{"slug":"asgard-ai-platform-algo-rank-bayesian","source_name":"asgard-ai-platform/algo-rank-bayesian","name":"Asgard AI Platform/Algo Rank Bayesian","description":"Apply Bayesian averaging to rank items by combining observed ratings with prior expectations. Use this skill when the user needs to rank items with varying review counts, build a 'top rated' list that handles low-sample items fairly, or implement IMDB-style weighted rating — even if they say 'weighted average rating', 'IMDB formula', or 'ranking with prior'.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":26,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T03:02:13.077660+00:00"},"skill_score":0.9565000000000001,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":95.7,"without_pass_pct":82.6,"tokens_delta_pct":26,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T03:02:13.077660+00:00","run_id":"dd788e5f-8b6f-4b88-8c01-9811ff6d3ba4","latest_attempt":{"id":"dd788e5f-8b6f-4b88-8c01-9811ff6d3ba4","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-28T03:02:13.077660+00:00","gate":null},"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":"MIT","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"77dc38a90180ea733fb4a10acffd9b6b7ce3186b9bd16f145c2f01da08a22e9d","install_name":"asgard-ai-platform-algo-rank-bayesian","version_id":"7c6f360e-aed7-4a0f-a8c6-741d9c2c155f","body_sha256":"77dc38a90180ea733fb4a10acffd9b6b7ce3186b9bd16f145c2f01da08a22e9d","render_hash":"b9feca8e27f5ddeba13d2518eb87c9d15a79ade080e84530ac099ad377dfd99b","raw_url":"https://app.decimal.ai/s/asgard-ai-platform-algo-rank-bayesian/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/asgard-ai-platform-algo-rank-bayesian"}