Pipeline Template Reference

Skill: Pipeline Template Reference

The canonical scaffold is arnold_pipelines/_template/. It shows the minimum required contract for a native-first pipeline:

• build_pipeline() returns arnold.pipeline.Pipeline with a non-null native_program.
• Module-level metadata with driver=("native", "<kind>") and supported_modes containing "native".
• Native declarations in pipelines.py using @pipeline, @phase, @decision, parallel, compile_pipeline, and project_graph.

Native-First Authoring Shape

For native-first authoring, organise components as package-local exports: pipelines.py owns the native declaration topology. Supporting modules (steps.py, prompts.py, policies.py, schemas.py, subflows.py) may be imported by the native declaration, but the declaration itself is the single source of topology truth.

The build_pipeline() entrypoint compiles the native program and projects it into a Pipeline shell. The shell exists for discovery and validation. The runtime executes the native program directly.

Dispatch Substrate Boundary

The native_program field is a dispatch substrate, not a final compositional surface. It proves the package is executable by the native runtime, but it does not lock in panel synthesis, join delegation, parallel merge strategy, subpipeline ownership, or Capsule projection. Those concerns belong to later Megaplan layers above the dispatch boundary.

What NOT to Use

Do not use these patterns in new packages built from the template:

• Graph-first authoring with arnold.workflow.Pipeline, Step, Route.
• Native-as-opt-in or dual-mode (graph + native) packages — the template is native-first and single-mode.
• _legacy.py, graph fallback builders, compatibility namespaces, shim packages, or temporary wrapper modules.
• --driver graph scaffolding or manual graph construction.
• Hand-authored WorkflowManifest, NativeProgram builder objects, or _forward_m2_m3 graph objects in build_pipeline().

Derived manifests, catalogs, and projection artifacts are compiler output, not package source.