{"slug":"evolution-foundation-knowledge-summarize","source_name":"evolution-foundation/knowledge-summarize","name":"Evolution Foundation/Knowledge Summarize","description":"Generate a TL;DR summary of a specific document or learning unit in the Knowledge base. Pulls chunks from pgvector and synthesizes via Claude Haiku. Use when the user wants a quick overview ('summary of lesson 5', 'TL;DR of this PDF', 'explain document X in one paragraph').","version":1,"lift":{"pass_rate_delta_pts":78.26,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":64.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T20:44:12.101207+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":78.26,"with_pass_pct":91.3,"without_pass_pct":13,"tokens_delta_pct":64.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T20:44:12.101207+00:00","run_id":"a2114bca-7eed-4727-82e3-56d864fee5dd","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":"NOASSERTION","install_count":0,"manifest_hash":"c018caec56b92ecae8dc93307a46264c98ea568b7d66bbc015bb66d2699329ae","raw_url":"https://app.decimal.ai/s/evolution-foundation-knowledge-summarize/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/evolution-foundation-knowledge-summarize"}