GitHub Repository Intelligence
RepoLens.AI
Transforms the structure of any repository into technical analysis and actionable next steps.
The Challenge
Useful repository data lives scattered across files, languages, commits and issues. The challenge was to bring that technical context together in a single analysis, without requiring cloning the project or opening multiple pages.
The Architecture
An Express backend queries the GitHub API and structures the repository context. The pipeline uses Gemini, with model selection and fallback via OpenRouter, to generate architecture analysis, visual graph, health radar and roadmap. The React frontend presents results in a single interface.
The Tradeoff
Analysis depth vs. response time: data collection is limited to highest-signal context and results can be reused when the repository doesn’t change, avoiding unnecessary calls and processing.