# CF Plugin Neural Coordination

> Neural coordination plugin for multi-agent swarm intelligence using SONA, GNN, and attention mechanisms. Use when optimizing swarm communication, coordinating agent behavior with neural routing, applying graph neural networks to agent topologies, or using attention-based consensus.

- Skill: `ricable/cf-plugin-neural-coordination` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add ricable/cf-plugin-neural-coordination`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ricable/cf-plugin-neural-coordination/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: ricable (https://skillmd.com/u/ricable)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/ricable/cf-plugin-neural-coordination

---


# CF Plugin Neural Coordination

Neural coordination plugin for multi-agent swarm intelligence using Self-Optimizing Neural Architecture (SONA), Graph Neural Networks (GNN), and attention mechanisms to optimize agent communication and decision-making.

## Quick Command Reference

| Task | Command |
|------|---------|
| Enable plugin | `npx @claude-flow/cli@latest plugins toggle --enable neural-coordination` |
| Disable plugin | `npx @claude-flow/cli@latest plugins toggle --disable neural-coordination` |
| Plugin info | `npx @claude-flow/cli@latest plugins info neural-coordination` |
| List tools | `npx @claude-flow/cli@latest mcp tools` |
| Check status | `npx @claude-flow/cli@latest plugins list` |

## Installation

**Via claude-flow**: Already included with `npx @claude-flow/cli@latest init`
**Standalone**: `npx @claude-flow/plugin-neural-coordination@latest`

## Activation

```bash
# Enable the plugin
npx @claude-flow/cli@latest plugins toggle --enable neural-coordination

# Verify activation
npx @claude-flow/cli@latest plugins info neural-coordination
```

## Plugin Capabilities

### SONA (Self-Optimizing Neural Architecture)
Adapts agent communication patterns in real-time (<0.05ms) based on task characteristics and agent performance, automatically adjusting routing weights.

```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.sona \
  --swarm-id my-swarm --action optimize --learning-rate 0.001
```

### GNN (Graph Neural Network)
Models agent interactions as a graph and applies message-passing neural networks to learn optimal coordination strategies, improving context retrieval accuracy by ~12%.

```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --swarm-id my-swarm --layers 3 --action predict-routing
```

### Attention Mechanisms
Multi-head attention over agent outputs for weighted consensus, flash attention for large swarms (2.5-7.5x speedup), and cross-attention for inter-agent communication.

```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.attention \
  --swarm-id my-swarm --mode flash --heads 8
```

### Swarm Topology Optimization
Analyzes current swarm topology and suggests optimal restructuring based on communication patterns and task requirements.

```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.topology \
  --swarm-id my-swarm --suggest --constraint latency
```

## Common Patterns

### Optimize Swarm Communication
```bash
npx @claude-flow/cli@latest plugins toggle --enable neural-coordination
npx @claude-flow/cli@latest mcp exec neural-coordination.sona \
  --swarm-id my-swarm --action optimize
npx @claude-flow/cli@latest mcp exec neural-coordination.topology \
  --swarm-id my-swarm --suggest
```

### Neural-Enhanced Consensus
```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.attention \
  --swarm-id my-swarm --mode flash --consensus weighted
```

### Train GNN on Historical Swarm Data
```bash
npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --action train --data swarm-history.json --epochs 50
npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --swarm-id my-swarm --action predict-routing
```

## RAN DDD Context
**Bounded Context**: Agent Orchestration

## References
- **Command reference**: See [references/commands.md](references/commands.md)
- [Full README](references/npm-readme.md)
- [npm](https://www.npmjs.com/package/@claude-flow/plugin-neural-coordination)