tasq/node_modules/@claude-flow/cli/.claude/commands/memory/neural.md

1.5 KiB

Neural Pattern Training

🎯 Key Principle

This tool coordinates Claude Code's actions. It does NOT write code or create content.

MCP Tool Usage in Claude Code

Tool: mcp__claude-flow__neural_train

Parameters

{
  "pattern_type": "coordination",
  "training_data": "task decomposition patterns",
  "epochs": 50
}

Description

Improve coordination patterns through neural network training

Details

Training improves:

  • Task breakdown effectiveness
  • Coordination pattern selection
  • Resource allocation strategies
  • Overall coordination efficiency

Example Usage

In Claude Code:

  1. Train coordination patterns: Use tool mcp__claude-flow__neural_train with parameters {"pattern_type": "coordination", "training_data": "successful task patterns", "epochs": 50}
  2. Train optimization patterns: Use tool mcp__claude-flow__neural_train with parameters {"pattern_type": "optimization", "training_data": "performance metrics", "epochs": 30}
  3. Check training status: Use tool mcp__claude-flow__neural_status
  4. Analyze patterns: Use tool mcp__claude-flow__neural_patterns with parameters {"action": "analyze"}

Important Reminders

  • This tool provides coordination and structure
  • Claude Code performs all actual implementation
  • The tool does NOT write code
  • The tool does NOT access files directly
  • The tool does NOT execute commands

See Also

  • Main documentation: /CLAUDE.md
  • Other commands in this category
  • Workflow examples in /workflows/