Which testing frameworks are compatible with SPARC?

SPARC is framework-agnostic but provides built-in patterns for popular tools like Jest, Vitest, Playwright, Cypress, and Mocha.

What is the difference between the 'coder' and 'tdd' modes?

While 'coder' focuses on autonomous code generation and refactoring, 'tdd' specifically enforces a test-first cycle, writing failing tests before implementing minimum viable code.

What does the SPARC acronym stand for?

SPARC stands for Specification, Pseudocode, Architecture, Refinement, and Completion, representing the five core phases of this development methodology.

How does this skill improve development speed?

It uses multi-agent orchestration and batch execution to run tasks in parallel, often achieving 2.8x to 4.4x speed improvements over sequential processing.

Can SPARC manage its own memory across sessions?

Yes, it includes a memory-manager mode that handles cross-session persistence, building knowledge graphs and tracking decisions across different agents.

SPARC Methodology for Claude Flow

Name: SPARC Methodology for Claude Flow
Author: ellisapotheosis

byellisapotheosis

0•

생산성 및 워크플로

Orchestrates multi-agent development workflows using the systematic SPARC methodology for specification, architecture, and testing.

The SPARC Methodology skill provides a comprehensive framework for managing the entire software development lifecycle within Claude. By breaking tasks into Specification, Pseudocode, Architecture, Refinement, and Completion phases, it enables structured multi-agent orchestration across 17 specialized modes. Whether conducting deep technical research, implementing TDD-driven features, or performing automated code reviews, this skill leverages parallel execution and persistent memory to accelerate development cycles by up to 4.4x while maintaining high quality and architectural consistency.

주요 기능

01Parallel agent execution for high-throughput development tasks

020 GitHub stars

0317 specialized modes including Orchestrator, Architect, Coder, and TDD

04Adaptive swarm coordination with hierarchical and mesh topologies

05Automated Red-Green-Refactor workflows for test-driven development

06Persistent memory integration for cross-agent knowledge sharing

사용 사례

01Automating high-coverage unit and integration testing via the TDD mode

02Scaling development velocity through concurrent multi-agent code generation and review

03Orchestrating complex full-stack feature implementation from specification to deployment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ellisapotheosis/project-nyra sparc-methodology

For use in Claude.ai and ChatGPT

Download Skill