{"slug":"yogsoth-ai-mechanism-gap-hunting","source_name":"yogsoth-ai/mechanism-gap-hunting","name":"Yogsoth AI/Mechanism Gap Hunting","description":"Mechanism-Gap Hunting Campaign — hunt the specific link where scientific progress is BLOCKED, not where literature is empty. Use this instead of gap-analysis whenever the goal is truth-seeking / AI4S research rather than finding a publishable white-space — i.e. when the user asks \"where is progress actually stuck\", \"what mechanism is blocking this\", or wants a complete blocker set rather than a ranked gap list. 4 stages over reused deep-insight SOPs, with injected per-stage directives. Exhaustiv","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":77.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-03T00:24:49.663052+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":72.7,"without_pass_pct":31.8,"tokens_delta_pct":77.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-03T00:24:49.663052+00:00","run_id":"ddf24d89-0a76-4679-88a2-4a503be1eb52","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":"0722ec0dd62d553de43e7cf5af457ee35a2c2a9a0f23adc068fbda07a58e1e45","raw_url":"https://app.decimal.ai/s/yogsoth-ai-mechanism-gap-hunting/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-mechanism-gap-hunting"}