{"slug":"openmatter-network-ai-candidate-data-control","source_name":"openmatter-network/ai-candidate-data-control","name":"Openmatter Network/AI Candidate Data Control","description":"Use when an AI/ML selection tool uses data the candidate does not control or did not knowingly provide — scraped social-media/Internet data, or incidental data like facial micro-expressions, voice, and appearance — Concern 8 of Tippins, Oswald & McPhail (2021). Covers the loss of applicant control, job-irrelevance and \"is it fair,\" reputation-scrubbing services and adverse impact, the absence of a clear legal/ethical rule, informed consent (Illinois AIVI Act), and the range of policy approaches.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":37.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T14:16:03.520354+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":86.4,"without_pass_pct":77.3,"tokens_delta_pct":37.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T14:16:03.520354+00:00","run_id":"c37a9bd2-40f0-4c81-9f40-fb38e60d3d03","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":"a86cd5a5ea4e8eb0042fb479fa3c4b2a25ee2de87e0777093beeb181670cad12","raw_url":"https://app.decimal.ai/s/openmatter-network-ai-candidate-data-control/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openmatter-network-ai-candidate-data-control"}