{"slug":"athola-friction-detector","source_name":"athola/friction-detector","name":"Athola/Friction Detector","description":"Detect friction signals; graduate patterns into rules. Use for session retrospectives.","version":2,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":83.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T15:22:26.725984+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":68.2,"without_pass_pct":13.6,"tokens_delta_pct":83.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-21T15:22:26.725984+00:00","run_id":"325918c9-e39f-4fe0-b976-f0d15b7fcaa4","latest_attempt":{"id":"325918c9-e39f-4fe0-b976-f0d15b7fcaa4","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-21T15:22:26.725984+00:00","gate":null},"version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"e49c742d0e49c0440fa93b8d46fc32a918d62c9f35080df41a5cfb6daf5b0cdc","install_name":"athola-friction-detector","version_id":"de5e85e3-eddf-42f8-ab77-d2988747b18f","body_sha256":"e49c742d0e49c0440fa93b8d46fc32a918d62c9f35080df41a5cfb6daf5b0cdc","render_hash":"50ae74ad6e441c6809988d99233e9ed89eb7cd7cecbccd27479fd2a083b826bf","raw_url":"https://app.decimal.ai/s/athola-friction-detector/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/athola-friction-detector"}