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inspect_project

Review project snapshots to determine attribution capabilities and pinpoint gaps in tracking setup.

Instructions

Inspect a caller-provided project snapshot for attribution capabilities.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filesNo
testsNo
frameworkNo
packageJsonNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

C2.4/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It does not state whether the operation is read-only, whether it has side effects, what it returns, or any constraints. The tool presumably inspects a snapshot without mutation, but this is not explicit.

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

Conciseness4/5

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

The description is a single, front-loaded sentence with no wasted words. It is concise and to the point, though it may be too brief for a tool with multiple parameters.

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

Completeness1/5

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

The tool has four parameters, nested objects, an enum, and no output schema. The description provides almost no context about what the tool does in detail, what inputs are expected, or what the result looks like. It is severely inadequate for an agent to call this tool correctly.

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

Parameters1/5

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

Schema description coverage is 0%, and the description adds no meaning to any of the four parameters (files, tests, framework, packageJson). It only refers to a 'project snapshot' without explaining what each parameter represents or how they relate to attribution capabilities.

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 clear action (inspect) and resource (caller-provided project snapshot) with a specific goal (attribution capabilities). It is not a tautology and conveys the tool's function, but it does not distinguish it from sibling tools that also deal with attribution, such as diagnose_missing_click_ids or detect_attribution_gaps.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives. The description does not mention any context, prerequisites, or exclusions, leaving the agent without direction on how to choose between this and the many related tools.

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