gpd-plan-phase

Phase planning for tokamak plasma research generates executable workflows with integrated verification steps. You need these loops to ensure mathematical rigor, validate deliverables, and maintain traceability across contract requirements during research execution.

To generate a PLAN.md execution prompt, run the planning tool with a target phase. It ingests ROADMAP, STATE, and CONTEXT data to produce context-aware plans featuring acceptance tests, anchor references, and discrepancy handling.

Yes, you can create reusable phase templates for tokamak plasma artifact generation. The planning process meets requirements for contract completeness and traceability, ensuring templates remain robust and verification-ready across multiple research phases.

The best way to integrate acceptance tests is using context-aware planning that ingests phase ROADMAP and STATE data. This ensures generated plans include validation steps, anchor references, and discrepancy handling directly within the workflow structure.

Verification-ready plans handle discrepancies by embedding discrepancy handling protocols directly into the PLAN.md structure. This ensures mathematical rigor checkpoints and validation steps catch and address execution errors against contract requirements.

Yes, phase planning requires ROADMAP, STATE, and CONTEXT data as inputs. Ingesting this context data is essential to tailor plans to contract requirements and ensure mathematical rigor checkpoints match the specific research phase.