notebook-to-agilab-project

To convert local notebooks into a reproducible analytics workflow, migrate 2-6 notebooks into an AGILAB project. This process exposes ANALYSIS notebooks and generates a lab_stages.toml file to capture stable run evidence.

An artifact contract in notebook migration is a generated configuration that satisfies workflow import and export requirements. It captures run evidence to ensure your analytics results remain reproducible across different AGILAB environments.

Migrating more than six notebooks into an AGILAB project is not the intended use case. This notebook migration skill specifically applies to small sets of 2-6 local notebooks to ensure proper artifact contract generation and workflow exposure.

The lab_stages.toml file works for notebook reproducibility by defining the conceptual workflow view of your project trajectory. It structures the migrated analytics stages so imported workflows produce stable run evidence.

The best way to hand off exploratory notebook analytics is converting them into a portable AGILAB project. This replaces scattered local notebooks with artifact-backed workflows, ensuring reproducible results for downstream engineers.