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github-deep-research

Analyze GitHub repositories and generate structured markdown research reports.

Updated Mar 5, 2026
Search Tags:#developer tools#research#github#analysis#repository#reporting
One-click install
npx skills add https://github.com/kyirexy/dearclaw --skill github-deep-research-kyirexy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: github-deep-research
Source: https://github.com/kyirexy/dearclaw/tree/main/skills/public/github-deep-research
Command: npx skills add https://github.com/kyirexy/dearclaw --skill github-deep-research-kyirexy

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates in-depth research and analysis of GitHub repositories, providing comprehensive reports that would otherwise require significant manual effort and time.

Core Features & Use Cases

  • Automated Repository Analysis: Gathers data on repository structure, languages, contributors, commits, issues, and releases.
  • Structured Reporting: Generates detailed markdown reports including executive summaries, chronological timelines, metrics, and architectural diagrams.
  • Use Case: A product manager needs to understand a competitor's open-source project. This Skill can be used to generate a report detailing the project's history, development activity, community engagement, and technical architecture.

Quick Start

Analyze the GitHub repository at https://github.com/user/repo and generate a research report.

Frequently Asked Questions about github-deep-research

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

FAQPage Schema
How do I analyze a GitHub repository and generate a structured research report?▼

To analyze a GitHub repository, this Skill integrates the GitHub API with web search and fetching to perform multi-round research. It automatically produces structured markdown reports detailing the project's architecture, timeline, and community engagement.

What is deep GitHub repository analysis and what does it include?▼

Deep GitHub repository analysis is the comprehensive investigation of a project's structure, contributors, commits, issues, and releases. It includes evaluating the repository overview, architecture, chronological timeline, community engagement, and competitive landscape.

Can I automate competitive landscape analysis for open-source projects on GitHub?▼

Yes, you can automate competitive landscape analysis for open-source projects on GitHub. The Skill gathers repository data and uses web search to investigate competing projects, delivering a detailed markdown report for product investigation.

Does this GitHub analysis tool require any external dependencies or API keys?▼

No external script dependencies are required to run this Skill. It operates using built-in scripts and assets, integrating directly with the GitHub API, web search, and web fetching capabilities to conduct repository research.

What is the best way to investigate a competitor's open-source project history?▼

The best way to investigate a competitor's open-source project is to automate repository analysis. This tool gathers commit history, releases, and development activity, generating a chronological timeline and executive summary in markdown format.

Are there limitations to automated GitHub repository reporting for large projects?▼

Automated GitHub repository reporting for large projects depends on GitHub API rate limits and web fetching access. The multi-round research process compiles data into structured markdown, though extremely active repositories may require longer processing times.

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