What files does this skill create?

It generates and updates files in the .agent-docs/memory/ directory, including CAPABILITIES.md, COMMANDS.md, MANIFEST.yaml, and INDEX.json.

What types of signatures can the analyzer detect?

It scans for common signatures related to Continuous Integration (CI), Docker containers, Infrastructure as Code (IaC), agent configurations, and various software frameworks.

Does it support confidence levels for found commands?

Yes, the skill records findings with associated confidence levels to ensure the AI agent prioritizes verified and reliable commands.

Will it overwrite my existing project documentation?

No, the skill follows strict guardrails to merge findings and use append-only logic where possible to avoid overwriting your existing files.

How does this help Claude perform better?

By creating a structured manifest of repository capabilities, Claude gains a clear map of what tools are available, reducing guesswork and errors when executing development tasks.

Repo Capability Analyzer

Name: Repo Capability Analyzer
Author: CheekyCodexConjurer

byCheekyCodexConjurer

0•

Learning & Documentation

Scans repositories to identify tooling signatures and automates the creation of a comprehensive project manifest for AI agents.

The analyze_repo_capabilities skill enables Claude to autonomously map the structural and functional landscape of any codebase. By detecting signatures for CI/CD pipelines, Docker configurations, Infrastructure as Code (IaC), and specific frameworks, it populates a centralized memory system with capabilities, verified commands, and project manifests. This skill is essential for quickly onboarding an AI agent to a complex project, ensuring it understands the available development environment and tooling without requiring manual documentation.

Key Features

01Non-destructive, append-only merging for existing documentation

02Confidence-scored pattern recognition for repository tooling

03Automated discovery and recording of verified CLI commands

040 GitHub stars

05Automatic detection of CI, Docker, IaC, and framework signatures

06Dynamic generation of .agent-docs memory manifests and indexes

Use Cases

01Maintaining a live, up-to-date index of available project commands

02Onboarding an AI agent to a new or complex repository

03Automating the discovery of infrastructure and deployment patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cheekycodexconjurer/quant-lab analyze_repo_capabilities

For use in Claude.ai and ChatGPT

Download Skill