{
  "apiVersion": "hub.example.com/v1alpha1",
  "kind": "ToolManifest",
  "metadata": {
    "name": "Knowledge Hub Context",
    "slug": "ingestion-context"
  },
  "spec": {
    "canonicalName": "knowledge.ingestion.context",
    "connectorToolName": "get_knowledge_context",
    "exposedNames": [
      "get_knowledge_context"
    ],
    "version": "1.0.0",
    "connectorType": "ingestion",
    "description": "Get bounded project context with citations.",
    "riskClass": "R1",
    "readOnly": true,
    "idempotent": true,
    "inputSchema": {
      "type": "object",
      "additionalProperties": false,
      "properties": {
        "project_id": {
          "type": "string",
          "format": "uuid"
        }
      },
      "required": [
        "project_id"
      ]
    },
    "outputSchema": {
      "type": "object"
    },
    "limits": {
      "timeoutMs": 30000,
      "maxOutputBytes": 131072,
      "maxItems": 20
    },
    "redactionProfile": "documents",
    "requiredScopes": [
      "project:{project}:read"
    ]
  }
}