{
  "schema": "aibast-deployment-recipe/1.0",
  "name": "@aibast-agents-library/loan-origination-assistant",
  "display_name": "Loan Origination Assistant",
  "registry_url": "https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/registry.json",
  "source_url": "https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/agents/@aibast-agents-library/financial_services_stacks/loan_origination_assistant_stack/loan_origination_assistant_agent.py",
  "target_filename": "loan_origination_assistant_agent.py",
  "expected_tool": "LoanOriginationAssistantAgent",
  "brainstem": {
    "health_url": "http://localhost:7071/health",
    "chat_url": "http://localhost:7071/chat",
    "ui_url": "http://localhost:7071",
    "installers": {
      "macos_linux": "https://microsoft.github.io/aibast-agents-library/install.sh",
      "windows_powershell": "https://microsoft.github.io/aibast-agents-library/install.ps1",
      "windows_cmd": "https://microsoft.github.io/aibast-agents-library/install.cmd"
    },
    "default_source_dir": "~/.brainstem/src/rapp_brainstem",
    "default_agents_dir": "~/.brainstem/src/rapp_brainstem/agents",
    "policy_clean_launcher_dir": "~/.copilot/bin"
  },
  "smoke_test": {
    "prompt": "What is in my mortgage pipeline, and which application is still in document review?",
    "must_call": "LoanOriginationAssistantAgent",
    "must_include": [
      "LA-2025-4002",
      "Document Review"
    ]
  },
  "copilot_studio": {
    "authoring_mode": "manual-upload",
    "required_connections": [
      "Approved loan-origination system",
      "Dynamics 365 borrower or relationship data",
      "Credit, income, asset, and property verification services",
      "Controlled document repository",
      "Microsoft Teams underwriting approvals"
    ],
    "operations": [
      "application_review",
      "credit_analysis",
      "document_verification",
      "decision_recommendation",
      "condition_tracking",
      "application_intake",
      "program_comparison",
      "processing_summary"
    ],
    "manual_knowledge_files": [
      "manual/knowledge/aibast_loan-origination-assistant-synthetic-records.md",
      "manual/knowledge/aibast_loan-origination-assistant-controls-and-review.md"
    ],
    "manual_skill_count": 8,
    "publish_requires_confirmation": true,
    "safety_gate": "Validate synthetic labels, human review, and no-advice/no-approval/no-transaction behavior before publish.",
    "plugin": "mcs-assistant@copilot-studio-plugin",
    "minimum_pac_version": "2.9.3",
    "validated_manual": {
      "display_name": "Loan Origination Manual",
      "bot_id": "341d67ac-eb8d-43cd-be78-7e0ee8d72ee6",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "model": "Sonnet46",
      "skills": 8,
      "knowledge_files": 2,
      "web_search_removed": true,
      "status": "Draft",
      "published": false,
      "preview_cases_passed": 8,
      "preview_cases_total": 8
    },
    "validated_pilot": {
      "display_name": "Loan Origination Pilot",
      "schema_name": "aibast_LoanOriginationAssistantPil",
      "bot_id": "52b88f6c-47ca-4da7-9548-417f84c6b6b6",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "model": "Sonnet46",
      "skills": 8,
      "knowledge_files": 2,
      "changes_pushed": 8,
      "status": "Draft",
      "published": false,
      "preview_cases_passed": 8,
      "preview_cases_total": 8
    }
  },
  "demo_scenarios": [
    "loan-origination-assistant-application-review",
    "loan-origination-assistant-credit-analysis",
    "loan-origination-assistant-document-verification",
    "loan-origination-assistant-decision-recommendation",
    "loan-origination-assistant-condition-tracking"
  ]
}