{"slug":"tzachbon-reality-verification","source_name":"tzachbon/reality-verification","name":"Tzachbon/Reality Verification","description":"This skill should be used when the user asks to \"verify a fix\", \"reproduce failure\", \"diagnose issue\", \"check BEFORE/AFTER state\", \"VF task\", \"reality check\", \"check test quality\", \"mock-only tests\", or needs guidance on verifying fixes by reproducing failures before and after implementation, or detecting mock-heavy test anti-patterns.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":2.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T03:25:37.464434+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":72.7,"without_pass_pct":40.9,"tokens_delta_pct":2.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T03:25:37.464434+00:00","run_id":"22481b36-87a4-4cde-8640-7b224dff9b0e","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":"e81f774aa97f3482d8ea035081152acbaf361ce00f21e4b55e6d8b9a8f6842fb","raw_url":"https://app.decimal.ai/s/tzachbon-reality-verification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tzachbon-reality-verification"}