01Automated Failure Parsing: Translates evaluator feedback directly into actionable plan.md tasks.
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03Metadata State Management: Maintains a persistent record of fix cycles and status in metadata.json.
04Verification & Handoff: Conducts local self-checks before automatically triggering the original evaluator for re-validation.
05Systematic Execution: Implements fixes following a strict protocol with progress tracking and individual commits.
06Loop Guardrails: Prevents excessive iterations by enforcing a three-cycle limit before escalating to the user.