Dev Swarm

Install and configure Node.js, npm, and pnpm using nvm. Use when setting up a Node.js environment.

Install and configure Python and uv. Use when setting up a Python environment.

Create and execute comprehensive tests including unit tests, integration tests, CLI tests, web/mobile UI tests, API tests, and log analysis. Find bugs, verify requirements, identify improvements, and create change/bug/improve backlogs. Use when testing implementations or ensuring quality.

Perform git partial merges (checkout specific folders from another branch) and squash merges (clean single-commit integration) to selectively integrate changes across branches.

Define the Minimum Viable Product scope, prioritize features, and establish success criteria to deliver the smallest testable product. Use when starting stage 03 (mvp) or when user asks to define MVP scope or prioritize features.

Create a comprehensive Product Requirements Document defining complete product behavior, functional and non-functional requirements, and user flows. Use when starting stage 05 (prd) or when user asks to define product requirements or acceptance criteria.

Review and audit code quality, architecture, and implementation. Verify code meets design specs, find bugs, identify improvements, and create change/bug/improve backlogs. Use when reviewing completed code, auditing implementations, or ensuring quality.

Set up DevOps infrastructure including GitHub repositories, CI/CD pipelines, containerization, and cloud infrastructure (AWS, RunPod). Use when starting stage 09 (devops) or when user asks about CI/CD, Docker, or cloud setup.

Archive the current project so the repo is ready for a brand-new project start from ideas.md. Use when user asks to archive the project or start a new project from ideas.md.

Plan and execute agile development sprints, breaking down product requirements into manageable backlogs with clear acceptance criteria and test plans. Use when starting stage 10 (sprints) or when user asks about sprint planning or backlog creation.

Create/Update detailed user personas and user stories based on market research and business requirements. Use when starting stage 02 (personas) or when user asks to create/update personas, user stories, or user journey maps.

Restore a project from 99-archive, a remote git repo, or a local codebase back to the workspace root, including reconstructing missing docs, stages, and sprints. Use when the user asks to resume work on an existing project.

Complete backlog implementation in feature-driven development. Read backlog requirements, reference implemented features, design approach, implement code, and document. Use when implementing features, changes, bug fixes, or improvements.

Deploy to production, configure infrastructure, set up monitoring, and prepare for launch. Use when starting stage 11 (deployment) or when user asks to deploy, go-live, or launch the product.

Transform raw ideas into structured business requirements by clarifying the problem, defining the solution, and identifying target users. Use when starting stage 00 (init-ideas) or when user asks to define business requirements from ideas.

Create detailed technical specifications translating architecture designs into implementation-ready documents, including API specs, database migrations, and testing strategies. Use when starting stage 08 (tech-specs) or when user asks about technical specifications or OpenAPI docs.

Run popular AI code agents (Claude Code, Codex, Gemini CLI) in headless or non-interactive mode for automation, scripting, and programmatic execution. Use when automating AI agent tasks or integrating into CI/CD pipelines.

Validate technical feasibility through proof of concepts, technology spikes, and prototypes before committing to full development. Use when starting stage 04 (tech-research) or when user asks to validate technical assumptions or create PoCs.

Draft a conventional commit message when the user asks to commit, commit changes, git commit, or save changes to git. Use when user says "commit", "commit this", "commit changes", "make a commit", or similar.