What metrics can this Claude Code skill analyze?

It analyzes a comprehensive suite of GitHub metrics including stars, forks, issues, contributor counts, and overall repository activity trends.

Can I analyze the growth of a private repository?

Yes, provided the environment has the necessary authentication and permissions to access that specific private repository via the GitHub API.

Does it support comparing multiple repositories at once?

Yes, the skill is designed to perform comparative analysis across multiple repositories to provide industry context and competitive insights.

What file formats are supported for report exports?

You can export your findings and research reports in Markdown, PDF, and JSON formats for easy sharing and integration.

Are there limits to how much data I can fetch?

The skill is subject to GitHub API rate limits. For high-volume analysis, it is recommended to use authenticated requests to ensure continuous data fetching.

GitHub Stars Research Analyzer

Name: GitHub Stars Research Analyzer
Author: chaorenex1

bychaorenex1

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Analytics & Monitoring

Analyzes GitHub repository trends and star growth to generate comprehensive competitive intelligence and popularity reports.

About

The GitHub Stars Research Analyzer is a specialized Claude Code skill designed to provide deep insights into open-source project performance and developer tool adoption. It enables users to track star growth rates, compare multiple repositories across key metrics like forks and contributor activity, and generate detailed research reports with trend visualizations. This skill is ideal for product managers, researchers, and developers who need to automate the extraction and synthesis of GitHub data into actionable Markdown, PDF, or JSON formats for market research or project monitoring.

Key Features

Automated research report generation with actionable recommendations
1 GitHub stars
Data visualization support for charting popularity and activity trends
Multi-repository metric comparison including stars, forks, and issues
Support for multiple input formats including repository URLs, owner names, and CSV lists
Detailed star growth tracking across daily, weekly, and monthly intervals

Use Cases

Generating an internal popularity report for an organization's open-source portfolio.
Conducting market research on developer tool trends to identify emerging technologies.
Comparing the growth and adoption of competing frontend frameworks over a specific timeframe.

About

Key Features

Automated research report generation with actionable recommendations
1 GitHub stars
Data visualization support for charting popularity and activity trends
Multi-repository metric comparison including stars, forks, and issues
Support for multiple input formats including repository URLs, owner names, and CSV lists
Detailed star growth tracking across daily, weekly, and monthly intervals

Use Cases

Generating an internal popularity report for an organization's open-source portfolio.
Conducting market research on developer tool trends to identify emerging technologies.
Comparing the growth and adoption of competing frontend frameworks over a specific timeframe.