LaunchKit · 2026
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multi-agent-blueprint

Production-tested blueprint for building 5-10 agent teams in OpenClaw with cross-agent routing, Telegram.

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by @neal-collab

Setup & Installation

openclaw skills install @neal-collab/multi-agent-blueprint

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install multi-agent-blueprint

What This Skill Does

A template for deploying 5-10 specialized AI agents in OpenClaw that coordinate through cross-agent routing. Covers Telegram multi-bot setup, model tiering across Opus/Sonnet/Haiku, File Master and Notion Master centralization patterns, fallback chains, and RAG memory. Based on a real 10-agent deployment.

Provides working configuration examples and proven patterns for multi-agent teams rather than requiring users to figure out routing, session isolation, and cost controls from scratch.

When to use it

  • Routing daily task requests between finance, sales, and tech agents
  • Running separate Telegram bots per agent with DM isolation
  • Cutting AI costs by assigning cheaper models to repetitive tasks
  • Centralizing file operations through one agent to avoid race conditions
  • Keeping agent memory intact across session resets with RAG

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Set up a coordinator, finance, and sales agent team on Telegram

AGENT
  1. 1Creates workspace and agentDir directories for each agent
  2. 2Generates IDENTITY.md, SOUL.md, AGENTS.md, and USER.md for each role
  3. 3Configures openclaw.json with agent list, agentToAgent enabled, and dmScope per-account-channel-peer
  4. 4Assigns model tiers: Opus for coordinator, Sonnet for finance, Haiku for sales
  5. 5Sets up Telegram bot accounts with requireMention true for group chats
OUTPUT

Three-agent team running on Telegram with cross-agent routing and isolated sessions per bot

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

Telegram bot token per agent, created via @BotFatherAnthropic API key or Claude subscriptionNotion API key if using the Notion Master patternOllama installed locally for free heartbeat model support