---
name: autonomous-logic-recovery
description: Systematically migrates complex legacy logic by instrumenting, observing behavior, and replicating via TDD.
---

# Autonomous Logic Recovery

## Workflow
1. **Instrumentation**: Inject probes into legacy code.
2. **Observation**: Run legacy code and capture trace logs.
3. **Synthesis**: Generate modern Python and TDD tests.
4. **Verification**: Differentially test legacy vs. new.
