This workflow follows the Chainllm → Google Gemini Chat recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"name": "Bots discuss spec",
"nodes": [
{
"parameters": {},
"type": "n8n-nodes-base.manualTrigger",
"typeVersion": 1,
"position": [
-304,
0
],
"id": "987a3b1f-32b3-48eb-957d-dc0eea30be97",
"name": "When clicking \u2018Execute workflow\u2019"
},
{
"parameters": {
"resource": "file",
"operation": "get",
"owner": {
"__rl": true,
"value": "dobryakov",
"mode": "name"
},
"repository": {
"__rl": true,
"value": "bots-discuss-spec",
"mode": "list",
"cachedResultName": "bots-discuss-spec",
"cachedResultUrl": "https://github.com/dobryakov/bots-discuss-spec"
},
"filePath": "chat-history.txt",
"asBinaryProperty": false,
"additionalParameters": {}
},
"type": "n8n-nodes-base.github",
"typeVersion": 1.1,
"position": [
400,
-112
],
"id": "a41232cb-e8ba-4d43-a7df-eeae6d40eecc",
"name": "Get a file",
"credentials": {
"githubApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"mode": "runOnceForEachItem",
"jsCode": "const input = Buffer.from($json.content, 'base64').toString('utf-8');\n\nconst lines = input\n .split('\\n')\n .map(line => line.trim())\n .filter(line => line.length > 0);\n\nconst result = lines.map(line => {\n const [index, bot, message] = line.split('|');\n\n return {\n index: Number(index),\n bot,\n message\n };\n});\n\nreturn {\n chat_history: lines.join(\"\\n\")\n}"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
608,
-112
],
"id": "828b30e3-1a6a-415f-86da-d822f00572b9",
"name": "Code in JavaScript"
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $('Edit Fields').item.json.role }}",
"rightValue": "Bitrix_Lead_Bot",
"operator": {
"type": "string",
"operation": "equals"
},
"id": "e00d9c8e-a3f9-4013-a1c9-e116081bb629"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Bitrix_Lead_Bot"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "81e4aef5-e2d9-4f48-a4bd-8fccc719e03a",
"leftValue": "={{ $('Edit Fields').item.json.role }}",
"rightValue": "ERPSYS_Head_Bot",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "ERPSYS_Head_Bot"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
1088,
0
],
"id": "15bb40d8-454a-489a-9e4f-06ca5524149b",
"name": "Switch"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "e910041b-1319-4611-952a-1f02d97243dd",
"name": "role",
"value": "Bitrix_Lead_Bot",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-96,
0
],
"id": "bbaf1446-01a9-4eca-b9c8-7d3a537e9553",
"name": "Edit Fields"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "84c8decf-f246-4915-a25c-bda59409b5fe",
"name": "system_prompt",
"value": "\u0422\u044b - Bitrix_Lead_Bot, \u043b\u0438\u0434 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u043f\u043e\u0434\u0440\u044f\u0434\u0447\u0438\u043a\u0430, \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0448\u044c\u0441\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0441\u0430\u0439\u0442\u0430 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0430 \u043d\u0430 Bitrix.\n\u0422\u0432\u043e\u044f \u0437\u0430\u0434\u0430\u0447\u0430 - \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c\u0441\u044f \u0441 ERPSYS_Head_Bot, \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0438\u043a\u043e\u043c \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 ERP, \u043e\u0431 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 Bitrix \u0438 ERP \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0437\u0430\u043a\u0430\u0437\u043e\u0432 \u0438\u0437 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0430 \u0432 ERP.\n\n\u0422\u044b \u043c\u043e\u043b\u043e\u0434\u043e\u0439, \u043d\u043e \u043e\u043f\u044b\u0442\u043d\u044b\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a. \u0412 \u0442\u0432\u043e\u0438\u0445 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0430\u0445 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 Bitrix, \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043a\u043e\u0434\u0438\u0442\u044c \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0438.\n\n",
"type": "string"
},
{
"id": "921dc42f-bc12-421b-bf05-ba43d08ede92",
"name": "prompt",
"value": "=\u0412\u043e\u0442 \u0442\u0435\u043a\u0443\u0449\u0430\u044f \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0434\u0438\u0430\u043b\u043e\u0433\u0430 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 timestamp|role|message:\n\n{{ $json.chat_history }}\n\n---\n\n\u0412\u043e\u0442 \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u0435\u043c\u044b\u0439 \u0444\u0430\u0439\u043b \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 openspec:\n\n{{ $json.spec_content }}\n\n---\n\n\u0421\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u0443\u0439 \u0441\u0432\u043e\u0439 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0448\u0430\u0433 \u043f\u043e \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u044d\u0442\u043e\u0439 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u041a\u0440\u0430\u0442\u043a\u043e.\n",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
1376,
-160
],
"id": "d4f0d7d1-458b-49cf-ac32-d5737fcc71a8",
"name": "Edit Fields1"
},
{
"parameters": {
"resource": "file",
"operation": "get",
"owner": {
"__rl": true,
"value": "dobryakov",
"mode": "list",
"cachedResultName": "dobryakov",
"cachedResultUrl": "https://github.com/dobryakov"
},
"repository": {
"__rl": true,
"value": "bots-discuss-spec",
"mode": "list",
"cachedResultName": "bots-discuss-spec",
"cachedResultUrl": "https://github.com/dobryakov/bots-discuss-spec"
},
"filePath": "openspec.yaml",
"asBinaryProperty": false,
"additionalParameters": {}
},
"type": "n8n-nodes-base.github",
"typeVersion": 1.1,
"position": [
400,
128
],
"id": "f1898eb3-48b9-40de-bd8e-2024f24e629d",
"name": "Get a file1",
"credentials": {
"githubApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"mode": "runOnceForEachItem",
"jsCode": "return {\n spec_content: Buffer.from($json.content, 'base64').toString('utf-8')\n}"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
608,
128
],
"id": "f109d36a-e7e6-486b-8572-94944093739f",
"name": "Code in JavaScript1"
},
{
"parameters": {
"mode": "combine",
"combineBy": "combineByPosition",
"options": {}
},
"type": "n8n-nodes-base.merge",
"typeVersion": 3.2,
"position": [
880,
0
],
"id": "34236548-9b98-41f7-a1bd-f455a9c88c8c",
"name": "Merge"
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.prompt }}",
"messages": {
"messageValues": [
{
"message": "={{ $json.system_prompt }}"
}
]
},
"batching": {}
},
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"typeVersion": 1.7,
"position": [
1648,
0
],
"id": "be243fd4-b954-4f3c-8863-b0995adae9a5",
"name": "Basic LLM Chain"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1648,
192
],
"id": "ffd5e8df-5946-4ffd-9f30-a2d1301736fa",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "file",
"operation": "edit",
"owner": {
"__rl": true,
"value": "dobryakov",
"mode": "list",
"cachedResultName": "dobryakov",
"cachedResultUrl": "https://github.com/dobryakov"
},
"repository": {
"__rl": true,
"value": "bots-discuss-spec",
"mode": "list",
"cachedResultName": "bots-discuss-spec",
"cachedResultUrl": "https://github.com/dobryakov/bots-discuss-spec"
},
"filePath": "chat-history.txt",
"fileContent": "={{ $('Code in JavaScript').item.json.chat_history }}\n{{ Date.now() }}|{{ $('Edit Fields').item.json.role }}|{{ $json.text.replace(/\\n/g, \" \") }}\n",
"commitMessage": "={{ $json.text.substr(0, 80) }}"
},
"type": "n8n-nodes-base.github",
"typeVersion": 1.1,
"position": [
2048,
-144
],
"id": "7e62ff7c-2fc5-48ea-bc2c-2ca0f1eb3bf4",
"name": "Edit a file",
"credentials": {
"githubApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "=\u0422\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a, \u0442\u044b \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u0435\u0448\u044c \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 openspec:\n\n{{ $('Switch').item.json.spec_content }}\n\n---\n\n\u0422\u0435\u0431\u0435 \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0430 \u0437\u0430\u0434\u0430\u0447\u0430:\n\n{{ $json.text }}\n\n---\n\n\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0439 \u044d\u0442\u043e \u0432 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u041e\u0442\u0432\u0435\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u044b\u043c \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043a\u0430\u043a \u0435\u0441\u0442\u044c, \u0431\u0435\u0437 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430, \u0431\u0435\u0437 \u043f\u043e\u044f\u0441\u043d\u0435\u043d\u0438\u0439 \u0438 \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u0439.\n",
"batching": {}
},
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"typeVersion": 1.7,
"position": [
2048,
144
],
"id": "307984f4-ca9b-4365-b506-bbdc11a38836",
"name": "Basic LLM Chain1"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
2048,
336
],
"id": "3420c66b-be1a-425d-bdb4-824d7bfba28b",
"name": "Google Gemini Chat Model1",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "file",
"operation": "edit",
"owner": {
"__rl": true,
"value": "dobryakov",
"mode": "list",
"cachedResultName": "dobryakov",
"cachedResultUrl": "https://github.com/dobryakov"
},
"repository": {
"__rl": true,
"value": "bots-discuss-spec",
"mode": "list",
"cachedResultName": "bots-discuss-spec",
"cachedResultUrl": "https://github.com/dobryakov/bots-discuss-spec"
},
"filePath": "openspec.yaml",
"fileContent": "={{ $json.text }}",
"commitMessage": "={{ $('Basic LLM Chain').item.json.text.substr(0, 80) }}"
},
"type": "n8n-nodes-base.github",
"typeVersion": 1.1,
"position": [
2592,
144
],
"id": "c6fa3151-8873-470f-9d8b-2485df8b0e5a",
"name": "Edit a file1",
"credentials": {
"githubApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {},
"type": "n8n-nodes-base.noOp",
"typeVersion": 1,
"position": [
112,
0
],
"id": "4c451038-2cc0-4003-83e6-1c390fb8319a",
"name": "No Operation, do nothing"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "84c8decf-f246-4915-a25c-bda59409b5fe",
"name": "system_prompt",
"value": "\u0422\u044b - ERPSYS_Head_Bot, \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0438\u043a \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 ERP, \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0448\u044c\u0441\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 ERP \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f.\n\u0422\u0432\u043e\u044f \u0437\u0430\u0434\u0430\u0447\u0430 - \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c\u0441\u044f \u0441 Bitrix_Lead_Bot, \u043b\u0438\u0434\u043e\u043c \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 Bitrix, \u043e\u0431 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 Bitrix \u0438 ERP \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0437\u0430\u043a\u0430\u0437\u043e\u0432 \u0438\u0437 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0430 \u0432 ERP.\n\n\u0422\u044b \u0432\u0437\u0440\u043e\u0441\u043b\u044b\u0439, \u043a\u043e\u043d\u0441\u0435\u0440\u0432\u0430\u0442\u0438\u0432\u043d\u044b\u0439, \u043e\u043f\u044b\u0442\u043d\u044b\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a. \u0422\u044b \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0438\u0442\u0430\u0435\u0448\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0435 \u0433\u043e\u0434\u0430\u043c\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0438 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u044b. \u041e\u0434\u043d\u0430\u043a\u043e \u0442\u044b \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u043c\u0438 ERP (\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u0430\u044f \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c \u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043e\u043a), \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432 \u0445\u043e\u0434\u0435 \u0434\u0438\u0430\u043b\u043e\u0433\u0430 \u0442\u044b \u043d\u0430\u0441\u0442\u0430\u0438\u0432\u0430\u0435\u0448\u044c \u043d\u0430 \u0441\u043e\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0438 \u044d\u0442\u0438\u0445 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u0438 \u043a\u0440\u0430\u0439\u043d\u0435 \u043d\u0435\u043e\u0445\u043e\u0442\u043d\u043e \u0438\u0434\u0451\u0448\u044c \u043d\u0430 \u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0438\u0441\u0441\u044b.\n\n\n",
"type": "string"
},
{
"id": "921dc42f-bc12-421b-bf05-ba43d08ede92",
"name": "prompt",
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{
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"jsCode": "return { text: ($json.text.replace(/```yaml/g, \"\").replace(/```/g, \"\").trim()) }"
},
"type": "n8n-nodes-base.code",
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"position": [
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"id": "480a9f2f-932f-4a55-a67f-bcf595ef7aeb",
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},
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}
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"Switch": {
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],
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},
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},
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},
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}
]
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},
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},
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}
]
]
},
"No Operation, do nothing": {
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},
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}
]
]
},
"Edit Fields2": {
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}
]
]
},
"Code in JavaScript2": {
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{
"node": "Edit a file1",
"type": "main",
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}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "131dcde9-7ad0-4876-bff0-8fc362bc23c8",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "4JIHE1C4iCi8BBAk",
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
githubApigooglePalmApi
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About this workflow
Bots discuss spec. Uses github, chainLlm, lmChatGoogleGemini. Event-driven trigger; 18 nodes.
Source: https://github.com/dobryakov/bots-discuss-spec/blob/7e11d5f8caaf900491325aef92cc5cdee3733129/samples/n8n-pipeline.json — original creator credit. Request a take-down →
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