{"slug":"leoyeai-botlearn-mental-models","source_name":"leoyeai/botlearn-mental-models","name":"Leoyeai/Botlearn Mental Models","description":"A latticework thinking advisor built on Charlie Munger's mental models framework. Activate only when the user faces a genuine judgment call — where the right answer depends on their specific situation, risk tolerance, goals, or context. Do NOT activate for: (1) information retrieval with standard answers, (2) execution tasks where the user is asking for help implementing something — even if phrased as \"what do you think\" or \"how would you approach this\", (3) casual or ambiguous phrasing mid-task","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":110.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-06T22:41:39.259675+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":90.9,"without_pass_pct":22.7,"tokens_delta_pct":110.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-06T22:41:39.259675+00:00","run_id":"fd44ae20-692e-4b12-9624-420058f9a375","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,"manifest_hash":"0603e66960d1df6339bd74430b28932336f266f025cdc7424527c389c319a25b","raw_url":"https://app.decimal.ai/s/leoyeai-botlearn-mental-models/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/leoyeai-botlearn-mental-models"}