{
  "projectName": "metal-kompanion-mcp",
  "projectDescription": "MCP backend for Kompanion: memory/context/embedding provider over MCP, built from scratch (qtmcp-based) to persist conversation state and serve embeddings + retrieval to avoid forgetting across threads.",
  "lastTaskId": 24,
  "tasks": [
    {
      "id": 22,
      "title": "Handlers → DAL integration",
      "description": "Wire kom.memory.v1.upsert_memory/search_memory to IDatabase. Parse JSON with a real parser, validate against schemas, enforce scope and sensitivity rules.",
      "status": "todo",
      "priority": 490,
      "priorityDisplay": "P0",
      "dependsOn": [],
      "createdAt": "2025-10-14T00:30:26.285Z",
      "updatedAt": "2025-10-14T00:30:26.285Z",
      "subtasks": [
        {
          "id": "22.1",
          "title": "Replace ad-hoc JSON with parser (nlohmann/json or simdjson)",
          "status": "todo",
          "createdAt": "2025-10-14T00:30:33.761Z",
          "updatedAt": "2025-10-14T00:30:33.761Z",
          "activityLog": [
            {
              "timestamp": "2025-10-14T00:30:33.761Z",
              "type": "log",
              "message": "Subtask created with title: \"Replace ad-hoc JSON with parser (nlohmann/json or simdjson)\""
            }
          ]
        },
        {
          "id": "22.2",
          "title": "Validate request bodies against schemas before DAL calls",
          "status": "todo",
          "createdAt": "2025-10-14T00:30:39.868Z",
          "updatedAt": "2025-10-14T00:30:39.868Z",
          "activityLog": [
            {
              "timestamp": "2025-10-14T00:30:39.868Z",
              "type": "log",
              "message": "Subtask created with title: \"Validate request bodies against schemas before DAL calls\""
            }
          ]
        },
        {
          "id": "22.3",
          "title": "Scope & sensitivity enforcement (namespace/user + skip secret embeddings)",
          "status": "todo",
          "createdAt": "2025-10-14T00:30:45.261Z",
          "updatedAt": "2025-10-14T00:30:45.261Z",
          "activityLog": [
            {
              "timestamp": "2025-10-14T00:30:45.261Z",
              "type": "log",
              "message": "Subtask created with title: \"Scope & sensitivity enforcement (namespace/user + skip secret embeddings)\""
            }
          ]
        }
      ],
      "lastSubtaskIndex": 3,
      "relatedFiles": [],
      "activityLog": [
        {
          "timestamp": "2025-10-14T00:30:26.285Z",
          "type": "log",
          "message": "Task created with title: \"Handlers → DAL integration\""
        }
      ]
    },
    {
      "id": 23,
      "title": "Contract tests: DAL-backed tools",
      "description": "Expand CTest to cover DAL-backed upsert/search and backup export/import; include error cases and schema violations; run against build-komhands.",
      "status": "todo",
      "priority": 511,
      "priorityDisplay": "P1",
      "dependsOn": [],
      "createdAt": "2025-10-14T00:30:51.716Z",
      "updatedAt": "2025-10-14T00:30:51.716Z",
      "subtasks": [],
      "lastSubtaskIndex": 0,
      "relatedFiles": [],
      "activityLog": [
        {
          "timestamp": "2025-10-14T00:30:51.716Z",
          "type": "log",
          "message": "Task created with title: \"Contract tests: DAL-backed tools\""
        }
      ]
    },
    {
      "id": 24,
      "title": "Implement KompanionAI SDK",
      "description": "",
      "status": "todo",
      "priority": 489,
      "priorityDisplay": "medium",
      "dependsOn": [],
      "createdAt": "2025-10-16T09:24:13.006Z",
      "updatedAt": "2025-10-16T09:30:49.564Z",
      "subtasks": [
        {
          "id": "24.1",
          "title": "Define Message & Thread Model",
          "status": "done",
          "createdAt": "2025-10-16T09:25:41.659Z",
          "updatedAt": "2025-10-16T09:30:49.396Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:41.660Z",
              "type": "log",
              "message": "Subtask created with title: \"Define Message & Thread Model\""
            },
            {
              "timestamp": "2025-10-16T09:30:49.396Z",
              "type": "log",
              "message": "Status changed from \"todo\" to \"done\""
            }
          ]
        },
        {
          "id": "24.2",
          "title": "Implement Tool / Function Calling",
          "status": "done",
          "createdAt": "2025-10-16T09:25:41.835Z",
          "updatedAt": "2025-10-16T09:30:49.564Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:41.835Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Tool / Function Calling\""
            },
            {
              "timestamp": "2025-10-16T09:30:49.564Z",
              "type": "log",
              "message": "Status changed from \"todo\" to \"done\""
            }
          ]
        },
        {
          "id": "24.3",
          "title": "Implement Provider abstraction (multi-backend)",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.021Z",
          "updatedAt": "2025-10-16T09:25:42.021Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.021Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Provider abstraction (multi-backend)\""
            }
          ]
        },
        {
          "id": "24.4",
          "title": "Implement Completion / Reply / Streaming Events",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.197Z",
          "updatedAt": "2025-10-16T09:25:42.197Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.197Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Completion / Reply / Streaming Events\""
            }
          ]
        },
        {
          "id": "24.5",
          "title": "Implement Options / Policies / Privacy",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.371Z",
          "updatedAt": "2025-10-16T09:25:42.371Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.371Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Options / Policies / Privacy\""
            }
          ]
        },
        {
          "id": "24.6",
          "title": "Implement Embeddings (for RAG / memory)",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.547Z",
          "updatedAt": "2025-10-16T09:25:42.547Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.547Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Embeddings (for RAG / memory)\""
            }
          ]
        },
        {
          "id": "24.7",
          "title": "Implement Agent Loop Conveniences",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.723Z",
          "updatedAt": "2025-10-16T09:25:42.724Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.724Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Agent Loop Conveniences\""
            }
          ]
        },
        {
          "id": "24.8",
          "title": "Implement Error Model & Cancellation",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:42.898Z",
          "updatedAt": "2025-10-16T09:25:42.898Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:42.898Z",
              "type": "log",
              "message": "Subtask created with title: \"Implement Error Model & Cancellation\""
            }
          ]
        },
        {
          "id": "24.9",
          "title": "Expose to QML",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:43.075Z",
          "updatedAt": "2025-10-16T09:25:43.075Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:43.075Z",
              "type": "log",
              "message": "Subtask created with title: \"Expose to QML\""
            }
          ]
        },
        {
          "id": "24.10",
          "title": "Migrate KLLM to KompanionAI",
          "status": "todo",
          "createdAt": "2025-10-16T09:25:43.252Z",
          "updatedAt": "2025-10-16T09:25:43.252Z",
          "activityLog": [
            {
              "timestamp": "2025-10-16T09:25:43.252Z",
              "type": "log",
              "message": "Subtask created with title: \"Migrate KLLM to KompanionAI\""
            }
          ]
        }
      ],
      "lastSubtaskIndex": 10,
      "relatedFiles": [],
      "activityLog": [
        {
          "timestamp": "2025-10-16T09:24:13.006Z",
          "type": "log",
          "message": "Task created with title: \"Implement KompanionAI SDK\""
        }
      ]
    }
  ]
}