{"data":{"id":"zenml-scoping","name":"ZenML Scoping","tagline":"Decompose ambitious ML workflows into pipeline architectures","when":"Scope complex or over-engineered MLOps plans into realistic multi-pipeline ZenML architectures before authoring code; produce pipeline_architecture.md.","license":"MIT","sourceUrl":"https://github.com/zenml-io/skills/blob/main/skills/zenml-scoping/skills/scoping/SKILL.md","catch":"Loud: OSS self-host Free forever is the $0 path; Hosted Cloud/Pro paid (Cloud 14-day trial then paid). Do not reprint Pro $399. Distinct from MLflow and W&B. Architecture interview, not a mega-pipeline dump."},"links":{"self":"/api/skills/zenml-scoping","html":"/skills/zenml-scoping","markdown":"/skills/zenml-scoping.md","collection":"/api/skills"}}