{"slug":"sylvanus4-automl-train","source_name":"sylvanus4/automl-train","name":"Sylvanus4/Automl Train","description":"Schema-gated hyperparameter search (HPO/AutoML) skill for any training backend. Owns the closed loop — baseline eval, a validated search space, N trials, metric scrape, next-config recommendation, and an independent final eval of the best checkpoint — while deferring the single training run to whatever trainer you already have (Kubeflow Trainer v2, Ray Tune, SLURM, a local subprocess). Use when \"hyperparameter search\", \"HPO\", \"AutoML\", \"tune the fine-tune\", \"sweep\". Do NOT use for a single train","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":-1.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T09:27:01.884891+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":72.73,"with_pass_pct":86.4,"without_pass_pct":13.6,"tokens_delta_pct":-1.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T09:27:01.884891+00:00","run_id":"9ea0a818-6b01-4614-8fbf-92cef266eee9","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":"35fd5bc0907a9abde87375e9af8084abe13b2f8a26babed78617c71b84e96a79","raw_url":"https://app.decimal.ai/s/sylvanus4-automl-train/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/sylvanus4-automl-train"}