Documentation
How Anatoly works, end to end.
Architecture, CLI, integrations, and the trade-offs behind them.
1. Getting Started
2. Architecture
- Pipeline OverviewEnd-to-end audit pipeline: scan, estimate, triage, evaluate, report
- Seven-Axis SystemThe seven evaluation axes (utility, duplication, correction, overengineering, tests, best practices, documentation)
- RAG EngineSemantic retrieval-augmented generation for evidence gathering
- Usage GraphDependency and usage graph construction
- Deliberation PassMulti-turn deliberation for confident findings
3. CLI Reference
3. Guides
4. Core Modules
- ScannerFile discovery, AST parsing, and scope extraction
- EstimatorComplexity estimation and prioritization scoring
- TriageFiltering and ranking files for review
- Axis EvaluatorsPer-axis evaluation logic and prompt design
- ReporterFinding aggregation and report generation
- Worker PoolConcurrent evaluation with rate-limit management