{"slug":"mle-workflow","source_name":"mle-workflow","name":"Mle Workflow","description":"Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":18.2,"total_cases":22,"passed_cases":4,"tokens_delta_pct":196.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T17:57:39.541334+00:00"},"skill_score":0.1818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":18.2,"without_pass_pct":0,"tokens_delta_pct":196.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T17:57:39.541334+00:00","run_id":"1668c00b-d022-4534-9a8d-3f1237d9d0a0","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"44e3499f0e4bd4bf9d060360fd81a3632eb961bb4b4c8014e473a22bc0731146","raw_url":"https://app.decimal.ai/s/mle-workflow/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mle-workflow"}