genieincodebottle / aiml-companion
pythonmain937327e86.3K linessynced 1d ago
Code health
8.9out of 10Excellent
This codebase scores 8.9 out of 10 on defect risk, which we rate excellent. It also scores maintainability 8.7 and static performance risk 9.7 out of 10. The three are scored separately and never blended into one number. The files you change most are the weak spot: 1 of 525 files are git hotspots, and they average 5.7.
- Lines of code
- 86.3K
Recent activity
All commitsCommits
No commits indexed yet.
Decisions
- Swap OpenAI to Google Gemini in RAG Expert Assistantproposed · 1d ago
- Explicit eight-stage pipeline with fixed span/log/UI labelsproposed · 1d ago
- Force replay mode in tests to prevent live API callsproposed · 1d ago
- Separate vector-similarity decisions from deterministic research cachingproposed · 1d ago
- Deterministic SQLite cache for research resultsproposed · 1d ago
Needs attention
26 open- medium severity. ProposedSwap OpenAI to Google Gemini in RAG Expert AssistantAuto-proposed decision awaiting review
- medium severity. ProposedExplicit eight-stage pipeline with fixed span/log/UI labelsAuto-proposed decision awaiting review
- medium severity. ProposedForce replay mode in tests to prevent live API callsAuto-proposed decision awaiting review
- medium severity. ProposedSeparate vector-similarity decisions from deterministic research cachingAuto-proposed decision awaiting review
- medium severity. ProposedDeterministic SQLite cache for research resultsAuto-proposed decision awaiting review
Where the risk concentrates
All 1 hotspotsRanked by prior bug fixes and change frequency, mined from full git history rather than from the code alone.
| File | Churn | Prior fixes | Maintainers | Commits 90d |
|---|---|---|---|---|
| app.pyprojects/ai-agents-project | 88.3th | 0 | 1bus factor 1 | 3 |
Composition
Open the graphpython 63%javascript 11%markdown 11%json 6%shell 3%Other 6%
Explore this codebase
- Docs860 pages across 6 modules
- ChatAsk this codebase a question and get an answer with its sources
- Files525 files with per-file docs, health and history
- ArchitectureDependency graph, layers, and 26 entry points
- Code healthPer-file scores, 1,015 open findings, coverage and refactoring targets
- Knowledge graphEntities, communities, and the paths between them
- Change couplingFiles that keep changing together, mined from commit history
- CommitsChange-risk ranked history with agent provenance
- ContributorsBus factor, per-file maintainers, and the human/agent split
- StatsSize class, origin, lifetime churn, rhythm and records
- CostsWhat indexing this snapshot cost, by model and by run