{"slug":"k-dense-ai-openpiv","source_name":"k-dense-ai/openpiv","name":"K Dense AI/Openpiv","description":"Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows, validating and replacing spurious PIV vectors, or computing vorticity, strain rate, and turbulence statistics from measured velocity fields.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":163.9,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T07:47:59.463916+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":100,"without_pass_pct":72.7,"tokens_delta_pct":163.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-09T07:47:59.463916+00:00","run_id":"94c1592f-3b7e-49d1-b8e0-f8e2147d0624","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":"BSD-3-Clause","install_count":0,"manifest_hash":"c41105df16ecc5cd6373f7713afa5acd9c6959deb9b22eec354e5d755d15b2e6","raw_url":"https://app.decimal.ai/s/k-dense-ai-openpiv/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-openpiv"}