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Architecture

User (Telegram / Slack / WhatsApp)
         ↓
OpenClaw Gateway (running on server)
         ↓
Validates workspace code → Supabase
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Routes to Ultron AI (Claude API via user's BYOK key)
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Executes skills (ProspectIQ, Ghost Writer, Clone Army, etc.)
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Stores results → Supabase (leads, content, deals, agents)
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Returns response → User's channel

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What OpenClaw handles

  • Channel connections — manages WhatsApp, Telegram, Slack connections
  • Message routing — receives messages and routes to the right agent
  • Session management — maintains conversation state per user per channel
  • Workspace linking — validates /connect commands against Supabase
  • Media handling — processes images, documents, audio from channels

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What Ultron handles

  • Business logic — department routing, skill execution, plan gating
  • Data storage — leads, content, deals, agents in Supabase
  • AI execution — system prompts, skill prompts, Claude API calls
  • User management — auth, profiles, billing, integrations
  • Dashboard — web UI for managing everything