{"slug":"openmatter-network-ai-selection-tech-data-algorithms","source_name":"openmatter-network/ai-selection-tech-data-algorithms","name":"Openmatter Network/AI Selection Tech Data Algorithms","description":"Use FIRST when evaluating, classifying, or comparing any AI-based or technologically enhanced personnel selection tool — to separate the three independent things it combines: technologies, data, and algorithms (Tippins, Oswald & McPhail, 2021). Establishes that a technology is never \"universally valid,\" that data range from intentional to incidental, and that ML effectiveness depends more on data quality than algorithm choice. Triggers: \"evaluate an AI hiring tool\", \"is this video-interview/game","version":1,"lift":{"pass_rate_delta_pts":47.83,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":39.9,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T14:17:29.372995+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":47.83,"with_pass_pct":100,"without_pass_pct":52.2,"tokens_delta_pct":39.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-03T14:17:29.372995+00:00","run_id":"1a2750ed-0cb0-412b-a5c2-8ec3104787e9","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":"0a3680eae748aecdf2b14e7eadb2e7c8fce02ba7c71ac3e81b39f4d4435cdb0c","raw_url":"https://app.decimal.ai/s/openmatter-network-ai-selection-tech-data-algorithms/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openmatter-network-ai-selection-tech-data-algorithms"}