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brandon-zhanghaodong

multi-agent-orchestrator

cross-platform ⚠ suspicious
433
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0
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12
Active Installs
1
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Install in OpenClaw
/install multi-agent-orchestrator
Description
This skill enables one-click generation of multiple AI agents based on a user prompt, outputs their organizational structure, and visualizes their collaborat...
Usage Guidance
This skill appears to do what it says (generate agent descriptions and output Mermaid diagrams) but exercise caution before installing/running: 1) The scripts call an external binary named 'manus-render-diagram' via subprocess.run but the skill does not declare or provide an install/source for that tool — verify where you would get that binary and install it from a trusted source before running. 2) The examples use absolute home paths and the scripts create directories and write files; run the skill in a safe/sandboxed directory to avoid unexpected file writes. 3) Review the scripts locally (they are short and readable) and, if you plan to run them on sensitive systems, ensure they are executed with least privilege (not as root). 4) If you need to allow the agent to run this skill autonomously, be aware the skill can invoke local binaries — only enable autonomous invocation if you trust the runtime environment and any external tools it calls. If you want higher assurance, ask the author to declare required binaries and provide installation instructions or a verified source for 'manus-render-diagram'.
Capability Analysis
Type: OpenClaw Skill Name: multi-agent-orchestrator Version: 1.0.0 The skill is designed to generate and visualize multi-agent organizational structures based on user prompts. It uses subprocess.run safely with list arguments to execute a local diagram rendering tool (manus-render-diagram) and manage output directories. The logic in scripts/orchestrate_and_visualize.py and scripts/generate_agents.py is transparent, aligns with the stated purpose in SKILL.md, and contains no evidence of data exfiltration, backdoors, or malicious intent.
Capability Assessment
Purpose & Capability
The name/description match the included code: generate_agents.py creates agent definitions and visualize_collaboration.py produces Mermaid diagrams; orchestrate_and_visualize.py writes files and renders images. However, the skill fails to declare a required external renderer ('manus-render-diagram') even though the runtime invokes it, which is a coherence gap.
Instruction Scope
SKILL.md instructs running orchestrate_and_visualize.py with a prompt and output_dir and describes the expected outputs. The runtime instructions are limited to generating agent data, writing Mermaid files, and rendering them to PNG. The example uses absolute home paths which could encourage writing files to user filesystem but the instructions do not ask to read unrelated files or secrets.
Install Mechanism
There is no install spec (instruction-only), which is low-risk. However, the code invokes an external rendering binary via subprocess; because no install or provenance for that binary is provided, the skill relies on the environment having a third-party tool installed — this missing provenance is a practical risk.
Credentials
The skill declares no environment variables or credentials and the code does not read env vars. There are no apparent requests for unrelated secrets or credentials.
Persistence & Privilege
The skill is not always-enabled, is user-invocable, and does not alter other skills or system settings. It writes its own output files to the specified output_dir but does not request elevated persistence or permissions.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install multi-agent-orchestrator
  3. After installation, invoke the skill by name or use /multi-agent-orchestrator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of multi-agent-orchestrator skill: - Enables one-click creation of multiple AI agents from a user prompt. - Automatically generates and visualizes agents' organizational structure and collaboration workflows (org charts, swimlane diagrams). - Outputs both Mermaid code and PNG images for visual representations. - Includes scripts for agent generation, visualization, and entire orchestration workflow. - Provides placeholders for further API documentation and agent templates.
Metadata
Slug multi-agent-orchestrator
Version 1.0.0
License
All-time Installs 13
Active Installs 12
Total Versions 1
Frequently Asked Questions

What is multi-agent-orchestrator?

This skill enables one-click generation of multiple AI agents based on a user prompt, outputs their organizational structure, and visualizes their collaborat... It is an AI Agent Skill for Claude Code / OpenClaw, with 433 downloads so far.

How do I install multi-agent-orchestrator?

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

Is multi-agent-orchestrator free?

Yes, multi-agent-orchestrator is completely free (open-source). You can download, install and use it at no cost.

Which platforms does multi-agent-orchestrator support?

multi-agent-orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created multi-agent-orchestrator?

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

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