sp_planning

Bite-sized task breakdown converts specs into structured workflows with file maps, test-driven steps, and commit notes. It enforces phase-focused planning from file structure mapping to execution handoff with explicit references.

Test-driven development planning maps requirements to concrete file paths and defines tasks with failing tests written before implementation. It handles multi-stack scenarios by producing structured workflows with explicit commit notes and execution handoff steps.

Planning git commits during feature implementation is best handled by generating a structured workflow with explicit commit notes attached to bite-sized tasks. This ensures each test-driven step has clear file mappings and execution references.

Yes, you can use this planning approach for product planning and engineering workflows. It handles multi-stack scenarios by producing structured workflows with file maps, bite-sized tasks, and test-driven steps applicable to diverse software development contexts.

The phases of structured implementation planning are Phase 1 file structure mapping, Phase 2 task definitions, Phase 3 self-review, and Phase 4 execution handoff with explicit references. This enforces a complete, test-driven workflow from spec to actionable plan.

You need to supply a spec or requirements to generate a complete, bite-sized implementation plan. The planning process uses these inputs to produce concrete file paths, tests, and handoff steps for the structured workflow.