{"slug":"frank890417-twmd-evolve","source_name":"frank890417/twmd-evolve","name":"Frank890417/Twmd Evolve","description":"Evolution via canonical EVOLVE-PIPELINE — data-driven content evolution\n(v1/v2), pipeline self-refactor (Mode 3), goal-driven design evolution\n(Mode 4: 思考→發散→報告→實作).\nTRIGGER when: user says \"跑 EVOLVE\", \"數據驅動進化\", \"evolve-pipeline\",\n\"進化 X pipeline 本身\", \"設計 X（技能/器官）\", \"深度思考自我進化\",\n\"寫實作報告後實作\".","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":19.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T00:05:13.017221+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":77.3,"without_pass_pct":18.2,"tokens_delta_pct":19.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T00:05:13.017221+00:00","run_id":"63120447-38e5-4234-a9c9-2aaf2257c330","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"fdf970455725611ac2cfd84a1fa71dbcb5fb8169f75dd8f3221c8be2e4ac5cfe","raw_url":"https://app.decimal.ai/s/frank890417-twmd-evolve/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/frank890417-twmd-evolve"}