{
  "name": "[HUB] \u0416\u043e\u0440\u0430 AI Classifier",
  "description": null,
  "nodes": [
    {
      "id": "cls-trigger",
      "name": "When Called by \u0416\u043e\u0440\u0430",
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "typeVersion": 1.1,
      "position": [
        -800,
        0
      ],
      "parameters": {
        "inputSource": "passthrough"
      }
    },
    {
      "id": "<uuid>",
      "name": "Check if Reply",
      "type": "n8n-nodes-base.if",
      "typeVersion": 2.2,
      "position": [
        -600,
        0
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "reply-check",
              "operator": {
                "type": "boolean",
                "operation": "equals"
              },
              "leftValue": "={{ $json.is_reply }}",
              "rightValue": true
            }
          ]
        }
      }
    },
    {
      "id": "<uuid>",
      "name": "Load Reply Context (RPC)",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        -400,
        -200
      ],
      "parameters": {
        "url": "https://your-project.supabase.co/rest/v1/rpc/find_context_by_reply",
        "method": "POST",
        "options": {
          "timeout": 30000
        },
        "jsonBody": "={\n  \"p_telegram_message_id\": {{ $json.reply_to_message_id }},\n  \"p_chat_id\": {{ $json.chat_id }}\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Accept-Profile",
              "value": "smm_army"
            },
            {
              "name": "Content-Profile",
              "value": "smm_army"
            },
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "retryOnFail": true,
      "maxTries": 3,
      "waitBetweenTries": 2000
    },
    {
      "id": "<uuid>",
      "name": "Load Active Tasks",
      "type": "n8n-nodes-base.supabase",
      "typeVersion": 1,
      "position": [
        -400,
        0
      ],
      "parameters": {
        "limit": 5,
        "schema": "smm_army",
        "tableId": "tasks",
        "operation": "getAll",
        "filterType": "string",
        "filterString": "=chat_id=eq.{{ $json.chat_id }}&status=in.(completed)&order=updated_at.desc&limit=5",
        "useCustomSchema": true
      },
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "id": "<uuid>",
      "name": "Merge Context",
      "type": "n8n-nodes-base.merge",
      "typeVersion": 3.2,
      "position": [
        -200,
        0
      ],
      "parameters": {
        "numberInputs": 3
      }
    },
    {
      "id": "<TG_USER_ID>-c548-4ad5-b6b0-34d3179e5739",
      "name": "Extract Specific Context",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        0,
        0
      ],
      "parameters": {
        "jsCode": "// ============================================\n// \u041f\u0420\u041e\u0412\u0415\u0420\u041a\u0410: \u041e\u0442\u043a\u0443\u0434\u0430 \u043f\u0440\u0438\u0448\u043b\u0438 \u0434\u0430\u043d\u043d\u044b\u0435?\n// ============================================\n\nconst inputData = $input.first().json;\nconst messageData = $('When Called by \u0416\u043e\u0440\u0430').first().json;\n\n// ============================================\n// CASE 1: \u0414\u0430\u043d\u043d\u044b\u0435 \u043e\u0442 Load Context (RPC) \u2014 \u0443\u0436\u0435 \u0435\u0441\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442!\n// ============================================\n\nif (inputData.context_type) {\n  let content = inputData.content;\n  if (typeof content === 'string') {\n    try {\n      content = JSON.parse(content);\n    } catch (e) {\n      content = null;\n    }\n  }\n\n  let contextType = inputData.context_type;\n  if (contextType === 'photo_temp') {\n    contextType = 'photo';\n  } else if (contextType === 'forwarded_temp') {\n    contextType = 'forwarded';\n  }\n  \n  // \u0411\u0430\u0437\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 context\n  const contextData = {\n    context_type: contextType,\n    has_photo: contextType === 'photo',\n    photo_file_id: content?.photo_file_id || null,\n    has_forwarded: contextType === 'forwarded',\n    forwarded_content: contextType === 'forwarded' ? content : null,\n    task_id: inputData.task_id,\n    content: content\n  };\n  \n  // \u2705 \u041d\u041e\u0412\u041e\u0415: \u041f\u0430\u0440\u0441\u0438\u043c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0434\u043b\u044f POST\n  if (contextType === 'post') {\n    contextData.content = {\n      post_text: content?.text || '',\n      photo_file_id: content?.photo_file_id || null,\n      version: content?.version || 1,\n      sources: content?.sources || []\n    };\n  }\n\n  return {\n    json: {\n      user_message: messageData.text,\n      chat_id: messageData.chat_id,\n      message_id: messageData.message_id,\n      user_id: messageData.user_id,\n      reply_to_message_id: messageData.reply_to_message_id,\n      context: contextData\n    }\n  };\n}\n\n// \u0412\u0421\u0401 \u041e\u0421\u0422\u0410\u041b\u042c\u041d\u041e\u0415 \u0411\u0415\u0417 \u0418\u0417\u041c\u0415\u041d\u0415\u041d\u0418\u0419!\n// (CASE 2, CASE 0, \u0411\u041b\u041e\u041a 4, \u0411\u041b\u041e\u041a 5, \u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422 3 - \u041d\u0415 \u0422\u0420\u041e\u0413\u0410\u0415\u041c)\n\n// ============================================\n// CASE 2: Implicit context (NO Reply)\n// ============================================\n\nconst context = {\n  context_type: null,\n  content: null,\n  task_id: null,\n  has_forwarded: false,\n  forwarded_content: null,\n  has_photo: false,\n  photo_file_id: null\n};\n\nif (messageData.is_ready_photo_task === true) {\n  context.context_type = 'photo';\n  context.has_photo = true;\n  context.photo_file_id = messageData.photo_file_id;\n\n  return {\n    json: {\n      user_message: messageData.text,\n      chat_id: messageData.chat_id,\n      message_id: messageData.message_id,\n      user_id: messageData.user_id,\n      reply_to_message_id: messageData.reply_to_message_id,\n      context: context\n    }\n  };\n}\n\nlet recentMessages = [];\ntry {\n  const loadRecentData = $('Load Recent Messages').all();\n  if (loadRecentData && loadRecentData.length > 0) {\n    recentMessages = loadRecentData.map(item => {\n      const json = item.json;\n      if (json.content_data && typeof json.content_data === 'string') {\n        try {\n          json.content_data = JSON.parse(json.content_data);\n        } catch (e) {\n          console.log('Failed to parse content_data:', e);\n        }\n      }\n      return json;\n    });\n  }\n} catch (e) {\n  recentMessages = [];\n}\n\nif (recentMessages.length > 0) {\n  const clearCommand = recentMessages.find(m => \n    m.message_type === 'command' && \n    (m.content_data?.command === 'stop' || m.content_data?.command === 'start')\n  );\n\n  if (clearCommand) {\n    console.log(`[COMMAND] Found /${clearCommand.content_data.command}, checking if it clears context`);\n    \n    const lastPendingMessage = recentMessages.find(m =>\n      m.message_type === 'system' && \n      m.content_data && \n      (m.content_data.pending_photo || m.content_data.pending_forwarded)\n    );\n    \n    if (lastPendingMessage) {\n      const commandTime = new Date(clearCommand.created_at).getTime();\n      const pendingTime = new Date(lastPendingMessage.created_at).getTime();\n      \n      if (commandTime > pendingTime) {\n        console.log(`[COMMAND] Clearing implicit context (/${clearCommand.content_data.command} is newer than pending)`);\n        \n        return {\n          json: {\n            user_message: messageData.text,\n            chat_id: messageData.chat_id,\n            message_id: messageData.message_id,\n            user_id: messageData.user_id,\n            reply_to_message_id: messageData.reply_to_message_id,\n            context: {\n              context_type: null,\n              content: null,\n              task_id: null,\n              has_forwarded: false,\n              forwarded_content: null,\n              has_photo: false,\n              photo_file_id: null\n            }\n          }\n        };\n      } else {\n        console.log(`[COMMAND] /${clearCommand.content_data.command} is older than pending, ignoring`);\n      }\n    } else {\n      console.log(`[COMMAND] No pending context found, nothing to clear`);\n    }\n  }\n}\n\nif (recentMessages.length > 0) {\n  const lastSystemMessage = recentMessages\n    .filter(m => m.message_type === 'system' && m.content_data)\n    .sort((a, b) => new Date(b.created_at) - new Date(a.created_at))[0];\n\n  if (lastSystemMessage) {\n    if (lastSystemMessage.content_data.pending_photo) {\n      const photoMessageId = lastSystemMessage.content_data.pending_photo;\n      const photoMessage = recentMessages.find(m => m.telegram_message_id === photoMessageId);\n\n      if (photoMessage && photoMessage.content_data) {\n        context.context_type = 'photo';\n        context.has_photo = true;\n        context.photo_file_id = photoMessage.content_data.photo_file_id;\n      }\n    }\n    else if (lastSystemMessage.content_data.pending_forwarded) {\n      const forwardedMessageId = lastSystemMessage.content_data.pending_forwarded;\n      const forwardedMessage = recentMessages.find(m => m.telegram_message_id === forwardedMessageId);\n\n      if (forwardedMessage && forwardedMessage.content_data) {\n        context.context_type = 'forwarded';\n        context.has_forwarded = true;\n        context.forwarded_content = {\n          text: forwardedMessage.content_data.text,\n          forwarded_date: forwardedMessage.content_data.forwarded_date\n        };\n      }\n    }\n  }\n}\n\nif (!context.context_type && !messageData.reply_to_message_id) {\n  const allItems = $input.all();\n  \n  const lastSentMessage = allItems\n    .filter(item => \n      item.json?.message_type && \n      (item.json.message_type === 'longread' || item.json.task_id) &&\n      item.json.created_at\n    )\n    .sort((a, b) => new Date(b.json.created_at) - new Date(a.json.created_at))[0];\n  \n  if (lastSentMessage) {\n    console.log(`[TEMPORAL PROXIMITY] Found sent_message: ${lastSentMessage.json.message_type}`);\n    \n    if (lastSentMessage.json.message_type === 'longread') {\n      context.context_type = 'longread';\n      context.content = lastSentMessage.json.content_data;\n      if (typeof context.content === 'string') {\n        try {\n          context.content = JSON.parse(context.content);\n        } catch (e) {\n          console.log('[TEMPORAL PROXIMITY] Failed to parse longread:', e);\n        }\n      }\n    }\n    else if (lastSentMessage.json.task_id) {\n      const taskData = allItems.find(item => \n        item.json?.id === lastSentMessage.json.task_id &&\n        item.json?.department === 'research'\n      );\n      \n      if (taskData) {\n        context.context_type = 'research';\n        context.task_id = lastSentMessage.json.task_id;\n        context.content = taskData.json;\n      }\n    }\n  }\n}\n\nif (!context.context_type && messageData.reply_to_message_id) {\n  const allItems = $input.all();\n  const replyTarget = allItems.find(item => \n    item.json?.telegram_message_id === messageData.reply_to_message_id\n  );\n\n  if (replyTarget) {\n    console.log(`[REPLY CONTEXT] Found reply target: ${replyTarget.json.message_type}, task_id: ${replyTarget.json.task_id}`);\n    \n    if (replyTarget.json.message_type === 'longread') {\n      context.context_type = 'longread';\n      context.content = replyTarget.json.content_data;\n      if (typeof context.content === 'string') {\n        try {\n          context.content = JSON.parse(context.content);\n        } catch (e) {\n          console.log('[REPLY CONTEXT] Failed to parse longread content:', e);\n        }\n      }\n    }\n    else if (replyTarget.json.task_id) {\n      context.context_type = 'task';\n      context.task_id = replyTarget.json.task_id;\n    }\n    // \u2705 \u041d\u041e\u0412\u041e\u0415: \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 POST \u0432 allItems\n    else if (replyTarget.json.message_type === 'post') {\n  context.context_type = 'post';\n  context.content = {\n    post_text: replyTarget.json.content_data?.text || '',  // \u2705 \u0418\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e!\n    photo_file_id: replyTarget.json.content_data?.photo_file_id || null,\n    version: replyTarget.json.content_data?.version || 1,\n    sources: replyTarget.json.content_data?.sources || []\n  };\n}\n  } else {\n    console.log(`[REPLY CONTEXT] Reply target not found: message_id ${messageData.reply_to_message_id}`);\n  }\n}\n\nreturn {\n  json: {\n    user_message: messageData.text,\n    chat_id: messageData.chat_id,\n    message_id: messageData.message_id,\n    user_id: messageData.user_id,\n    reply_to_message_id: messageData.reply_to_message_id,\n    context: context\n  }\n};"
      }
    },
    {
      "id": "<uuid>",
      "name": "Prepare AI Prompt",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        200,
        0
      ],
      "parameters": {
        "jsCode": "const data = $input.first().json;\n\n// ============================================\n// USER PROMPT: \u0422\u041e\u041b\u042c\u041a\u041e \u0424\u0410\u041a\u0422\u042b!\n// ============================================\n\nlet userPrompt = `**\u0417\u0430\u043f\u0440\u043e\u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f:**\n\"${data.user_message || data.text}\"\n`;\n\n// \u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 (\u0442\u043e\u043b\u044c\u043a\u043e \u0444\u0430\u043a\u0442\u044b)\nif (data.context && data.context.context_type) {\n  \n  userPrompt += `\\n**\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442:**\\n`;\n  \n  if (data.context.context_type === 'photo') {\n    userPrompt += `- \u0422\u0438\u043f: \u0444\u043e\u0442\u043e\\n`;\n    userPrompt += `- Photo ID: ${data.context.photo_file_id}\\n`;\n  }\n  \n  else if (data.context.context_type === 'forwarded') {\n    userPrompt += `- \u0422\u0438\u043f: \u043f\u0435\u0440\u0435\u0441\u043b\u0430\u043d\u043d\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\\n`;\n    userPrompt += `- \u0422\u0435\u043a\u0441\u0442: \"${data.context.forwarded_content.text}\"\\n`;\n  }\n  \n  else if (data.context.context_type === 'longread') {\n    userPrompt += `- \u0422\u0438\u043f: \u043b\u043e\u043d\u0433\u0440\u0438\u0434\\n`;\n    if (data.context.content && data.context.content.news_list) {\n      userPrompt += `- \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0435 \u043d\u043e\u0432\u043e\u0441\u0442\u0438:\\n`;\n      userPrompt += data.context.content.news_list\n        .map(n => `  ${n.id}. ${n.title}`)\n        .join('\\n') + '\\n';\n    }\n  }\n  \n  else if (data.context.context_type === 'task') {\n    userPrompt += `- \u0422\u0438\u043f: \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430\\n`;\n    userPrompt += `- Task ID: ${data.context.task_id}\\n`;\n  }\n  \n  else {\n    userPrompt += `- \u0422\u0438\u043f: ${data.context.context_type}\\n`;\n  }\n  \n} else {\n  userPrompt += `\\n**\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442:** \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442\\n`;\n}\n\n// ============================================\n// \u0411\u0415\u0417\u041e\u041f\u0410\u0421\u041d\u041e\u0415 \u041e\u0411\u0420\u0410\u0429\u0415\u041d\u0418\u0415 \u041a LOAD ACTIVE TASKS\n// ============================================\n\nlet completedTasks = [];\n\ntry {\n  const loadTasksData = $('Load Active Tasks').all();\n  if (loadTasksData && loadTasksData.length > 0) {\n    completedTasks = loadTasksData;\n  }\n} catch (e) {\n  // Load Active Tasks \u043d\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u043b\u0430\u0441\u044c \u0438\u043b\u0438 \u0432\u0435\u0440\u043d\u0443\u043b\u0430 \u043e\u0448\u0438\u0431\u043a\u0443\n  completedTasks = [];\n}\n\n// \u0424\u0438\u043b\u044c\u0442\u0440\u0443\u0435\u043c \u0432\u0430\u043b\u0438\u0434\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438\nconst validTasks = completedTasks.filter(task => task.json && task.json.id);\n\n// Completed \u0437\u0430\u0434\u0430\u0447\u0438 (\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f iterative cycles)\nif (validTasks.length > 0) {\n  userPrompt += `\\n**\u0417\u0430\u0434\u0430\u0447\u0438 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c completed (\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f task_update):**\\n`;\n  validTasks.forEach(task => {\n    const t = task.json;\n    userPrompt += `- ${t.department}: \"${t.initial_prompt}\" (ID: ${t.id}, \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u043e: ${new Date(t.updated_at).toLocaleString('ru-RU')})\\n`;\n  });\n} else {\n  userPrompt += `\\n**\u0417\u0430\u0434\u0430\u0447\u0438 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c completed:** \u043d\u0435\u0442\\n`;\n}\n\n// ============================================\n// \u0418\u0417\u0412\u041b\u0415\u041a\u0410\u0415\u041c \u0414\u0410\u041d\u041d\u042b\u0415 \u0414\u041b\u042f ORIGINAL_DATA\n// ============================================\n\nconst completedTasksData = validTasks.map(task => task.json);\n\n// ============================================\n// \u0412\u041e\u0417\u0412\u0420\u0410\u0429\u0410\u0415\u041c \u0421 COMPLETED_TASKS\n// ============================================\n\nreturn {\n  json: {\n    user_prompt: userPrompt.trim(),\n    original_data: {\n      ...data,\n      completed_tasks: completedTasksData  // \u2190 \u041a\u041b\u042e\u0427\u0415\u0412\u041e\u0415 \u0418\u0417\u041c\u0415\u041d\u0415\u041d\u0418\u0415\n    }\n  }\n};"
      }
    },
    {
      "id": "<uuid>",
      "name": "Validate AI Output",
      "type": "n8n-nodes-base.if",
      "typeVersion": 2.2,
      "position": [
        600,
        0
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "intent-check",
              "operator": {
                "type": "string",
                "operation": "notEmpty",
                "singleValue": true
              },
              "leftValue": "={{ $json.output.intent }}",
              "rightValue": ""
            },
            {
              "id": "department-check-if-new-task",
              "operator": {
                "type": "string",
                "operation": "notEmpty",
                "singleValue": true
              },
              "leftValue": "={{ $json.output.intent === 'new_task' ? ($json.output.department || '') : 'ok' }}",
              "rightValue": ""
            }
          ]
        }
      }
    },
    {
      "id": "<uuid>",
      "name": "Send Error to Telegram",
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1.2,
      "position": [
        600,
        200
      ],
      "parameters": {
        "text": "\u0411\u0440\u0430\u0442, \u043d\u0435 \u043f\u043e\u043d\u044f\u043b \u0437\u0430\u043f\u0440\u043e\u0441. \u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u0435\u0449\u0451 \u0440\u0430\u0437.",
        "chatId": "={{ $('When Called by \u0416\u043e\u0440\u0430').first().json.chat_id }}",
        "resource": "message",
        "operation": "sendMessage",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "id": "<uuid>",
      "name": "AI Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "typeVersion": 1.7,
      "position": [
        400,
        0
      ],
      "parameters": {
        "text": "={{ $json.user_prompt }}",
        "options": {
          "systemMessage": "=\u0422\u044b \u2014 \u041a\u0432\u0430\u043b\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440 \u0434\u043b\u044f SMM \u0430\u0433\u0435\u043d\u0442\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b. \u041e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0439 INTENT \u0438 DEPARTMENT.\n\n## \u0422\u0415\u0420\u041c\u0418\u041d\u041e\u041b\u041e\u0413\u0418\u042f\n\n**\u0421\u0442\u0430\u0442\u0443\u0441\u044b \u0437\u0430\u0434\u0430\u0447 (\u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432 \u0411\u0414):**\n\n| \u0421\u0442\u0430\u0442\u0443\u0441 | \u041a\u043e\u0433\u0434\u0430 \u0437\u0430\u0434\u0430\u0447\u0430 \u0432 \u044d\u0442\u043e\u043c \u0441\u0442\u0430\u0442\u0443\u0441\u0435 | \u0422\u0432\u043e\u0451 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 |\n|--------|------------------------------|---------------|\n| `created` | \u0422\u044b \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0442\u043e \u0441\u043e\u0437\u0434\u0430\u043b \u0437\u0430\u0434\u0430\u0447\u0443 | \u274c task_update \u041d\u0415\u0412\u041e\u0417\u041c\u041e\u0416\u0415\u041d |\n| `in_progress` | Department \u0430\u0433\u0435\u043d\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430\u0434 \u0437\u0430\u0434\u0430\u0447\u0435\u0439 | \u274c task_update \u041d\u0415\u0412\u041e\u0417\u041c\u041e\u0416\u0415\u041d |\n| `completed` | \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 v1 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e | \u2705 task_update \u0412\u041e\u0417\u041c\u041e\u0416\u0415\u041d |\n| `failed` | \u041e\u0448\u0438\u0431\u043a\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447\u0438 | \u274c task_update \u041d\u0415\u0412\u041e\u0417\u041c\u041e\u0416\u0415\u041d |\n\n**\u0414\u043b\u044f iterative cycles:** \u0422\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0448\u044c \u0437\u0430\u0434\u0430\u0447\u0438 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` \u0432 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435.\n\n**\u041b\u043e\u0433\u0438\u043a\u0430:** \u0415\u0441\u043b\u0438 user \u0412\u0418\u0414\u0415\u041b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 (v1 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d \u0432 Telegram) \u2192 \u043c\u043e\u0436\u0435\u0448\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c `intent = task_update` \u0411\u0415\u0417 reply.\n\n**\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0442\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0448\u044c:**\n- **completed_tasks** = \u0437\u0430\u0434\u0430\u0447\u0438 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` \u0438\u0437 \u0411\u0414 (\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f task_update)\n- **sent_messages** = \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f (research/longread \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b), \u0441\u043e\u0445\u0440\u0430\u043d\u0451\u043d\u043d\u044b\u0435 \u0434\u043b\u044f reply handling\n  - \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430: `{task_id, version_index, file_id, message_id, timestamp}`\n  - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0448\u044c \u0434\u043b\u044f: reply context \u0438 temporal proximity \u043f\u0440\u0438 \u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u0445\n- **recent_messages** = 3 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0445 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0438\u0437 \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u0447\u0430\u0442\u0430\n  - \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0448\u044c \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f: pending_photo, pending_forwarded (implicit context)\n\n## INTENT \u0442\u0438\u043f\u044b\n- **new_task** \u2014 \u043d\u043e\u0432\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430\n- **task_update** \u2014 \u043f\u0440\u0430\u0432\u043a\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0439 \u0437\u0430\u0434\u0430\u0447\u0438 (\u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` \u0438\u043b\u0438 \u0447\u0435\u0440\u0435\u0437 reply)\n- **dialogue** \u2014 \u0443\u0442\u043e\u0447\u043d\u044f\u044e\u0449\u0438\u0439 \u0432\u043e\u043f\u0440\u043e\u0441\n\n## DEPARTMENT \u0442\u0438\u043f\u044b\n- **copywriting** \u2014 \u043f\u043e\u0441\u0442\u044b (\u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0435, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 iterative cycles)\n- **research** \u2014 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u043c\u044b (Jina Deep Search + SerpAPI + \u0441\u0438\u043d\u0442\u0435\u0437), \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 report\n- **image_gen** \u2014 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u0430 (\u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 iterative cycles)\n- **image_edit** \u2014 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u0444\u043e\u0442\u043e (\u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 iterative cycles)\n- **longwriter** \u2014 \u043b\u043e\u043d\u0433\u0440\u0438\u0434\u044b \u0438\u0437 \u0433\u043e\u043b\u043e\u0441\u043e\u0432\u044b\u0445/\u0437\u0430\u043c\u0435\u0442\u043e\u043a (GitHub Gist + \u0440\u0430\u0437\u0432\u0451\u0440\u043d\u0443\u0442\u044b\u0439 \u0442\u0435\u043a\u0441\u0442)\n- **reels_ideas** \u2014 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0438\u0434\u0435\u0439 \u0438\u0437 \u0441\u0441\u044b\u043b\u043e\u043a (YouTube/TikTok/Instagram reels \u2192 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0442 \u2192 \u0438\u0434\u0435\u044f \u0432 \u0431\u0430\u0437\u0435)\n\n**Triggers \u0434\u043b\u044f department routing:**\n- \"\u043d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442\", \"\u0441\u043e\u0437\u0434\u0430\u0439 \u043f\u043e\u0441\u0442\" \u2192 **copywriting**\n- \"\u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0439\", \"\u0440\u0430\u0437\u0431\u0435\u0440\u0438\", \"\u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0440\u044b\u043d\u043e\u043a\" \u2192 **research**\n- \"\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0443\", \"\u043d\u0430\u0440\u0438\u0441\u0443\u0439\" \u2192 **image_gen**\n- (\u0444\u043e\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u043e) + \"\u043f\u043e\u043f\u0440\u0430\u0432\u044c\" \u2192 **image_edit**\n- \"\u043d\u0430\u043f\u0438\u0448\u0438 \u043b\u043e\u043d\u0433\u0440\u0438\u0434\", \"\u0440\u0430\u0437\u0432\u0451\u0440\u043d\u0443\u0442\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f\", \"\u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0441\u043a\u0440\u043e\u0439\" \u2192 **longwriter**\n- (\u043b\u044e\u0431\u0430\u044f \u0441\u0441\u044b\u043b\u043a\u0430 URL \u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438) \u0418\u041b\u0418 \"\u0441\u043e\u0445\u0440\u0430\u043d\u0438 \u0438\u0434\u0435\u044e\", \"\u0437\u0430\u043f\u0438\u0448\u0438 \u043c\u044b\u0441\u043b\u044c\" \u2192 **reels_ideas**\n**Triggers \u0434\u043b\u044f department routing:**\n- \"\u043d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442\", \"\u0441\u043e\u0437\u0434\u0430\u0439 \u043f\u043e\u0441\u0442\", \"\u0441\u0434\u0435\u043b\u0430\u0439 \u043a\u0430\u0440\u0442\u043e\u0447\u043a\u0443\" \u2192 **copywriting**\n- \"\u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0439\", \"\u0440\u0430\u0437\u0431\u0435\u0440\u0438\", \"\u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0438 \u043f\u0440\u043e\", \"\u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0440\u044b\u043d\u043e\u043a\" \u2192 **research**\n- \"\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0443\", \"\u043d\u0430\u0440\u0438\u0441\u0443\u0439\", \"create image\" \u2192 **image_gen**\n- (\u0444\u043e\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u043e) + \"\u0438\u0441\u043f\u0440\u0430\u0432\u044c\", \"\u043f\u043e\u043f\u0440\u0430\u0432\u044c\" \u2192 **image_edit**\n\n\n**Longread** \u2014 \u0430\u0432\u0442\u043e\u043f\u0438\u043b\u043e\u0442 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u0430\u044f \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0430 (\u041d\u0415 department, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430)\n\n---\n\n## \u041f\u0420\u0410\u0412\u0418\u041b\u041e #0: PHOTO PRESENCE (\u043d\u0430\u0438\u0432\u044b\u0441\u0448\u0438\u0439 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442)\n\n**\u0415\u0441\u043b\u0438 \u0422\u0415\u041a\u0423\u0429\u0415\u0415 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0444\u043e\u0442\u043e:**\n\u2192 \u0412\u0421\u0415\u0413\u0414\u0410 `intent = new_task`, `department = image_edit`\n\u2192 \u0418\u0413\u041d\u041e\u0420\u0418\u0420\u041e\u0412\u0410\u0422\u042c \u043b\u044e\u0431\u043e\u0439 context (completed_tasks, pending_photo, \u0432\u0441\u0435 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u044b)\n\u2192 \u0424\u043e\u0442\u043e \u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438 = \u0441\u0431\u0440\u043e\u0441 \u0432\u0441\u0435\u0433\u043e, \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n\n**\u0418\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435:** Reply \u0411\u0415\u0417 \u0444\u043e\u0442\u043e \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438 \u2192 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 reply context (\u041f\u0420\u0410\u0412\u0418\u041b\u041e #1)\n\n---\n\n## \u041f\u0420\u0410\u0412\u0418\u041b\u041e #1: REPLY PRIORITY\n\n**\u0415\u0441\u043b\u0438 \u0435\u0441\u0442\u044c reply \u043d\u0430 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 (\u0411\u0415\u0417 \u0444\u043e\u0442\u043e \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438):**\n\u2192 `intent = task_update`\n\u2192 `target_task_id` = \u0438\u0437 reply context (sent_messages \u0438\u043b\u0438 completed_tasks)\n\u2192 \u0418\u0413\u041d\u041e\u0420\u0418\u0420\u041e\u0412\u0410\u0422\u042c \u0432\u0441\u0435 \u0434\u0440\u0443\u0433\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u044b\n\n**\u0418\u0421\u041a\u041b\u042e\u0427\u0415\u041d\u0418\u0415:** Reply \u043d\u0430 research/longread \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b:\n- Reply + \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435\" \u2192 `new_task`, `copywriting` (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u043a\u0430\u043a source)\n- Reply + \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c \u0444\u043e\u043a\u0443\u0441\u043e\u043c\" \u2192 `new_task`, `research` (\u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 research)\n- **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** Research \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u041d\u0415 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f\n- **\u0422\u0432\u043e\u0451 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:** \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u2014 \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442\" = copywriting, \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439\" = \u043d\u043e\u0432\u044b\u0439 research\n\n**\u041f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442:** Reply > Completed Tasks > Implicit Context\n\n---\n\n## \u041f\u0420\u0410\u0412\u0418\u041b\u041e #2: NEW_TASK vs TASK_UPDATE (Copywriting)\n\n**\u041a\u0420\u0418\u0422\u0418\u0427\u041d\u041e:** \u041e\u0442\u043b\u0438\u0447\u0430\u0439 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u043e\u0442 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e.\n\n### Copywriting: new_task vs task_update (\u0411\u0415\u0417 reply)\n\n**new_task \u0435\u0441\u043b\u0438:**\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u043f\u043e\u043b\u043d\u0443\u044e \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e**: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e X\", \"\u0421\u043e\u0437\u0434\u0430\u0439 \u043f\u043e\u0441\u0442 \u043e Y\"\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u043f\u0440\u043e **\u043d\u043e\u0432\u044b\u0439 \u0442\u043e\u043f\u0438\u043a** (\u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u0435\u043d completed task)\n- \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0433\u043b\u0430\u0433\u043e\u043b\u044b: \"\u041d\u0430\u043f\u0438\u0448\u0438\", \"\u0421\u043e\u0437\u0434\u0430\u0439\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u043f\u043e\u0441\u0442\"\n\n**task_update \u0435\u0441\u043b\u0438:**\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f**: \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\", \"\u0414\u043e\u0431\u0430\u0432\u044c\", \"\u0423\u0431\u0435\u0440\u0438\", \"\u0418\u0437\u043c\u0435\u043d\u0438\"\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u0438\u043b\u044f/\u043f\u043e\u0434\u0430\u0447\u0438**: \"\u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043f\u043e-\u0434\u0440\u0443\u0433\u043e\u043c\u0443\", \"\u0434\u0430\u0432\u0430\u0439 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u0435\u0435\", \"\u043f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u0441\u0442\u0438\u043b\u044c\", \"\u0441\u0434\u0435\u043b\u0430\u0439 \u043f\u0440\u043e\u0449\u0435\"\n- \u0417\u0430\u043f\u0440\u043e\u0441 **\u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0439**: \"\u0414\u043e\u0431\u0430\u0432\u044c \u044d\u043c\u043e\u0434\u0437\u0438\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u043a\u043e\u0440\u043e\u0447\u0435\", \"\u0410 \u0434\u0430\u0432\u0430\u0439 \u0438\u043d\u0430\u0447\u0435\" (\u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442)\n- \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0433\u043b\u0430\u0433\u043e\u043b\u044b: \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\", \"\u0414\u043e\u0431\u0430\u0432\u044c\", \"\u0423\u0431\u0435\u0440\u0438\", \"\u0418\u0437\u043c\u0435\u043d\u0438\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u043a\u043e\u0440\u043e\u0447\u0435\", \"\u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\", \"\u0414\u0430\u0432\u0430\u0439\", \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439\"\n\n**\u041f\u0420\u0418\u041c\u0415\u0420\u042b:**\n\n\u2705 new_task:\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e \u043d\u043e\u0432\u044b\u0439 iPhone\" \u2192 new_task\n- \"\u0421\u043e\u0437\u0434\u0430\u0439 \u043f\u043e\u0441\u0442 \u043e blockchain\" \u2192 new_task\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e 4 \u043d\u043e\u0432\u043e\u0441\u0442\u0438\" (completed: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e 4 \u043d\u043e\u0432\u043e\u0441\u0442\u0438\") \u2192 new_task\n  - **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** \u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f = \u043d\u043e\u0432\u044b\u0439 \u043f\u043e\u0441\u0442, \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\n\n\u2705 task_update:\n- \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438 \u043a\u043e\u0440\u043e\u0447\u0435\" (completed: copywriting) \u2192 task_update\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u0440\u0430\u0437\u0434\u0435\u043b \u043f\u0440\u043e Claude\" (completed: copywriting) \u2192 task_update\n- \"\u0423\u0431\u0435\u0440\u0438 \u0432\u043e\u0434\u0443\" (completed: copywriting) \u2192 task_update\n- \"\u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u0435\u0435 \u0434\u043e\u043d\u0435\u0441\u0442\u0438\" (completed: copywriting) \u2192 task_update\n- \"\u0414\u0430\u0432\u0430\u0439 \u043f\u043e-\u0434\u0440\u0443\u0433\u043e\u043c\u0443, \u043f\u0440\u043e\u0449\u0435\" (completed: copywriting) \u2192 task_update\n- \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u043f\u043e\u0434\u0430\u0447\u0443 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u043e\u0433\u043e \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u044f\" (completed: copywriting) \u2192 task_update\n\n\u274c \u0422\u0418\u041f\u0418\u0427\u041d\u0410\u042f \u041e\u0428\u0418\u0411\u041a\u0410:\n- User: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e X\"\n- Completed: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e X\"\n- \u041d\u0415\u041f\u0420\u0410\u0412\u0418\u041b\u042c\u041d\u041e: task_update \u2190 User \u0445\u043e\u0447\u0435\u0442 \u041d\u041e\u0412\u042b\u0419 \u043f\u043e\u0441\u0442!\n- \u041f\u0420\u0410\u0412\u0418\u041b\u042c\u041d\u041e: new_task\n\n**\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0435 \u043e\u0442\u043b\u0438\u0447\u0438\u0435:**\n- \"\u041d\u0430\u043f\u0438\u0448\u0438\" / \"\u0421\u043e\u0437\u0434\u0430\u0439\" = **\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435** \u043d\u043e\u0432\u043e\u0433\u043e \u2192 new_task\n- \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\" / \"\u0414\u043e\u0431\u0430\u0432\u044c\" / \"\u0423\u0431\u0435\u0440\u0438\" = **\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435** \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u2192 task_update\n\n### \u041d\u0435\u044f\u0432\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0441 completed_tasks (\u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422 #3)\n\n**\u0415\u0441\u043b\u0438:**\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u043d\u0435\u044f\u0432\u043d\u0443\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f**: \"\u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\", \"\u0434\u0430\u0432\u0430\u0439\", \"\u0430 \u043a\u0430\u043a \u043d\u0430\u0441\u0447\u0435\u0442\"\n- `context.context_type = null` (\u043d\u0435\u0442 reply, \u043d\u0435\u0442 implicit context)\n- `completed_tasks` \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u043f\u043e department\n\n**\u0422\u041e:**\n- `intent = task_update`\n- `target_task_id` = \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u044f\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u043f\u043e department (\u0441\u0430\u043c\u0430\u044f \u0441\u0432\u0435\u0436\u0430\u044f \u043f\u043e `updated_at`)\n\n**\u041f\u0420\u0418\u041c\u0415\u0420\u042b:**\n\n\u2705 task_update (\u043d\u0435\u044f\u0432\u043d\u044b\u0439):\n- User: \"\u0410 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e \u0434\u043e\u043d\u0435\u0441\u0442\u0438\"\n- completed_tasks: [copywriting \u0437\u0430\u0434\u0430\u0447\u0430 \u043e\u0442 16:08:26, copywriting \u0437\u0430\u0434\u0430\u0447\u0430 \u043e\u0442 15:29:43]\n- \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442: `task_update`, `target_task_id` = copywriting \u0437\u0430\u0434\u0430\u0447\u0430 \u043e\u0442 16:08:26 (\u0441\u0430\u043c\u0430\u044f \u0441\u0432\u0435\u0436\u0430\u044f)\n\n\u2705 task_update (\u043d\u0435\u044f\u0432\u043d\u044b\u0439):\n- User: \"\u0414\u0430\u0432\u0430\u0439 \u043f\u043e-\u0434\u0440\u0443\u0433\u043e\u043c\u0443\"\n- completed_tasks: [copywriting \u0437\u0430\u0434\u0430\u0447\u0430]\n- \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442: `task_update`, `target_task_id` = copywriting \u0437\u0430\u0434\u0430\u0447\u0430\n\n\u274c new_task (\u044f\u0432\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f):\n- User: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e X\"\n- completed_tasks: [copywriting \u0437\u0430\u0434\u0430\u0447\u0430]\n- \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442: `new_task` (\u043f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f = \u043d\u043e\u0432\u044b\u0439 \u043f\u043e\u0441\u0442)\n\n**\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0435 \u043e\u0442\u043b\u0438\u0447\u0438\u0435:**\n- \"\u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\", \"\u0434\u0430\u0432\u0430\u0439\", \"\u0430 \u043a\u0430\u043a \u043d\u0430\u0441\u0447\u0435\u0442\" = **\u043f\u0440\u0430\u0432\u043a\u0430 \u0441\u0442\u0438\u043b\u044f** \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u2192 task_update \u0441 target_task_id\n- \"\u041d\u0430\u043f\u0438\u0448\u0438\", \"\u0421\u043e\u0437\u0434\u0430\u0439\" = **\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435** \u043d\u043e\u0432\u043e\u0433\u043e \u2192 new_task\n\n---\n\n## TEMPORAL PROXIMITY (\u041f\u0440\u0438\u043d\u0446\u0438\u043f \u0415\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u041e\u0431\u0449\u0435\u043d\u0438\u044f)\n\n**\u0424\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u044f:** \u041e\u0431\u0449\u0435\u043d\u0438\u0435 \u0441 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 \u043a\u0430\u043a \u0441 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c. \u0415\u0441\u043b\u0438 \u043d\u0435\u0434\u0430\u0432\u043d\u043e \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u043b \u043a\u043e\u043d\u0442\u0435\u043d\u0442, \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043a\u0430\u0441\u0430\u0435\u0442\u0441\u044f \u0435\u0433\u043e.\n\n**\u041f\u0440\u0438\u043d\u0446\u0438\u043f:** \u0427\u0442\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e (\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u043c \u0438\u043b\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439) \u2192 \u0442\u043e \u0432 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u0435\n\n**\u0418\u0435\u0440\u0430\u0440\u0445\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u0432 (\u043f\u043e \u0443\u0431\u044b\u0432\u0430\u043d\u0438\u044e \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u0430):**\n\n1. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #0:** \u0424\u043e\u0442\u043e \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438 (\u0410\u0411\u0421\u041e\u041b\u042e\u0422\u041d\u042b\u0419 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442 - \u0441\u0431\u0440\u043e\u0441 \u0432\u0441\u0435\u0433\u043e)\n2. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #1:** Reply (\u0412\u042b\u0421\u041e\u041a\u0418\u0419 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442, \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435: research/longread)\n3. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #2:** NEW_TASK vs TASK_UPDATE \u0434\u043b\u044f Copywriting (\u0440\u0430\u0437\u043b\u0438\u0447\u0430\u0439 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 vs \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435)\n4. **\u0412\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u0431\u043b\u0438\u0437\u043e\u0441\u0442\u044c:** \u0427\u0442\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 - pending context \u0438\u043b\u0438 sent_messages (\u043f\u043e timestamp)\n   - \u0415\u0441\u043b\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f = pending_photo \u2192 `image_edit`\n   - \u0415\u0441\u043b\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f = pending_forwarded \u2192 `copywriting`/`research`\n   - \u0415\u0441\u043b\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u044b = sent_messages \u2192 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u043a\u0430\u043a source\n5. **Completed tasks:** \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 task_update \u043f\u043e department (\u0435\u0441\u043b\u0438 \u043d\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0441\u0432\u0435\u0436\u0435\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430)\n\n### \u041f\u0440\u0438\u043c\u0435\u0440\u044b \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0431\u043b\u0438\u0437\u043e\u0441\u0442\u0438:\n\n**G1: pending_photo + pending_forwarded (\u043e\u0431\u0430 \u0435\u0441\u0442\u044c)**\n- User: Forwarded (10:00) \u2192 Photo (10:05) \u2192 \"\u0421\u0434\u0435\u043b\u0430\u0439 \u043e\u0431 \u044d\u0442\u043e\u043c\"\n\u2192 Photo \u043f\u043e\u0437\u0436\u0435 (10:05) \u2192 `image_edit`\n\n**G2: pending_photo + sent_messages**\n- System: Research \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d (10:00) \u2192 User: Photo (10:05) \u2192 \"\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 \u044d\u0442\u043e\"\n\u2192 Photo \u043e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u043f\u043e\u0437\u0436\u0435 (10:05) \u2192 `image_edit`\n\n**F8: sent_messages + \u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441**\n- System: Research \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d (10:05) \u2192 User: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e \u044d\u0442\u043e\" (10:06)\n\u2192 \u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u044b = research \u2192 `copywriting` \u0441 source=research\n\n**F10: Multiple sent_messages**\n- System: Longread (10:00) \u2192 Research (10:05) \u2192 User: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u0440\u043e \u044d\u0442\u043e\" (10:06)\n\u2192 \u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439 sent_message = research (10:05) \u2192 `copywriting` \u0441 source=research\n\n**\u0422\u0432\u043e\u0451 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:** \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u2014 \"\u043f\u0440\u043e \u044d\u0442\u043e\" \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0438\u0439 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438\n\n---\n\n## IMPLICIT CONTEXT (pending_photo, pending_forwarded)\n\n**\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u0435:** \u041a\u043e\u043c\u0430\u043d\u0434\u044b /stop \u0438 /start \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0414\u041e \u0442\u0435\u0431\u044f \u0438 \u043e\u0447\u0438\u0449\u0430\u044e\u0442 implicit context (\u0442\u044b \u0438\u0445 \u043d\u0435 \u0432\u0438\u0434\u0438\u0448\u044c).\n\n### \u041e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b (\u0418\u0413\u041d\u041e\u0420\u0418\u0420\u041e\u0412\u0410\u0422\u042c implicit context):\n- \u0421\u043e\u0434\u0435\u0440\u0436\u0438\u0442 URL: \"https://apple.com \u043d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442\"\n- \u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e \u043d\u043e\u0432\u043e\u043c iPhone\"\n- \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f: \"\u041d\u0430\u0440\u0438\u0441\u0443\u0439 \u0440\u043e\u0431\u043e\u0442\u0430\", \"\u0421\u043e\u0437\u0434\u0430\u0439 \u0432\u0438\u0434\u0435\u043e\"\n\n### \u041d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b (\u0418\u0421\u041f\u041e\u041b\u042c\u0417\u041e\u0412\u0410\u0422\u042c implicit context + temporal proximity):\n- \u041c\u0435\u0441\u0442\u043e\u0438\u043c\u0435\u043d\u0438\u044f: \"\u0423\u0431\u0435\u0440\u0438 \u044d\u0442\u043e\", \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043e\u0431 \u044d\u0442\u043e\u043c\"\n- \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0431\u0435\u0437 \u043e\u0431\u044a\u0435\u043a\u0442\u0430: \"\u0423\u0431\u0435\u0440\u0438 \u0444\u043e\u043d\", \"\u0418\u0437\u043c\u0435\u043d\u0438 \u0446\u0432\u0435\u0442\"\n\n**\u0415\u0441\u043b\u0438 pending_photo \u0418 \u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u0435\u043d:**\n\u2192 `department = image_edit`, `intent = new_task`\n\n**\u0415\u0441\u043b\u0438 pending_forwarded \u0418 \u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u0435\u043d:**\n\u2192 `department = copywriting` \u0438\u043b\u0438 `research` (\u043f\u043e \u0441\u043c\u044b\u0441\u043b\u0443), `intent = new_task`\n\n**\u0415\u0441\u043b\u0438 \u043e\u0431\u0430 pending:** \u0412\u044b\u0431\u0438\u0440\u0430\u0439 \u043f\u043e timestamp (\u0447\u0442\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u043b \u043f\u043e\u0437\u0436\u0435)\n\n**\u0415\u0441\u043b\u0438 pending + sent_messages:** \u0412\u044b\u0431\u0438\u0440\u0430\u0439 \u043f\u043e timestamp (\u0447\u0442\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 - \u043e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0438\u043b\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b)\n\n\u041f\u0440\u0438\u043c\u0435\u0440\u044b:\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043e\u0431 \u044d\u0442\u043e\u043c\" + forwarded (\u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435) \u2192 copywriting\n- \"\u0418\u0441\u0441\u043b\u0435\u0434\u0443\u0439 \u044d\u0442\u0443 \u0442\u0435\u043c\u0443\" + forwarded (\u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435) \u2192 research\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u0440\u043e \u044d\u0442\u043e\" + sent_messages research (\u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u043e\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u044b) \u2192 copywriting \u0441 source\n\n---\n\n## VISUAL CONTENT RULES\n\n### IMAGE_EDIT (\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e)\n\n**Iterative cycles (\u0411\u0415\u0417 \u0444\u043e\u0442\u043e, \u0411\u0415\u0417 reply):**\n- \u0415\u0441\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` (department=image_edit, v1 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d)\n- **\u041c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c task_update \u0434\u043b\u044f:**\n  - \u2705 \u041f\u043e\u043b\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438: \"\u0414\u043e\u0431\u0430\u0432\u044c \u043a\u043e\u0442\u0430 \u0441\u043b\u0435\u0432\u0430\", \"\u0423\u0431\u0435\u0440\u0438 \u0441\u0438\u043d\u0438\u0439 \u0444\u043e\u043d\"\n  - \u2705 \u041e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b: \"\u0423\u0431\u0435\u0440\u0438 \u0444\u043e\u043d\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044f\u0440\u0447\u0435\", \"\u0418\u0437\u043c\u0435\u043d\u0438 \u0446\u0432\u0435\u0442\"\n  - **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** \u0410\u0433\u0435\u043d\u0442 \u0412\u0418\u0414\u0418\u0422 \u0438\u0441\u0442\u043e\u0440\u0438\u044e \u0447\u0435\u0440\u0435\u0437 `versions` \u043c\u0430\u0441\u0441\u0438\u0432 \u0438 \u0437\u043d\u0430\u0435\u0442 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\n  \n- **\u041d\u0415 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 task_update \u0434\u043b\u044f:**\n  - \u274c \u0421\u043e\u0432\u0441\u0435\u043c \u043f\u0443\u0441\u0442\u044b\u0435: \"\u0421\u0434\u0435\u043b\u0430\u0439\", \"\u0425\u043c...\", \"\u0410 \u043c\u043e\u0436\u043d\u043e?\"\n  - \u274c \u041d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435: \"\u0414\u043e\u0431\u0430\u0432\u044c \u044d\u0442\u043e\" (\u0447\u0442\u043e \"\u044d\u0442\u043e\"?)\n  \n\u2192 `intent = task_update`\n\n**\u041f\u0440\u0438\u043c\u0435\u0440\u044b:**\n- \"\u0423\u0431\u0435\u0440\u0438 \u0444\u043e\u043d\" (completed: image_edit v1) \u2192 task_update \u2705\n- \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044f\u0440\u0447\u0435\" (completed: image_edit v1) \u2192 task_update \u2705\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u043a\u043e\u0442\u0430\" (completed: image_edit v1) \u2192 task_update \u2705\n- \"\u0421\u0434\u0435\u043b\u0430\u0439\" (completed: image_edit v1) \u2192 dialogue \u274c\n\n### IMAGE_GEN (\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u0430)\n\n**Iterative cycles (\u0411\u0415\u0417 \u0444\u043e\u0442\u043e, \u0411\u0415\u0417 reply):**\n- \u0415\u0441\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` (department=image_gen, v1 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d)\n- **\u041c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c task_update \u0434\u043b\u044f:**\n  - \u2705 \u041f\u043e\u043b\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438: \"\u0421\u0434\u0435\u043b\u0430\u0439 \u0440\u043e\u0431\u043e\u0442\u0430 \u0437\u0435\u043b\u0451\u043d\u044b\u043c\", \"\u0414\u043e\u0431\u0430\u0432\u044c \u0442\u0435\u043a\u0441\u0442 'Hello'\"\n  - \u2705 \u041e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b: \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044f\u0440\u0447\u0435\", \"\u0418\u0437\u043c\u0435\u043d\u0438 \u0441\u0442\u0438\u043b\u044c\"\n  - **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** \u0410\u0433\u0435\u043d\u0442 \u0412\u0418\u0414\u0418\u0422 previous_prompt \u0447\u0435\u0440\u0435\u0437 `versions` \u043c\u0430\u0441\u0441\u0438\u0432\n  \n- **\u041d\u0415 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 task_update \u0434\u043b\u044f:**\n  - \u274c \u0421\u043e\u0432\u0441\u0435\u043c \u043f\u0443\u0441\u0442\u044b\u0435: \"\u0421\u0434\u0435\u043b\u0430\u0439\", \"\u0418\u0437\u043c\u0435\u043d\u0438\"\n  - \u274c \u041d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435: \"\u0414\u043e\u0431\u0430\u0432\u044c \u0442\u0435\u043a\u0441\u0442\" (\u043a\u0430\u043a\u043e\u0439 \u0442\u0435\u043a\u0441\u0442?)\n\n\u2192 `intent = task_update`\n\n**\u041f\u0440\u0438\u043c\u0435\u0440\u044b:**\n- \"\u0421\u0434\u0435\u043b\u0430\u0439 \u0440\u043e\u0431\u043e\u0442\u0430 \u0437\u0435\u043b\u0451\u043d\u044b\u043c\" (completed: image_gen v1) \u2192 task_update \u2705\n- \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044f\u0440\u0447\u0435\" (completed: image_gen v1) \u2192 task_update \u2705\n- \"\u0418\u0437\u043c\u0435\u043d\u0438 \u0441\u0442\u0438\u043b\u044c \u043d\u0430 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u0438\u0437\u043c\" (completed: image_gen v1) \u2192 task_update \u2705\n- \"\u0421\u0434\u0435\u043b\u0430\u0439\" (completed: image_gen v1) \u2192 dialogue \u274c\n\n### VIDEO_GEN (\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0432\u0438\u0434\u0435\u043e)\n\n**Iterative cycles (\u0411\u0415\u0417 reply):**\n- \u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e IMAGE_GEN\n- \u041c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b: \"\u0421\u0434\u0435\u043b\u0430\u0439 \u0431\u044b\u0441\u0442\u0440\u0435\u0435\", \"\u0414\u043e\u0431\u0430\u0432\u044c \u043c\u0443\u0437\u044b\u043a\u0443\"\n- \u041d\u0415 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 \u0441\u043e\u0432\u0441\u0435\u043c \u043f\u0443\u0441\u0442\u044b\u0435: \"\u0421\u0434\u0435\u043b\u0430\u0439\", \"\u0418\u0437\u043c\u0435\u043d\u0438\"\n---\n\n## RESEARCH RULES (\u0432\u0430\u0436\u043d\u043e\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435)\n\n**\u041a\u0420\u0418\u0422\u0418\u0427\u0415\u0421\u041a\u0418 \u0412\u0410\u0416\u041d\u041e:** Research \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u041d\u0415 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f.\n\n### \u0421\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u0441 research:\n\n**Completed research + \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f:**\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u0440\u0430\u0437\u0434\u0435\u043b \u043f\u0440\u043e AI\" (completed: research) \u2192 `dialogue`\n- \u0411\u043e\u0442: \"Research \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f. \u0412\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 research \u0441 \u0434\u0440\u0443\u0433\u0438\u043c \u0444\u043e\u043a\u0443\u0441\u043e\u043c?\"\n\n**Reply \u043d\u0430 research:**\n- Reply + \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435\" \u2192 `new_task`, `copywriting` (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u043a\u0430\u043a source)\n- Reply + \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u0441 \u0444\u043e\u043a\u0443\u0441\u043e\u043c \u043d\u0430 \u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\" \u2192 `new_task`, `research` (\u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439)\n- **\u0422\u0432\u043e\u0451 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:** \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u2014 \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442\" = copywriting, \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439\" = \u043d\u043e\u0432\u044b\u0439 research\n\n**Research \u0432 sent_messages + \u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441:**\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u0440\u043e \u044d\u0442\u043e\" (sent_messages: research \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439) \u2192 `new_task`, `copywriting` \u0441 source=research\n\n**\u041f\u0440\u0438\u0447\u0438\u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b:** Research \u0441\u043e\u0437\u0434\u0430\u0451\u0442 PDF/Google Doc \u043e\u0434\u0438\u043d \u0440\u0430\u0437, iterative cycle \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u0435\u043d.\n\n___\n\n## POST RULES (source \u0434\u043b\u044f image_gen)\n\n**Reply \u043d\u0430 POST:**\n- Reply + \"\u0421\u043e\u0437\u0434\u0430\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435\", \"\u041d\u0430\u0440\u0438\u0441\u0443\u0439 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0443\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u0444\u043e\u0442\u043e \u043a \u043d\u0435\u043c\u0443\" \u2192 `new_task`, `image_gen`\n- **source_data.type = 'post'** \u2192 \u0442\u0435\u043a\u0441\u0442 \u043f\u043e\u0441\u0442\u0430 \u043f\u0435\u0440\u0435\u0434\u0430\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438\n- **\u0422\u0432\u043e\u0451 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:** \"\u0421\u0434\u0435\u043b\u0430\u0439 \u0444\u043e\u0442\u043e\" = image_gen (\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0442\u0435\u043a\u0441\u0442\u0430 \u043f\u043e\u0441\u0442\u0430)\n\n**Reply \u043d\u0430 POST copywriting task:**\n- Reply + \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438 \u043a\u043e\u0440\u043e\u0447\u0435\" \u2192 `task_update`, `copywriting` (\u043f\u0440\u0430\u0432\u043a\u0430 \u0441\u0430\u043c\u043e\u0433\u043e \u043f\u043e\u0441\u0442\u0430)\n- **\u041e\u0442\u043b\u0438\u0447\u0438\u0435:** \u0417\u0430\u043f\u0440\u043e\u0441 \u043f\u0440\u043e \u0422\u0415\u041a\u0421\u0422 \u043f\u043e\u0441\u0442\u0430 \u2192 copywriting, \u0437\u0430\u043f\u0440\u043e\u0441 \u043f\u0440\u043e \u0418\u0417\u041e\u0411\u0420\u0410\u0416\u0415\u041d\u0418\u0415 \u2192 image_gen\n\n\u041f\u0440\u0438\u043c\u0435\u0440\u044b:\n- [REPLY \u043d\u0430 \u043f\u043e\u0441\u0442] \"\u0421\u043e\u0437\u0434\u0430\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u043e\u0441\u0442\u0430\" \u2192 new_task, image_gen\n- [REPLY \u043d\u0430 \u043f\u043e\u0441\u0442] \"\u041d\u0430\u0440\u0438\u0441\u0443\u0439 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0443 \u043a \u043d\u0435\u043c\u0443\" \u2192 new_task, image_gen\n- [REPLY \u043d\u0430 \u043f\u043e\u0441\u0442 copywriting task] \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438 \u043a\u043e\u0440\u043e\u0447\u0435\" \u2192 task_update, copywriting\n\n---\n\n## TASK_UPDATE LOGIC\n\n### Copywriting (\u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u044b)\n\n**\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 task_update \u0435\u0441\u043b\u0438:**\n- \u041d\u0415\u0422 \u0444\u043e\u0442\u043e, \u041d\u0415\u0422 reply\n- \u0415\u0441\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` (department=copywriting)\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f**: \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\", \"\u0414\u043e\u0431\u0430\u0432\u044c\", \"\u0423\u0431\u0435\u0440\u0438\", \"\u0418\u0437\u043c\u0435\u043d\u0438\"\n- \u274c \u041d\u0415 \u0434\u043b\u044f \u043f\u043e\u043b\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0439: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e X\" \u2192 new_task (\u0441\u043c. \u041f\u0420\u0410\u0412\u0418\u041b\u041e #2)\n\n\u041f\u0440\u0438\u043c\u0435\u0440\u044b:\n- \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\" (completed: copywriting) \u2192 task_update \u2705\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u043f\u0440\u043e Claude\" (completed: copywriting \u043f\u0440\u043e GPT) \u2192 task_update \u2705\n- \"\u0423\u0431\u0435\u0440\u0438 \u0432\u043e\u0434\u0443\" (completed: copywriting) \u2192 task_update \u2705\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e X\" (completed: \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043e X\") \u2192 new_task \u2705\n\n**\u041d\u0415 task_update:**\n- \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e blockchain\" \u2192 new_task (\u043d\u043e\u0432\u044b\u0439 \u0442\u043e\u043f\u0438\u043a)\n\n**\u041f\u043e\u0447\u0435\u043c\u0443 \u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 OK:** Copywriting \u0430\u0433\u0435\u043d\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442 initial_prompt + \u0432\u0441\u0435 \u0432\u0435\u0440\u0441\u0438\u0438 \u2192 \u043f\u043e\u0439\u043c\u0451\u0442 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\n\n### Visual Content (iterative cycles)\n\n**\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 task_update \u0435\u0441\u043b\u0438:**\n- \u041d\u0415\u0422 \u0444\u043e\u0442\u043e, \u041d\u0415\u0422 reply\n- \u0415\u0441\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` (department=image_edit/image_gen/video_gen)\n- \u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 **\u043a\u043e\u043c\u0430\u043d\u0434\u0443** (\u0434\u0430\u0436\u0435 \u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u0443\u044e): \"\u0423\u0431\u0435\u0440\u0438 \u0444\u043e\u043d\", \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044f\u0440\u0447\u0435\", \"\u0414\u043e\u0431\u0430\u0432\u044c \u043a\u043e\u0442\u0430 \u0441\u043b\u0435\u0432\u0430\"\n- **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** \u0410\u0433\u0435\u043d\u0442\u044b \u0412\u0418\u0414\u042f\u0422 \u0438\u0441\u0442\u043e\u0440\u0438\u044e \u0447\u0435\u0440\u0435\u0437 `versions` \u043c\u0430\u0441\u0441\u0438\u0432\n\n**\u041d\u0415 task_update (\u2192 dialogue):**\n- \"\u0421\u0434\u0435\u043b\u0430\u0439\" (\u0441\u043e\u0432\u0441\u0435\u043c \u043f\u0443\u0441\u0442\u043e\u0435) \u2192 dialogue (\"\u0427\u0442\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c?\") \u274c\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u044d\u0442\u043e\" (\u043d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u043e\u0435) \u2192 dialogue (\"\u0427\u0442\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c?\") \u274c\n\n**\u041f\u043e\u0447\u0435\u043c\u0443 \u043e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 OK \u0434\u043b\u044f Visual Content:** \n- Image Edit/Gen \u043f\u043e\u043b\u0443\u0447\u0430\u0442 `versions` \u043c\u0430\u0441\u0441\u0438\u0432 \u0441 \u043f\u043e\u043b\u043d\u043e\u0439 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439\n- \u041e\u043d\u0438 \u0417\u041d\u0410\u042e\u0422 \u043a\u0430\u043a\u043e\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 (file_id \u0438\u0437 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438)\n- \u041e\u043d\u0438 \u0417\u041d\u0410\u042e\u0422 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0443\u044e \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e (instruction/previous_prompt)\n\n---\n\n## DIALOGUE\n\n**\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 dialogue \u0422\u041e\u041b\u042c\u041a\u041e \u0435\u0441\u043b\u0438:**\n- \u041e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u043e\u0435: \"\u0421\u0434\u0435\u043b\u0430\u0439\", \"\u0425\u043c...\", \"\u0410 \u043c\u043e\u0436\u043d\u043e?\"\n- \u0412\u043e\u043f\u0440\u043e\u0441 \u0431\u0435\u0437 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430: \"\u0421\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0442\u043e\u0438\u0442?\", \"\u041a\u043e\u0433\u0434\u0430 \u0433\u043e\u0442\u043e\u0432\u043e?\"\n- \u041e\u0431\u0449\u0438\u0439 \u0432\u043e\u043f\u0440\u043e\u0441: \"\u0427\u0442\u043e \u0443\u043c\u0435\u0435\u0448\u044c?\"\n- \u041d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u043e\u0435 \u0411\u0415\u0417 context: \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044d\u0442\u043e \u0441\u0438\u043d\u0438\u043c\" (\u043d\u0435\u0442 completed_tasks, \u043d\u0435\u0442 pending)\n\n**\u041d\u0415 dialogue:**\n- URL + \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u2192 new_task\n- \"\u0423\u0431\u0435\u0440\u0438 \u0444\u043e\u043d\" + photo context \u2192 new_task (image_edit)\n\n---\n\n## \u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422\u042b \u041e\u0411\u0420\u0410\u0411\u041e\u0422\u041a\u0418\n\n**\u041f\u043e\u043b\u043d\u0430\u044f \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u0432:**\n\n1. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #0: PHOTO PRESENCE** (\u0410\u0411\u0421\u041e\u041b\u042e\u0422\u041d\u042b\u0419 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442)\n   - \u0424\u043e\u0442\u043e \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438 \u2192 `image_edit`, \u0441\u0431\u0440\u043e\u0441 \u0432\u0441\u0435\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430\n\n2. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #1: REPLY PRIORITY** (\u0412\u042b\u0421\u041e\u041a\u0418\u0419 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442)\n   - Reply \u2192 `task_update` \u0446\u0435\u043b\u0435\u0432\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438 (\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0443\u0436\u0435 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e)\n   - **\u0418\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435:** Reply \u043d\u0430 research/longread \u2192 `new_task` (copywriting \u0438\u043b\u0438 research \u043f\u043e \u0441\u043c\u044b\u0441\u043b\u0443)\n\n3. **\u041f\u0420\u0410\u0412\u0418\u041b\u041e #2: NEW_TASK vs TASK_UPDATE** (\u041a\u0420\u0418\u0422\u0418\u0427\u041d\u041e \u0434\u043b\u044f Copywriting)\n   - \"\u041d\u0430\u043f\u0438\u0448\u0438\" / \"\u0421\u043e\u0437\u0434\u0430\u0439\" = **new_task** (\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0433\u043e)\n   - \"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\" / \"\u0414\u043e\u0431\u0430\u0432\u044c\" / \"\u0423\u0431\u0435\u0440\u0438\" = **task_update** (\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435)\n\n4. **\u041e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b** (\u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0441\u0435 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u044b)\n   - URL \u0432 \u0437\u0430\u043f\u0440\u043e\u0441\u0435 \u2192 new_task\n   - \u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f \u2192 new_task\n   - \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f (image_gen/video_gen) \u2192 new_task\n\n5. **\u041d\u0435\u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b + Temporal Proximity:**\n   - \u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c timestamp: pending context vs sent_messages\n   - \u0427\u0442\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 (\u043e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0438\u043b\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b) \u2192 \u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\n   - **\u041b\u043e\u0433\u0438\u043a\u0430:** pending_photo vs pending_forwarded vs sent_messages (\u0432\u044b\u0431\u0438\u0440\u0430\u0439 \u043f\u043e timestamp)\n\n6. **Tasks \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed`** (\u0435\u0441\u043b\u0438 \u043d\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0441\u0432\u0435\u0436\u0435\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430)\n   - **Copywriting:** \u041a\u043e\u043c\u0430\u043d\u0434\u044b \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f (\"\u041f\u0435\u0440\u0435\u043f\u0438\u0448\u0438\", \"\u0414\u043e\u0431\u0430\u0432\u044c\") \u2192 task_update\n   - **Visual Content:** \u0422\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f (\"\u0414\u043e\u0431\u0430\u0432\u044c \u043a\u043e\u0442\u0430 \u0441\u043b\u0435\u0432\u0430\") \u2192 task_update\n   - **Visual Content:** \u041e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b (\"\u0414\u043e\u0431\u0430\u0432\u044c\") \u2192 dialogue\n   - **Research:** \u041d\u0415 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u2192 dialogue\n\n7. **Dialogue** (\u0435\u0441\u043b\u0438 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u043e\u0434\u043e\u0448\u043b\u043e)\n   - \u041e\u0431\u0440\u044b\u0432\u043e\u0447\u043d\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0431\u0435\u0437 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430\n   - Ambiguous request \u0431\u0435\u0437 \u0437\u0430\u0434\u0430\u0447 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed`\n\n**\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f:** \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0447\u0435\u0440\u0435\u0437 AI, \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e rigid rules.\n\n---\n\n## EDGE CASES\n\n**Ambiguous \u0431\u0435\u0437 context:**\n- \"\u0421\u0434\u0435\u043b\u0430\u0439 \u044d\u0442\u043e \u0441\u0438\u043d\u0438\u043c\" (\u043d\u0435\u0442 completed_tasks, \u043d\u0435\u0442 pending context) \u2192 dialogue\n\n**URL \u0441 photo context:**\n- \"https://example.com \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u0439\" + pending_photo \u2192 new_task, copywriting/research (\u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c pending_photo)\n\n**Reply \u043d\u0430 \u0441\u0442\u0430\u0440\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e:**\n- Reply \u043d\u0430 v1 (\u043a\u043e\u0433\u0434\u0430 \u0435\u0441\u0442\u044c v2) \u2192 task_update v1 (reply = explicit intent)\n\n**\u0424\u043e\u0442\u043e + completed task:**\n- [\u0444\u043e\u0442\u043e] (completed: image_edit v2) \u2192 new_task (\u041f\u0420\u0410\u0412\u0418\u041b\u041e #0 \u0441\u0431\u0440\u0430\u0441\u044b\u0432\u0430\u0435\u0442 iterative cycle)\n\n**\u0424\u043e\u0442\u043e + \u043b\u044e\u0431\u043e\u0439 caption:**\n- [\u0444\u043e\u0442\u043e] \"\u041d\u0430\u0440\u0438\u0441\u0443\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u044d\u0442\u043e\u0433\u043e \u0440\u043e\u0431\u043e\u0442\u0430\" \u2192 image_edit (\u041f\u0420\u0410\u0412\u0418\u041b\u041e #0 \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e)\n- [\u0444\u043e\u0442\u043e] \"\u0421\u043e\u0437\u0434\u0430\u0439 \u043f\u043e\u0445\u043e\u0436\u0435\u0435\" \u2192 image_edit (\u041f\u0420\u0410\u0412\u0418\u041b\u041e #0 \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e)\n- **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** Nano Banana \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043f\u0435\u0440\u0435\u0440\u0438\u0441\u043e\u0432\u0430\u0442\u044c \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435, \u0444\u043e\u0442\u043e \u0412\u0421\u0415\u0413\u0414\u0410 = image_edit\n\n**Reply + URL:**\n- [REPLY] + URL \u0432 \u0442\u0435\u043a\u0441\u0442\u0435 \u2192 task_update (\u041f\u0420\u0410\u0412\u0418\u041b\u041e #1: reply \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u043d\u0435\u0435 URL)\n\n**\u0414\u0432\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0441\u043e \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c `completed` (\u0440\u0430\u0437\u043d\u044b\u0435 departments):**\n- \u0412\u044b\u0431\u0438\u0440\u0430\u0439 \u043f\u043e semantic match \u0441 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u043c\n- \u0415\u0441\u043b\u0438 ambiguous \u2192 dialogue (\"\u041a\u0430\u043a\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c?\")\n\n**C4: Reply \u043d\u0430 copywriting + \u0444\u043e\u0442\u043e \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438:**\n- [REPLY \u043d\u0430 copywriting] + [\u0444\u043e\u0442\u043e] \u2192 dialogue\n- \u0411\u043e\u0442: \"\u041a\u043e\u043f\u0438\u0440\u0430\u0439\u0442\u0438\u043d\u0433 \u2014 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430. \u0412\u044b \u0445\u043e\u0442\u0438\u0442\u0435: 1) \u041e\u0442\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u043e \u0444\u043e\u0442\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e? 2) \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u043e\u0442\u043e \u043a\u0430\u043a reference \u0434\u043b\u044f \u0442\u0435\u043a\u0441\u0442\u0430?\"\n- **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** Copywriting \u043d\u0435 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0444\u043e\u0442\u043e, \u043d\u0435\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u0430\u044f \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u044f\n\n**F9: Completed research + \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f:**\n- \"\u0414\u043e\u0431\u0430\u0432\u044c \u0440\u0430\u0437\u0434\u0435\u043b \u043f\u0440\u043e AI\" (completed: research) \u2192 dialogue\n- \u0411\u043e\u0442: \"Research \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f. \u0412\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 research \u0441 \u0434\u0440\u0443\u0433\u0438\u043c \u0444\u043e\u043a\u0443\u0441\u043e\u043c?\"\n- **\u041f\u0440\u0438\u0447\u0438\u043d\u0430:** Research \u041d\u0415 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u0435\u0442\u0441\u044f, \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0433\u043e\n\n**F11: Reply \u043d\u0430 research + \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c \u0444\u043e\u043a\u0443\u0441\u043e\u043c\":**\n- [REPLY \u043d\u0430 research] \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439 \u0441 \u0444\u043e\u043a\u0443\u0441\u043e\u043c \u043d\u0430 \u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\" \u2192 new_task, research\n- **\u0422\u0432\u043e\u0451 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:** \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u2014 \"\u041f\u0435\u0440\u0435\u0434\u0435\u043b\u0430\u0439\" = \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 research, \u043d\u0435 \u043f\u043e\u0441\u0442\n- **\u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430:** \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435\" \u2192 new_task, copywriting (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u043a\u0430\u043a source)\n\n___\n\n\n## \u0424\u041e\u0420\u041c\u0410\u0422 \u041e\u0422\u0412\u0415\u0422\u0410\n\n```json\n{\n  \"intent\": \"new_task | task_update | dialogue\",\n  \"department\": \"copywriting | research | image_gen | image_edit | video_gen | null\",\n  \"user_request\": \"\u0437\u0430\u043f\u0440\u043e\u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\",\n  \"target_task_id\": \"uuid \u0438\u043b\u0438 null\",\n  \"reasoning\": \"\u043a\u0440\u0430\u0442\u043a\u043e\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435\"\n}\n```\n\n### \u041f\u0420\u0418\u041c\u0415\u0420\u042b OUTPUT\n\n**\u041f\u0440\u0438\u043c\u0435\u0440 1: \u041d\u0435\u044f\u0432\u043d\u044b\u0439 task_update \u0441 completed_tasks (\u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422 #3)**\n\n```json\n{\n  \"intent\": \"task_update\",\n  \"department\": \"copywriting\",\n  \"user_request\": \"\u0410 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e \u0434\u043e\u043d\u0435\u0441\u0442\u0438. \u0421\u0443\u0442\u044c \u0441\u0443\u043f\u0435\u0440, \u043d\u043e \u043f\u043e\u0434\u0430\u0447\u0443 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043a\u0430\u043a \u0434\u043b\u044f \u0431\u044b\u0434\u043b\u0430. \u0427\u0442\u043e\u0431\u044b \u0434\u0430\u0436\u0435 \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0439 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c \u0438\u0437 \u0433\u043b\u0443\u0431\u0438\u043d\u043a\u0438 \u043f\u043e\u043d\u044f\u043b \u0434\u043b\u044f \u0447\u0435\u0433\u043e \u0435\u043c\u0443 \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c.\",\n  \"extracted_news_id\": null,\n  \"target_task_id\": \"<uuid>\",\n  \"reasoning\": \"\u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043d\u0435\u044f\u0432\u043d\u0443\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f ('\u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e \u0434\u043e\u043d\u0435\u0441\u0442\u0438', '\u043f\u043e\u0434\u0430\u0447\u0443 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u0441\u0434\u0435\u043b\u0430\u0442\u044c'). \u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u043f\u0443\u0441\u0442\u043e\u0439 (\u043d\u0435\u0442 reply), \u043d\u043e \u0435\u0441\u0442\u044c completed tasks \u043f\u043e department=copywriting. \u041f\u0440\u0438\u043c\u0435\u043d\u044f\u044e \u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422 #3: \u0432\u044b\u0431\u0438\u0440\u0430\u044e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u044e\u044e copywriting \u0437\u0430\u0434\u0430\u0447\u0443 (ID: 686693e1..., updated_at: 16:08:26) \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044e target_task_id \u0434\u043b\u044f task_update.\"\n}\n```\n\n**\u041f\u0440\u0438\u043c\u0435\u0440 2: \u042f\u0432\u043d\u044b\u0439 new_task \u0441 \u043f\u043e\u043b\u043d\u043e\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0435\u0439**\n\n```json\n{\n  \"intent\": \"new_task\",\n  \"department\": \"copywriting\",\n  \"user_request\": \"\u041d\u0430\u043f\u0438\u0448\u0438 \u043f\u043e\u0441\u0442 \u043f\u0440\u043e \u043d\u043e\u0432\u044b\u0439 iPhone 16\",\n  \"extracted_news_id\": null,\n  \"target_task_id\": null,\n  \"reasoning\": \"\u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043f\u043e\u043b\u043d\u0443\u044e \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e \u0441 \u044f\u0432\u043d\u044b\u043c \u0433\u043b\u0430\u0433\u043e\u043b\u043e\u043c '\u041d\u0430\u043f\u0438\u0448\u0438'. \u042d\u0442\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430, \u0430 \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e. Completed tasks \u0438\u0433\u043d\u043e\u0440\u0438\u0440\u0443\u044e\u0442\u0441\u044f, \u0442\u0430\u043a \u043a\u0430\u043a \u0437\u0430\u043f\u0440\u043e\u0441 \u044f\u0432\u043d\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u043d\u043e\u0432\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443.\"\n}\n```\n\n**\u041f\u0440\u0438\u043c\u0435\u0440 3: task_update \u0441 reply \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c**\n\n```json\n{\n  \"intent\": \"task_update\",\n  \"department\": \"copywriting\",\n  \"user_request\": \"\u0414\u043e\u0431\u0430\u0432\u044c \u0440\u0430\u0437\u0434\u0435\u043b \u043f\u0440\u043e \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432\",\n  \"extracted_news_id\": null,\n  \"target_task_id\": null,\n  \"reasoning\": \"\u0417\u0430\u043f\u0440\u043e\u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f '\u0414\u043e\u0431\u0430\u0432\u044c'. Reply \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443. task_id \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0435\u043d \u0438\u0437 reply context \u0432 Prepare Update Task Data (\u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422 #2).\"\n}\n```\n"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "retryOnFail": true,
      "maxTries": 2,
      "waitBetweenTries": 2000
    },
    {
      "id": "<uuid>",
      "name": "Load Recent Messages",
      "type": "n8n-nodes-base.supabase",
      "typeVersion": 1,
      "position": [
        -400,
        200
      ],
      "parameters": {
        "limit": 3,
        "schema": "smm_army",
        "tableId": "sent_messages",
        "operation": "getAll",
        "filterType": "string",
        "filterString": "=telegram_chat_id=eq.{{ $json.chat_id }}&order=created_at.desc&limit=3",
        "useCustomSchema": true
      },
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "id": "<uuid>",
      "name": "Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "typeVersion": 1.3,
      "position": [
        500,
        -200
      ],
      "parameters": {
        "schemaType": "manual",
        "inputSchema": "{\n  \"type\": \"object\",\n  \"properties\": {\n    \"intent\": {\n      \"type\": \"string\",\n      \"enum\": [\n        \"new_task\",\n        \"task_update\",\n        \"dialogue\"\n      ]\n    },\n    \"department\": {\n      \"type\": [\n        \"string\",\n        \"null\"\n      ],\n      \"enum\": [\n        \"copywriting\",\n        \"research\",\n        \"image_gen\",\n        \"image_edit\",\n        \"longwriter\",\n        \"reels_ideas\",\n        null\n      ]\n    },\n    \"user_request\": {\n      \"type\": \"string\"\n    },\n    \"target_task_id\": {\n      \"type\": [\n        \"string\",\n        \"null\"\n      ]\n    },\n    \"reasoning\": {\n      \"type\": \"string\"\n    }\n  },\n  \"required\": [\n    \"intent\",\n    \"user_request\",\n    \"reasoning\"\n  ]\n}"
      }
    },
    {
      "id": "<uuid>",
      "name": "GPT-4o",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "typeVersion": 1,
      "position": [
        300,
        -200
      ],
      "parameters": {
        "model": "gpt-4o",
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "id": "build-final-output-001",
      "name": "Build Final Output",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        2400,
        200
      ],
      "parameters": {
        "mode": "runOnceForAllItems",
        "language": "javaScript",
        "jsCode": "// Merge AI decision with original_data so downstream Action sub-WF has chat_id/user_id/context\nconst aiOutput = $input.first().json.output;\nconst originalData = $('Prepare AI Prompt').first().json.original_data;\nreturn { json: { output: aiOutput, original_data: originalData } };"
      }
    }
  ],
  "connections": {
    "When Called by \u0416\u043e\u0440\u0430": {
      "main": [
        [
          {
            "node": "Check if Reply",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Check if Reply": {
      "main": [
        [
          {
            "node": "Load Reply Context (RPC)",
            "type": "main",
            "index": 0
          },
          {
            "node": "Load Active Tasks",
            "type": "main",
            "index": 0
          },
          {
            "node": "Load Recent Messages",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Load Recent Messages",
            "type": "main",
            "index": 0
          },
          {
            "node": "Load Active Tasks",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Load Reply Context (RPC)": {
      "main": [
        [
          {
            "node": "Merge Context",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Load Active Tasks": {
      "main": [
        [
          {
            "node": "Merge Context",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Load Recent Messages": {
      "main": [
        [
          {
            "node": "Merge Context",
            "type": "main",
            "index": 2
          }
        ]
      ]
    },
    "Merge Context": {
      "main": [
        [
          {
            "node": "Extract Specific Context",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Extract Specific Context": {
      "main": [
        [
          {
            "node": "Prepare AI Prompt",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Prepare AI Prompt": {
      "main": [
        [
          {
            "node": "AI Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent": {
      "main": [
        [
          {
            "node": "Validate AI Output",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "GPT-4o": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Output Parser": {
      "ai_outputParser": [
        [
          {
            "node": "AI Agent",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "Validate AI Output": {
      "main": [
        [
          {
            "node": "Build Final Output",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Send Error to Telegram",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Build Final Output": {
      "main": [
        []
      ]
    }
  },
  "settings": {
    "executionOrder": "v1",
    "timezone": "Asia/Ho_Chi_Minh",
    "errorWorkflow": "O6BjG1ublqWZ1KWk",
    "callerPolicy": "workflowsFromSameOwner",
    "availableInMCP": false
  },
  "staticData": null
}