{ "name": "AgentQA", "nodes": [ { "parameters": { "options": {} }, "type": "@n8n/n8n-nodes-langchain.chatTrigger", "typeVersion": 1.3, "position": [ -2304, -1392 ], "id": "26d0da89-d27a-4ed1-a89f-5d925de502f6", "name": "When chat message received" }, { "parameters": { "model": "google/gemini-2.5-flash", "options": {} }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter", "typeVersion": 1, "position": [ -2400, -1152 ], "id": "cfaf1368-1a8a-4b61-a286-3436ff60bace", "name": "OpenRouter Chat Model2", "credentials": { "openRouterApi": { "name": "" } } }, { "parameters": { "options": { "systemMessage": "=\u0422\u044b \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0439 \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a \u043f\u043e \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430.\n\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0442\u0435\u0441\u0442 \u043a\u0435\u0439\u0441\u044b, \u0432\u044b\u043f\u043e\u043b\u043d\u0438 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f.\n\u041e\u0442\u043f\u0440\u0430\u0432\u044c \u043e\u0434\u0438\u043d \u0437\u0430\u043f\u0440\u043e\u0441 \u0432 agentDesignerTestCases. \u041d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0439 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0432 agentDesignerTestCases \u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0439 \u0438 \u0442\u043e\u0439 \u0436\u0435 \u0437\u0434\u0430\u0447\u0438." } }, "type": "@n8n/n8n-nodes-langchain.agent", "typeVersion": 2.2, "position": [ -2112, -1392 ], "id": "b45c7dc4-9741-40ea-9f47-c93a623209bc", "name": "AI Agent" }, { "parameters": { "contextWindowLength": 10 }, "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow", "typeVersion": 1.3, "position": [ -2016, -1216 ], "id": "877ca6fe-e894-4792-8467-29e3f54aa33e", "name": "Simple Memory" }, { "parameters": { "resource": "document", "modelId": { "__rl": true, "value": "models/gemini-2.5-pro", "mode": "list", "cachedResultName": "models/gemini-2.5-pro" }, "text": "\u0420\u043e\u043b\u044c: \u0422\u044b \u2014 \u043e\u043f\u044b\u0442\u043d\u044b\u0439 \u0438\u043d\u0436\u0435\u043d\u0435\u0440 \u043f\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e (QA Engineer) \u0441 \u0433\u043b\u0443\u0431\u043e\u043a\u0438\u043c\u0438 \u0437\u043d\u0430\u043d\u0438\u044f\u043c\u0438 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0439 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f (\u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0447\u0435\u0440\u043d\u044b\u0439 \u044f\u0449\u0438\u043a, \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u043e\u0435/\u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u043e\u0435, \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u044d\u043a\u0432\u0438\u0432\u0430\u043b\u0435\u043d\u0442\u043d\u043e\u0435 \u0440\u0430\u0437\u0431\u0438\u0435\u043d\u0438\u0435). \u0422\u0432\u043e\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u2014 \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f (\u0438\u043b\u0438 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438\u0445 \u0430\u043d\u0430\u043b\u0438\u0437\u0430) \u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439, \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u043e\u0432.\n\n\u0426\u0435\u043b\u044c: \u0421\u043e\u0437\u0434\u0430\u0442\u044c \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u044b, \u043f\u043e\u043a\u0440\u044b\u0432\u0430\u044e\u0449\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0438, \u0433\u0434\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u043e, \u043d\u0435\u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0430\u0441\u043f\u0435\u043a\u0442\u044b \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439.\n\n\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438:\n\n\u041f\u043e\u043a\u0440\u044b\u0442\u0438\u0435: \u041e\u0431\u0435\u0441\u043f\u0435\u0447\u044c \u043f\u043e\u043b\u043d\u043e\u0435 \u043f\u043e\u043a\u0440\u044b\u0442\u0438\u0435 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439. \u0413\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u044b \u0434\u043b\u044f \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432, \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432, \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u0439 (boundary value analysis) \u0438 \u043a\u043b\u0430\u0441\u0441\u043e\u0432 \u044d\u043a\u0432\u0438\u0432\u0430\u043b\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0438 (equivalence partitioning).\n\n\u0414\u0435\u0442\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u041a\u0430\u0436\u0434\u044b\u0439 \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441 \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c, \u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u044b\u043c \u0438 \u0432\u043e\u0441\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u043c.\n\n\u041f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0437\u0430\u0446\u0438\u044f: \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438 \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u044b\u0439 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442 \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u0430, \u0438\u0441\u0445\u043e\u0434\u044f \u0438\u0437 \u0435\u0433\u043e \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u0431\u0438\u0437\u043d\u0435\u0441-\u043b\u043e\u0433\u0438\u043a\u0438.\n\n\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 \u0432\u0441\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430 (\u0438\u043b\u0438 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0430\u043d\u0430\u043b\u0438\u0437\u0430) \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432.\n\n\u0424\u043e\u0440\u043c\u0430\u0442: \u041e\u0442\u0432\u0435\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0441\u0442\u0440\u043e\u0433\u043e \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 JSON.\n{\n \"project_name\": \"\u041d\u0430\u0437\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\",\n \"test_suite_title\": \"\u0422\u0435\u0441\u0442-\u0441\u044c\u044e\u0442 \u0434\u043b\u044f [\u041e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438]\",\n \"test_cases\": [\n {\n \"test_case_id\": \"TC-001\",\n \"title\": \"...\",\n \"requirement_id\": \"...\",\n \"priority\": \"...\",\n \"type\": \"...\",\n \"preconditions\": [\n \"...\"\n ],\n \"steps\": [\n \"...\"\n ],\n \"test_data\": {\n \"key1\": \"value1\"\n },\n \"expected_result\": \"...\",\n \"scenario_type\": \"...\"\n },\n // ... \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u044b\n ]\n}", "documentUrls": "https://docs.google.com/document/d/1u8-y8Tn65mJtrmgr03plFjmnycb6fO1PpFvlBYp7kRI/edit?tab=t.0#heading=h.58anaqenjho1", "options": {} }, "type": "@n8n/n8n-nodes-langchain.googleGemini", "typeVersion": 1, "position": [ -1744, -1392 ], "id": "f319779b-69de-4def-910f-1d20b8f6a551", "name": "agentDesigner", "credentials": { "googlePalmApi": { "name": "" } } }, { "parameters": { "jsCode": "// \u041a\u043e\u0434 \u0434\u043b\u044f \u0443\u0437\u043b\u0430 Code (Execution Mode: Run Once for All Items)\n\nconst agentResponse = items[0].json;\n\n// 1. \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0442\u0435\u043a\u0441\u0442\u0430, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0435\u0433\u043e JSON\nconst rawText = agentResponse.content.parts[0].text;\n\n// 2. \u041e\u0447\u0438\u0441\u0442\u043a\u0430 \u0442\u0435\u043a\u0441\u0442\u0430 \u043e\u0442 Markdown \u043e\u0431\u0435\u0440\u0442\u043a\u0438 (```json\\n \u0438 \\n```)\nlet jsonString = rawText.trim();\n\nif (jsonString.startsWith('```json\\n')) {\n jsonString = jsonString.substring('```json\\n'.length);\n} \n\nif (jsonString.endsWith('\\n```')) {\n jsonString = jsonString.substring(0, jsonString.length - '\\n```'.length);\n} else if (jsonString.endsWith('```')) {\n jsonString = jsonString.substring(0, jsonString.length - '```'.length);\n}\n\n// \ud83d\udca5 \u041d\u041e\u0412\u042b\u0419 \u0428\u0410\u0413 \u0418\u0421\u041f\u0420\u0410\u0412\u041b\u0415\u041d\u0418\u042f: \u0417\u0430\u043c\u0435\u043d\u0430 JS-\u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u043d\u0430 \u0441\u0442\u0440\u043e\u043a\u043e\u0432\u044b\u0435 \u043b\u0438\u0442\u0435\u0440\u0430\u043b\u044b\n// \u0420\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0438\u0449\u0435\u0442 \u0448\u0430\u0431\u043b\u043e\u043d: \"\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\".repeat(N)\n// \u0438 \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 \u0435\u0433\u043e \u043d\u0430 \u0441\u0442\u0440\u043e\u043a\u043e\u0432\u044b\u0439 \u043b\u0438\u0442\u0435\u0440\u0430\u043b \u0441 \u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u043c (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \"a...a\")\njsonString = jsonString.replace(/\"(.)\"\\.repeat\\((\\d+)\\)/g, (match, char, count) => {\n // char - \u0441\u0438\u043c\u0432\u043e\u043b \u0434\u043b\u044f \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u044f (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \"a\")\n // count - \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u0439 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, 50)\n const repeatCount = parseInt(count, 10);\n // \u0421\u043e\u0437\u0434\u0430\u0435\u043c \u0441\u0442\u0440\u043e\u043a\u0443 \u0438\u0437 N \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u0439 \u0441\u0438\u043c\u0432\u043e\u043b\u0430, \u0438 \u043e\u0431\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0435\u043c \u0432 \u043a\u0430\u0432\u044b\u0447\u043a\u0438 \u0434\u043b\u044f JSON\n return JSON.stringify(char.repeat(repeatCount));\n});\n\n// 3. \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0447\u0438\u0449\u0435\u043d\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u0438 JSON \u0432 \u043e\u0431\u044a\u0435\u043a\u0442\nlet parsedObject;\ntry {\n parsedObject = JSON.parse(jsonString);\n} catch (error) {\n console.error(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 JSON (\u043f\u043e\u0441\u043b\u0435 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f):\", error);\n throw new Error(\"\u041d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u0440\u0430\u0441\u043f\u0430\u0440\u0441\u0438\u0442\u044c JSON, \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0439 \u043e\u0442 \u0430\u0433\u0435\u043d\u0442\u0430-\u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440\u0430. \u041f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u0444\u043e\u0440\u043c\u0430\u0442 \u0432\u044b\u0432\u043e\u0434\u0430.\");\n}\n\n// 4. \u0412\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u043c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\nreturn [{ json: parsedObject }];" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -1584, -1392 ], "id": "bbb215ce-77a6-4d6a-bc6b-f6203efcac1a", "name": "parsing_data_agent_predesign2" }, { "parameters": { "operation": "xlsx", "options": {} }, "type": "n8n-nodes-base.convertToFile", "typeVersion": 1.1, "position": [ -1408, -1392 ], "id": "af821d6c-5f8c-4b3e-8c28-a7b08f1f7adc", "name": "Convert to File" }, { "parameters": { "jsCode": "// \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f TMS \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438\nconst parsedData = $input.item.json;\n\n// \u0418\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u043c \u0442\u0435\u0441\u0442-\u043a\u0435\u0439\u0441\u044b \u0438\u0437 \u0440\u0430\u0437\u043d\u044b\u0445 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432\nlet testCases = [];\n\nif (Array.isArray(parsedData)) {\n testCases = parsedData[0]?.test_cases || parsedData[0]?.data?.test_cases || [];\n} else if (parsedData.test_cases) {\n testCases = parsedData.test_cases;\n} else if (parsedData.data?.test_cases) {\n testCases = parsedData.data.test_cases;\n} else if (parsedData[0]?.test_cases) {\n testCases = parsedData[0].test_cases;\n}\n\n// \u0412\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f\nif (!Array.isArray(testCases) || testCases.length === 0) {\n throw new Error('No test cases found in parsed data');\n}\n\n// \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f TMS\nreturn [{\n json: {\n project_id: 'ai-agent-tests',\n project_name: 'AI Agent Test Cases',\n test_cases: testCases,\n source: 'agentDesigner',\n generated_at: new Date().toISOString(),\n workflow_id: $workflow.id,\n execution_id: $execution.id\n }\n}];" }, "id": "352c5804-67d8-4191-baa9-f32021070995", "name": "Prepare for TMS", "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -1384, -1392 ] }, { "parameters": { "workflowId": { "__rl": true, "value": "TMS Integration", "mode": "list" }, "source": "workflow", "waitForExecution": true, "inputData": "json", "inputDataJson": "={{ $json }}", "options": {} }, "id": "b0501eae-f216-4d96-adf0-b4a3704709f3", "name": "Execute Workflow (TMS)", "type": "n8n-nodes-base.executeWorkflow", "typeVersion": 1.1, "position": [ -1184, -1392 ] } ], "connections": { "When chat message received": { "main": [ [ { "node": "AI Agent", "type": "main", "index": 0 } ] ] }, "OpenRouter Chat Model2": { "main": [ [ { "node": "AI Agent", "type": "ai_languageModel", "index": 0 } ] ] }, "Simple Memory": { "main": [ [ { "node": "AI Agent", "type": "ai_memory", "index": 0 } ] ] }, "AI Agent": { "main": [ [ { "node": "agentDesigner", "type": "main", "index": 0 } ] ] }, "agentDesigner": { "main": [ [ { "node": "parsing_data_agent_predesign2", "type": "main", "index": 0 } ] ] }, "parsing_data_agent_predesign2": { "main": [ [ { "node": "Prepare for TMS", "type": "main", "index": 0 } ] ] }, "Prepare for TMS": { "main": [ [ { "node": "Execute Workflow (TMS)", "type": "main", "index": 0 } ] ] }, "Execute Workflow (TMS)": { "main": [ [ { "node": "Convert to File", "type": "main", "index": 0 } ] ] } }, "settings": { "executionOrder": "v1" }, "staticData": null, "tags": [], "triggerCount": 1, "updatedAt": null, "versionId": "56e9a31f-9417-4e3d-b476-9b43f70b0552" }