{
  "schema": "aibast-deployment-recipe/1.0",
  "name": "@aibast-agents-library/production-line-optimization",
  "display_name": "Product Line Optimization Agent",
  "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/manufacturing_stacks/production_line_optimization_stack/production_line_optimization_agent.py",
  "target_filename": "production_line_optimization_agent.py",
  "expected_tool": "ProductionLineOptimizationAgent",
  "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": "Which production line needs attention today, and what is driving the loss?",
    "must_call": "ProductionLineOptimizationAgent",
    "must_include": [
      "Polymer Molding Line C",
      "Electronics Assembly Line A"
    ]
  },
  "copilot_studio": {
    "plugin": "mcs-assistant@copilot-studio-plugin",
    "minimum_pac_version": "2.9.3",
    "authoring_mode": "cli-copilot",
    "validated_pilot": {
      "display_name": "Product Line Optimization Pilot",
      "schema_name": "aibast_ProductLineOptimizationPilot",
      "bot_id": "643beb44-c693-44b6-b58d-7631cd1f190c",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "model": "Sonnet46",
      "skills": 4,
      "knowledge_files": 2,
      "changes_pushed": 7,
      "status": "Draft",
      "published": false,
      "preview_cases_passed": 4,
      "preview_cases_total": 4
    },
    "required_connections": [
      "Dynamics 365 ERP",
      "Azure IoT Hub through an approved connector, workflow, or API",
      "Power BI"
    ],
    "operations": [
      "line_efficiency",
      "bottleneck_analysis",
      "throughput_optimization",
      "shift_planning",
      "line_analysis",
      "optimization_plan",
      "implementation_plan",
      "risk_mitigation",
      "financial_analysis",
      "monitoring_plan"
    ],
    "publish_requires_confirmation": true,
    "validated_manual": {
      "display_name": "Product Line Manual",
      "bot_id": "4d061938-4440-441b-aa61-f5dd6c67885e",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "skills": 4,
      "knowledge_files": 2
    }
  },
  "demo_scenarios": [
    "production-line-health",
    "production-bottleneck",
    "production-plan"
  ]
}