github-stars-analyzer

Star growth tracking analyzes daily, weekly, and monthly star accumulation patterns on GitHub repositories. This skill fetches repository metrics including stars, forks, watchers, and activity data, then generates trend reports with growth projections and visualizations to show how a project's popularity is changing over time.

Comparative analysis lets you evaluate several repositories side-by-side using metrics like stars, forks, issues, contributors, and language distributions. The skill produces comparative insights and visualizations that highlight performance differences, making it easy to benchmark open source projects against each other.

Repository analysis exports results in Markdown, JSON, and PDF formats. These formats suit different workflows: Markdown for documentation, JSON for programmatic use, and PDF for polished research-style reports with charts and insights ready for sharing.

Repository analysis requires core metrics: stars, forks, watchers, issues, contributors, and activity. Optional inputs include analysis period in days and comparison repository lists. The skill uses this data to calculate growth rates, project trends, and comparative rankings across repositories.

Organization-wide tracking aggregates metrics across multiple repositories to reveal portfolio-level trends. By analyzing activity, language distributions, and star patterns across an organization's projects, you get comprehensive insights into collective growth and project health.

Research-style reports combine metrics summaries, growth projections, visualizations, and comparative insights into exportable documents. The skill automates report generation with charts illustrating trends and recommendations, eliminating manual compilation and ensuring consistency across analyses.