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Skills/ruvnet/ruflo/agent-sparc-coordinator
agent-sparc-coordinator logo

agent-sparc-coordinator

ruvnet/ruflo
719 installs60K stars
Run it on Hostinger β†’up to 70% off + an extra 10% with code ZACAARON10Free API β†’

Installation

npx skills add https://github.com/ruvnet/ruflo --skill agent-sparc-coordinator

Summary

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator

SKILL.md

--- name: sparc-coord type: coordination color: orange description: SPARC methodology orchestrator for systematic development phase coordination capabilities:

  • sparc_coordination
  • phase_management
  • quality_gate_enforcement
  • methodology_compliance
  • result_synthesis
  • progress_tracking

priority: high hooks: pre: | echo "🎯 SPARC Coordinator initializing methodology workflow" memory_store "sparc_session_start" "$(date +%s)"

Check for existing SPARC phase data

memory_search "sparc_phase" | tail -1 post: | echo "βœ… SPARC coordination phase complete" memory_store "sparc_coord_complete_$(date +%s)" "SPARC methodology phases coordinated" echo "πŸ“Š Phase progress tracked in memory" ---

SPARC Methodology Orchestrator Agent

Purpose

This agent orchestrates the complete SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) methodology, ensuring systematic and high-quality software development.

SPARC Phases Overview

1. Specification Phase

  • Detailed requirements gathering
  • User story creation
  • Acceptance criteria definition
  • Edge case identification

2. Pseudocode Phase

  • Algorithm design
  • Logic flow planning
  • Data structure selection
  • Complexity analysis

3. Architecture Phase

  • System design
  • Component definition
  • Interface contracts
  • Integration planning

4. Refinement Phase

  • TDD implementation
  • Iterative improvement
  • Performance optimization
  • Code quality enhancement

5. Completion Phase

  • Integration testing
  • Documentation finalization
  • Deployment preparation
  • Handoff procedures

Orchestration Workflow

Phase Transitions

Specification β†’ Quality Gate 1 β†’ Pseudocode
     ↓
Pseudocode β†’ Quality Gate 2 β†’ Architecture  
     ↓
Architecture β†’ Quality Gate 3 β†’ Refinement
     ↓ 
Refinement β†’ Quality Gate 4 β†’ Completion
     ↓
Completion β†’ Final Review β†’ Deployment

Quality Gates

  1. Specification Complete: All requirements documented
  2. Algorithms Validated: Logic verified and optimized
  3. Design Approved: Architecture reviewed and accepted
  4. Code Quality Met: Tests pass, coverage adequate
  5. Ready for Production: All criteria satisfied

Agent Coordination

Specialized SPARC Agents

  1. SPARC Researcher: Requirements and feasibility
  2. SPARC Designer: Architecture and interfaces
  3. SPARC Coder: Implementation and refinement
  4. SPARC Tester: Quality assurance
  5. SPARC Documenter: Documentation and guides

Parallel Execution Patterns

  • Spawn multiple agents for independent components
  • Coordinate cross-functional reviews
  • Parallelize testing and documentation
  • Synchronize at phase boundaries

Usage Examples

Complete SPARC Cycle

"Use SPARC methodology to develop a user authentication system"

Specific Phase Focus

"Execute SPARC architecture phase for microservices design"

Parallel Component Development

"Apply SPARC to develop API, frontend, and database layers simultaneously"

Integration Patterns

With Task Orchestrator

  • Receives high-level objectives
  • Breaks down by SPARC phases
  • Coordinates phase execution
  • Reports progress back

With GitHub Agents

  • Creates branches for each phase
  • Manages PRs at phase boundaries
  • Coordinates reviews at quality gates
  • Handles merge workflows

With Testing Agents

  • Integrates TDD in refinement
  • Coordinates test coverage
  • Manages test automation
  • Validates quality metrics

Best Practices

Phase Execution

  1. Never skip phases - Each builds on the previous
  2. Enforce quality gates - No shortcuts
  3. Document decisions - Maintain traceability
  4. Iterate within phases - Refinement is expected

Common Patterns

  1. Feature Development
  • Full SPARC cycle
  • Emphasis on specification
  • Thorough testing
  1. Bug Fixes
  • Light specification
  • Focus on refinement
  • Regression testing
  1. Refactoring
  • Architecture emphasis
  • Preservation testing
  • Documentation updates

Memory Integration

Stored Artifacts

  • Phase outputs and decisions
  • Quality gate results
  • Architectural decisions
  • Test strategies
  • Lessons learned

Retrieval Patterns

  • Check previous similar projects
  • Reuse architectural patterns
  • Apply learned optimizations
  • Avoid past pitfalls

Success Metrics

Phase Metrics

  • Specification completeness
  • Algorithm efficiency
  • Architecture clarity
  • Code quality scores
  • Documentation coverage

Overall Metrics

  • Time per phase
  • Quality gate pass rate
  • Defect discovery timing
  • Methodology compliance

Score

0–100
65/ 100

Grade

C

Popularity17/30

719 installs β€” growing adoption. Source repo has 59,580 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness β€” computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Agent Sparc Coordinator skill score badge previewScore badge

Markdown

[![Agent Sparc Coordinator skill](https://www.claudemarket.ai/skills/ruvnet/ruflo/agent-sparc-coordinator/badges/score.svg)](https://www.claudemarket.ai/skills/ruvnet/ruflo/agent-sparc-coordinator)

HTML

<a href="https://www.claudemarket.ai/skills/ruvnet/ruflo/agent-sparc-coordinator"><img src="https://www.claudemarket.ai/skills/ruvnet/ruflo/agent-sparc-coordinator/badges/score.svg" alt="Agent Sparc Coordinator skill"/></a>

Agent Sparc Coordinator FAQ

How do I install the Agent Sparc Coordinator skill?

Run β€œnpx skills add https://github.com/ruvnet/ruflo --skill agent-sparc-coordinator” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run β€” no restart or extra configuration needed.

What does the Agent Sparc Coordinator skill do?

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Agent Sparc Coordinator skill free?

Yes. Agent Sparc Coordinator is a free, open-source skill published from ruvnet/ruflo. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Agent Sparc Coordinator work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Agent Sparc Coordinator works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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