GitScope
A GitHub repository analytics tool that visualizes contribution patterns, code frequency, and repository health metrics. Designed to give developers a quick overview of any public repository's activity and structure.
Challenges
Aggregating GitHub API data across multiple endpoints without hitting rate limits or causing excessive loading states.
Visualizing contribution data in meaningful charts that convey trends without requiring interpretation.
Handling repository metadata for large repos with extensive commit histories efficiently.
Solutions
Implemented request batching and caching layers to minimize API calls while keeping data fresh.
Built interactive charts with tooltips and time-range selectors for contribution and code frequency views.
Used pagination and lazy loading for commit history and file tree data to maintain performance.
