What problem does it solve? Fuzzy goals and design briefs often stall at the implementation stage because no one has broken them into concrete, verifiable tasks. This Skill turns an approved architect brief into a deterministic plan that any agent or future session can execute without clarification. ## Core Features & Use Cases - Task Decomposition: Breaks a goal into atomic, bounded tasks with explicit files, dependencies, and validation criteria. - Mandatory Test Strategy: Requires unit, integration, and acceptance criteria as part of every plan, not as an afterthought. - Risk and Entropy Estimation: Captures risks with mitigations and estimates change scope as GREEN, YELLOW, or RED zones. - Use Case: After an architect approves a design for a new monitoring feature, use this Skill to produce a sequenced task table with dependencies and validation steps that a builder agent can execute cold-start. ## Quick Start Ask the agent to convert the approved design brief into a structured autonomy plan with tasks, dependencies, and a test strategy.