d8756883c54e3be06c493426a1108753c8c70981
Implement a complete system for capitalizing user corrections across multiple workflows and sessions. This enables automatic application of learned fixes when similar failures occur in different contexts. New components: - core/corrections/models.py: CorrectionKey, Correction, CorrectionPack models - core/corrections/correction_repository.py: JSON storage with atomic writes - core/corrections/aggregator.py: Aggregation by hash and quality filtering - core/corrections/correction_pack_service.py: CRUD, export/import, versioning - backend/api/correction_packs.py: REST API with 15 endpoints Features: - MD5-based key hashing for correction deduplication - Export/import in JSON and YAML formats - Version history with rollback support - Cross-workflow pattern detection - Integration with SelfHealingEngine for automatic application - 29 unit tests (all passing) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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