What problem does it solve?
This Skill removes ambiguity from implementation planning by producing fully deterministic, machine-parseable implementation plans for new features, refactors, upgrades, design changes, and infrastructure work so that AI agents or humans can execute each step without interpretation.
Core Features & Use Cases
- Structured, Atomic Phases: Produces phase-based plans composed of atomic, independently executable tasks with explicit completion criteria.
- Machine-parseable Specifications: Enforces templates with required front matter, standardized identifier prefixes (REQ-, TASK-, etc.), explicit file paths, and validation rules for automated verification.
- Use Case: Prepare a production-ready, versioned implementation plan to refactor an authentication module, including file-level edits, tests to add, and measurable validation steps.
Quick Start
Generate a complete, machine-readable implementation plan for migrating the local spool backend to an S3-compatible storage backend, including phase goals, TASK- IDs, exact file paths to change, and automated validation checks.