AI Integration: The app uses the Gemini 3.1 Pro model, initialized with your exact system prompt as the orchestrator instruction. It's configured to handle the multi-agent persona, intent detection, and structured output as you specified. Agency OS Dashboard UI: I designed a professional, dark-themed "Technical Dashboard" interface that looks like a real operating system for an agency. Sidebar Modules: The sidebar visually represents the internal routing modules (Sales Agent, Proposal Gen, Project Mgr, Pricing Opt, Follow-up) and displays mock live metrics (Conversion, Avg Deal, Win Rate) to reinforce the agency theme. Chat Interface: The main terminal area allows you to interact with the AI. It supports Markdown rendering for structured responses (like proposals or project plans) and features a clean, monospace-accented design. You can now test the agent by entering client messages or project requests in the input field!

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