{"slug":"athola-loop-optimization","source_name":"athola/loop-optimization","name":"Athola/Loop Optimization","description":"Decides hand-vs-compiler for loop transforms (unrolling, SIMD, fusion, hoisting). Use when reviewing/authoring a hot loop or tempted to hand-optimize one.","version":2,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":38.6,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T23:00:52.858257+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":100,"without_pass_pct":95.5,"tokens_delta_pct":38.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-20T23:00:52.858257+00:00","run_id":"782f78e0-f369-4f5d-98f1-83013614b966","version_number":2,"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":"3367cca7dd1289ac5720f2a0b8dd7338ea870de6731960157dfb3eaff485dd37","raw_url":"https://app.decimal.ai/s/athola-loop-optimization/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/athola-loop-optimization"}