Related: For the broader workflow automation roadmap, see Automating Agency Workflows · This doc = agent-to-skills visual map · That doc = full automation roadmap
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AI Orchestration Architecture

How Claude reads MCPs, applies Skills, and routes work to Agents. Three layers, powered by Claude Managed Agents.

6 Execution Agents 16+ Brain Skills across 5 clusters 8 MCP Servers Runtime: Claude Managed Agents (beta)
Click any Agent, Skill, or MCP to see its connections.
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01 / Execution Layer — 6 AI Agents

Each agent = one Claude Managed Agent config. Reusable, referenced by ID. Sessions spawned per task.

02 / Brain Layer — Claude + Semantic OS

16+ in-house Skills organized into clusters. Skills = how to do things.

03 / Data Layer — 8 MCP Servers

MCPs = where the data lives. Live authenticated access to every system we operate in.

Click any node above to see details and connections.