{"slug":"lawve-ai-epistemic-fault-line-audit-ignacio-adrian-lerer","source_name":"lawve-ai/epistemic-fault-line-audit-ignacio-adrian-lerer","name":"Lawve AI/Epistemic Fault Line Audit Ignacio Adrian Lerer","description":"Audits legal AI outputs, prompts, skills, workflows and MCP/tool instructions for fluent but unsupported reasoning, missing evidence, overconfidence, hidden assumptions, weak causal links and absent human-review gates.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":5.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T16:39:22.808124+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":72.7,"without_pass_pct":22.7,"tokens_delta_pct":5.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T16:39:22.808124+00:00","run_id":"c4a22d73-b0bc-4662-b7cb-161cb4a29636","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":"agpl-3.0","install_count":0,"manifest_hash":"449dcd70c619e68f7ec4e62c0d1a618bf33bf3a144e52e51e3e68dbe49f0d01e","raw_url":"https://app.decimal.ai/s/lawve-ai-epistemic-fault-line-audit-ignacio-adrian-lerer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lawve-ai-epistemic-fault-line-audit-ignacio-adrian-lerer"}