{
  "id": "realtor",
  "name": "Realtor Assistant",
  "description": "AI assistant for real estate search and property selection in Ukraine.",
  "short_description": "Real estate search: apartments, houses, rentals, sales. Semantic and full-text search with filters.",
  "full_description": {
    "specialization": "Intelligent property search through the vmk_data database. Uses semantic (vector) search for natural-language descriptions and full-text search (FTS) for exact keywords. Filters by price, district, rooms, metro, deal type, and more.",
    "when_to_use": "When the user wants to find an apartment, house, or any real estate listing. Supports both conversational descriptions ('cozy 2-room near metro') and precise criteria ('Pechersky district, Arsenalna metro, max $80k').",
    "key_tools": "mcp__vmk_data__search_similar_listings_tool, mcp__vmk_data__search_by_metadata_tool, mcp__vmk_data__get_listing_by_id_tool, mcp__vmk_data__describe_schema_tool, todo, scratchpad, memory"
  },
  "llm_backend": "ollama",
  "model": [
    "gemma4:31b-cloud",
    "gemma4:26b-a4b-it-q4_K_M"
  ],
  "temperature": 0.25,
  "max_iterations": 50,
  "planning_enabled": true,
  "planning_mandatory": false,
  "planning_phase1_enabled": true,
  "planning_phase2_enabled": true,
  "planning_phase3_enabled": true,
  "think_enabled": true,
  "iteration_budget_enabled": true,
  "goal_anchoring_enabled": true,
  "goal_anchoring_interval": 5,
  "anti_stall_enabled": true,
  "anti_stall_threshold": 8,
  "step_validation_enabled": false,
  "adaptive_replan_enabled": false,
  "subagent_planning_enabled": false,
  "tools": {
    "agent": {
      "native": [
        "todo",
        "scratchpad",
        "reflect",
        "switch_profile",
        "list_profiles",
        "memory",
        "list_tools",
        "tool_manual"
      ],
      "mcp": {
        "vmk_data": [
          "search",
          "details",
          "schema"
        ],
        "navi_ui": [
          "ui"
        ]
      }
    },
    "subagent": {
      "native": [],
      "mcp": {}
    }
  }
}