{"slug":"yogsoth-ai-elegance-trap-probe","source_name":"yogsoth-ai/elegance-trap-probe","name":"Yogsoth AI/Elegance Trap Probe","description":"Strategy: Attack a beautiful unified result on the suspicion that its beauty is the bug. Distinguishes EARNED simplicity (forbids/predicts/subsumes) from DECORATIVE simplicity (re-describes/relabels/accommodates). Directly serves the Occam aesthetic by making it a falsifiable bar, not a vibe. Methods: Sober parsimony-as-evidence, MDL, Meehl risky prediction, accommodation-vs-prediction.","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":31.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-22T21:24:02.084567+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":72.73,"with_pass_pct":90.9,"without_pass_pct":18.2,"tokens_delta_pct":31.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-22T21:24:02.084567+00:00","run_id":"126327ad-eff6-44ec-a98e-b3557ab6a529","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":"379f66c93aecca441dee33d12e9e021b5885a8c80eaaefbbfb638f074dad3a5b","raw_url":"https://app.decimal.ai/s/yogsoth-ai-elegance-trap-probe/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-elegance-trap-probe"}