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Aoineco Squad Dispatch — Multi-Agent Task Router
作者
edmonddantesj
· GitHub ↗
· v1.0.0
778
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版本数
在 OpenClaw 中安装
/install aoineco-squad-dispatch
功能描述
Routes tasks to the best-suited agent based on skills, cost, availability, and priority, enabling parallel execution and load-balanced multi-agent orchestrat...
使用说明 (SKILL.md)
Aoineco Squad Dispatch — Multi-Agent Task Router
\x3C!-- 🌌 Aoineco-Verified | S-DNA: AOI-2026-0213-SDNA-SD01 -->
Version: 1.0.0
Author: Aoineco & Co.
License: MIT
Tags: multi-agent, orchestration, dispatch, parallel, squad, task-routing
Description
Routes tasks to the right agent based on skills, availability, cost, and priority. Evolved from the dispatching-parallel-agents pattern into a full squad orchestration engine for multi-agent teams.
Core principle: Right agent for right job. Cheapest agent for simple tasks. Best agent for critical tasks.
Problem
Multi-agent squads waste resources when:
- All tasks go to one expensive model
- Simple community posts use Claude Opus ($$$) instead of Gemini Flash ($)
- Tasks run sequentially when they could run in parallel
- No visibility into which agent costs what
Features
| Feature | Description |
|---|---|
| Skill-Based Routing | Matches task requirements to agent specializations |
| Cost-Aware Dispatch | Prefers cheaper agents for normal tasks, best agents for critical |
| Dependency Detection | Automatically groups parallel vs sequential tasks |
| Load Balancing | Respects max concurrent tasks per agent |
| Named Roster | Pre-configured 7-agent squad with specializations |
| Visual Plans | Human-readable dispatch plans with cost estimates |
Pre-Configured Squad
| Agent | Specialization | Model | Cost |
|---|---|---|---|
| 🧿 Oracle | Governance, Strategy | claude-opus | $$$ |
| ⚔️ Blue-Blade | Security, Audit | claude-sonnet | $$ |
| 📢 Blue-Sound | Community, Content | gemini-flash | $ |
| 👁️ Blue-Eye | Research, Data | gemini-flash | $ |
| 🧠 Blue-Brain | Strategy, Analysis | gemini-pro | $$ |
| ⚡ Blue-Flash | Build, Code | claude-sonnet | $$ |
| 🗂️ Blue-Record | Records, Docs | gemini-flash | $ |
Quick Start
from dispatch_engine import SquadDispatcher
dispatcher = SquadDispatcher()
dispatcher.add_task("Audit new skill", "Security scan", required_skills=["security"])
dispatcher.add_task("Post to BotMadang", "Korean content", required_skills=["community"])
dispatcher.add_task("Update docs", "Write summary", required_skills=["records"],
depends_on=["TASK-0001", "TASK-0002"])
plan = dispatcher.plan()
print(dispatcher.format_plan(plan))
File Structure
aoineco-squad-dispatch/
├── SKILL.md # This file
└── scripts/
└── dispatch_engine.py # Main engine (zero external dependencies)
Zero Dependencies
Pure Python 3.10+. No pip install needed. Designed for the $7 Bootstrap Protocol — every byte counts.
安全使用建议
What to check before installing: 1) Inspect SKILL.md and scripts/dispatch_engine.py for hidden characters or obfuscated strings (use a hex viewer or run a grep for control characters). 2) Open the truncated portion of the script (the package listing shows the file was truncated) and review the remaining code to ensure it does not perform network requests, spawn shell commands, read credentials, or write to unexpected paths. 3) Run the engine in a sandboxed environment (no network) and unit-test the dispatcher with representative tasks to confirm behavior matches documentation. 4) If you plan to integrate with real LLMs or billing systems, confirm it will not attempt to access any API keys or send data to unexpected endpoints. If you are not comfortable inspecting the files yourself, ask a developer to audit the remaining code before use.
功能分析
Type: OpenClaw Skill
Name: aoineco-squad-dispatch
Version: 1.0.0
The skill bundle implements a multi-agent task dispatcher in pure Python, routing tasks based on skills, cost, and availability. All files (SKILL.md, _meta.json, scripts/dispatch_engine.py) are well-aligned with the stated purpose. The `SKILL.md` contains no prompt injection attempts, and the Python code uses only standard libraries without any file I/O, network calls, external process execution, or other high-risk behaviors. The `hashlib` import in `dispatch_engine.py` is unused but harmless.
能力评估
Purpose & Capability
Name and README describe a multi-agent task router and the included Python engine implements task, agent, planning, and assignment logic with no unrelated dependencies or credential requests. Required resources (none) align with the declared purpose.
Instruction Scope
SKILL.md usage examples only import and call the provided SquadDispatcher. The instructions do not ask for environment variables, files, or external endpoints. However, a prompt-injection pattern (unicode-control-chars) was detected in the SKILL.md which could hide invisible characters; review the file for hidden contents and ensure the full script (truncated in the package listing) does not include I/O/network calls beyond the dispatcher behavior.
Install Mechanism
No install spec and the code claims zero external dependencies (pure Python 3.10+). This is low-risk: nothing is downloaded or written by an installer. Verify the runtime doesn't attempt to pip-install or fetch remote code (the provided files appear self-contained).
Credentials
No required environment variables, credentials, or config paths are declared or referenced in the visible code and README. That is appropriate for a local dispatch/planning utility.
Persistence & Privilege
Skill does not request always:true or permanent elevated privileges and is user-invocable only. There is no evidence it modifies other skills or system-wide settings in the visible files.
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 aoineco-squad-dispatch - 安装完成后，直接呼叫该 Skill 的名称或使用
/aoineco-squad-dispatch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: skill-based task routing, cost-aware dispatch, dependency detection, load balancing, 7-agent roster. Evolved from dispatching-parallel-agents. Zero dependencies.
元数据
常见问题
Aoineco Squad Dispatch — Multi-Agent Task Router 是什么？
Routes tasks to the best-suited agent based on skills, cost, availability, and priority, enabling parallel execution and load-balanced multi-agent orchestrat... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 778 次。
如何安装 Aoineco Squad Dispatch — Multi-Agent Task Router？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install aoineco-squad-dispatch」即可一键安装，无需额外配置。
Aoineco Squad Dispatch — Multi-Agent Task Router 是免费的吗？
是的，Aoineco Squad Dispatch — Multi-Agent Task Router 完全免费（开源免费），可自由下载、安装和使用。
Aoineco Squad Dispatch — Multi-Agent Task Router 支持哪些平台？
Aoineco Squad Dispatch — Multi-Agent Task Router 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Aoineco Squad Dispatch — Multi-Agent Task Router？
由 edmonddantesj（@edmonddantesj）开发并维护，当前版本 v1.0.0。
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