{"slug":"nvidia-tao-run-automl-deft-pipeline","source_name":"nvidia/tao-run-automl-deft-pipeline","name":"Nvidia/Tao Run Automl Deft Pipeline","description":"Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to \"run the AOI workflow\", \"fine-tune my PCB AOI model end-to-end\", \"improve my AOI ChangeNet model\", or \"AOI workflow with AutoML\" request — route here instead of tao-run-deft-aoi directly unless the user explicitly asks for the DEFT loop ONLY (e.g. \"run JUST the D","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":117.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T23:28:50.483324+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":86.4,"without_pass_pct":22.7,"tokens_delta_pct":117.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-12T23:28:50.483324+00:00","run_id":"8cd32c8a-2e05-4bc1-8de5-0853ad39810c","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":"05becb5d86e11a4cd11d20f704ce90fdd0b5e5f2addf9b7d381cb5f652283624","raw_url":"https://app.decimal.ai/s/nvidia-tao-run-automl-deft-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-run-automl-deft-pipeline"}