{"slug":"okhp3-okhp3-equilibrium-review","source_name":"okhp3/okhp3-equilibrium-review","name":"Okhp3/Okhp3 Equilibrium Review","description":"Evaluate a document, report, spreadsheet, hypothesis, decision memo, or Agent Skill with independent evidence review, conditional disruption, and evidence-based adjudication. Use when testing whether an artifact is trustworthy, sufficiently supported, safe to act on, or ready to release. Also activate for multi-agent review design, falsification passes, claim ledgers, or structured quality gates. Do not use as a substitute for a domain-specific statistical, legal, medical, or security review.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":96.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T06:54:49.816560+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":81.8,"without_pass_pct":45.5,"tokens_delta_pct":96.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-04T06:54:49.816560+00:00","run_id":"b83bd3c8-3af0-40aa-bd88-262048ea563b","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":"3e0fba3b0273ca62b9333d4c9276481af7dcd1be2054b401b9120f377b699681","raw_url":"https://app.decimal.ai/s/okhp3-okhp3-equilibrium-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/okhp3-okhp3-equilibrium-review"}