{"slug":"brycewang-stanford-verification-loop","source_name":"brycewang-stanford/verification-loop","name":"Brycewang Stanford/Verification Loop","description":"This skill should be used when the user asks to \"verify code\", \"run verification\", \"check quality\", \"validate changes\", or before creating a PR. Provides comprehensive verification including build, type check, lint, tests, security scan, and diff review.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":27.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T22:26:05.720685+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":81.8,"without_pass_pct":54.5,"tokens_delta_pct":27.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T22:26:05.720685+00:00","run_id":"6163c346-20b0-4c32-b70f-70cdde90dfb5","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":"NOASSERTION","install_count":0,"manifest_hash":"019170010bd48b1cfa173d741c3399e8247693963d73c0d8377c221cb0482547","raw_url":"https://app.decimal.ai/s/brycewang-stanford-verification-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-verification-loop"}