{"slug":"aperivue-deidentify","source_name":"aperivue/deidentify","name":"Aperivue/Deidentify","description":"De-identify clinical research data before LLM-assisted analysis. Standalone Python CLI detects PHI via regex + heuristics with 10 country locale packs (kr, us, jp, cn, de, uk, fr, ca, au, in). Interactive terminal review. No LLM touches raw data — the script runs locally without any network or AI calls.","version":1,"lift":{"pass_rate_delta_pts":58.33,"pass_rate_pct":100,"total_cases":24,"passed_cases":24,"tokens_delta_pct":76.9,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-27T08:31:30.472563+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":58.33,"with_pass_pct":100,"without_pass_pct":41.7,"tokens_delta_pct":76.9,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-27T08:31:30.472563+00:00","run_id":"42860a14-fabd-441f-812a-fe7d9a396d11","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":"efaa27494fe0237e4f3bf81d6f03e3d2e0708a28030ecce1d28a826beeaa2554","raw_url":"https://app.decimal.ai/s/aperivue-deidentify/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aperivue-deidentify"}