Repo Research Analyst

Analyze repository structure, patterns, and documentation using command-line tools.

8|1|Updated Jan 4, 2026
One-click install
npx skills add https://github.com/scooter-lacroix/Maestro --skill repo-research-analyst-scooter-lacroix
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Repo Research Analyst
Source: https://github.com/scooter-lacroix/Maestro/tree/main/maestro/skills/research/repo-research-analyst
Command: npx skills add https://github.com/scooter-lacroix/Maestro --skill repo-research-analyst-scooter-lacroix

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you quickly understand the structure, conventions, and documentation of any new codebase, saving significant time during onboarding or project analysis.

Core Features & Use Cases

  • Codebase Analysis: Examines repository structure, identifies architectural patterns, and notes conventions.
  • Documentation Review: Locates and analyzes key documentation files like README, CONTRIBUTING, and ARCHITECTURE.
  • Template Discovery: Finds and documents issue and pull request templates.
  • Code Pattern Search: Uses tools like Grep to identify common implementation patterns and naming conventions.
  • Use Case: Before contributing to a new open-source project, use this Skill to get a comprehensive overview of its structure, contribution guidelines, and common coding practices.

Quick Start

Use the Repo Research Analyst skill to analyze the repository located at /path/to/cloned/repo and save the findings to thoughts/handoffs/

Frequently Asked Questions about Repo Research Analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a codebase for onboarding and contribution guidelines?

You can analyze a codebase for onboarding by examining repository structure, locating documentation like README and CONTRIBUTING files, and identifying contribution guidelines to understand project conventions and architecture.

What is codebase analysis and how does it help with understanding repository conventions?

Codebase analysis is the process of examining repository structure, identifying architectural patterns, and noting coding conventions. It helps by generating a comprehensive research document that accelerates project understanding and onboarding.

How do I find code patterns and naming conventions in a new repository?

You find code patterns and naming conventions in a new repository by using command-line tools like grep to search for common implementation patterns and identify established coding practices across the codebase.

Can I analyze repository structure and documentation without prior knowledge of the project?

Yes, you can analyze repository structure and documentation without prior project knowledge by using command-line tools like ls, find, and grep to discover architecture, issue templates, and contribution guidelines automatically.

What's the best way to document codebase research for team handoffs?

The best way to document codebase research for team handoffs is to generate a detailed markdown research document covering repository structure, patterns, conventions, and contribution guidelines for seamless knowledge transfer.

Are there limitations to automated repository research for large codebases?

Automated repository research for large codebases may be limited by the effectiveness of command-line search tools like grep in identifying all relevant patterns, especially in deeply nested or complex architectural structures.