Files
foxhunt/.claude/commands/sparc/optimizer.md
jgrusewski 2c1acda2f3 feat: DQN Rainbow enhancements with hyperopt results and test coverage
- Update DQN trainer with gradient collapse detection warmup
- Add portfolio tracker improvements
- Include hyperopt trial results (multiple Sharpe ratio experiments)
- Add new test files for action/position sign convention, early stopping,
  cash reserve bugs, and portfolio execution
- Update trained model files
- Add Claude Code configuration and skills

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-27 14:45:25 +01:00

1.2 KiB

SPARC Optimizer Mode

Purpose

Performance optimization with systematic analysis and improvements.

Activation

Option 1: Using MCP Tools (Preferred in Claude Code)

mcp__claude-flow__sparc_mode {
  mode: "optimizer",
  task_description: "optimize application performance",
  options: {
    profile: true,
    benchmark: true
  }
}

Option 2: Using NPX CLI (Fallback when MCP not available)

# Use when running from terminal or MCP tools unavailable
npx claude-flow sparc run optimizer "optimize application performance"

# For alpha features
npx claude-flow@alpha sparc run optimizer "optimize application performance"

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run optimizer "optimize application performance"

Core Capabilities

  • Performance profiling
  • Code optimization
  • Resource optimization
  • Algorithm improvement
  • Scalability enhancement

Optimization Areas

  • Execution speed
  • Memory usage
  • Network efficiency
  • Database queries
  • Bundle size

Systematic Approach

  1. Baseline measurement
  2. Bottleneck identification
  3. Optimization implementation
  4. Impact verification
  5. Continuous monitoring