toddawhittaker / ipeds-oracle
Ask natural-language questions about U.S. colleges (IPEDS) and get answers with tables and charts — a self-hosted FastAPI + React app with an LLM NL→SQL agent.
Code health
toddawhittaker/ipeds-oracle scores 6.4 out of 10 on defect risk, which Repowise rates Fair. Maintainability scores 8.4 out of 10. Static performance risk scores 9.5 out of 10. The three are scored separately and never blended into a single number. 77 of 407 files are git hotspots, the places where changes and bug fixes concentrate.
Full health report- Files
- 407
- Symbols
- 2.6k
- Modules
- 10
- Doc pages
- 376
- Dead exports
- 164
Where the risk concentrates
All 77 hotspotsRanked by prior bug fixes and change frequency, mined from the full git history rather than from the code alone.
| File | Churn | Prior fixes | Maintainers | Commits 90d |
|---|---|---|---|---|
| llm.pybackend/app | 98.6th %ile | 16bug magnet | 1bus factor 1 | 34 |
| chat.pybackend/app/routers | 97.8th %ile | 15bug magnet | 1bus factor 1 | 32 |
Read more about toddawhittaker/ipeds-oracle
- OverviewFiles, symbols, languages, packages, git intelligence
- ArchitectureDependency graph, layered architecture, symbol index, and third-party dependencies
- Code healthPer-file health scores, hotspots, test coverage, dead code, and refactoring targets
- AI explanationsProModule-by-module documentation generated from source
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[](https://repowise.dev/repo/toddawhittaker/ipeds-oracle)Code health badge
Average health across every file, straight from the latest index.
[](https://repowise.dev/repo/toddawhittaker/ipeds-oracle)How toddawhittaker/ipeds-oracle works
Ask natural-language questions about U.S. colleges (IPEDS) and get answers with tables and charts — a self-hosted FastAPI + React app with an LLM NL→SQL agent. This page is an auto-generated, always-fresh map of the toddawhittaker/ipeds-oracle repository, written primarily in Python. Repowise indexes the source, parses every symbol, computes a dependency graph, scores per-file code health from complexity, duplication, test coverage and churn, mines git history for hotspots and ownership, and lifts the resulting architectural decisions into a wiki you can read or query through MCP.
The codebase has 407 source files, 2,641 symbols, and 11 languages, organised into 10 modules, led by typescript, javascript, python. Static analysis leaves 1,031 open findings across the three health dimensions.
Use the links above to open the interactive dashboards, or connect this repo to your editor via the Repowise MCP server for grounded answers inside Claude, Cursor, or VS Code.