classify-product-state

Brownfield levels 0-3 indicate the maturity of an existing product codebase, ranging from minimal code to complex established systems. Classifying this level helps determine the recommended entry point for onboarding and automation workflows.

You can classify a product repository for onboarding automation by invoking the classification process using a product slug and an optional repo path. It reads planning signals and returns a structured JSON with a recommended action without mutating the repository.

The brownfield classification process does not modify your repository files. It safely reads planning and codebase signals to output a structured JSON state-vector, ensuring the inspected repository remains completely unmutated.

For a level 2 brownfield codebase, the recommended entry point is determined by analyzing specific codebase signals. The classification outputs a structured JSON suggesting either platform-init, autopilot, or brownfield-onboard based on the detected maturity.

You can use a product slug without a repo path to classify brownfield state. The classification process accepts the slug as required input and uses optional repo path data to generate the structured JSON state-vector.