Evidence verification, provenance, monitoring, assurance, and diligence tools for AI agents.
Scored across 34 tools
Many tools have overlapping purposes (e.g., claim.check, claim.monitor, evidence.monitor, agent.monitor) and the descriptions are nearly identical boilerplate, offering little guidance to distinguish when to use one over another.
Tool names mix dot notation (agent.action.verify) with multi-segment patterns (ai.use.audit, model.change.audit) and inconsistent verb/noun order, with some names being three-part and others two-part, creating no discernible consistent convention.
34 tools is excessive for a server claiming evidence intelligence; many appear to be duplicates or variants (e.g., multiple .monitor and .verify tools) with no clear differentiation, making the surface feel bloated.
The domain is vaguely 'evidence intelligence,' but core CRUD-like operations (e.g., create/update/delete of evidence) are absent, and many tools overlap in function, suggesting a fragmented rather than complete lifecycle surface.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden. It usefully discloses that authentication, authorization, and an active entitlement are required, but it omits whether the operation is read-only or mutating, what it returns, and any side effects. The single behavioral fact is helpful but far from sufficient.
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 two short sentences with no wasted words, but it is not front-loaded with the tool's purpose. The first sentence is vague and the second is a prerequisite, so the structure does not help an agent quickly identify what the tool does.
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 zero parameters, no output schema, and no annotations, the description must fully explain the tool's purpose and behavior. Instead, it only states security requirements and never defines what 'R/IV' or 'verify' actually does. This is completely inadequate for an agent to call the tool 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 tool has zero parameters and schema coverage is effectively 100% (empty object), so the schema baseline is 4. The description does not need to explain parameters and adds no parameter meaning, which is appropriate here.
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 never states what the tool verifies or what 'R/IV' means. It only labels the operation as 'Protected' and 'production', which is a vague category rather than a specific verb+resource. An agent cannot distinguish this from the many other verify siblings (e.g., citation.verify, claim.check, transaction.verify).
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance on when to use this tool versus alternatives is given. The prerequisites (authentication, authorization, entitlement) describe execution requirements, not the decision context for selecting this tool. With a crowded sibling set of verify/monitor/audit tools, the lack of routing guidance is a critical gap.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose a real behavioral constraint: authentication, authorization, and an active entitlement are required. That fills the permission-gap that sinks typical unannotated tools, but it says nothing about whether the operation reads or mutates state, what side effects occur, or what is returned.
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, so it is not bloated, but the first sentence is vague jargon that does not earn its place and the useful auth constraint is buried in the second. Front-loading the actual purpose would be far better.
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 no-param, no-output-schema tool the description is the only source of meaning, and it omits purpose, usage, and return behavior entirely. The auth note is the sole useful content, leaving the definition substantially incomplete.
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 schema is an empty object with zero parameters, so there is nothing for the description to clarify; baseline 4 applies. The description adds no parameter detail, which is appropriate here.
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 labels the tool a 'Protected R/IV production operation' but never states what it monitors, what it returns, or how it differs from the many sibling monitors (claim.monitor, dependency.monitor, evidence.monitor, policy.monitor, vendor.monitor). 'R/IV' is unexplained internal jargon, so the agent cannot determine the tool's actual function.
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 beyond a generic auth note, and no routing to alternatives among the crowded monitor siblings. The agent is left to infer everything about invocation context.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it does add one real trait: execution requires authentication, authorization, and an active entitlement. However, it never discloses whether the operation reads or mutates state, what side effects or reversibility apply, or what a result looks like, leaving the core behavioral profile opaque.
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 padding and the gating requirement front-loaded. But the first sentence is nearly content-free jargon, so the text is tight yet not fully earning its space.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-parameter, no-output-schema tool sitting in a dense cluster of audit/verify siblings, the description leaves out what the operation audits, what triggers it, and what it returns. The access-control note is the only substantive content an agent can act on.
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 schema takes zero parameters and coverage is 100%, so there is nothing for the description to document. Baseline 4 applies; the absence of parameter detail is not a defect here.
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?
"Protected R/IV production operation" names no verb and no resource; "R/IV" is undefined jargon that an agent cannot map to a capability. The tool name suggests auditing AI usage, but the description never confirms what the operation actually does, so it cannot be distinguished from siblings like answer.audit or model.change.audit.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description states a precondition (auth, authorization, entitlement) but gives no when-to-use context and never mentions an alternative or an exclusion. It does not help an agent decide between this and the many other *.audit / *.verify siblings.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose genuine behavioral context: authentication, authorization, and an active entitlement are required before execution. However, it says nothing about side effects, reversibility, rate limits, or what a 'production operation' mutates, which is a notable gap for an unannotated 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?
Two short sentences are front-loaded, which is good, but the space is spent on an opaque identifier ('R/IV') rather than a clear statement of function. It is brief without being 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?
With no annotations and no output schema, the description is the only source of information, and it omits what the tool does, what it operates on, and what it returns. The auth prerequisites are covered, but the core purpose is missing.
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 schema accepts zero parameters, so there is nothing for the description to disambiguate; the baseline of 4 applies. The description adds no parameter meaning because none exists to add.
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 labels this a 'Protected R/IV production operation' but never states what the tool actually audits or returns. 'R/IV' is undefined jargon, and the only concrete information is about execution prerequisites, not purpose. An agent cannot distinguish this from sibling tools like ai.use.audit or model.change.audit based on this text.
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 use this tool versus the many audit/verify siblings. The only conditional guidance is implicit — that it requires entitlement — which is a prerequisite, not a usage criterion. An agent gets no routing help.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
R/IV free discovery utility
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden of behavioral disclosure and delivers none. "R/IV free" is unexplained shorthand that does not tell the agent whether this is a safe read, whether it costs anything, whether it is rate-limited, or what it returns.
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 words is short, but brevity without content is under-specification rather than conciseness. The single phrase is not front-loaded information because it conveys no actionable 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?
Even for a zero-parameter tool with no output schema, the agent needs to know what comes back and whether it is safe to call. The description supplies neither, leaving the tool effectively opaque despite its low structural 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?
The tool takes zero parameters, so there are no parameter semantics to document and the schema is trivially complete. Baseline 4 applies; the description neither helps nor harms here.
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 phrase "R/IV free discovery utility" is cryptic and never states a verb+resource. The name suggests listing capabilities, but the description does not confirm what is actually listed or returned. It is closer to a restated label than a purpose statement.
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?
"Discovery utility" faintly hints at exploratory use, but there is no stated condition for when to call this versus the many sibling verification/monitoring tools. No prerequisites, no exclusions, no alternatives are named.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden. It does disclose that authentication, authorization, and an active entitlement are required to execute, which is genuine behavioral context. However, it says nothing about whether the operation mutates state, what it returns, or how failures surface — a substantial gap for a tool with zero annotation coverage.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short and front-loaded, but both sentences are generic boilerplate whose jargon ('R/IV production operation') conveys no actionable meaning. Brevity here reflects under-specification rather than efficient communication, so the sentences do not earn their place.
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 no annotations, no output schema, and an empty parameter schema, the description is the only source of information — and it omits the tool's actual purpose, expected inputs, and result semantics. The auth/entitlement note is the sole useful element.
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 schema is an empty object with 0 parameters and 100% coverage, so there is nothing for the description to clarify; baseline 4 applies. No parameter semantics are missing.
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 never states what the tool does. 'Protected R/IV production operation' is access-control boilerplate that could be pasted onto any of the 33 sibling tools; nothing connects it to citation verification or distinguishes it from quote.verify, claim.check, source.verify, etc. An agent cannot tell what resource is being verified or what a result means.
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 condition selecting this tool over the many sibling *.verify tools, and no prerequisites beyond a generic entitlement statement. Nothing tells the agent which situation calls for citation.verify.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden and does disclose meaningful behavioral prerequisites: authentication, authorization, and an active entitlement are required. However, it does not describe the operation itself, side effects, reversibility, or what happens on success/failure. It provides minimum viable security context but little else about behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short and contains no redundant sentences, but the first sentence is a cryptic label ('Protected R/IV production operation') that does not front-load the tool's actual function. The second sentence cleanly states prerequisites. It is concise but structurally under-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?
Given no parameters, no output schema, and no annotations, the description should at least explain what the tool does and when it applies. Instead it only states security requirements, leaving an agent unable to determine the operation's purpose or how it differs from siblings. The definition is incomplete 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?
The tool has zero parameters and an empty input schema, so there are no parameter semantics for the description to clarify. Baseline 4 applies because the schema itself is trivially complete and the description need not compensate for missing 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 labels the tool as a 'Protected R/IV production operation' but never states what claim.check actually does—no verb+resource, no mention of checking a claim. It does not distinguish this tool from siblings like claim.monitor or contradiction.scan. An agent cannot infer the tool's function from this text.
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 lists execution prerequisites (authentication, authorization, active entitlement) but gives no guidance on when to use this tool versus alternatives. It does not say what condition selects claim.check over any of the many verification/monitoring siblings. No when-to-use or when-not-to-use information is provided.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It usefully discloses that authentication, authorization, and an active entitlement are required, but says nothing about side effects, read vs write nature, idempotency, or output, leaving most behavioral traits undisclosed.
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 very short (two sentences) and wastes no words, but the first sentence is vague and cryptic, so the front-loaded content does not earn its place. The useful information (auth requirements) comes second.
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 0-parameter tool with no annotations and no output schema, the description is the only source of meaning for an agent. It fails to state the tool's purpose or what it monitors, making it nearly impossible to select correctly among siblings.
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 the schema is trivially complete. The description does not need to explain parameter semantics, and the baseline for 0 params is 4.
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 calls it a 'Protected R/IV production operation' but never states what the tool actually does. No specific verb or resource is given, and the cryptic 'R/IV' jargon does nothing to distinguish it from siblings like claim.check or evidence.monitor.
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 any of the 30+ sibling monitoring/verification tools. The only condition mentioned is authentication/entitlement, which is a prerequisite, not a usage context.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it does disclose real prerequisites: authentication, authorization, and an active entitlement. However, it omits whether the operation is read-only or mutating, whether it has side effects, and rate/quotas, so the disclosure is incomplete for a tool with zero annotation coverage.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences with no filler, so it is structurally tight. But the front-loaded sentence is uninformative policy jargon rather than the tool's purpose, so the sizing is concise while the content placement is poor.
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-parameter tool the description needs only to explain what is scanned and what the outcome means, and it does neither. With no output schema and no annotations, the auth/entitlement note is the only substantive content, leaving the agent unable to know what invoking this tool accomplishes.
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 and the baseline is 4. The input schema is an empty object and the description adds no contradictory parameter information.
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 never states what the tool actually does; 'contradiction.scan' is not mentioned and 'Protected R/IV production operation' is opaque jargon that does not identify a verb+resource. An agent cannot tell from this text what a 'contradiction scan' returns or how it differs from sibling verification tools like claim.check or number.verify.
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 condition selecting this tool over the many sibling verification/audit tools, and no exclusions. The only stated prerequisite is that an entitled, authenticated caller may execute it, which is access control, not usage guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden of behavioral disclosure. It discloses that authentication, authorization, and an active entitlement are required, which is useful pre-call context. However, it does not say what the operation does, whether it is read-only or destructive, or what happens on success/failure. The security requirements are the only behavioral trait provided, which is better than nothing but far from complete.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two concise sentences with no redundancy. The front-loaded security constraint is clear, though the description is extremely sparse given the tool's apparent importance as a protected production 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?
For a zero-parameter tool with no output schema and no annotations, the description must carry the full burden of explaining what the tool does, when to use it, and what to expect. It fails to convey the operation's purpose, the meaning of 'R/IV', or any return behavior. The only completeness is the mention of required authentication and entitlement, which is insufficient for an agent to confidently invoke 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?
The tool has zero parameters, so parameter semantics is not applicable. Per the rubric, zero params yields a baseline of 4. The description correctly does not attempt to describe non-existent parameters.
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 it is a 'Protected R/IV production operation' but never specifies what the operation actually does. 'Control.check' could mean many things, and the description is essentially a security caveat rather than a purpose statement. It is not a tautology, but it is vague and leaves the agent unable to distinguish it from siblings like system.status or workflow.verify.
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 indication of when to use this tool versus any of the 30+ siblings. The phrase 'production operation' implies a specific context, but no alternatives or exclusions are named. An agent has no guidance beyond the requirement of authentication/entitlement.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it does add real value by disclosing the access preconditions: authentication, authorization, and an active entitlement must all be satisfied. However it says nothing about side effects, whether the operation mutates state, failure modes, or what a successful result indicates.
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 padding, and the protective framing is front-loaded. It is efficiently sized, though the brevity is partly a consequence of saying very little.
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?
There is no output schema, so the description should explain what the verification returns or how to interpret success versus failure. It omits this entirely, leaving the agent unable to act on the result, which is a significant gap for a zero-parameter verification 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?
The tool takes zero parameters, so there is nothing for the description to disambiguate. Baseline of 4 applies, and no parameter-related gap exists.
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 never says what the tool actually verifies or operates on. 'Protected R/IV production operation' is opaque jargon that does not connect to the name data.flow.verify, and no verb+resource pair is identified. An agent cannot tell what this tool does from the description 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?
It states the execution prerequisites (auth, authorization, entitlement) but gives no guidance on when to choose this tool over any of the many verify/check siblings such as claim.check, citation.verify, or source.verify. There is no when-to-use or when-not-to-use signal.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden. It does disclose a genuine behavioral trait beyond the schema: authentication, authorization, and an active entitlement are required. However, it says nothing about what the operation does, what it returns, whether it is read-only or mutating, or what happens on success/failure, which is a large gap for an unannotated 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 short, but the first sentence is undefined jargon that occupies prime front-loaded real estate without conveying function. The second sentence (access requirements) does earn its place, but the lead sentence does not.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and no annotations, the description is the sole source of context, and it omits the core facts an agent needs: what the operation does, what it returns, and when it applies. Only the auth/entitlement prerequisite is covered.
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 schema description coverage is 100%, so the baseline of 4 applies. There are no parameters whose meaning the description needs to clarify.
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 never states what the tool does. "Protected R/IV production operation" is unexplained jargon (R/IV is never defined) and gives no verb or resource that connects to "dependency.map". An agent cannot tell from this text whether the tool maps dependencies, produces a graph, or does something else entirely.
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 indication of when to use this tool, when not to, or which sibling it replaces. With 33 sibling tools including dependency.monitor and data.flow.verify, the absence of any routing guidance leaves the agent with nothing to disambiguate on.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must carry the full behavioral burden. It does disclose that authentication, authorization, and an active entitlement are required, which is useful. However, it omits what the tool actually does, whether it is read-only or mutating, what it returns, or any side effects. This leaves major behavioral gaps.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is two short sentences, but the first sentence ('Protected R/IV production operation') uses unclear jargon and does not earn its place. The second sentence conveys the key auth requirements, so the overall structure is minimally acceptable but not optimally front-loaded or 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?
Given no annotations, no output schema, and an empty parameter object, the description should explain the tool's purpose and behavior. Instead it only states access requirements, leaving core information about what is monitored, how it works, and what it returns completely absent. This is inadequate for correct selection and 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?
The tool takes zero parameters, so the baseline of 4 applies. The empty input schema is fully described by its coverage, and the description does not need to add parameter meaning beyond that.
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 it is a 'Protected R/IV production operation' but never explains what it monitors or what operation it performs. It does not differentiate from siblings like dependency.map or agent.monitor. The purpose is vague and requires inference from the tool 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 guidance is given on when to use this tool versus alternatives. It only lists execution requirements (authentication, entitlement) without any context about appropriate scenarios or exclusions. The agent has no help deciding when this tool is the right choice.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It does disclose a useful security gate (authentication, authorization, active entitlement), but it says nothing about whether the operation reads or writes, side effects, reversibility, or output behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short, but the first sentence is cryptic and does not front-load a useful purpose. The second sentence is more useful but still only covers security prerequisites.
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 definition is not complete enough for an agent to call the tool correctly. The core operation is unexplained, no annotations clarify behavior, no output schema describes return values, and the agent cannot infer what evidence.bundle actually bundles or returns.
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 are no parameter semantics to explain. The schema is an empty object and the description need not add parameter details; baseline 4 applies.
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 does not state what the tool does. "Protected R/IV production operation" is opaque and identifies no verb, resource, or outcome; it also fails to distinguish evidence.bundle from siblings such as evidence.monitor or source.snapshot.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is given on when to use this tool or how it differs from alternatives. The only execution context provided is that authentication, authorization, and an active entitlement are required, which is a prerequisite, not usage guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description must carry the full behavioral burden. It does disclose access-control requirements, but omits core behavior: whether the operation is read-only or mutating, what it monitors, side effects, and what the caller gets back.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short but not usefully front-loaded: the first sentence is opaque and does not state the purpose, so it does not earn its place. The second sentence covers only prerequisites, leaving the definition under-specified rather than concise.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given no annotations, no output schema, and zero parameters, the description should at least explain what the operation does and when to use it. It only covers authentication/authorization/entitlement, leaving the agent unable to understand the tool's purpose or expected behavior.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool accepts zero parameters and schema description coverage is 100%. Per the scoring rule for 0 params, baseline is 4; there is nothing further for the description to clarify about parameters.
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 says "Protected R/IV production operation" but never states what the tool actually does. There is no verb/resource identifying the operation, and the unexplained jargon "R/IV" does not help distinguish it from siblings like evidence.bundle or claim.monitor.
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 tool is mentioned. The description only lists prerequisites (authentication, authorization, entitlement), which do not guide selection among the many sibling monitor/verify tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
R/IV free discovery utility
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, yet it discloses nothing about side effects, required auth, cost, or idempotency. 'Discovery utility' implies a read operation but never confirms it, which is far too thin for a fully unstructured 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 short, but this is under-specification rather than conciseness. The single cryptic fragment does not front-load an actionable purpose, so brevity here is a defect rather than a virtue.
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 no annotations, no parameters, and no output schema, the description is the only carrier of meaning, and it conveys essentially nothing an agent can act on. The definition is inadequate regardless of the tool's simplicity.
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 schema declares zero parameters, so there is nothing for the description to clarify. Baseline 4 applies; no parameter meaning is missing because no parameters exist.
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 phrase 'R/IV free discovery utility' does not state a recognizable verb or resource an agent can act on. 'R/IV' is unexplained jargon and 'discovery utility' is too vague to distinguish this tool from any of the 33 verification/audit 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 indication of when to use this tool, when not to, or which sibling it replaces. With siblings like capabilities.list and system.status, an agent has no basis to choose example.get.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose real requirements — authentication, authorization, and an active entitlement — which is genuine context an agent cannot get from the empty schema. However, it says nothing about whether the operation mutates state, what it returns, or any rate/scope limits, leaving the core behavioral profile undisclosed.
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 access constraint front-loaded. It is efficient, though the first sentence's 'R/IV production' jargon is low-information rather than wasted length.
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 no output schema and no annotations, the description is the only source of information, yet it omits what the extraction produces, what form results take, and when the tool is appropriate. Only the authorization envelope is covered.
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 schema description coverage is 100%, so the baseline is 4. There are no parameters for the description to add meaning to.
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 never says what the tool does. 'fact.extract' implies extracting facts, but the text only labels it a 'Protected R/IV production operation' — internal jargon that an agent cannot decode. It neither states a verb+resource nor distinguishes it from siblings like claim.check or evidence.bundle.
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 condition for selecting this tool over the many verify/check/monitor siblings, and no exclusions. The auth prerequisites are access requirements, not usage guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must carry the full behavioral burden. It discloses that the operation is protected and requires auth/entitlement, but says nothing about what the operation does, whether it mutates data, what it returns, or any side effects.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences, but the first sentence is vague and the second is a prerequisite list. It is concise, but the front-loaded text does not earn its place because it fails to convey purpose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-parameter operation with no annotations or output schema, the description is missing the most important context: what the tool does and when to invoke it. The auth requirements alone are insufficient.
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?
Zero parameters, so schema coverage is trivially 100% and no parameter semantics are needed. Baseline 4 applies.
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 calls it a 'Protected R/IV production operation' but never states what the tool actually does. It does not contain a verb or resource that an agent can map to an action, and the tool name 'investigation.run' is not explained. Vague purpose at best.
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 lists authentication, authorization, and entitlement requirements, but gives no guidance on when to use this tool versus the many sibling verification/audit tools. No when-to-use or alternatives are provided.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It usefully discloses auth, authz and entitlement gating, which is real value, but says nothing about whether this reads or mutates state, side effects, reversibility, 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?
Two short sentences with no padding, and the operation class is front-loaded before the access requirements. Nothing is wasted, though the first sentence also carries no functional information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-param, no-output-schema, no-annotation tool, the description must at minimum say what the operation is and when to invoke it. It supplies only the auth gating, leaving the agent unable to decide whether to call it at all.
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 no parameter semantics to document; baseline 4 applies. The description adds no parameter information because none is needed.
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 never states what the tool does. 'Protected R/IV production operation' describes an access classification, not a verb+resource, so the agent learns nothing about what model.change.audit actually audits or produces, and no sibling is 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?
It gives a precondition for execution (authentication, authorization, active entitlement), which is mild usage guidance, but there is no when-to-use, when-not-to-use, or pointer to any of the 33 sibling verification/audit tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden. It does add genuine behavioral context by stating that authentication, authorization, and an active entitlement are required, which is more than most schemas convey. However it says nothing about what the operation does to state, whether it is idempotent or reversible, or any rate/audit 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?
Two short sentences, front-loaded and free of padding. It is tight, though the first sentence is vague rather than economical.
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?
A zero-parameter, no-output-schema, no-annotation tool leans entirely on the description, which omits what is verified, what a result looks like, and failure modes. The auth requirements are covered, but the core semantics of the operation are missing.
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 the baseline of 4 applies. There is nothing for the description to clarify beyond structured fields.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description never states what the tool actually does; "Protected R/IV production operation" is an opaque label, not a verb+resource statement. An agent cannot tell from the text whether this verifies a phone number, an account number, or something else, nor how it differs from siblings like transaction.verify or source.verify.
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 discloses a precondition (authentication, authorization, active entitlement) but gives no when-to-use guidance and names no alternatives among the many sibling *verify tools. The agent gets a gate, not a routing rule.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose something valuable: authentication, authorization, and an active entitlement are required to execute. However, it never states whether the operation reads, mutates, or enforces policy, nor any side effects, rate limits, or failure behavior — a substantial gap for an annotation-free 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?
Two short sentences with the access requirement front-loaded, so it is not verbose. But the headline clause is opaque jargon ('R/IV production operation') rather than a usable statement of behavior, so the brevity buys little.
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-parameter operation with no output schema and no annotations, the description should at minimum explain the operation's effect and return behavior. It covers only the access prerequisites, leaving the core question — what does this monitoring operation do — unanswered.
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 is an empty object, so there is nothing for the description to clarify. Per the zero-parameter baseline this scores 4; no parameter meaning is omitted or misstated.
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 labels this a 'Protected R/IV production operation' but never says what the tool actually does — no verb, no resource beyond an unexplained acronym. An agent cannot distinguish it from sibling monitors like agent.monitor, claim.monitor, or vendor.monitor, which are all policy-style monitoring 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?
It states an access precondition (auth, authz, entitlement) but gives no when-to-use guidance, no trigger conditions, and no mention of alternatives among the many sibling monitors. The agent is left to guess when this tool is the right call versus other monitoring tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
R/IV free discovery utility
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, and it discloses nothing: no read/write profile, no auth or rate-limit notes, no cost model, and no indication of what 'free' refers to or what the call produces. The phrase 'free discovery utility' is not enough to characterize 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?
It is short, but brevity here reflects under-specification rather than efficiency — the single fragment contains no actionable content. Nothing is front-loaded because nothing meaningful is stated at all.
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 no annotations, no output schema, and no parameters, the description is the only source of information about this tool, and it supplies none. An agent cannot determine what the tool does, what it returns, or when to invoke 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?
The input schema declares zero parameters, so there is no parameter semantics for the description to add. Per the rubric, a 0-parameter tool takes the baseline of 4; the gap here lies elsewhere, not in 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 'R/IV free discovery utility' is a cryptic fragment of jargon that never states a verb or resource. 'R/IV' is undefined and 'discovery utility' does not tell an agent what the tool returns, despite the name implying price quoting. It neither distinguishes itself from the 30+ verify/monitor siblings nor clarifies its own purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use, when-not-to-use, or alternative guidance of any kind. With siblings like quote.verify, transaction.verify, and vendor.diligence present, the agent has no basis for choosing this tool over them.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It does disclose real prerequisites (authentication, authorization, an active entitlement), which is genuine added context, but it says nothing about side effects, whether the operation reads or mutates, what it returns, 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?
Two short sentences with no filler, but the lead sentence is unparseable jargon rather than a front-loaded statement of purpose. It is brief without being 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 zero-param tool with no output schema, the description is the only source of information about behavior and results, and it omits what 'evidence' means, what is returned, and how it differs from the many sibling verification 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?
The input schema is an empty object with zero parameters, so there is nothing for the description to clarify. Per the zero-parameter baseline, a 4 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description never states what the tool actually does with procurement evidence. 'Protected R/IV production operation' is opaque jargon that restates the operation type rather than naming a verb+resource an agent can act on, and it does nothing to distinguish this from siblings like evidence.bundle or evidence.monitor.
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 indication of when to select this tool versus any of the 33 siblings, nor any exclusions or prerequisites beyond the generic auth note. The agent is left to guess 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.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It usefully discloses that authentication, authorization, and an active entitlement are required, but says nothing about whether the operation is read-only or mutating, what side effects it has, or what it returns. The auth requirement is a partial disclosure only.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short and front-loaded, but the first sentence is vague enough that its brevity reads as under-specification rather than efficiency. The second sentence about entitlements is the only fully earning sentence.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-parameter tool with no output schema and no annotations, the description must at least identify what the operation produces or does. Instead it only states that access control is required, leaving the agent unable to understand the operation's outcome or effect before 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?
The tool has zero parameters, so there are no parameter semantics to document. The baseline for a no-parameter tool is 4, and the description neither adds nor detracts from parameter meaning.
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 labels the tool a 'Protected R/IV production operation,' which is a vague category, not a specific verb plus resource. It never says what provenance.receipt actually does or how it differs from the many verify/monitor siblings. This is closer to an opaque classification than a purpose statement.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description states access prerequisites but gives no when-to-use guidance, no when-not-to-use exclusions, and no alternative tool. It does not help an agent decide between this and the surrounding verification/monitoring tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description does carry useful behavioral context: it declares that authentication, authorization, and an active entitlement are required, which is real information an agent needs. However, it says nothing about whether the operation reads or mutates state, whether it is reversible, or what side effects it has, leaving a significant gap for an unknown production operation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences with no padding, so it is concise, but it is not front-loaded on the operation itself — the reader learns about auth requirements without ever learning what the tool does. Every sentence is short but the most important content is absent.
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-parameter tool with no annotations and no output schema, the description must at minimum convey the operation's nature. It covers prerequisites but omits the core purpose and any indication of what a successful invocation produces, leaving an agent unable to decide whether to call 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?
The schema declares zero parameters with 100% coverage, so the baseline is 4. There are no parameters for the description to clarify, and it introduces none.
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 never states what the tool does. 'Protected R/IV production operation' describes a security posture, not a verb+resource, and never explains what 'quote.verify' verifies or how it differs from siblings like pricing.quote or transaction.verify. An agent cannot tell what operation it is selecting.
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 condition distinguishing it from the many other *.verify siblings (citation.verify, number.verify, source.verify, transaction.verify). The only condition given is that auth is required to execute, which is a prerequisite, not usage guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
R/IV free discovery utility
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden of behavioral disclosure. It says nothing about whether the operation is read-only, what permissions are needed, rate limits, or what happens on invocation, so the agent has no behavioral context at all.
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 extremely short, but it is a fragment rather than a structured sentence, and its brevity comes from under-specification rather than efficiency. It fails to front-load any actionable information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's zero-parameter simplicity and the absence of annotations or an output schema, the description still provides no information about purpose, usage, or behavior. An agent cannot determine when or why to call it from the description alone.
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 are no parameter semantics to document. The baseline of 4 applies because the schema is trivially complete and the description is not expected to compensate for any missing parameter detail.
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 is a noun phrase with an unexplained acronym ('R/IV free discovery utility') and never states a specific verb or resource. It does not clearly explain what the tool matches or discovers, leaving the agent to guess from the name 'service.match'.
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 indication of when to use this tool, when not to, or which of the 30+ sibling tools it replaces or complements. No prerequisites or context are provided.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With zero annotations, the description carries the full behavioral burden. It does disclose that authentication, authorization, and an active entitlement are required, which is genuinely useful. However, it says nothing about whether the operation mutates state, whether snapshots are idempotent or overwritten, rate limits, or side effects — large gaps for an operation explicitly flagged as protected/production.
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 padding, and the access requirements are stated up front. The first sentence, however, spends its words on a vague classification ('Protected R/IV production operation') rather than on the operation itself, so the brevity reflects under-specification rather than efficient communication.
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?
There is no output schema and no annotations, so the description must convey what the agent gets back and how to interpret it. It fails to say what a snapshot contains, its format, or its lifetime, leaving the agent unable to predict the result of 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?
The tool takes zero parameters, so per the rubric the baseline is 4. The description adds nothing parameter-related, but there is nothing to document.
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 labels this a 'Protected R/IV production operation' but never says what a snapshot does, what it captures, or what it returns. An agent cannot distinguish it from the sibling source.verify, let alone tell what resource is being snapshotted. This is closer to a restatement of the name in generic terms than a statement of purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No when-to-use guidance, no prerequisites beyond auth, and no mention of any alternative sibling tool. The agent is given no basis for choosing this over source.verify or the other 33 siblings.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose real execution preconditions: authentication, authorization, and an active entitlement. However, it never says whether the operation reads or mutates state, what a failure looks like, or what happens on missing entitlement, leaving the safety profile unclear.
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's protected status. It is efficient, though the opaque "R/IV" token spends words without conveying 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?
With no output schema and no annotations, the description should explain what the verification actually produces and how the result is consumed. Instead it only lists access preconditions, so an agent lacks the information needed to use the result 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 tool takes zero parameters, so per the rubric the baseline is 4. There is nothing for the description to clarify beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description calls it a "Protected R/IV production operation" without saying what is being verified or against what. "R/IV" is unexplained jargon, and the sentence never states a concrete verb+resource outcome, so an agent cannot distinguish it from source.snapshot, citation.verify, or claim.check.
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 invoke this tool versus any of the many sibling verify/audit tools, and no stated exclusions or preconditions beyond generic auth. The agent is left to infer usage 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.
R/IV free discovery utility
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, yet it discloses nothing about what the tool observes, whether it is read-only, what it returns, or any side effects. 'R/IV free' is not interpretable as behavioral context.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but the brevity comes from under-specification rather than economy; the single phrase is not front-loaded with any actionable information. Five unexplained words are not enough to orient an agent.
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 no annotations, no output schema, and no parameter documentation, the description is the only source of information and it supplies none. The agent cannot determine what this zero-argument tool returns or when it should be used.
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 clarify and the baseline of 4 applies per the scoring rules.
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 phrase 'R/IV free discovery utility' names no verb, resource, or outcome that an agent can act on; it never even indicates that the tool reports system status despite the tool name. It is effectively an unexplained label rather than a statement of purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no indication of when to call this tool, what conditions make it appropriate, or how it relates to the many sibling verify/audit/monitor tools. 'free discovery' hints at cost but gives no selection criteria.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden. It discloses required authentication, authorization, and an active entitlement, but says nothing about side effects, reversibility, output, or what the operation changes. Core behavioral traits remain undisclosed.
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. However, the first sentence is vague boilerplate and neither sentence front-loads the tool's purpose, resulting in low information density despite the brevity.
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-parameter tool with no annotations or output schema, the description must at least define what the operation does. It covers access prerequisites but leaves purpose, behavior, and usage context entirely unstated, so an agent lacks enough to invoke 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?
Zero parameters with 100% schema coverage, so the baseline is 4. The description adds no parameter semantics, but none are needed.
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 the operation as a 'Protected R/IV production operation' but never states what 'reconcile' actually does or what resource it operates on. An agent cannot distinguish this from any other protected production operation among the 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?
No indication of when to use this tool versus siblings like workflow.verify, transaction.verify, or dependency.map. The authentication/entitlement note is a prerequisite, not usage guidance or an alternative.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it does disclose a real behavioral trait: execution is gated by auth, authorization, and an active entitlement. However, it never says whether this mutates state or is a read-only check, what happens on failure, or whether it is idempotent — the core safety profile an agent needs is absent.
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 short and front-loaded, but the brevity comes from under-specification rather than tight writing; the unexplained "R/IV" abbreviation consumes one of only two sentences without conveying meaning to an agent.
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 no-parameter, no-output-schema, no-annotation tool, the description must do all the work. It omits what is verified, what a result or failure signifies, and any environment or side-effect expectations, leaving the agent unable to call it 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?
The tool takes zero parameters, so the baseline of 4 applies. There is nothing for the description to disambiguate, though the lack of any input also means the target of verification must be inferred from context.
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 never states what the tool actually does — there is no verb at all, and "verify" from the name is never elaborated (verify a transaction against what?). "Protected R/IV production operation" is undefined jargon that does not tell an agent what the operation produces or checks, so it reads closer to a restatement of the name than a purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
It states a prerequisite (authentication, authorization, active entitlement) but gives no when-to-use guidance and never distinguishes this from the many sibling verify/check tools (quote.verify, claim.check, data.flow.verify, workflow.verify). An agent has no basis for choosing this over those.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It does disclose one genuinely useful trait — that authentication, authorization, and an active entitlement are required — but says nothing about whether the operation mutates state, what it returns, or any side effects.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short and front-loaded, so it is not bloated, but the first sentence is opaque jargon ('R/IV production operation') that does no work for the reader. The second sentence earns its place by stating the auth/entitlement requirement.
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-parameter tool with no output schema, the description must at minimum explain what the operation accomplishes and what comes back; it explains neither. Only the access-control prerequisite is covered, leaving the agent unable to know what to expect from a call.
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 per the rubric the baseline is 4. There is nothing for the description to disambiguate beyond the empty object 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 never states what the tool does with a vendor; it only describes access control around an opaque 'R/IV production operation'. An agent cannot tell from this text whether it retrieves, scores, or records vendor diligence, nor how it differs from the many sibling verification/audit 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?
There is no when-to-use, when-not-to-use, or alternative routing guidance at all. The only conditional content is an authentication prerequisite, which is not usage guidance for selecting the tool over siblings like vendor.monitor or procurement.evidence.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full disclosure burden. It does add real value by naming prerequisites — authentication, authorization, and an active entitlement — which is genuine behavioral context. However, it says nothing about the operation's effect, whether it mutates state, whether it is destructive, what it returns, or any rate limits, leaving the core behavior opaque.
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?
At two short sentences it is not bloated and the prerequisite information is stated directly. But the opening sentence is opaque jargon that conveys almost nothing, so the brevity comes at the cost of substance rather than from efficiency.
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-parameter tool with no output schema, the schema side is trivially complete. What is missing is the essential information an agent needs: what the operation does and when to invoke it among roughly 35 sibling monitoring, verification, and audit tools. Access prerequisites are covered; purpose and selection are not.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema is an empty object with zero parameters, so there is nothing for the description to clarify. Per the baseline for zero-parameter tools, a 4 is appropriate; no parameter semantics are missing or misrepresented.
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 labels this a 'Protected R/IV production operation' but never says what vendor.monitor actually does — monitor vendor activity, produce a report, stream alerts? 'R/IV' is unexplained jargon, and the sentence describes a security posture rather than a verb+resource. An agent cannot distinguish this from vendor.diligence or agent.monitor based on this text.
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 conditions describing when this is preferred over the many sibling monitor/verify/audit tools, and no mention of what triggers a call. The description only states prerequisites for execution, not selection criteria.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Protected R/IV production operation. Authentication, authorization, and an active entitlement are required for execution.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it does disclose meaningful gating: authentication, authorization, and an active entitlement are required. That is real context beyond structured fields. However, it says nothing about side effects, whether the operation is read-only or mutating, what happens on failure, or any 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?
Two short sentences with no filler, and the access-gating information is front-loaded. But the brevity here reflects under-specification rather than tight editing: the core purpose sentence is absent entirely, so the size is not appropriate to the tool's complexity.
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 zero parameters, no annotations, and no output schema, the description is the sole source of information, and it omits what the tool actually does or returns. It covers access requirements but leaves the primary purpose and result semantics undefined, which is insufficient for an agent to invoke it 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?
The tool takes zero parameters, so there is nothing for the description to disambiguate; the baseline for a no-parameter schema applies. No parameter semantics are missing or misrepresented.
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 labels this a "Protected R/IV production operation" without stating what is verified, what resource it acts on, or what the result means. "R/IV" is unexplained jargon, and the only action cue is the tool name itself, making this close to a tautology. An agent cannot distinguish this from siblings like agent.action.verify, data.flow.verify, or transaction.verify.
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 select this tool versus the many other verify/audit/check siblings. It states access prerequisites (auth, authz, entitlement) but never a trigger condition, scope, or exclusion. The agent is left to infer usage entirely.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
agent.action.verifyagent.monitorai.use.auditanswer.auditcapabilities.listcitation.verifyclaim.checkclaim.monitorcontradiction.scancontrol.checkdata.flow.verifydependency.mapdependency.monitorevidence.bundleevidence.monitorexample.getfact.extractinvestigation.runmodel.change.auditnumber.verifypolicy.monitorpricing.quoteprocurement.evidenceprovenance.receiptquote.verifyservice.matchsource.snapshotsource.verifysystem.statustimeline.reconciletransaction.verifyvendor.diligencevendor.monitorworkflow.verifyWatchdog for unattended AI agents: alerts, evidence checks and a verifiable proof per run.
Evidence infrastructure for agents: source-backed company verification and beta import assessment.
AI-agent trust infrastructure for discovery, authority, execution, verification, and receipts.
Independent AI-agent reviews: trust checks, evidence scorecards, incident registry, recommendations.
Add one secure layer between your agents and this server.
