{"slug":"didhd-sagemaker-optimize","source_name":"didhd/sagemaker-optimize","name":"Didhd/Sagemaker Optimize","description":"Find an optimized serving configuration for a model with Amazon SageMaker AI inference recommendations, then deploy it — so you can show a before/after speed-up versus the baseline benchmark. Covers both config search (best instance + serving knobs) and deep optimization (speculative decoding / EAGLE 3, quantization, kernel tuning). Use when the user asks to optimize, speed up, tune, or get a recommendation for a deployed or to-be-deployed model.","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":34.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T08:55:18.420982+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":90.9,"without_pass_pct":27.3,"tokens_delta_pct":34.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T08:55:18.420982+00:00","run_id":"620ac0b0-600d-4cf0-865a-1d6cc8860fcd","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":"Apache-2.0","install_count":0,"manifest_hash":"60aab81848af0feebe2b414366fca65b54dd7b6f607bd955f3c462d3f66116bf","raw_url":"https://app.decimal.ai/s/didhd-sagemaker-optimize/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/didhd-sagemaker-optimize"}