github-stars-analyzer
Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights
npx skills add majiayu000/claude-skill-registry --skill github-stars-analyzer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# GitHub Stars Research Analyzer This skill provides in-depth analysis of GitHub repositories, tracking star growth, comparing popularity metrics, and generating research reports for open source projects and developer tools. ## Capabilities - **Repository Analysis**: Extract and analyze key metrics (stars, forks, issues, contributors, activity) - **Star Growth Tracking**: Calculate daily, weekly, and monthly star growth rates and trends - **Comparative Analysis**: Compare multiple repositories across various metrics - **Research Report Generation**: Create comprehensive reports with insights and recommendations - **Data Visualization**: Generate charts and graphs for trend analysis - **Export Formats**: Output reports in Markdown, PDF, and JSON formats ## Input Requirements GitHub repository data can be provided in multiple formats: - **Repository URLs**: Direct GitHub repository links - **Owner/Repo Names**: GitHub owner and repository names - **JSON Input**: Structured data with repository information - **CSV Lists**: Multiple repositories in CSV format Required fields: - Repository owner (username or organization) - Repository name - Optional: Time period for analysis (default:
- Capabilities
- Input Requirements
- Output Formats
- How to Use
- Scripts
- Best Practices
- Limitations
What does the github-stars-analyzer skill do?
Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill github-stars-analyzer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.