“I am building a comprehensive AI platform for the construction industry. I need you to act as a Lea…

""I am building a comprehensive AI platform for the construction industry. I need you to act as a Lead AI Architect to build the technical framework for the Pre-Construction & Planning Agents module. Please design the logic and initial code structure for the following four agents: The Estimator (Takeoffs & Costing): Needs to process PDF/CAD metadata to extract quantities. The Bid Manager (RFP Analysis): Needs to extract risk factors and deadlines from dense legal documents. The Design Auditor (BIM/Clash Detection): Needs to flag inconsistencies between architectural and structural specs. The Permit Navigator (Zoning/Code Compliance): Needs to cross-reference project locations with local building codes. For each agent, please provide: The System Prompt: A detailed 'persona' that defines how the agent thinks and its specific goals. Data Input/Output Schema: Define what data it needs (JSON format) and what it should output to the user. A Python/Node.js Logic Snippet: A skeleton function showing how this agent would call an LLM or a vector database (RAG) to perform its task. The 'Inter-Agent' Trigger: Define one scenario where this agent would automatically send a notification to a 'Project Management' agent. Focus on high accuracy, construction-specific terminology (e.g., 'Change Orders', 'Submittals', 'CSI MasterFormat'), and a modular design that allows me to scale.""