{"slug":"a5c-ai-stencil-convolution","source_name":"a5c-ai/stencil-convolution","name":"A5c AI/Stencil Convolution","description":"Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":133.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-29T15:13:55.443227+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":100,"without_pass_pct":68.2,"tokens_delta_pct":133.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-29T15:13:55.443227+00:00","run_id":"e189034c-8753-4ebd-948b-0b297f47a0d6","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":"2710c988c6b389adc83829e34d8eab15b833fcc7893ca638dc126ce7db6118d2","raw_url":"https://app.decimal.ai/s/a5c-ai-stencil-convolution/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/a5c-ai-stencil-convolution"}