What problem does it solve? Turning a vague feature request into an actionable, dependency-aware implementation plan is time-consuming and error-prone. This Skill automates the discovery, clarification, and task breakdown process so autonomous TDD workers can execute in parallel without missing scope or hidden design decisions. ## Core Features & Use Cases - Discovery & Assumption Brainstorm: Explores the codebase, mines behavioral assertions from existing code, and enumerates hidden design axes a senior engineer would catch. - Structured Plan Generation: Creates a _plan.md with user stories, scope, success criteria, and numbered task files written as exact test descriptions with explicit dependencies forming a valid DAG. - Hook-Based Review Pipeline: Runs pre-plan and post-plan hook agents (e.g., devil's advocate) with fingerprint drift detection to validate the plan before execution. - Use Case: Describe "help me build user authentication with JWT" and receive a feature branch, a plan directory with dependency-ordered task files, and a ready-to-execute plan for the orchestrate skill. ## Quick Start Ask the assistant to help you build a new feature, such as "help me build user authentication with JWT", and it will discover your codebase, ask clarifying questions, and produce a structured task plan.