# ZenML Scoping

> Decompose ambitious ML workflows into pipeline architectures

**Subcategory:** ZenML  
**License:** MIT  
**Source:** https://github.com/zenml-io/skills/blob/main/skills/zenml-scoping/skills/scoping/SKILL.md

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## When it is useful

Scope complex or over-engineered MLOps plans into realistic multi-pipeline ZenML architectures before authoring code; produce pipeline_architecture.md.

## The 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.