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mattjefferson
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repo-research-analyst

Analyzes repositories to produce a research brief of structure, documentation, and patterns.

Updated Aug 23, 2026
Search Tags:#architecture#templates#documentation#onboarding#repository#conventions#issues
One-click install
npx skills add https://github.com/mattjefferson/open-compound-engineering --skill repo-research-analyst-mattjefferson
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: repo-research-analyst
Source: https://github.com/mattjefferson/open-compound-engineering/tree/main/skills/repo-research-analyst
Command: npx skills add https://github.com/mattjefferson/open-compound-engineering --skill repo-research-analyst-mattjefferson

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly understanding a new repository's structure, conventions, and patterns to accelerate onboarding and contribution quality.

Core Features & Use Cases

  • Systematic architecture and structure analysis to map documentation and patterns.
  • GitHub issue and contribution guideline analysis to align with project norms.
  • Template and codebase pattern discovery to inform standard practices and onboarding.

Quick Start

Run a guided repository analysis using the repo-research-analyst to surface architecture, issue patterns, and contribution standards.

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 repository structure for onboarding to a new codebase?▼

To analyze a repository structure for onboarding, systematically map the architecture, documentation, and implementation patterns. This provides a comprehensive research brief that surfaces conventions and accelerates understanding of a new codebase.

What is the best way to discover contribution guidelines and issue patterns in a project?▼

The best way to discover contribution guidelines and issue patterns is by analyzing CONTRIBUTING.md, .github templates, and issue history. This aligns your contributions with project norms and highlights standard practices.

How do I find architecture and codebase patterns using documentation files?▼

You can find architecture and codebase patterns by referencing key documentation files like ARCHITECTURE.md and AGENTS.md. Analyzing these documents reveals implementation conventions and structural templates within the repository.

Can I use repository analysis to prepare for code reviews?▼

Yes, you can use repository analysis to prepare for code reviews. By mapping implementation patterns and project conventions beforehand, you ensure your review feedback aligns with the existing architectural standards.

Does repository context analysis work without standard documentation files?▼

Repository context analysis works best when standard documentation files like ARCHITECTURE.md and CONTRIBUTING.md are available. Without these templates, the analysis relies more heavily on inferring patterns directly from the codebase.

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