mylukin

Break down PRD into atomic, testable tasks using CLI for modular storage

Autonomous implementation loop with TDD, fresh agents per task, and self-healing

Interactive requirement clarification through structured questions and PRD generation

Autonomous language and framework detection for any programming language. Use when user asks to "detect language", "what language is this project", or when initializing ralph-dev for a new project.

Autonomous end-to-end development from requirement to delivery. Use when user wants complete automation, "build X for me", or full feature implementation without manual steps.

Systematic error recovery using root cause investigation before fixes

Two-stage code review, quality gates, and automated delivery (commit + PR)

Implements a single task following the next → implement → check → done workflow with TDD support. Use when working on one specific task, implementing a single feature from the backlog, or following TDD red-green-refactor cycle. Triggers on 'next task', 'next…

Executes unattended batch processing of all pending tasks with autonomous decision-making. Use when running all tasks automatically, batch processing without supervision, completing entire feature backlog, or working on a specific task by ID. Triggers on 'run…

Multi-role requirement analysis and task breakdown workflow using 4 specialized AI agents (PM, UX, Tech, QA). Each agent conducts web research before analysis to gather industry best practices, case studies, and current trends. Supports Quick Mode (parallel,…

Creates AI agent task management structure with feature backlog (ai/tasks/), TDD enforcement, and progress tracking. Use when setting up agent-foreman, initializing feature-driven development, creating task backlog, or enabling TDD mode. Triggers on 'init…

Scans codebases to generate architecture documentation (ARCHITECTURE.md). Use when joining an existing project, understanding codebase structure, exploring project architecture, or preparing for agent-foreman init. Triggers on 'analyze project', 'understand…

Get multi-model AI consensus on complex questions using Claude, Codex, and Gemini

Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration.…