Sparc Methodology

Sparc Methodology Skill

Purpose

SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding.

When to Trigger

• new feature implementation
• complex implementations
• architectural changes
• system redesign
• integration work
• unclear requirements

When to Skip

• simple bug fixes
• documentation updates
• configuration changes
• well-defined small tasks
• routine maintenance

Commands

Specification Phase

Define requirements, acceptance criteria, and constraints

npx @claude-flow/cli hooks route --task "specification: [requirements]"

Example:

npx @claude-flow/cli hooks route --task "specification: user authentication with OAuth2, MFA, and session management"

Pseudocode Phase

Write high-level pseudocode for the implementation

npx @claude-flow/cli hooks route --task "pseudocode: [feature]"

Example:

npx @claude-flow/cli hooks route --task "pseudocode: OAuth2 login flow with token refresh"

Architecture Phase

Design system structure, interfaces, and dependencies

npx @claude-flow/cli hooks route --task "architecture: [design]"

Example:

npx @claude-flow/cli hooks route --task "architecture: auth module with service layer, repository, and API endpoints"

Refinement Phase

Iterate on the design based on feedback

npx @claude-flow/cli hooks route --task "refinement: [feedback]"

Example:

npx @claude-flow/cli hooks route --task "refinement: add rate limiting and brute force protection"

Completion Phase

Finalize implementation with tests and documentation

npx @claude-flow/cli hooks route --task "completion: [final checks]"

Example:

npx @claude-flow/cli hooks route --task "completion: verify all tests pass, update API docs, security review"

SPARC Coordinator

Spawn SPARC coordinator agent

npx @claude-flow/cli agent spawn --type sparc-coord --name sparc-lead

Scripts

References

Best Practices

1. Check memory for existing patterns before starting
2. Use hierarchical topology for coordination
3. Store successful patterns after completion
4. Document any new learnings

Source: ruvnet/ruflo → .agents/skills/sparc-methodology/SKILL.md