{"slug":"willoscar-evidence-selfloop","source_name":"willoscar/evidence-selfloop","name":"Willoscar/Evidence Selfloop","description":"Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose.\n**Trigger**: evidence self-loop, evidence loop, evidence gaps, binding gaps, blocking_missing, 证据自循环, 证据缺口回路.","version":2,"lift":{"pass_rate_delta_pts":66.67,"pass_rate_pct":79.2,"total_cases":24,"passed_cases":19,"tokens_delta_pct":121,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T15:12:39.596206+00:00"},"skill_score":0.7917,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":66.67,"with_pass_pct":79.2,"without_pass_pct":12.5,"tokens_delta_pct":121,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T15:12:39.596206+00:00","run_id":"49d0dc4d-9b93-4f55-89e2-8365614a93c7","version_number":1,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"cc3b17f735a5d9d024cf368077b3183d1df5a62ac392109b9070b0c839379179","raw_url":"https://app.decimal.ai/s/willoscar-evidence-selfloop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-evidence-selfloop"}