{"slug":"lawve-ai-continuous-improvement-engine-scott-margetts","source_name":"lawve-ai/continuous-improvement-engine-scott-margetts","name":"Lawve AI/Continuous Improvement Engine Scott Margetts","description":"Capture, structure, and recycle lessons from active and closed legal matters. Three modes: in-flight capture (triggered by scope changes, risk events, status updates — highest value), mid-matter review (phase gates or quarterly), and matter close retrospective (full structured findings). Lessons are formatted for immediate reuse, not filed and forgotten. Use when a risk materialises, a scope change lands, a phase completes, or a matter closes and you want to convert what happened into something ","version":1,"lift":{"pass_rate_delta_pts":69.57,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":311.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T16:07:58.277625+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":69.57,"with_pass_pct":91.3,"without_pass_pct":21.7,"tokens_delta_pct":311.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-16T16:07:58.277625+00:00","run_id":"3223d754-cc9c-4490-826d-5c026e65821d","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":"90f3e279a25ededa31160c0c2f0c1db6ce90d32262038e1c4fbc58feb99593f6","raw_url":"https://app.decimal.ai/s/lawve-ai-continuous-improvement-engine-scott-margetts/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lawve-ai-continuous-improvement-engine-scott-margetts"}