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gluecron_generate_pr_description

Read-only

Generate an AI commit-message-style description for a diff. Uses src/lib/ai-commit-message.ts under the hood; gracefully degrades to a heuristic when ANTHROPIC_API_KEY is missing. Returns {subject, body}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
diffYesUnified-diff body
styleNo'conventional' (default) or 'plain'

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, so the description adds value by disclosing the internal module ('src/lib/ai-commit-message.ts') and graceful degradation to heuristic when ANTHROPIC_API_KEY is missing. This goes beyond annotations without contradicting them.

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?

The description is highly concise with two sentences: first states the purpose, second adds implementation detail and return type. Every sentence serves a function with no redundancy.

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

Completeness4/5

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

Given no output schema, the description includes the return shape ({subject, body}). Parameter semantics are covered in the schema. The behavior (AI vs heuristic) is explained. Minor gaps (e.g., diff size limits) are not critical for a simple tool.

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 description coverage is 100% with both parameters ('diff' as 'Unified-diff body' and 'style' with default 'conventional' or 'plain'). The description does not add new parameter-level meaning but complements with return format and fallback behavior, resulting in a baseline score.

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

Purpose5/5

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

The description clearly states the tool generates an AI commit-message-style description for a diff, specifying the verb ('generate') and resource ('commit-message-style description for a diff'). It differentiates from siblings like 'gluecron_generate_commit_message' by focusing on PR descriptions from diffs and mentioning the internal implementation.

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

Usage Guidelines3/5

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

The description implies usage for diff-to-PR-description conversion but lacks explicit when-to-use guidance or comparisons with alternatives. It does not mention when not to use it or suggest siblings like 'gluecron_generate_commit_message' for other contexts, providing only implicit context.

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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