{"slug":"yogsoth-ai-keshav-three-pass","source_name":"yogsoth-ai/keshav-three-pass","name":"Yogsoth AI/Keshav Three Pass","description":"Tactic: Read one paper by Keshav's three-pass method — a shallow skim, a contribution-grasping full read, then a deep virtual re-implementation. Use when the goal is understanding a paper rather than extracting a fixed schema.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":26.1,"total_cases":23,"passed_cases":6,"tokens_delta_pct":11.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-06T17:15:37.767106+00:00"},"skill_score":0.2609,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":26.1,"without_pass_pct":13,"tokens_delta_pct":11.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":15,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-06T17:15:37.767106+00:00","run_id":"1eba20fb-3679-45b3-afe5-6c4caca6a2ea","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":"Apache-2.0","install_count":0,"manifest_hash":"fc10efb3236fec06d76e98d7d7246607e5600ab955a479ff29dcc8d7b6ef849f","raw_url":"https://app.decimal.ai/s/yogsoth-ai-keshav-three-pass/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-keshav-three-pass"}