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victory2694

Multi-Agent Manager

by victory2694 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install multi-agent-manager
Description
Monitor and visualize multiple agents across projects in real-time with JSON output for debugging and performance tracking.
README (SKILL.md)

Continuous Monitoring

Watch agent status in real-time:

python3 {baseDir}/scripts/monitor.py --watch --interval 5

JSON Output

Get machine-readable output:

python3 {baseDir}/scripts/visualize.py --format json

Example JSON:

{
  "agents": [
    {
      "id": "main",
      "model": "anthropic/claude-sonnet-4-6",
      "workspace": "/Users/user/.openclaw/workspace",
      "sessions": 0
    }
  ],
  "total": 2
}

📖 Use Cases

1. Debugging Agent Issues

When an agent isn't responding:

# Check if agent is running
python3 {baseDir}/scripts/monitor.py

# View agent details
python3 {baseDir}/scripts/visualize.py

2. Managing Multiple Projects

Track agents across different projects:

# See all agents and their workspaces
python3 {baseDir}/scripts/visualize.py

3. Optimizing Agent Performance

Monitor which agents are most active:

# Watch real-time activity
python3 {baseDir}/scripts/monitor.py --watch

🎯 Common Scenarios

Scenario: "Which agents do I have?"

python3 {baseDir}/scripts/visualize.py

Scenario: "Is my agent still running?"

python3 {baseDir}/scripts/monitor.py

Scenario: "What's my agent doing right now?"

python3 {baseDir}/scripts/monitor.py --watch

💡 Tips

  • Use --format json for integration with other tools
  • Run monitor.py --watch in a separate terminal for continuous monitoring
  • Check agent status before sending important tasks

🐛 Troubleshooting

Problem: "No agents found"

  • Make sure OpenClaw Gateway is running: openclaw status
  • Check your agent configuration

Problem: "Script not found"

  • Ensure you're running from the correct directory
  • Check that Python 3 is installed: python3 --version

📝 Changelog

v1.0.0 (2026-03-14)

  • Initial release
  • Agent visualization
  • Status monitoring
  • Basic communication tools
  • Task flow tracking

🤝 Contributing

Found a bug or have a feature request?

  • Open an issue on GitHub
  • Join the OpenClaw Discord community

📄 License

MIT License - feel free to use and modify!

Usage Guidance
This skill appears to be what it says: a set of small Python scripts that call the local 'openclaw' CLI to list agents, sessions, and statuses and to send messages between agents. Before installing, confirm you trust the 'openclaw' CLI on your system (it is the component that actually has access to agent state and any credentials). Be aware the scripts will print workspace paths and session data to stdout, so avoid running them in environments where that output could leak sensitive information. If you do not want autonomous invocation, disable model invocation for the skill in your agent settings. Review communicate.py before use, since it will send messages via the CLI to agents and could cause actions in your agent network.
Capability Analysis
Type: OpenClaw Skill Name: multi-agent-manager Version: 1.0.0 The skill bundle is a management and monitoring utility for OpenClaw agents. It provides Python scripts (monitor.py, visualize.py, communicate.py, track-flow.py) that wrap legitimate 'openclaw' CLI commands to retrieve agent status, list sessions, and facilitate inter-agent communication. The scripts use subprocess.run with argument lists, avoiding shell injection risks, and show no signs of data exfiltration, persistence, or malicious intent.
Capability Assessment
Purpose & Capability
Name/description claim monitoring and visualization of agents; scripts call the 'openclaw' CLI to list agents, sessions, status, send messages, and format JSON — this is coherent with the stated purpose. No unrelated env vars or binaries are requested.
Instruction Scope
SKILL.md instructs running the included Python scripts (monitor.py, visualize.py, track-flow.py, communicate.py). Those scripts only invoke the 'openclaw' CLI and print/format its JSON output. There is no instruction to read arbitrary system files, exfiltrate data, or call external endpoints beyond the OpenClaw CLI.
Install Mechanism
No install spec is provided (instruction-only), which is low risk. The package does include Python scripts (will be executed from the skill directory). Nothing is downloaded or extracted at install time. Note: ensure the scripts are executed from a trusted location.
Credentials
The skill does not declare or require any environment variables or secrets. It relies on the local 'openclaw' CLI; any credentials/access needed are those used by that CLI, not requested explicitly by the skill.
Persistence & Privilege
always is false and the skill is user-invocable. disable-model-invocation is false (normal default). The skill does not modify other skills or system-wide configs.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install multi-agent-manager
  3. After installation, invoke the skill by name or use /multi-agent-manager
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: visualize agents, monitor status, track tasks, coordinate communication
Metadata
Slug multi-agent-manager
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Multi-Agent Manager?

Monitor and visualize multiple agents across projects in real-time with JSON output for debugging and performance tracking. It is an AI Agent Skill for Claude Code / OpenClaw, with 239 downloads so far.

How do I install Multi-Agent Manager?

Run "/install multi-agent-manager" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Multi-Agent Manager free?

Yes, Multi-Agent Manager is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Multi-Agent Manager support?

Multi-Agent Manager is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Multi-Agent Manager?

It is built and maintained by victory2694 (@victory2694); the current version is v1.0.0.

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