RepoSage: AI-Assisted Repository Audit Tool

Problem

Engineering teams need quick codebase audits, but 'chat with your repo' tools often produce vague output without deterministic evidence.

Solution

Built a repository analysis tool that scans codebases, detects language/framework signals, summarizes dependencies, checks tests/docs/CI/typing/linting, and outputs structured Markdown or JSON reports.

Deliverables

• Local repo scanner
• Language/framework detection
• Dependency and manifest analysis
• Quality heuristics
• Markdown/JSON audit reports
• Optional AI enrichment
• GitHub Action integration

Why it matters

• Gives engineering managers an instant quality snapshot of any codebase without reading it
• Deterministic, structured output can be integrated into CI or PR review flows
• Markdown/JSON reports feed other tools — ticketing systems, dashboards, LLM summarizers
• Optional AI enrichment adds natural language explanations on top of raw heuristics