feat: ERL heuristic extraction from cross-task traces (#1359) - #1397
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Lexus2016 wants to merge 3 commits into
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feat: ERL heuristic extraction from cross-task traces (#1359)#1397Lexus2016 wants to merge 3 commits into
Lexus2016 wants to merge 3 commits into
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Slice A of the ERL pipeline. Extracts reusable (tool, status) heuristics from recorded trajectory data, scored by cross-task frequency and outcome correlation. No LLM — deterministic keyword/rule extraction. New files: - scripts/evolution_heuristic_extract.py: extraction pipeline - tests/scripts/test_evolution_heuristic_extract.py: 12 tests Foundation for Slice B (judge-reranked retrieval, #1360) and Slice C (system-prompt injection, #1361). Closes #1359 Co-Authored-By: Hermes Evolution <evolution@hermes.ai>
This was referenced Jul 28, 2026
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Closing: dead code — To fix for rework: Wire the extractor into the evolution pipeline so it actually runs. Concretely: register it as a cron job (or call it from an existing evolution stage) so Re-open a PR once the extractor is actually invoked from the pipeline. |
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Slice A of the ERL pipeline (#1359). Extracts reusable heuristics from trajectory data, scored by cross-task frequency and outcome correlation. No LLM. 12 tests pass. Foundation for Slice B (#1360) and Slice C (#1361). Note: 403 lines exceeds autonomous merge cap — keeping open for human review. Closes #1359