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get_fix_prompt

Read-onlyIdempotent

Get a gated real LLM proposal. Agent must inspect code, check repo/commit, fix and test in its workspace.

Input Schema

NameRequiredDescriptionDefault
analysis_idYes
workspace_tokenYes

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior3/5

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

Annotations already declare this as read-only, idempotent, non-destructive, and closed-world, so the safety profile is covered. The description adds that the proposal is "gated" and tied to an agent workflow, but it never explains what gating means, whether authentication is required, or what the agent receives.

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 only two sentences and front-loads the supposed action before giving workflow constraints. It is compact, though the opening phrase is jargon-heavy rather than precise.

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

Completeness2/5

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

An output schema exists, so return values need not be explained, but the two required parameters remain opaque and the gated workflow is not elaborated. For a tool that apparently coordinates code inspection, repo/commit checks, fixes, and tests, the description leaves too much unresolved.

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

Parameters2/5

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

Schema description coverage is 0%, and both required parameters, workspace_token and analysis_id, are undocumented in the schema. The description mentions a workspace only generically and adds no meaning for analysis_id, so it does not compensate for the coverage gap.

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

Purpose2/5

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

The phrase "Get a gated real LLM proposal" is vague and does not clearly explain what a fix prompt is or how it differs from siblings such as check_fix or get_analysis. The second sentence describes an agent workflow rather than the tool's actual output.

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?

"Agent must inspect code, check repo/commit, fix and test in its workspace" gives prerequisite-like instructions, but it does not say when to call this tool versus alternatives or what conditions select it. No exclusions or sibling routing are provided.

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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