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ozgurcd

gograph

by ozgurcd
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gograph_skeleton

Read-onlyIdempotent

Emit stripped declarations of all Go package APIs—structs, interfaces, function signatures—to provide a compact codebase map for LLMs without reading individual files.

Instructions

Emit the full repository's API signatures with function bodies stripped — struct definitions, interface declarations, and function/method signatures only. The MCP server checks freshness before this call and refreshes in the current requested analysis mode; precise and precise_fallback graphs retry CHA/SSA after source changes. Read-only; no side effects. WARNING: output can be very large on big repositories — consider using gograph_public per package for targeted queries. WHEN TO USE: When an LLM needs a compact map of the entire codebase's shape without reading source files individually. NOT TO USE: For full implementations (use gograph_source); for a single package (use gograph_public). RETURNS: Multi-line text of all stripped declarations across all packages; always non-empty when the graph has symbols.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Tool Definition Quality

A4.9/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. Description adds freshness checking, refresh behavior, and 'Read-only; no side effects', which is consistent and extends beyond 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?

Efficiently structured with clear sections: main description, warning, when/not to use, returns. Front-loaded with purpose. Every sentence adds value.

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

Completeness5/5

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

Given no output schema, description explains return type and non-empty guarantee. Covers behavior, warnings, usage guidance, and alternatives. Complete for a read-only, parameterless tool.

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

Parameters4/5

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

No parameters in schema; baseline 4. Description does not need to add parameter info as zero params.

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?

Description states verb 'Emit' and resource 'full repository's API signatures with function bodies stripped', clearly distinguishing from siblings like gograph_public and gograph_source.

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

Usage Guidelines5/5

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

Explicit WHEN TO USE and NOT TO USE sections with alternative tools named: 'use gograph_source' and 'use gograph_public'. Also warns about large output.

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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