e63cdaf16f
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Resolves #813. Agent analyzes session transcripts for failure patterns and generates prompt patches to prevent future failures. agent/self_modify.py (PromptLearner class): - analyze_session(): detects 5 failure types from transcripts: retry_loop, timeout, hallucination, context_loss, tool_failure - generate_patches(): converts patterns to prompt patches with confidence scoring (frequency-based) - apply_patches(): appends learned rules to system prompt with backup and rollback support - learn_from_session(): full cycle analyze → patch → apply Failures → patterns → patches → improved prompts → fewer failures. Safety: patches only ADD rules (append-only), never remove. Rollback: restores from timestamped backup.
10 KiB
10 KiB