RDI-AgentBeats-MAS-GraphJudge

Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.

Interactive Q&A to build UserStory.md from user input. Use when the user wants to create a user story document or start the assisted workflow.

Generates prd.json task tracking file from PRD.md requirements document. Use when initializing Ralph loop or when the user asks to convert PRD to JSON format for autonomous execution.

Transforms UserStory.md into PRD.md by extracting features and converting user stories into functional requirements.

Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.

Provides concise, focused code reviews matching exact task complexity requirements. Use when reviewing code quality, security, or when the user asks for code review.

Writes tests following TDD (using pytest and Hypothesis) and BDD best practices. Use when writing unit tests, integration tests, or BDD scenarios.

Compacts verbose context into structured summary. Use after pollution sources (searches, logs, JSON) or at phase milestones.

Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design work.

Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.