← Back to Skills Marketplace
Aoineco Squad Dispatch — Multi-Agent Task Router
by
edmonddantesj
· GitHub ↗
· v1.0.0
778
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install aoineco-squad-dispatch
Description
Routes tasks to the best-suited agent based on skills, cost, availability, and priority, enabling parallel execution and load-balanced multi-agent orchestrat...
README (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.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install aoineco-squad-dispatch - After installation, invoke the skill by name or use
/aoineco-squad-dispatch - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Aoineco Squad Dispatch — Multi-Agent Task Router?
Routes tasks to the best-suited agent based on skills, cost, availability, and priority, enabling parallel execution and load-balanced multi-agent orchestrat... It is an AI Agent Skill for Claude Code / OpenClaw, with 778 downloads so far.
How do I install Aoineco Squad Dispatch — Multi-Agent Task Router?
Run "/install aoineco-squad-dispatch" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Aoineco Squad Dispatch — Multi-Agent Task Router free?
Yes, Aoineco Squad Dispatch — Multi-Agent Task Router is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Aoineco Squad Dispatch — Multi-Agent Task Router support?
Aoineco Squad Dispatch — Multi-Agent Task Router is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Aoineco Squad Dispatch — Multi-Agent Task Router?
It is built and maintained by edmonddantesj (@edmonddantesj); the current version is v1.0.0.
More Skills