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Openclaw Multi Agent Orchestrator
by
williamwg2025
· GitHub ↗
· v0.1.0
· MIT-0
406
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Install in OpenClaw
/install openclaw-multi-agent-orchestrator
Description
OpenClaw 多 Agent 协同工具 - 管理和协调多个 AI Agent。 支持 Agent 注册、任务分发、负载均衡、性能监控、Agent 间通信。 适用于复杂任务分解、多角色协作、企业级应用。 关键词:openclaw, multi-agent, orchestration, automation,...
Usage Guidance
This package appears to implement a local multi-agent orchestrator and does not request credentials or perform network I/O. Before installing or running it: 1) Note the documentation wrongly claims 'read-only' access — the scripts will create and modify JSON files (agents, messages, collaborations) in the skill's config directory (typically under ~/.openclaw/workspace/skills/...). 2) Inspect the two large scripts (scripts/orchestrator.py and scripts/communication.py) yourself — they contain the state persistence and messaging logic; the smaller scripts are mostly stubs. 3) Run it as a non-privileged user and in a sandbox or test environment first; back up any existing ~/.openclaw workspace you care about. 4) If you need strict auditability, verify there are no hidden network calls by running the scripts in an offline environment or using network monitoring. 5) Do not provide secrets to these scripts; they do not need API keys. If you want higher assurance, ask the author for a provenance statement or run the code through a local security review.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-multi-agent-orchestrator
Version: 0.1.0
The skill bundle provides a functional framework for managing multiple AI agents and their communications locally. The core logic in scripts/orchestrator.py and scripts/communication.py implements task routing, load balancing, and messaging using local JSON files for state persistence. No network activity, unauthorized file access, or malicious execution patterns were detected, and the instructions in SKILL.md are consistent with the provided code.
Capability Assessment
Purpose & Capability
Name/description (multi-agent orchestration) match the included scripts and JSON configs (agents, messages, collaborations). The code implements registration, dispatching, messaging, and state persistence — capabilities align with the stated purpose.
Instruction Scope
SKILL.md instructs running the included Python scripts locally and does not ask for system-wide data or credentials. However, the documentation states 'only need to read ~/.openclaw/' while the code writes/updates files under the skill's config directory (saving messages, collaborations, agents). This is a discrepancy in claimed permissions versus actual behavior (write access to config files). Also several scripts (dispatch.py, register.py, status.py) are placeholders/stubs and do not implement full functionality.
Install Mechanism
This is an instruction-only skill with bundled code and no install spec; nothing is downloaded at install time. That lowers supply-chain risk. All code is included in the package (no external cloning or package installs).
Credentials
The skill declares no required environment variables, credentials, or external config paths. The code only reads/writes files within its config directory and does not reference environment secrets or network credentials — requested environment access is proportional to its purpose.
Persistence & Privilege
The skill is not marked always:true and does not attempt to change other skills or system-wide settings. It persists state in local JSON files inside its config directory, which is normal for this type of tool.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-multi-agent-orchestrator - After installation, invoke the skill by name or use
/openclaw-multi-agent-orchestrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of OpenClaw Multi-Agent Orchestrator.
- Supports agent registration and automatic discovery.
- Enables intelligent task dispatching and load balancing.
- Provides real-time agent communication and performance monitoring.
- Includes ready-to-use CLI examples for common workflows.
- Designed for secure, local operation without external dependencies.
Metadata
Frequently Asked Questions
What is Openclaw Multi Agent Orchestrator?
OpenClaw 多 Agent 协同工具 - 管理和协调多个 AI Agent。 支持 Agent 注册、任务分发、负载均衡、性能监控、Agent 间通信。 适用于复杂任务分解、多角色协作、企业级应用。 关键词:openclaw, multi-agent, orchestration, automation,... It is an AI Agent Skill for Claude Code / OpenClaw, with 406 downloads so far.
How do I install Openclaw Multi Agent Orchestrator?
Run "/install openclaw-multi-agent-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Openclaw Multi Agent Orchestrator free?
Yes, Openclaw Multi Agent Orchestrator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Openclaw Multi Agent Orchestrator support?
Openclaw Multi Agent Orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Openclaw Multi Agent Orchestrator?
It is built and maintained by williamwg2025 (@williamwg2025); the current version is v0.1.0.
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