{
  "schema": "aibast-deployment-recipe/1.0",
  "name": "@aibast-agents-library/personalized-marketing",
  "display_name": "Personalized Marketing Agent",
  "source_path": "agents/@aibast-agents-library/retail_cpg_stacks/personalized_marketing_stack/personalized_marketing_agent.py",
  "source_url": "https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/agents/@aibast-agents-library/retail_cpg_stacks/personalized_marketing_stack/personalized_marketing_agent.py",
  "target_filename": "personalized_marketing_agent.py",
  "expected_tool": "PersonalizedMarketingAgent",
  "operations": [
    "customer_segmentation",
    "campaign_design",
    "content_personalization",
    "performance_analysis",
    "campaign_workflow",
    "revenue_projection",
    "executive_brief"
  ],
  "manual_instructions": "manual/GLOBAL-INSTRUCTIONS.md",
  "manual_authoring": {
    "knowledge_files": 2,
    "skills": 7,
    "status": "source-assets-only",
    "publish": false
  },
  "manual_knowledge_files": [
    "manual/knowledge/aibast_personalized-marketing-synthetic-records.md",
    "manual/knowledge/aibast_personalized-marketing-rules-and-safety.md"
  ],
  "manual_skill_count": 7,
  "production_connectors": [
    "Approved read-only CRM or customer-insights feed",
    "Approved campaign review workflow"
  ],
  "write_controls": {
    "authenticated_tools_required": true,
    "explicit_human_approval_required": true,
    "authorization_check_required": true,
    "audit_log_required": true,
    "local_demo_performs_writes": false
  },
  "copilot_studio": {
    "authoring_mode": "manual-upload",
    "status": "not_initialized",
    "operations": [
      "customer_segmentation",
      "campaign_design",
      "content_personalization",
      "performance_analysis",
      "campaign_workflow",
      "revenue_projection",
      "executive_brief"
    ],
    "manual_knowledge_files": [
      "manual/knowledge/aibast_personalized-marketing-synthetic-records.md",
      "manual/knowledge/aibast_personalized-marketing-rules-and-safety.md"
    ],
    "manual_skill_count": 7,
    "required_connections": [
      "Approved read-only CRM or customer-insights feed",
      "Approved campaign review workflow"
    ],
    "publish_requires_confirmation": true,
    "plugin": "mcs-assistant@copilot-studio-plugin",
    "minimum_pac_version": "2.9.3",
    "validated_manual": {
      "display_name": "Personalized Marketing Manual",
      "bot_id": "f8487e1c-8db6-4a8c-81ea-d332e7b71598",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "model": "Sonnet46",
      "skills": 7,
      "knowledge_files": 2,
      "web_search_removed": true,
      "status": "Draft",
      "published": false,
      "preview_cases_passed": 7,
      "preview_cases_total": 7
    },
    "validated_pilot": {
      "display_name": "Personalized Marketing Pilot",
      "schema_name": "aibast_PersonalizedMarketingPilot",
      "bot_id": "c0a4b3a9-1422-4502-9939-28b87e1cb132",
      "environment_name": "kodyv8",
      "environment_id": "ee67a404-325c-e726-a18a-886fe708ca0b",
      "model": "Sonnet46",
      "skills": 7,
      "knowledge_files": 2,
      "changes_pushed": 7,
      "status": "Draft",
      "published": false,
      "preview_cases_passed": 7,
      "preview_cases_total": 7
    }
  },
  "smoke_test": {
    "prompt": "As Marketing Director, summarize the aggregate customer groups without using demographic traits.",
    "must_call": "PersonalizedMarketingAgent",
    "operation": "customer_segmentation",
    "persona": "Marketing Director",
    "must_include": [
      "Total Addressable Customers",
      "Synthetic aggregate planning data"
    ]
  },
  "safety_boundary": "The agent drafts recommendations only and never profiles sensitive traits, sends outreach, creates an offer, launches a campaign, issues a reward, or completes a purchase.",
  "safety": {
    "mode": "draft-only",
    "prohibits": [
      "sensitive profiling",
      "message sending",
      "offer creation",
      "campaign launch",
      "reward issuance",
      "purchase"
    ]
  },
  "registry_url": "https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/registry.json",
  "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"
  }
}