multi-agent-blueprint
Production-tested blueprint for building 5-10 agent teams in OpenClaw with cross-agent routing, Telegram integration, and role-based architecture
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/neal-collab/multi-agent-blueprintMulti-Agent Blueprint — Build Your AI Team
A production-tested template for setting up 5-10 specialized AI agents that work together as a team. Based on a real deployment running 10 agents across Telegram with cross-agent routing, model tiering, and centralized file management.
What You Get
- Agent role templates with SOUL.md, AGENTS.md, IDENTITY.md, USER.md
- Cross-agent routing via
sessions_sendwith working session keys - Model tiering strategy (Opus/Sonnet/Haiku) for cost optimization
- Telegram multi-bot setup with DM isolation and group @mentions
- File Master pattern — centralize file ops through one agent
- Notion Master pattern — centralize database ops through one agent
- Fallback chains — resilient multi-provider model routing
- Cost optimization config (caching, heartbeats on local models, context pruning)
- RAG/Memory setup for persistent knowledge across sessions
- Group chat brainstorming — multiple agents in one conversation
Architecture
┌─────────────────────────────────────────────┐
│ USER │
│ (Telegram / Discord / WhatsApp) │
└──────────┬──────────────────────┬───────────┘
│ DM │ @mention
┌─────▼─────┐ ┌─────▼─────┐
│ CENTRAL │ │ GROUP │
│ (Coordi- │◄───────►│ CHAT │
│ nator) │ routes │ (all bots)│
└─────┬─────┘ └───────────┘
│ sessions_send
┌─────┼─────┬──────┬──────┬──────┐
▼ ▼ ▼ ▼ ▼ ▼
TECH FINANCE SALES HEALTH MKTG DATA
│ │
▼ ▼
NAS NOTION
(File Master) (DB Master)
Quick Start
1. Plan Your Team
Pick 3-10 roles based on your needs:
| Role | Model Tier | Example Tasks |
|---|---|---|
| Coordinator | Opus | Route tasks, oversee projects, daily briefings |
| Tech/Infra | Opus/Sonnet | DevOps, file management, system admin |
| Finance | Sonnet | Invoices, budgets, tax prep, contracts |
| Sales | Haiku | Lead gen, outreach scripts, deal tracking |
| Marketing | Haiku | Content creation, SEO, social media |
| Health | Sonnet | Fitness tracking, meal plans, habit coaching |
| Data/Notion | Sonnet | Database ops, reporting, documentation |
| DevOps | Haiku | Monitoring, alerts, uptime checks |
| E-Commerce | Sonnet | Store audits, product strategy, analytics |
| Social/Brand | External* | Twitter/X, LinkedIn, content scheduling |
*Social agents can use specialized providers like xAI/Grok for platform-native tone.
2. Create Agent Directories
# For each agent:
mkdir -p ~/.openclaw/workspace-{agentname}/memory
mkdir -p ~/.openclaw/agents/{agentname}/agent
3. Configure OpenClaw
Add each agent to openclaw.json → agents.list:
Metadata
Not sure this is the right skill?
Describe what you want to build — we'll match you to the best skill from 16,000+ options.
Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-neal-collab-multi-agent-blueprint": {
"enabled": true,
"auto_update": true
}
}
}Tags
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