sparc-methodology
SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/ruvnet/ruflo --skill sparc-methodology- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads sparc-methodology automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
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
| Script | Path | Description |
|---|---|---|
sparc-init | .agents/scripts/sparc-init.sh | Initialize SPARC workflow for a new feature |
sparc-review | .agents/scripts/sparc-review.sh | Run SPARC phase review checklist |
References
| Document | Path | Description |
|---|---|---|
SPARC Overview | docs/sparc.md | Complete SPARC methodology guide |
Phase Templates | docs/sparc-templates.md | Templates for each SPARC phase |
Best Practices
- Check memory for existing patterns before starting
- Use hierarchical topology for coordination
- Store successful patterns after completion
- Document any new learnings
FAQ
What does the sparc-methodology skill do?
SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.
How do I install sparc-methodology?
Run npx skills add https://github.com/ruvnet/ruflo --skill sparc-methodology in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/sparc-methodology/ (personal) or .claude/skills/sparc-methodology/ (project).
Which AI agents can use sparc-methodology?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is sparc-methodology safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains sparc-methodology?
It is published by ruvnet in ruvnet/ruflo. It has 1,167 recorded installs.
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