{"slug":"openmatter-network-validation-planning","source_name":"openmatter-network/validation-planning","name":"Openmatter Network/Validation Planning","description":"Use when planning or scoping a personnel-selection validation effort BEFORE data collection — to define the organization's needs, objectives, and constraints, specify the proposed uses and inferences, decide whether existing evidence suffices or new evidence is needed, and choose a validation strategy (criterion-related, content, internal structure, or generalization). Triggers: \"plan a validation study\", \"which validation strategy\", \"do we need a local validity study\", \"scope a selection projec","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":39.4,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T14:07:03.772780+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":100,"without_pass_pct":86.4,"tokens_delta_pct":39.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-03T14:07:03.772780+00:00","run_id":"2254376e-bf7b-4034-98eb-028e365e3292","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":"c5aa24aa71669fc3c449ea3f67a3d92e4ed6e907a66707d11ef6c39148936159","raw_url":"https://app.decimal.ai/s/openmatter-network-validation-planning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openmatter-network-validation-planning"}