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audit_pipeline

Read-only

Score a repository's Spectral CI setup against an 8-point maturity rubric and return a prioritized punch-list. Pass a public repo ("owner/name") or files.

Input Schema

NameRequiredDescriptionDefault
contextNoOptional: why you are asking. One sentence — the task you are trying to complete, or what you expect to get back. Never included in the answer and never used to rank; it is read only when a result turns out to be wrong, which is when knowing the intent is what makes the report actionable.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / context
      Added value: +{
      +  "description": "Optional: why you are asking. One sentence — the task you are trying to complete, or what you expect to get back. Never included in the answer and never used to rank; it is read only when a result turns out to be wrong, which is when knowing the intent is what makes the report actionable.",
      +  "type": "string"
      +}
  2. Added

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds useful behavioral context (an 8-point maturity rubric, prioritized punch-list output), but it does not disclose auth needs, rate limits, or how the rubric is applied, so it goes only modestly beyond the annotations.

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

Conciseness5/5

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

Two tightly written sentences with no filler; the core purpose is front-loaded and the invocation hint follows. Every clause carries information.

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

Completeness3/5

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

With no output schema, the description usefully characterizes the return value as a prioritized punch-list, and annotations carry the safety profile. However, it omits when to choose it over sibling scoring/governance tools and leaves the mismatch between its named inputs (`repo`, `files`) and the formal schema unresolved.

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

Parameters3/5

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

Schema coverage is 100% for the single documented `context` parameter, so the baseline is 3. The description names `repo` and `files` as inputs, which is useful added semantics not present in the schema, but it never explains the schema's actual `context` parameter and leaves the relationship between these undocumented inputs and the formal schema unclear.

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

Purpose4/5

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

The description states a specific verb and resource ('Score a repository's Spectral CI setup against an 8-point maturity rubric') and names the concrete output ('prioritized punch-list'), which an agent can act on. It does not, however, distinguish itself from closely related siblings like governance_report, govern_estate, or score_reusability, leaving overlap ambiguous.

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

Usage Guidelines2/5

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

The only usage guidance is 'Pass a public `repo` ("owner/name") or `files`', which is invocation syntax rather than when-to-use guidance. There is no statement of prerequisites, when to prefer this over the sibling governance/score tools, or when it should not be used.

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

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