which is appropriate.

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 an output schema and destructive annotations, so the description does not need to explain return values or safety classification. It covers the core action and confirm prerequisite; the main remaining gap is guidance on choosing this tool over related translation 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 description coverage is 0%, so the description has to compensate. It identifies lng as a language code, variant as a variant, and confirm as required, which is useful mapping, but it does not explain expected formats, what variant means precisely, or the consequence of the confirm boolean.

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?

It states a specific verb and resource: deleting an organization translation file for a language code and variant. This distinguishes it implicitly from deleting a whole translation or updating a translation variant, though it does not explicitly name those sibling 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?

The description gives a clear operational condition by saying confirm=True is required, which tells the agent this is a guarded deletion. However, it does not say when to use this tool instead of admin_delete_translation or admin_update_translation_variant, so routing guidance 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?

Annotations already declare destructiveHint=true, so the safety profile is known; the description adds real value by disclosing the cascade ('every assignment of it') and the confirm gate. It stops short of saying whether the deletion is irreversible or what happens to users currently resolved against the attribute.

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, zero filler, with the destructive scope stated first and the confirm requirement second. Nothing to trim.

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 and annotations cover destructiveness, so the description only needs the cascade and the confirm gate — both present. The remaining gap is how an agent finds a valid attribute_id, which matters for a one-required-param delete tool.

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 carry the load. It does explain that confirm must be true — a meaningful correction to the schema, which lists confirm as optional with a default of false — but attribute_id is left unexplained (format, where to obtain it). Partial compensation only.

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?

States a specific verb (delete) and resource (user attribute) and adds the crucial scope detail that it also removes every assignment of it. That does implicitly separate it from the per-scope siblings (admin_delete_user_attribute_for_user/team/tenant), though it never names them explicitly.

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 stated prerequisite 'confirm=True' is a useful gate the agent must satisfy, but there is no guidance on when to choose this whole-attribute delete over the scoped variants (for_user, for_team, for_tenant) that sit right next to it in the tool 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 already declare destructiveHint=true, so 'DESTRUCTIVE' is partly redundant, but the description adds a genuinely valuable behavioral requirement: the agent must pass confirm=True to execute. That confirmation gate is not conveyed as mandatory by the schema (which merely shows default=false), so the disclosure meaningfully changes how the agent must invoke the 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?

Three short, front-loaded sentences with no filler; the destructive warning and confirm requirement are stated directly. Appropriate size for the operation, though terse enough that it omits useful clarification on the identifiers.

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 needn't be described, and annotations cover the safety profile. The confirm requirement is captured, but with a 0%-coverage schema the required parameters remain undefined, leaving a gap for a destructive mutation tool.

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% for three parameters, and the description only explains the confirm flag while leaving attribute_id and team_id (the two required fields) entirely unqualified beyond their names. It does not compensate for the coverage gap on the required identifiers.

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?

States a specific verb (Delete) and resource (user attribute assignment) with the scope qualifier 'for a specific team', which cleanly distinguishes it from the sibling delete_user_attribute_for_user and _for_tenant variants. It does not name those siblings, but the scope qualifier makes the tool selectable among them.

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 no when-to-use guidance and does not reference alternatives (the _for_user/_for_tenant deletes or the update variants). The only guidance is the confirm requirement, which is a prerequisite rather than usage 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 already declare destructiveHint=true, but the description adds real value by flagging DESTRUCTIVE in the text and disclosing the confirm=True gate, which the schema shows only as a boolean defaulting to false with no description. It still does not say whether the deletion is reversible or cascades to related assignments.

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 short sentences that are front-loaded with the operation and scope, then the safety caveat. Nothing is wasted or 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?

For a destructive admin tool with rich annotations and an output schema, the description covers scope, the destructive nature, and the confirmation requirement. Missing only post-condition details (reversibility, what state remains after deletion), which is a minor 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 description coverage is 0%, so the description carries the load; it usefully explains the confirm parameter's requirement, while attribute_id and tenant_org_id are left to their self-explanatory names. It compensates for the one non-obvious parameter but not fully for the coverage 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?

States a specific verb (Delete), resource (user attribute assignment) and exact scope ('for a specific tenant'), which cleanly distinguishes it from the sibling admin_delete_user_attribute_for_user and admin_delete_user_attribute_for_team 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?

The 'for a specific tenant' scope implicitly signals when this tool applies rather than the user- or team-scoped variants, but the description never explicitly names those alternatives or states preconditions beyond the confirm requirement.

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 already declare destructiveHint=true and readOnlyHint=false, so 'DESTRUCTIVE' is largely redundant. However, the description adds a genuinely non-obvious operational requirement, 'Requires confirm=True', which is not enforced by the schema (confirm defaults to false and is not in the required list). It stops short of saying what happens if confirm is omitted or whether the deletion is reversible.

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?

Three short, front-loaded sentences with zero filler; the destructive warning and required-flag convention sit immediately after the action statement.

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?

For a destructive mutation with an output schema (so return values need no explanation), the definition covers action, scope, destructiveness, and the confirm requirement. Remaining gaps are permission/authorization expectations and the failure mode when confirm is false.

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 carries the burden. It explains the semantics of confirm=True, but says nothing about user_id or attribute_id (formats, where to obtain them), leaving two of three parameters documented only by their names.

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?

States a specific verb (Delete) and resource (user attribute assignment) with an explicit scope ('for a specific user'), which cleanly separates it from the sibling team and tenant variants. An agent can distinguish it without opening the schema.

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 scope phrase 'for a specific user' implies when this variant applies versus the team/tenant siblings, but it never names those alternatives or states prerequisites. Usage is inferable rather than stated.

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 already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is fully covered structurally. The description adds no behavioral context beyond that (no auth requirements, no pagination or scope notes), and the output schema covers the return shape.

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?

A single short, front-loaded sentence with no waste. It is appropriately sized, though it is arguably under-specified rather than richly 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?

For a simple single-id getter, the annotations cover safety and the output schema covers return values, so the description does not need to explain those. It is adequate, though it could name the sibling list tool for routing clarity.

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 schema documents nothing about connector_id. The description only implies the id identifies a connector; the parameter name is self-explanatory, so minimal compensation is required and minimally delivered.

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?

States a specific verb+resource ('Get details for an API connector'), which an agent can distinguish from the sibling admin_list_api_connectors. However, it does not explicitly differentiate itself from the list variant in text, leaving that inference to the name alone.

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 when-to-use or when-not-to-use guidance is given. Usage is only implied by the verb 'Get' plus the required connector_id, which suggests fetching one connector versus listing many. No alternatives or prerequisites are named.

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 already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds that this retrieves metadata, which usefully implies it does not return the credential secret, but it does not mention permissions or response format.

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 a single efficient sentence with no wasted text. It is appropriately front-loaded, though it is quite terse given the sparse parameter documentation.

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 need not be detailed, and annotations cover the safety profile. However, with one undocumented parameter and no usage context, the description is only minimally complete for an admin-scoped retrieval tool.

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%, and the description does not explain the single required parameter credential_id. It provides no format, source, or expected-value guidance beyond what the schema's property name already conveys.

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 a specific verb and resource: 'Get an API credential's metadata.' This clearly distinguishes it from list/create/update/delete siblings, though it does not explicitly name the sibling alternatives.

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 admin_list_api_credentials or other credential-related siblings. There are no exclusions, prerequisites, or context clues beyond the tool name.

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 already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so safety is covered. The description adds only the word 'authenticated', hinting that a valid session/credential is required, but says nothing about what data is returned or any scoping 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?

A single, front-loaded sentence with zero filler. Nothing could be removed 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?

An output schema exists so return values need not be described, and the zero-parameter signature leaves no ambiguity about invocation. For a simple read of the caller's own identity, the description is sufficient, though a one-clause contrast with admin_get_member would have made it fully 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 tool takes zero parameters, so there is nothing for the description to disambiguate beyond the fact that no input is needed. Baseline 4 applies for a no-parameter tool.

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?

States a specific verb ('Get') and resource ('current authenticated user's details'), which is unambiguous about what is retrieved. It is implicitly distinct from the sibling admin_get_member because no identifier is required, but the description never explicitly contrasts the two.

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 phrase 'current authenticated user' implies the use case (identifying the caller/self), but there is no explicit when-to-use guidance, no mention of when to prefer admin_get_member with an ID, and no stated prerequisites.

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 already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds nothing beyond that — no note on permissions, access scope, or error behavior for a missing/invalid deployment id.

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?

A single sentence with no padding, but it is under-specified rather than efficient — there is no content to front-load. Brevity here is a symptom of missing information, not discipline.

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 needn't be explained, and the tool is low-complexity. However, the deployment-versus-policy naming ambiguity and the total absence of routing guidance to sibling tools leave the definition short of what an agent needs to call it 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 single parameter policy_id is documented nowhere except its name. The description does not explain what identifier is expected, where to obtain it (e.g., from admin_list_deployments), or its format.

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 gives a verb and a resource ('Get a deployment policy'), but the resource noun does not match the tool name ('deployment') or its siblings like admin_list_deployments and admin_archive_deployment, leaving ambiguity about whether this fetches a deployment or a separate policy object. It also offers no differentiation from those siblings.

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?

There is no when-to-use guidance and no mention of alternatives such as admin_list_deployments for discovery versus this for fetching a single item by id. The agent must infer the retrieval-vs-listing split entirely on its own.

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 already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so safe-read behavior is covered structurally. The description adds nothing beyond that: no note on what a 'grant' object represents, what happens if the ID is unknown, or any cross-org visibility consideration implied by openWorldHint.

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?

A single short sentence with the key qualifier ('by ID') front-loaded and zero waste. It is efficient, though the brevity borders on under-specification rather than disciplined 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?

An output schema exists, so return values needn't be described. But for a one-parameter lookup in a large admin surface with many grant-related siblings, the description leaves the agent without the concept of a grant, how to source the ID, or how this differs from listing grants.

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 one parameter at 0% schema description coverage, the description carries the burden and offers only 'by ID', which merely restates the parameter name. It gives no indication of ID format, where to obtain a grant ID, or whether it is opaque or human-readable.

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 verb 'Get' plus resource 'grant' with the qualifier 'by ID' tells the agent this retrieves a single grant record rather than a list. However, it does nothing to distinguish itself from nearby siblings such as admin_list_grants, admin_create_grant, and admin_delete_grant, so selection still relies on the name.

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

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

There is no guidance on when to use this tool versus admin_list_grants (to enumerate) or other admin grant tools. No prerequisites, no mention of needing a grant ID obtained elsewhere, and no exclusions 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 already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is fully covered elsewhere. The description adds no behavioral context beyond the read itself — no permission requirements, no error behavior, no note on what homeFolderId implies.

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?

A single short sentence with the resource and a key returned field front-loaded; nothing is padded. It is arguably too terse rather than wasteful, but on the conciseness dimension itself it performs well.

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 need not be explained, but the description leaves the required identifier format unspecified and offers no routing against the many sibling member tools. For a retrieval tool with zero schema coverage on its only parameter, that is a meaningful 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 description coverage is 0% for the single required member_id parameter, so the schema provides no format guidance. The description does not compensate — it never clarifies whether member_id is an internal ID, an email, or a username, which is exactly the ambiguity that causes failed calls.

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?

States a specific verb (Get) and resource (member details), and even names one returned field (homeFolderId). It does not, however, distinguish itself from close siblings such as admin_list_members, admin_get_current_user, or admin_onboard_member, so an agent must still infer which member-fetch tool applies.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives. With several sibling tools that also return member data (admin_list_members, admin_get_current_user, admin_list_all_members), the description gives the agent nothing to route on.

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 already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds nothing beyond that: no note on required admin permissions, no behavior for unknown/invalid setting names, no indication of whether values are cached or resolved per-tenant.

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?

A single short sentence with no filler, and the key resource is front-loaded. It is efficient, though the terseness shades into under-specification rather than true 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?

An output schema exists, so return values need not be described. For a simple one-param getter with read-only annotations, the minimal shape is nearly sufficient, but the absence of valid setting names or any usage context leaves a real gap for an agent trying to call it 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?

The single parameter setting_name has 0% schema description coverage, and the description does not name it, describe its expected format, or list valid setting keys. With a required free-form string and no enum, the description should have compensated and does not.

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?

States a specific verb (Get) and resource (organization setting value), which is more than a tautology of the name. However, it does not differentiate itself from the sibling admin_update_org_setting or admin_configure_org_ai, leaving the agent to infer the pairing from the name alone.

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 indication of when to use this versus the sibling admin_update_org_setting, nor any prerequisite or context (e.g., read-only inspection before updating, admin scope). Usage is only implied by the verb 'Get'.

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 already declare readOnlyHint, destructiveHint=false, and openWorldHint, so safety is covered. The description adds nothing beyond that: no note on required permissions, scoping, or whether the team_id must come from admin_list_teams. For a terse read tool this is a minimal contribution.

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?

Extremely short and front-loaded, with no wasted words, but the brevity here reflects under-specification rather than efficient communication. Three words is not enough to carry the tool's semantics.

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-value explanation is not required, and annotations cover the safety profile. Given the simple single-parameter shape, the definition is minimally viable, though it leaves the team_id's provenance and the tool's position relative to list-team siblings unaddressed.

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 was expected to compensate for the undocumented team_id parameter, but it provides no format, source, or constraints. The parameter name is self-evident, which prevents a 1, but no added meaning is delivered.

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?

States a specific verb (Get) and resource (team), so the basic operation is identifiable. However, 'details' is vague and the description does nothing to distinguish it from siblings like admin_get_tenant, admin_get_member, or admin_list_teams — the agent must infer scope from the name alone.

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 when-to-use guidance, no prerequisites, and no mention of alternatives such as admin_list_teams (for enumeration) or admin_list_team_members (for membership). The agent is left to infer the retrieval-vs-list distinction entirely from the tool name.

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 already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds only that the object is an "organization" tenant, with no note on permissions, tenant-id sourcing, or error behavior for invalid ids.

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?

A single front-loaded sentence with no filler or redundancy. It is efficient, though it errs toward being too terse for the information an agent actually needs.

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-value explanation is not required, but for a tool with a required, undocumented tenant_id and multiple similar siblings, the description leaves an agent without enough to invoke it confidently versus alternatives.

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% and the single required parameter (tenant_id) is documented only as a bare string type. The description does not explain where tenant_id comes from or what identifiers are accepted, so it fails to compensate 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 has a clear verb+resource ("Get tenant organization details"), but "organization details" is vague about what is actually returned. It also fails to distinguish this tool from close siblings such as admin_list_tenants, admin_list_tenants_paginated, and admin_get_tenant_scoped_info, which an agent must choose between.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives. Given the sibling set includes several tenant-related lookups (list, paginated list, scoped info), the absence of any selection criteria is a real gap.

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 already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true. The description usefully explains why it is open-world: it performs an RFC 8693 token exchange and makes an outbound whoami call. That is real mechanism-level context, though it says nothing about permissions required or failure modes.

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 short sentences with the mechanism front-loaded and no filler. Slightly loose wording ('Demonstrate') costs a point but the structure is tight.

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 need no explanation. However, for a tool whose only input is undocumented and whose trigger condition is unstated, the description leaves real gaps an agent must close on its own.

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% and the single parameter tenant_org_id is not mentioned in the description at all. With no enum, no format hint and no explanation of what a tenant org id is or where to obtain it, the agent gets no semantic help for the only input it must supply.

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 names a concrete mechanism and target: a tenant-scoped token is obtained via RFC 8693 exchange and then /whoami is called to verify the scoped identity. That is specific enough to distinguish it from admin_get_current_user and admin_get_tenant, though the opening verb 'Demonstrate' is loose and no sibling is named explicitly.

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?

There is no statement of when to call this versus alternatives such as admin_get_current_user or admin_get_tenant. The reader must infer that it is a verification/diagnostic tool from the flow description rather than from any explicit 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?

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds that the result is organization-scoped and a 'file', but says nothing about fallback behavior or what happens for an unknown language code; with annotations handling the safety profile, a 3 is appropriate.

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?

A single, front-loaded sentence with the verb and resource first and no wasted words. Appropriately sized for a one-parameter read tool.

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 need not be described, and annotations cover safety. The remaining gaps are sibling differentiation and language-code format, leaving the definition adequate but not fully 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 description coverage is 0% and the parameter name 'lng' is cryptic, but the description rescues it by clarifying it is a 'language code' and giving the example 'fr'. It still omits format constraints (e.g. ISO code length), so compensation is partial.

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 a specific verb ('Get') and resource ('organization translation file') scoped by language code, so the operation is clear. It does not, however, differentiate itself from the sibling admin_get_translation_variant, leaving ambiguity about which retrieval tool to use.

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?

Usage is implied by 'for a language code', giving context for when this applies, but there is no explicit when-to-use/when-not guidance and no mention of the alternative admin_get_translation_variant or admin_list_translations.

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 annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds no behavioral context beyond the basic action, such as required permissions, organization scope details, or any side effects. It does not contradict the 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 a single front-loaded sentence with no filler. It is appropriately sized for a simple getter and every word contributes to stating the action and inputs.

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, annotations cover safety, and an output schema exists, so return values need not be explained. However, the lack of parameter format details and the failure to differentiate this tool from closely named siblings leaves important gaps for correct invocation.

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 compensate for undocumented parameters. It maps 'lng' to 'language code' and 'variant' to 'variant', but gives no format details such as ISO language codes or valid variant values. This is only minimal semantic help for two required parameters.