Analyzes and visualizes communication patterns between OpenClaw agents to identify bottlenecks and suggest optimization strategies.
Scanned 6/7/2026
Install via CLI
openskills install modbender/skill-library-mcp---
name: agent-traffic-analyzer
description: Analyzes and visualizes communication patterns between OpenClaw agents to identify bottlenecks and suggest optimization strategies.
version: 1.0.0
triggers:
- "analyze agent communication patterns"
- "visualize traffic between my agents"
- "find bottlenecks in my agent workflow"
- "show me how my agents are communicating"
- "optimize agent interactions"
- "generate communication report"
- "analyze agent network topology"
- "identify inefficient agent communication"
---
# Agent Traffic Analyzer
Analyzes and visualizes communication patterns between OpenClaw agents to identify bottlenecks and suggest optimization strategies.
## Installation
```bash
npm install
```
## Usage
```bash
# Analyze a communication log file
agent-traffic-analyzer analyze <logfile.json>
# Generate a network visualization
agent-traffic-analyzer visualize <logfile.json> --format dot
# Generate a full report
agent-traffic-analyzer report <logfile.json> --output report.json
# Show summary statistics
agent-traffic-analyzer summary <logfile.json>
# Find bottlenecks
agent-traffic-analyzer bottlenecks <logfile.json>
```
## Input Format
The tool expects JSON files containing an array of agent communication messages:
```json
[
{
"id": "msg-001",
"from": "agent-alpha",
"to": "agent-beta",
"timestamp": "2026-01-15T10:30:00Z",
"type": "request",
"payload_size": 1024,
"latency_ms": 45,
"status": "delivered"
}
]
```
## Output Formats
- **JSON** — Structured analysis results
- **CSV** — Tabular data for spreadsheet import
- **DOT** — Graphviz network graph definition
## Capabilities
- Extract and analyze message flow patterns between OpenClaw agents
- Generate visualizations of communication networks and traffic volumes
- Identify bottlenecks and inefficiencies in agent interactions
- Suggest optimization strategies for improved agent coordination
- Export analysis reports in multiple formats (JSON, CSV, DOT)
- Compare historical communication patterns over time
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