sparc-methodology

Orchestrate AI agents through a test-driven software development methodology.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/thepingdoctor/kumo-mta-ui --skill sparc-methodology-thepingdoctor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sparc-methodology
Source: https://github.com/thepingdoctor/kumo-mta-ui/tree/main/.claude/skills/sparc-methodology
Command: npx skills add https://github.com/thepingdoctor/kumo-mta-ui --skill sparc-methodology-thepingdoctor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Software development can be unstructured and prone to errors, especially with multi-agent teams. SPARC provides a systematic, test-driven methodology that orchestrates AI agents through every phase, ensuring quality, efficiency, and consistent outcomes from specification to completion.

Core Features & Use Cases

  • 17 Specialized Modes: From coder and architect to researcher and reviewer, SPARC offers agents for every development task.
  • Test-Driven Development (TDD): Integrates a robust TDD workflow, ensuring tests are written before implementation for higher code quality.
  • Parallel Execution & Memory Integration: Achieves 2.8-4.4x speed improvements through concurrent agent coordination and persistent knowledge sharing.
  • Use Case: Develop a new user authentication feature. SPARC orchestrates a researcher for best practices, an architect for design, a tdd agent for implementation and testing, and a reviewer for quality assurance, all working in parallel and sharing context via memory.

Quick Start

Execute specific mode (e.g., coder)

npx claude-flow sparc run coder "implement user authentication with JWT"

Execute TDD workflow

npx claude-flow sparc tdd "shopping cart feature with payment integration"

List all available modes

npx claude-flow sparc modes