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merjax_repo_explain_codebase

Read-only

Return the cached AI 'explain this codebase' Markdown for a public repo (most recent commit). Returns null when no cached explanation exists yet.

Input Schema

NameRequiredDescriptionDefault
repoYesRepo name
ownerYesRepo owner — username or organisation slug

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already establish the safe-read profile (readOnlyHint true, destructiveHint false), and the description adds real behavior beyond them: the result is a cache, it reflects only the most recent commit, and it returns null on a cache miss. That null-on-miss contract is exactly the kind of edge case an agent needs, though it does not say how stale a cache entry may be.

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 short sentences with no waste, and the most important qualifier (cached) is front-loaded in the opening clause. The null behavior is placed second, in the position where a caller would look for it.

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?

With no output schema, the description correctly carries the return-value burden by naming the format (Markdown) and the cache-miss sentinel (null). For a two-parameter read tool that is nearly sufficient; the only real omission is any guidance on what to do after a null result.

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%, so both parameters are already documented, and the description mostly restates them. It does add one semantic constraint not present in the schema — that the repo must be public — but that constraint is unelaborated and does not explain what happens for a private repo.

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 gives a specific verb and resource: it returns the cached AI 'explain this codebase' Markdown for a repo at its most recent commit. That is clear enough to act on, but it never distinguishes itself from the sibling 'merjax_explain_repo', which an agent would reasonably assume is the generating counterpart.

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 'cached' framing plus the note that it returns null when no explanation exists implies this is a cheap read and that some other action produces the explanation, but no sibling is named and there is no explicit when-to-use versus when-to-generate guidance. Usage is inferable rather than stated.

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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