{"slug":"frank890417-twmd-embeddings","source_name":"frank890417/twmd-embeddings","name":"Frank890417/Twmd Embeddings","description":"Rebuild the bge-m3 semantic index via canonical EMBEDDING-PIPELINE —\none keystone build feeds reader related-articles (src/data/related) +\nRAG vectors (public/api/rag). Sovereignty-preserving: embeddings computed\nin-house (mac-m4max local primary, GPU fleet fallback), never outsourced.\nTRIGGER when: user says \"重建語意索引\", \"跑 embeddings\", \"rebuild embeddings\",\n\"embedding routine\", or routine `twmd-embeddings-nightly` fires.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":-20.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T23:50:57.372245+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":81.8,"without_pass_pct":31.8,"tokens_delta_pct":-20.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T23:50:57.372245+00:00","run_id":"5de4c590-72d0-49f4-a40a-7d7156f78cfc","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":"1aa4457cdda6bd2fc7aa8ca8e95b26d54365abde11dd4de199cb45e88d8d1959","raw_url":"https://app.decimal.ai/s/frank890417-twmd-embeddings/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/frank890417-twmd-embeddings"}