Can it identify specific code quality issues?

Yes, it specifically identifies circular dependencies, orphan modules, and cross-references existing documentation to flag high-risk hotspots for tech debt or security.

How does this skill improve Claude's performance?

It provides a structured overview of the codebase, allowing Claude to understand relationships between files and locate symbols without needing to read every file into its limited context window.

What is the primary output of the reindex skill?

The skill generates or updates a 'docs/codebase-index.json' file, which serves as a centralized map of all modules, exports, and dependencies in the project.

Is the indexing process slow for large projects?

The skill is optimized for speed, with a verification target of building an index for up to 500 files in under 60 seconds.

Codebase Indexer

Name: Codebase Indexer
Author: ArtemioPadilla

byArtemioPadilla

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生产力与工作流

Rebuilds a comprehensive codebase knowledge index to provide AI agents with structural awareness, dependency mapping, and hotspot detection.

The reindex skill enables Claude to maintain a high-fidelity mental model of a project by generating a structured knowledge index. It recursively scans source files to extract module exports, builds a complete dependency graph, and identifies architectural risks such as circular dependencies or orphan modules. By cross-referencing technical debt and security findings, it flags 'hotspots' that require extra attention, allowing agents to navigate complex codebases efficiently even with short context windows.

主要功能

01Dependency graph generation to map internal module relationships

023 GitHub stars

03Automated codebase indexing via Python tools or manual recursive scanning

04Hotspot detection through TECH_DEBT.md and security review integration

05Static analysis for circular dependencies and unused orphan modules

06Detailed symbol extraction including function and class signatures

使用场景

01Establishing foundational structural context when introducing Claude to a new repository

02Identifying and resolving complex architectural issues like circular imports

03Mapping security and tech debt hotspots to prioritize maintenance tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add artemiopadilla/agent-triforce reindex

For use in Claude.ai and ChatGPT

Download Skill