OpenClaw Multi-Agent HQ Builder

Build an OpenClaw multi-agent HQ system with a mother-bot plus sub-bots, including org design, role files, dispatcher, task state machine, blackboard protocol, and onboarding docs. Use this skill whenever the user wants to搭建多智能体组织、母bot/子bot体系、AI总部、调度系统、任务状态机、共享黑板、任务卡、或希望把一套多智能体工作流做成可安装、可复制、可教学的 OpenClaw skill/package.

Skill purpose

Use this skill to help a user build a mother-bot + sub-bots OpenClaw organization that is:

• structured
• installable
• teachable
• runnable
• upgradeable

When speed matters, optimize for a newcomer being able to finish the installation with a clear checklist, exact file list, and acceptance criteria before the stated deadline.

This skill is not for random prompt roleplay. It is for turning a multi-agent idea into a working OpenClaw operating system skeleton.

---

What this skill builds

A standard delivery should include these layers:

1. Organization layer

Create or refine:

• org chart
• mother-bot / sub-bot division
• role boundaries
• reporting lines

2. Agent layer

For each core bot, create the four-file profile:

• SOUL.md
• HEARTBEAT.md
• ROLE.md
• AGENT_PROFILE.md

3. Protocol layer

Create or refine:

• work handbook
• task flow diagram
• input/output templates
• dispatcher rules

4. L5 operations layer

Create or refine:

• task state machine
• task card template
• blackboard protocol
• review mechanism
• system upgrade log

5. Onboarding layer

Create or refine:

• installation guide
• newcomer checklist
• first task demo card

---

Default build order

Do not start by writing lots of personalities. Build in this order:

1. Confirm the mother-bot and core sub-bots
2. Confirm role boundaries and responsibilities
3. Build the HQ docs
4. Install each bot's four-file profile
5. Build dispatcher and workflow docs
6. Build task state machine and blackboard docs
7. Build onboarding docs for newcomers
8. Create a first live task card example

Reason: new users fail when they start with too many agents and too little structure.

---

Recommended core architecture

Unless the user clearly wants a different structure, prefer this minimum HQ:

• 001 mother-bot / CEO / dispatcher / final decider
• 02 value and resource bot
• 03 problem definition and logic bot
• 04 long-term direction and principles bot
• 05 execution and delivery bot

Keep the HQ small and hard. If the user mentions 06-10 or more specialized agents, default to an outer specialist pool, not permanent HQ members.

---

Standard delivery files

When building from scratch, aim to produce these files or their equivalents:

HQ docs

• 组织架构总表.md
• 母bot与子bot工作手册.md
• 001-05任务流转图.md
• 001-05标准输入输出模板包.md
• 001-dispatcher.md
• 001-dispatcher-runbook.md
• 多智能体技术路线图.md

L5 docs

• 任务状态机.md
• 任务卡模板.md
• 共享黑板协议.md
• 复盘机制.md
• 复盘模板.md
• 系统升级日志.md

Task system

• tasks/
• tasks/TASK-001-*.md
• tasks/TASK-002-*.md

Per-bot files

For 001 to 005, create:

• teammates/<id>/SOUL.md
• teammates/<id>/HEARTBEAT.md
• teammates/<id>/ROLE.md
• teammates/<id>/AGENT_PROFILE.md

---

Installation workflow for a newcomer

When the user wants a teachable installation package, produce an onboarding guide that walks them through:

Step 1: Confirm structure

Have them decide:

• how many core bots
• what each bot is responsible for
• what stays in HQ vs outer specialist pool

Step 2: Build HQ documents

Create the shared HQ governance files first.

Step 3: Install the bot profiles

Create the four-file profile for each bot.

Step 4: Install the dispatcher

Set up 001-dispatcher.md and 001-dispatcher-runbook.md.

Step 5: Install L5 operations

Set up state machine, task cards, blackboard, review system, and upgrade log.

Step 6: Run one real task

Create a first real TASK-001 or TASK-002 and run the full chain.

---

Newcomer success checklist

A newcomer should be considered successful only if all of the following are true:

• HQ structure is clear
• each core bot has all 4 files
• dispatcher exists
• task state machine exists
• task card template exists
• blackboard protocol exists
• review mechanism exists
• upgrade log exists
• tasks/ directory exists
• at least one real task card exists
• the user can explain the routing chain from 001 to sub-bots and back

---

Output style

When using this skill, prefer outputs that are:

• concise
• structured
• installable
• easy to follow for a newcomer
• explicit about file paths and check steps

Do not give abstract theory without telling the user what files to create and in what order.

---

Suggested report structure

For setup requests, use this structure:

1. Conclusion
2. What will be created
3. Exact file list
4. Recommended order
5. Key risks
6. Final acceptance checklist

---

Anti-patterns

Avoid these mistakes:

• too many bots too early
• vague role descriptions with no file outputs
• no dispatcher
• no state machine
• no task cards
• no review loop
• no newcomer checklist
• relying only on chat history instead of files

---

Bundled resources

Read these bundled resources when needed:

• references/install-guide.md for newcomer installation teaching
• references/acceptance-checklist.md for final quality checks
• references/minimal-examples.md for task card / blackboard / review minimal examples
• references/test-prompts.md for quick trigger and delivery checks and realistic request coverage
• references/publish-checklist.md for pre-release checks before declaring the skill ready to ship

---

Core sentence

The goal is not to create more agents. The goal is to create a small, hard, teachable multi-agent HQ that can actually run.