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Agency Orchestrator

Name: Agency Orchestrator
Author: gonghaiquan

作者 gonghaiquan · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

总下载

当前安装

版本数

在 OpenClaw 中安装

/install agency-orchestrator

功能描述

多 Agent 协作调度系统 - 自动分析任务、选择最佳 Agent、协调多 Agent 协作完成复杂任务

使用说明 (SKILL.md)

Agency Orchestrator - 多 Agent 协作调度系统

功能

🧠 智能任务分析 - 自动分析任务需求，识别所需技能
🤖 Agent 自动选择 - 从 166+ 个 Agent 中选择最佳组合
🤝 协作协调 - 管理多 Agent 通信和任务交接
📚 持续学习 - 从每次交互中学习，优化 Agent 表现

使用方式

基础使用

from agency_orchestrator import AgentOrchestrator

orchestrator = AgentOrchestrator()
result = orchestrator.coordinate("帮我设计一个产品官网")

在 ClawX 中使用

qwen -p "使用 agency-orchestrator 完成以下任务：设计电商网站"

可用 Agent 分类

design (8 个) - UI/UX 设计
engineering (24 个) - 软件开发
marketing (31 个) - 营销策略
sales (8 个) - 销售支持
product (5 个) - 产品管理
testing (8 个) - 质量保证
... 25+ 分类

配置

配置文件：~/.openclaw/agency-agents-zh/config/settings.json

日志

调度日志：~/.openclaw/agency-agents-zh/logs/orchestrator_log.json
学习日志：~/.openclaw/agency-agents-zh/logs/learning_log.json
协作日志：~/.openclaw/agency-agents-zh/logs/collaboration_log.json

安全使用建议

This package generally implements an agent-orchestration feature that matches its description, but there are two things you should check before installing or running anything: (1) open collaborative_mode.py — it inserts hardcoded absolute paths (/Users/ghq/...) and imports an external collaborative_agents module. If those paths exist on your machine they could cause arbitrary code execution when that module is imported; if they don't exist the import will fail. Consider removing or sandboxing this file or at least removing the hardcoded sys.path inserts. (2) inspect integrate_with_clawx.sh before running: it will edit your ~/.bash_profile (adding AGENCY_DIR and PATH entries) and write to ~/.openclaw/openclaw.json to enable the skill. Back up those files first, and run the script only after reviewing/modifying it to match your environment. Also manually inspect any agent .md files placed under ~/.openclaw/agency-agents-zh for unexpected content. If you want higher assurance, run the skill in a disposable account/container or ask the author for clarification about collaborative_mode.py and why it needs to import from /Users/ghq.

功能分析

Type: OpenClaw Skill Name: agency-orchestrator Version: 1.0.0 The skill bundle contains hardcoded absolute paths to a specific user's home directory (/Users/ghq/) in collaborative_mode.py, which are used to import external Python modules not included in the package. Additionally, the integrate_with_clawx.sh script modifies the user's ~/.bash_profile to alter the PATH and add command aliases, which is a sensitive persistence-like action. The system's reliance on a large collection of external 'Agents' and modules located in unverified local directories makes the full execution logic opaque and potentially unsafe.

能力评估

ℹ Purpose & Capability

The name/description (multi-agent orchestrator) aligns with the provided Python modules: scanning ~/.openclaw/agency-agents-zh for agent .md files, analyzing tasks by keywords, selecting agents, and logging interactions. However, some included files (collaborative_mode.py) reference external modules and absolute user-specific paths that are not explained by the skill's description.

⚠ Instruction Scope

SKILL.md and README consistently reference config and log files under ~/.openclaw/agency-agents-zh which matches the code. But the repository contains a module (collaborative_mode.py) that inserts hardcoded absolute paths (/Users/ghq/...) into sys.path and imports CollaborativeAgentSystem from an external module — this causes the skill to reach into arbitrary user directories and execute code outside the skill bundle if that file is run/imported. The provided integrate_with_clawx.sh script also edits your ~/.bash_profile and openclaw.json to enable the skill, which is a persistent, privileged operation not described in a way that highlights risk.

✓ Install Mechanism

There is no automatic install spec; the skill is instruction/code-only. No remote downloads or archive extraction are performed by the package itself. The only installation helper is an included shell script (integrate_with_clawx.sh) that edits local config files and shell profile — it must be run manually.

✓ Credentials

The skill declares no required environment variables or credentials and the code does not attempt to read secrets. The integrate script adds an AGENCY_DIR environment variable to ~/.bash_profile and adds that directory to PATH, which is reasonable for convenience but unnecessary for core functionality and increases persistence surface.

ℹ Persistence & Privilege

always is false and the skill does not demand autonomous invocation privileges. The integrate_with_clawx.sh script will (if run) modify your ~/.bash_profile and enable the skill in ~/.openclaw/openclaw.json, creating persistent changes and adding the agency directory to PATH; this is a significant local change and should be reviewed before execution.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install agency-orchestrator
安装完成后，直接呼叫该 Skill 的名称或使用 /agency-orchestrator 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of agency-orchestrator: a multi-agent collaboration and orchestration system. - Automatically analyzes tasks and identifies required skills - Selects the optimal combination from over 166 available agents - Coordinates communication and task handoff among agents - Continuously learns from interactions to improve agent performance - Supports various agent categories such as design, engineering, marketing, and more - Provides configuration and logging for orchestration, learning, and collaboration activities

元数据

Slug agency-orchestrator

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题