Quality Assurance
The knowledge base enforces quality through a three-layer assurance system.
Quality Assurance Layers
Key Metrics
| Metric | Current | Target |
|---|---|---|
| Test coverage | 89% | ≥85% |
| Data validation pass rate | 100% | 100% |
| Literature coverage | >85% | >90% |
| Implementation link rate | >70% | >80% |
Running Quality Checks
bash
# Full quality check sequence
python -m awesome_bioinfo validate
ruff check awesome_bioinfo tests
mypy awesome_bioinfo --ignore-missing-imports
pytest tests/ -v --tb=short