Files
agents/tools/multi-agent-optimize.md
Seth Hobson 3802bca865 Refine plugin marketplace for launch readiness
Plugin Scope Improvements:
- Remove language-specialists plugin (not task-focused)
- Split specialized-domains into 5 focused plugins:
  * blockchain-web3 - Smart contract development only
  * quantitative-trading - Financial modeling and trading only
  * payment-processing - Payment gateway integration only
  * game-development - Unity and Minecraft only
  * accessibility-compliance - WCAG auditing only
- Split business-operations into 3 focused plugins:
  * business-analytics - Metrics and reporting only
  * hr-legal-compliance - HR and legal docs only
  * customer-sales-automation - Support and sales workflows only
- Fix infrastructure-devops scope:
  * Remove database concerns (db-migrate, database-admin)
  * Remove observability concerns (observability-engineer)
  * Move slo-implement to incident-response
  * Focus purely on container orchestration (K8s, Docker, Terraform)
- Fix customer-sales-automation scope:
  * Remove content-marketer (unrelated to customer/sales workflows)

Marketplace Statistics:
- Total plugins: 27 (was 22)
- Tool coverage: 100% (42/42 tools referenced)
- Fat plugins removed: 3 (language-specialists, specialized-domains, business-operations)
- All plugins now have clear, focused tasks

Model Migration:
- Migrate all 42 tools from claude-sonnet-4-0/opus-4-1 to model: sonnet
- Migrate all 15 workflows from claude-opus-4-1 to model: sonnet
- Use short model syntax consistent with agent files

Documentation Updates:
- Update README.md with refined plugin structure
- Update plugin descriptions to be task-focused
- Remove anthropomorphic and marketing language
- Improve category organization (now 16 distinct categories)

Ready for October 9, 2025 @ 9am PST launch
2025-10-08 20:54:29 -04:00

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Markdown

---
model: sonnet
---
Optimize application stack using specialized optimization agents:
[Extended thinking: This tool coordinates database, performance, and frontend optimization agents to improve application performance holistically. Each agent focuses on their domain while ensuring optimizations work together.]
## Optimization Strategy
### 1. Database Optimization
Use Task tool with subagent_type="database-optimizer" to:
- Analyze query performance and execution plans
- Optimize indexes and table structures
- Implement caching strategies
- Review connection pooling and configurations
- Suggest schema improvements
Prompt: "Optimize database layer for: $ARGUMENTS. Analyze and improve:
1. Slow query identification and optimization
2. Index analysis and recommendations
3. Schema optimization for performance
4. Connection pool tuning
5. Caching strategy implementation"
### 2. Application Performance
Use Task tool with subagent_type="performance-engineer" to:
- Profile application code
- Identify CPU and memory bottlenecks
- Optimize algorithms and data structures
- Implement caching at application level
- Improve async/concurrent operations
Prompt: "Optimize application performance for: $ARGUMENTS. Focus on:
1. Code profiling and bottleneck identification
2. Algorithm optimization
3. Memory usage optimization
4. Concurrency improvements
5. Application-level caching"
### 3. Frontend Optimization
Use Task tool with subagent_type="frontend-developer" to:
- Reduce bundle sizes
- Implement lazy loading
- Optimize rendering performance
- Improve Core Web Vitals
- Implement efficient state management
Prompt: "Optimize frontend performance for: $ARGUMENTS. Improve:
1. Bundle size reduction strategies
2. Lazy loading implementation
3. Rendering optimization
4. Core Web Vitals (LCP, FID, CLS)
5. Network request optimization"
## Consolidated Optimization Plan
### Performance Baseline
- Current performance metrics
- Identified bottlenecks
- User experience impact
### Optimization Roadmap
1. **Quick Wins** (< 1 day)
- Simple query optimizations
- Basic caching implementation
- Bundle splitting
2. **Medium Improvements** (1-3 days)
- Index optimization
- Algorithm improvements
- Lazy loading implementation
3. **Major Optimizations** (3+ days)
- Schema redesign
- Architecture changes
- Full caching layer
### Expected Improvements
- Database query time reduction: X%
- API response time improvement: X%
- Frontend load time reduction: X%
- Overall user experience impact
### Implementation Priority
- Ordered list of optimizations by impact/effort ratio
- Dependencies between optimizations
- Risk assessment for each change
Target for optimization: $ARGUMENTS