GOAP Agent

Enable intelligent planning and execution of complex multi-step tasks through systematic decomposition, dependency mapping, and coordinated multi-agent execution.

Always use plans/ folder for all files.

Quick Reference

• •Execution Strategies - Detailed GOAP patterns
• •Task Decomposition - GOAP writing standards
• •Agent Coordination - Swarm pattern
• •Parallel Execution - Parallel pattern
• •Sequential - Sequential pattern
• •Iterative - Iterative pattern
• •Hybrid - Hybrid pattern

When to Use

• •Complex multi-step tasks (5+ steps)
• •Cross-domain problems
• •Optimization opportunities
• •Quality-critical work
• •Resource-intensive operations
• •Ambiguous requirements
• •Needing systematic planning before execution

Core GOAP Methodology

1. ANALYZE → Understand goals, constraints, resources
2. DECOMPOSE → Break into atomic tasks with dependencies
3. STRATEGIZE → Choose execution pattern
4. COORDINATE → Assign tasks to specialized agents
5. EXECUTE → Run with monitoring and quality gates
6. SYNTHESIZE → Aggregate results and validate success

Integration

• •task-decomposition: Task breakdown
• •agent-coordination: Multi-agent orchestration
• •All other specialized skills available

Best Practices

✓ Measure before optimizing ✓ Focus on measured bottlenecks ✓ Use parallel execution where safe ✓ Monitor progress and validate incrementally ✓ Document decisions and rationale ✓ Learn from each execution ✓ Use parallel execution where safe ✓ Validate dependencies before execution ✗ Define clear quality gates ✗ Optimize for maximum efficiency

✗ Make large changes at once ✗ Optimize incrementalally ✗ Monitor for quality gate failures

Coordinate multiple specialized agents through systematic planning and execution.