hpd-pipeline#

Follow the stage contract in {baseDir}/references/project-pipeline.md.

Preferred mode#

• If the lobster CLI is available on PATH, prefer a Lobster workflow.
• If lobster is unavailable, run the same stages sequentially in one turn and mark lobster_ready: false.

Required output sections#

• brief
• cost_estimate
• bom
• assembly_plan
• render_prompt
• software_spec when needed
• tester_report
• artifact_manifest
• completion_summary

Optional artifact fields#

Use these when real outputs exist. If they do not exist, say so explicitly instead of implying they were produced.

• render_image
• cad_step_path
• cad_stl_paths
• assembly_doc_path
• source_code_path
• firmware_build_path

Rules#

• Keep outputs Notion-first.
• Do not claim STEP/STL or validated firmware unless it was actually produced.