github-deep-research

Research GitHub repositories via API, web search, and web fetching into markdown reports.

496|59|Updated Mar 5, 2026
One-click install
npx skills add https://github.com/MagicCube/agentara --skill github-deep-research-magiccube
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: github-deep-research
Source: https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/github-deep-research
Command: npx skills add https://github.com/MagicCube/agentara --skill github-deep-research-magiccube

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

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

Core Features & Use Cases

  • Automated Research: Conducts multi-round research using GitHub API, web search, and web fetching.
  • Structured Reports: Generates detailed markdown reports including executive summaries, timelines, and metrics.
  • Use Case: When a user asks for a competitive analysis of two open-source projects on GitHub, this Skill can automatically gather information on their features, development activity, community engagement, and market positioning to produce a comparative report.

Quick Start

Use the github-deep-research skill to analyze the repository located at https://github.com/owner/repo.

Frequently Asked Questions about github-deep-research

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

FAQPage Schema
How do I generate a deep analysis report for a GitHub repository?

To generate a deep analysis report for a GitHub repository, trigger the research process using the repository URL. The skill uses GitHub API calls, web searches, and web fetching to produce a structured markdown report with executive summaries, timelines, and metrics.

Can I perform a competitive analysis between two open source projects on GitHub?

Yes, you can perform a competitive analysis between open source projects on GitHub. The skill gathers information on features, development activity, community engagement, and market positioning to produce a comprehensive comparative markdown report.

What is included in the structured markdown report for GitHub repository analysis?

The structured markdown report for GitHub repository analysis includes executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. It consolidates data from multiple research rounds into a comprehensive project overview.

Do I need the requests library to run GitHub repository research?

Yes, the requests library is required as a dependency to run GitHub repository research. It enables the HTTP requests necessary for integrating GitHub API calls and web fetching during the automated research process.

What's the best way to automate comprehensive research on a GitHub project?

The best way to automate comprehensive research on a GitHub project is by initiating a multi-round research process with the repository URL. This automatically integrates GitHub API data and web searches to deliver in-depth analysis without manual effort.

How does timeline reconstruction work for GitHub projects?

Timeline reconstruction for GitHub projects works by analyzing fetched repository data and web search results. It chronologically structures development activity and key events into visual Mermaid diagrams within the final markdown report.