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Agent Guide

Creating Agents

Create agents by talking to Claude Chat with Cerebro connected:

"Add a marketing agent that writes social media posts in a casual tone"
"Create a QA agent that writes tests for React components"
"Add a DevOps agent for Docker and CI/CD"

Cerebro saves the agent definition with:

  • A persona built from your description
  • Auto-extracted skills for A2A Agent Card
  • Default A2A configuration for interop

Managing Agents

"Show me my agents"              → list_agents
"Update the Coder to use Python" → update_agent
"Remove the QA agent"            → remove_agent
"What is the Coder doing?"       → get_agent_status

Agent-to-Agent Delegation

Agents delegate via A2A protocol. Set up chain triggers:

"When the Coder finishes, automatically send to QA for testing"

The delegation creates a threaded conversation between agents, with task lifecycle states (submitted → working → completed/failed).

Agent Marketplace

Tier 1: Anthropic Skills

Pre-built templates from Anthropic's open-source repo:

"Install the Coder agent template"

Tier 2: Community

User-contributed agents shared on GitHub.

Tier 3: User-Created

Your custom agents, private by default.

Starter Kits

Drop .cerebro/agents.json in a project for auto-registration:

web-app: Coder + Designer + QA api-service: Coder + QA + DevOps content-site: Designer + Coder + Marketing

"Install the web-app starter kit"

A2A Interop

Every Cerebro agent publishes an Agent Card. External A2A agents can join:

"Connect the Salesforce agent at salesforce.example.com"

Cerebro discovers the Agent Card, connects, and the external agent becomes part of your swarm.

Agent Memory

Agents learn preferences over time:

  • "This user prefers React over Vue"
  • "Use TypeScript, not JavaScript"
  • "Tailwind CSS for styling"

Preferences persist across sessions. Working context is wiped per task (zero rot).