{"slug":"openmatter-network-ai-job-analysis-and-relevancy","source_name":"openmatter-network/ai-job-analysis-and-relevancy","name":"Openmatter Network/AI Job Analysis And Relevancy","description":"Use when checking whether an AI/ML selection tool is grounded in an adequate analysis of work and is demonstrably job-related — Concerns 2-3 of Tippins, Oswald & McPhail (2021). Covers whether a job analysis is necessary (even with a strong criterion-related relationship), acceptable forms and rigor, O*NET and competency-model limits, collecting task importance ratings, SME-judgment agreement, and the legal meaning of job relatedness. Triggers: \"does the AI tool need a job analysis\", \"is this al","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":64.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T14:01:43.570683+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":86.4,"without_pass_pct":81.8,"tokens_delta_pct":64.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T14:01:43.570683+00:00","run_id":"0d0f982d-e1d4-40cb-afe1-456958d89199","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":"6a9e1bcfd264ef745f037715a20dc89f349fbfd7388061f3847517af1e21df0c","raw_url":"https://app.decimal.ai/s/openmatter-network-ai-job-analysis-and-relevancy/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openmatter-network-ai-job-analysis-and-relevancy"}