GitLab合并请求自动审查与风险评估
高级
这是一个Engineering, DevOps领域的自动化工作流，包含 23 个节点。主要使用 If, Code, Gmail, Merge, HttpRequest 等节点。 GitLab合并请求审查与Claude/GPT AI风险分析
前置要求
- •Google 账号和 Gmail API 凭证
- •可能需要目标 API 的认证凭证
- •GitLab Personal Access Token
- •Anthropic API Key
使用的节点 (23)
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"id": "jzcvnlV8g6aseE4A",
"meta": {
"instanceId": "1abe0e4c2be794795d12bf72aa530a426a6f87aabad209ed6619bcaf0f666fb0",
"templateCredsSetupCompleted": true
},
"name": "GitLab MR 自动审查与风险评估",
"tags": [
{
"id": "DOZBZVy35P0wB50k",
"name": "Quality Assurance (QA)",
"createdAt": "2025-02-04T06:46:12.267Z",
"updatedAt": "2025-02-04T06:46:12.267Z"
},
{
"id": "ML7fy627V46ocsUS",
"name": "Development",
"createdAt": "2025-02-04T06:46:44.236Z",
"updatedAt": "2025-02-04T06:46:44.236Z"
},
{
"id": "fX8hRnEv4D8sLSzF",
"name": "OpenAI",
"createdAt": "2025-01-09T09:18:12.757Z",
"updatedAt": "2025-01-09T09:18:12.757Z"
},
{
"id": "xBTtGefXwPc4Bib6",
"name": "Engineering",
"createdAt": "2025-02-04T06:47:02.932Z",
"updatedAt": "2025-02-04T06:47:02.932Z"
},
{
"id": "yy04JQqCaXepPdSa",
"name": "Project Management",
"createdAt": "2024-10-30T18:27:57.309Z",
"updatedAt": "2024-10-30T18:27:57.309Z"
},
{
"id": "zJaZorWWcGpTp35U",
"name": "DevOps",
"createdAt": "2025-01-03T12:19:34.273Z",
"updatedAt": "2025-01-03T12:19:34.273Z"
}
],
"nodes": [
{
"id": "a82f2b02-538b-4531-921c-d25f1edb97ef",
"name": "提取差异",
"type": "n8n-nodes-base.httpRequest",
"position": [
860,
320
],
"parameters": {
"url": "= https://gitlab.com/api/v4/projects/{{ encodeURIComponent($json.body.project.path_with_namespace) }}/merge_requests/{{ $json.body.object_attributes.iid }}/changes",
"options": {},
"jsonHeaders": "{\n \"Authorization\": \"Bearer glpat-xxxxxxxxxxxxxxxxxxxxxxxxxxxx\"\n}",
"sendHeaders": true,
"specifyHeaders": "json"
},
"typeVersion": 4.2
},
{
"id": "cd028c77-23e7-46d6-964d-af5afe468176",
"name": "分发列表生成器",
"type": "n8n-nodes-base.code",
"position": [
2040,
160
],
"parameters": {
"jsCode": "const ProjectLeads = {\n \"alpha_backend\": {\n \"dev\": [\"dev1@example.com\", \"dev2@example.com\"],\n \"qa\": [\"qa1@example.com\", \"qa2@example.com\"]\n },\n \"beta_webapp\": {\n \"dev\": [\"dev3@example.com\", \"dev4@example.com\"],\n \"qa\": [\"qa3@example.com\", \"qa4@example.com\"]\n },\n \"gamma_mobile\": {\n \"dev\": [\"dev5@example.com\", \"dev6@example.com\"],\n \"qa\": [\"qa5@example.com\", \"qa6@example.com\", \"qa7@example.com\"]\n },\n \"delta_api\": {\n \"dev\": [\"dev7@example.com\", \"dev8@example.com\", \"dev9@example.com\"],\n \"qa\": [\"qa8@example.com\", \"qa9@example.com\", \"qa10@example.com\"]\n },\n \"epsilon_service\": {\n \"dev\": [\"dev10@example.com\"],\n \"qa\": [\"qa11@example.com\", \"qa12@example.com\"]\n },\n \"zeta_scraper\": {\n \"dev\": [\"dev11@example.com\"],\n \"qa\": [\"qa13@example.com\", \"qa14@example.com\"]\n },\n \"theta_ui\": {\n \"dev\": [\"dev12@example.com\", \"dev13@example.com\"],\n \"qa\": [\"qa15@example.com\", \"qa16@example.com\"]\n },\n \"iota_backend\": {\n \"dev\": [\"dev14@example.com\", \"dev15@example.com\"],\n \"qa\": [\"qa17@example.com\", \"qa18@example.com\"]\n },\n \"kappa_admin\": {\n \"dev\": [\"dev16@example.com\", \"dev17@example.com\"],\n \"qa\": [\"qa19@example.com\", \"qa20@example.com\"]\n }\n};\n\n// Define the GlobalList\nconst GlobalList = [\n \"admin1@example.com\",\n \"admin2@example.com\",\n \"admin3@example.com\"\n];\n\n// Retrieve the project name from the input data and convert it to lowercase\nconst fullName = $('Merge').first().json.body.project.path_with_namespace.toLowerCase();\nconst projectName = fullName.split('/')[1];\n\nlet emails = [];\n\nif (projectName && ProjectLeads[projectName]) {\n // Extract the emails for the given project\n const projectEmails = [\n ...ProjectLeads[projectName].dev,\n ...ProjectLeads[projectName].qa\n ];\n\n // Combine project-specific emails with GlobalList\n emails = [...projectEmails, ...GlobalList];\n} else {\n // Default to GlobalList only if project name is not found or is undefined\n emails = [...GlobalList];\n}\n\n// Handle sender email replacement\nconst senderemail = $('Merge').first().json.body.object_attributes.last_commit.author.email;\nconst oldEmail = \"86149715+user@users.noreply.github.com\";\nconst newEmail = \"user@example.com\";\nconst senderEmail = senderemail.replace(oldEmail, newEmail);\n\n// Add senderEmail to emails list\nemails.push(senderEmail);\n\n// Remove duplicate emails\nemails = [...new Set(emails)];\n\n// Join all emails into a single string\nconst emailsString = emails.join(\", \");\n\n// Return the result\nreturn {\n json: {\n emails: emailsString\n }\n};\n"
},
"typeVersion": 2
},
{
"id": "922c9f5f-2db2-4034-8491-33208f04e580",
"name": "如果存在变更",
"type": "n8n-nodes-base.if",
"position": [
1100,
320
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "3c3e0e8b-7469-4394-ab99-a9ac5053197a",
"operator": {
"type": "array",
"operation": "lengthGt",
"rightType": "number"
},
"leftValue": "={{ $json.changes }}",
"rightValue": 0
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "e41fc6b0-ccc7-46c9-9667-79b199aaefc8",
"name": "合并",
"type": "n8n-nodes-base.merge",
"position": [
600,
320
],
"parameters": {},
"executeOnce": true,
"typeVersion": 3
},
{
"id": "1bf7f593-a7d9-48f5-be20-d73e97b030bb",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1400,
300
],
"parameters": {
"text": "={\n \"model\": \"claude-3-5-haiku-20241022\",\n \"max_tokens\": 1000,\n \"temperature\": 0.7,\n \"tools\": [\n {\n \"name\": \"record_summary\",\n \"description\": \"Record a structured summary of a git diff using well-defined JSON.\",\n \"input_schema\": {\n \"type\": \"object\",\n \"properties\": {\n \"RiskLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall risk assessment of the changes: High/Medium/Low.\"\n },\n \"Summary\": {\n \"type\": \"string\",\n \"description\": \"One-line summary of the git diff analysis\"\n },\n \"Recommendations\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"Recommendation\": {\n \"type\": \"string\",\n \"description\": \"Specific recommendation in HTML format.\"\n },\n \"CodeSnippet\": {\n \"type\": \"string\",\n \"description\": \"Relevant code full snippet formatted in HTML.\"\n }\n },\n \"required\": [\"Recommendation\", \"CodeSnippet\"]\n }\n },\n \"Issues\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"File\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted name of the file where the issue exists.\"\n },\n \"PotentialIssue\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted description of the issue.\"\n },\n \"Severity\": {\n \"type\": \"string\",\n \"description\": \"Severity of the issue: High/Medium/Low in HTML.\"\n }\n },\n \"required\": [\"File\", \"PotentialIssue\", \"Severity\"]\n }\n },\n \"URL\": {\n \"type\": \"string\",\n \"description\": \"Link to the repository in HTML.\"\n },\n \"DiffTable\": {\n \"type\": \"object\",\n \"properties\": {\n \"FileName\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted name of the file.\"\n },\n \"Changes\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"Line\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted line number.\"\n },\n \"Before\": {\n \"type\": \"string\",\n \"description\": \"Code before the change formatted in HTML.\"\n },\n \"After\": {\n \"type\": \"string\",\n \"description\": \"Code after the change formatted in HTML.\"\n }\n },\n \"required\": [\"Line\", \"Before\", \"After\"]\n }\n }\n }\n },\n \"TestCases\": {\n \"type\": \"array\",\n \"description\": \"List of test cases the QA team must check.\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"TestFor\": {\n \"type\": \"string\",\n \"description\": \"Description of the functionality or area to test.\"\n },\n \"Steps\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted steps to test the functionality.\"\n },\n \"ExpectedOutcome\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted description of the expected result of the test.\"\n }\n },\n \"required\": [\"TestFor\", \"Steps\", \"ExpectedOutcome\"]\n }\n }\n },\n \"required\": [\"RiskLevel\", \"Summary\", \"Recommendations\", \"Issues\", \"URL\", \"DiffTable\", \"TestCases\"]\n }\n }\n ],\n \"tool_choice\": {\n \"type\": \"tool\",\n \"name\": \"record_summary\"\n },\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Analyze the following git diff, highlight potential issues, provide recommendations with code snippets (using HTML formatting for all values), and include the URL. Ensure proper risk evaluation. Mark issues that may break the build or reveal a security risk as High':\"\n },\n {\n \"type\": \"text\",\n \"text\": \"{{ $json.changes.map(change => JSON.stringify(change.diff).slice(1, -1).replace(/[\\r]/g, '')).join(' ') }}\"\n },\n {\n \"type\": \"text\",\n \"text\": \"URL: {{ $json.web_url }}\"\n },\n {\n \"type\": \"text\",\n \"text\": \"Provide a table of test cases for the QA team under the 'TestCases' field.\"\n }\n ]\n }\n ]\n}",
"options": {},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.7
},
{
"id": "f888ea7c-04d4-4192-aa72-10c341da80c8",
"name": "自动修复输出解析器",
"type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
"position": [
1540,
600
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "e52227f3-e606-4ec9-b338-c36fe7ca4b6d",
"name": "结构化输出解析器",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1760,
940
],
"parameters": {
"schemaType": "manual",
"inputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"RiskLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall risk assessment of the changes: High/Medium/Low.\"\n },\n \"Summary\": {\n \"type\": \"string\",\n \"description\": \"One-line summary of the git diff analysis in HTML.\"\n },\n \"Recommendations\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"Recommendation\": {\n \"type\": \"string\",\n \"description\": \"Specific recommendation in HTML format.\"\n },\n \"CodeSnippet\": {\n \"type\": \"string\",\n \"description\": \"Relevant code snippet formatted in HTML.\"\n }\n },\n \"required\": [\"Recommendation\", \"CodeSnippet\"]\n }\n },\n \"Issues\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"File\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted name of the file where the issue exists.\"\n },\n \"PotentialIssue\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted description of the issue.\"\n },\n \"Severity\": {\n \"type\": \"string\",\n \"description\": \"Severity of the issue: High/Medium/Low in HTML.\"\n }\n },\n \"required\": [\"File\", \"PotentialIssue\", \"Severity\"]\n }\n },\n \"URL\": {\n \"type\": \"string\",\n \"description\": \"Link to the repository in HTML.\"\n },\n \"DiffTable\": {\n \"type\": \"object\",\n \"properties\": {\n \"FileName\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted name of the file.\"\n },\n \"Changes\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"Line\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted line number.\"\n },\n \"Before\": {\n \"type\": \"string\",\n \"description\": \"Code before the change formatted in HTML.\"\n },\n \"After\": {\n \"type\": \"string\",\n \"description\": \"Code after the change formatted in HTML.\"\n }\n },\n \"required\": [\"Line\", \"Before\", \"After\"]\n }\n }\n }\n },\n \"TestCases\": {\n \"type\": \"array\",\n \"description\": \"List of test cases the QA team must check.\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"TestFor\": {\n \"type\": \"string\",\n \"description\": \"Description of the functionality or area to test.\"\n },\n \"Steps\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted steps to test the functionality.\"\n },\n \"ExpectedOutcome\": {\n \"type\": \"string\",\n \"description\": \"HTML-formatted description of the expected result of the test.\"\n }\n },\n \"required\": [\"TestFor\", \"Steps\", \"ExpectedOutcome\"]\n }\n }\n },\n \"required\": [\"RiskLevel\", \"Summary\", \"Recommendations\", \"Issues\", \"URL\", \"DiffTable\", \"TestCases\"]\n}"
},
"typeVersion": 1.2
},
{
"id": "360985e5-1195-4411-ab5e-daf182f3be9b",
"name": "Anthropic 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"position": [
1560,
940
],
"parameters": {
"model": "claude-3-5-haiku-20241022",
"options": {}
},
"credentials": {
"anthropicApi": {
"id": "9ZxBT7yu9DmfOCQi",
"name": "Anthropic account Vishal"
}
},
"typeVersion": 1.2
},
{
"id": "e912886a-2a4c-4f82-b14b-71db3ee2b616",
"name": "Anthropic Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"position": [
1400,
940
],
"parameters": {
"model": "claude-3-5-haiku-20241022",
"options": {}
},
"credentials": {
"anthropicApi": {
"id": "9ZxBT7yu9DmfOCQi",
"name": "Anthropic account Vishal"
}
},
"typeVersion": 1.2
},
{
"id": "320b0fa4-f864-4a3c-8d25-f2cac2512fbf",
"name": "在 MR 上回复评论",
"type": "n8n-nodes-base.httpRequest",
"position": [
2040,
480
],
"parameters": {
"url": "= https://gitlab.com/api/v4/projects/{{ encodeURIComponent( $('Merge').item.json.body.project.path_with_namespace) }}/merge_requests/{{ $('Merge').item.json.body.object_attributes.iid }}/notes",
"method": "POST",
"options": {},
"sendBody": true,
"jsonHeaders": "{\n \"Authorization\": \"Bearer glpatdemo -1234567890abcdef1234567890demo\"\n}\n",
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "body",
"value": "=# CodeSnape by Quantana\n\n**Summary** | {{ $('AI Agent').item.json.output.Summary }}\n--- | ---\n**Risk Level** | <span style=\"font-weight: bold; font-size: 1.5em; color: {{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Low' ? '#6B7280' : $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Medium' ? '#F59E0B' : '#EF4444' }};\">{{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}</span>\n\n## Recommendations\n\n| Recommendation | Code Snippet |\n| --- | --- |\n{{ $('AI Agent').item.json.output.Recommendations.map(rec => `| ${rec.Recommendation} | \\`${rec.CodeSnippet}\\` |`).join('\\n') }}\n\n## Test Cases\n\n| Test For | Steps | Expected Outcome |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.TestCases.map(test => `| ${test.TestFor} | ${test.Steps} | ${test.ExpectedOutcome} |`).join('\\n') }}\n\n## Issues\n\n| File | Potential Issue | Severity |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.Issues.map(issue => `| ${issue.File} | ${issue.PotentialIssue} | ${issue.Severity} |`).join('\\n') }}\n\n## Diff Table\n\n| Line | Before | After |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.DiffTable.Changes.map(change => `| ${change.Line} | \\`${change.Before}\\` | \\`${change.After}\\` |`).join('\\n') }}"
}
]
},
"specifyHeaders": "json"
},
"typeVersion": 4.2
},
{
"id": "0f8237ca-f3fb-46cc-b173-d42ea4cd447e",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-60,
140
],
"parameters": {
"width": 220,
"height": 360,
"content": "- 当合并请求（MR）创建或更新时触发工作流"
},
"typeVersion": 1
},
{
"id": "2ddc9aa2-3673-4b64-8ffb-ba7428b67dbe",
"name": "GitLab 触发器",
"type": "n8n-nodes-base.gitlabTrigger",
"position": [
0,
300
],
"webhookId": "fb878391-270b-47d8-addf-2917c71a3e09",
"parameters": {
"owner": "vishalkumar1",
"events": [
"merge_requests"
],
"repository": "istorefront_server"
},
"credentials": {
"gitlabApi": {
"id": "tRWT5f3LnLNRPulP",
"name": "Gitlab overall"
}
},
"typeVersion": 1
},
{
"id": "f751cca3-781e-4eaa-bd90-da329ed53a7f",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
800,
160
],
"parameters": {
"height": 320,
"content": "- 使用 API 从 GitLab 获取代码变更（差异）"
},
"typeVersion": 1
},
{
"id": "ade683bb-8608-44bb-8047-f6c1b7de8f00",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1060,
160
],
"parameters": {
"width": 220,
"height": 320,
"content": "- 确保 MR 包含变更后再继续执行"
},
"typeVersion": 1
},
{
"id": "281db918-d9a9-43bc-ae51-c3631e2ac494",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1320,
160
],
"parameters": {
"width": 380,
"height": 320,
"content": "- 调用 Claude AI 分析差异并生成：风险等级、问题、建议、测试用例"
},
"typeVersion": 1
},
{
"id": "a7a1e7f4-1504-49be-8199-f929fc83f65e",
"name": "便签5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1480,
500
],
"parameters": {
"width": 360,
"height": 220,
"content": "- 清理并优化 AI 输出以生成结构化报告"
},
"typeVersion": 1
},
{
"id": "fdbc74ea-a9cd-4811-b5b4-4eeadff28dff",
"name": "便签6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1700,
900
],
"parameters": {
"width": 220,
"height": 320,
"content": ""
},
"typeVersion": 1
},
{
"id": "e402a3ff-daac-4bae-bbb6-f9696c9adab5",
"name": "便签7",
"type": "n8n-nodes-base.stickyNote",
"position": [
1980,
0
],
"parameters": {
"width": 220,
"height": 320,
"content": "- 创建开发人员和 QA 测试人员列表用于邮件通知"
},
"typeVersion": 1
},
{
"id": "21818092-87db-42c6-af12-cbe1632c79ab",
"name": "便签8",
"type": "n8n-nodes-base.stickyNote",
"position": [
2220,
0
],
"parameters": {
"width": 220,
"height": 320,
"content": "- 向开发人员和 QA 团队发送 HTML 格式的 MR 报告"
},
"typeVersion": 1
},
{
"id": "13e5b3fa-c3a0-4399-baf7-84b99865907c",
"name": "便签9",
"type": "n8n-nodes-base.stickyNote",
"position": [
1980,
340
],
"parameters": {
"width": 220,
"height": 300,
"content": "- 将 AI 生成的审查报告作为 GitLab MR 评论发布"
},
"typeVersion": 1
},
{
"id": "REPLACE_WITH_GMAIL_OAUTH_ID",
"name": "发送至分发列表（邮件通知）",
"type": "n8n-nodes-base.gmail",
"position": [
2280,
140
],
"webhookId": "REPLACE_WITH_WEBHOOK_ID",
"parameters": {
"sendTo": "={{ $json.emails }}",
"message": "=<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <title>CodeSnape by Quantana</title>\n <style>\n body {\n margin: 0;\n padding: 0;\n font-family: Arial, sans-serif;\n }\n table {\n border-spacing: 0;\n border-collapse: collapse;\n width: 100%;\n max-width: 960px;\n margin: 0 auto;\n }\n .container {\n width: 100%;\n max-width: 960px;\n margin: 0 auto;\n }\n .section {\n margin-bottom: 20px;\n padding: 10px;\n }\n .header {\n background-color: #f2f2f2;\n padding: 20px;\n text-align: center;\n }\n .table-container {\n background-color: #f9f9f9;\n padding: 10px;\n border-radius: 5px;\n border: 1px solid #ddd;\n }\n .report-summary-table, .table-container table {\n width: 100%;\n border-collapse: collapse;\n }\n .report-summary-table th, .report-summary-table td, \n .table-container th, .table-container td {\n border: 1px solid #ddd;\n padding: 8px;\n text-align: left;\n }\n .report-summary-table th, .table-container th {\n background-color: #f2f2f2;\n }\n .report-summary-table tbody td, .table-container tbody td {\n background-color: #fff; /* White background for table body */\n }\n .summary-text {\n color: #1D4ED8;\n }\n .risk-low {\n color: #6B7280;\n }\n .risk-medium {\n color: #F59E0B;\n }\n .risk-high {\n color: #EF4444;\n }\n code {\n background-color: #f4f4f4;\n padding: 2px 4px;\n border-radius: 3px;\n font-family: \"Courier New\", Courier, monospace;\n }\n </style>\n</head>\n<body>\n <table class=\"container\">\n <tr>\n <td class=\"header\">\n <h1>CodeSnape by Quantana</h1>\n </td>\n </tr>\n <tr>\n <td>\n <table class=\"report-summary-table\">\n <tr>\n <td><strong>Summary</strong></td>\n <td class=\"summary-text\">{{ $('AI Agent').item.json.output.Summary }}</td>\n <td><strong>Risk Level</strong></td>\n <td style=\"\n font-weight: bold;\n font-size: 1.5em;\n color: \n {{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Low' ? '#6B7280' : \n $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Medium' ? '#F59E0B' : \n '#EF4444' }};\n \">\n {{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}\n </td>\n </tr>\n <tr>\n <td><strong>Project Name</strong></td>\n <td>{{ $('Merge').first().json.body.project.name }}</td>\n <td><strong>User Name</strong></td>\n <td>{{ $('Merge').first().json.body.user.name }}</td>\n </tr>\n <tr>\n <td><strong>Created Date</strong></td>\n <td colspan=\"3\">\n {{ $('Merge').first().json.body.object_attributes.created_at }} (UTC)\n <br />\n{{ new Date($('Merge').first().json.body.object_attributes.created_at).toLocaleString('en-IN', { \n timeZone: 'Asia/Kolkata', \n day: '2-digit', \n month: 'short', \n year: 'numeric', \n hour: '2-digit', \n minute: '2-digit', \n second: '2-digit', \n hour12: true \n}).replace(',', '') }} (IST)\n </span>\n </td>\n </tr>\n </table>\n </td>\n </tr>\n <tr>\n <td class=\"section\">\n <h2>Recommendations</h2>\n <table class=\"table-container\">\n <thead>\n <tr>\n <th>Recommendation</th>\n <th>Code Snippet</th>\n </tr>\n </thead>\n <tbody>\n {{ $('AI Agent').item.json.output.Recommendations.map(rec => `\n <tr>\n <td>${rec.Recommendation}</td>\n <td><code>${rec.CodeSnippet}</code></td>\n </tr>\n `).join('') }}\n </tbody>\n </table>\n </td>\n </tr>\n <tr>\n <td class=\"section\">\n <h2>Test Cases</h2>\n <table class=\"table-container\">\n <thead>\n <tr>\n <th>Test For</th>\n <th>Steps</th>\n <th>Expected Outcome</th>\n </tr>\n </thead>\n <tbody>\n {{ $('AI Agent').item.json.output.TestCases.map(test => `\n <tr>\n <td>${test.TestFor}</td>\n <td>${test.Steps}</td>\n <td>${test.ExpectedOutcome}</td>\n </tr>\n `).join('') }}\n </tbody>\n </table>\n </td>\n </tr>\n <tr>\n <td class=\"section\">\n <h2>Issues</h2>\n <table class=\"table-container\">\n <thead>\n <tr>\n <th>File</th>\n <th>Potential Issue</th>\n <th>Severity</th>\n </tr>\n </thead>\n <tbody>\n {{ $('AI Agent').item.json.output.Issues.map(issue => `\n <tr>\n <td>${issue.File}</td>\n <td>${issue.PotentialIssue}</td>\n <td>${issue.Severity}</td>\n </tr>\n `).join('') }}\n </tbody>\n </table>\n </td>\n </tr>\n <tr>\n <td class=\"section\">\n <h2>Diff Table</h2>\n <table class=\"table-container\">\n <thead>\n <tr>\n <th>Line</th>\n <th>Before</th>\n <th>After</th>\n </tr>\n </thead>\n <tbody>\n {{ $('AI Agent').item.json.output.DiffTable.Changes.map(change => `\n <tr>\n <td>${change.Line}</td>\n <td><code>${change.Before}</code></td>\n <td><code>${change.After}</code></td>\n </tr>\n `).join('') }}\n </tbody>\n </table>\n </td>\n </tr>\n <tr>\n <td class=\"section\">\n <h2>URL</h2>\n <p><a href=\"{{ $('Extract Diff').item.json.web_url }}\" target=\"_blank\">{{ $('Extract Diff').item.json.web_url }}</a></p>\n </td>\n </tr>\n<tr><td>Email Generated by CodeSnape from <a href=“https://quantana.com.au/ai”>Quantana</a> </td></tr>\n </table>\n</body>\n</html>",
"options": {
"appendAttribution": true
},
"subject": "=[{{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}] - CodeSnape for [{{ $('Merge').first().json.body.project.name }}] by [{{ $('Merge').first().json.body.user.name }}] at\n{{ $('Merge').first().json.body.object_attributes.created_at }}\n"
},
"credentials": {
"gmailOAuth2": {
"id": "REPLACE_WITH_GMAIL_OAUTH_ID",
"name": "Vishal Gmail"
}
},
"typeVersion": 2.1
},
{
"id": "REPLACE_WITH_GITLAB_CRED_ID",
"name": "GitLab 触发器1",
"type": "n8n-nodes-base.gitlabTrigger",
"position": [
0,
540
],
"webhookId": "REPLACE_WITH_WEBHOOK_ID",
"parameters": {
"owner": "vishalkumar1",
"events": [
"merge_requests"
],
"repository": "istorefront_server"
},
"credentials": {
"gitlabApi": {
"id": "tRWT5f3LnLNRPulP",
"name": "Gitlab overall"
}
},
"typeVersion": 1
},
{
"id": "REPLACE_WITH_GITLAB_CRED_ID",
"name": "GitLab 触发器2",
"type": "n8n-nodes-base.gitlabTrigger",
"position": [
0,
-20
],
"webhookId": "REPLACE_WITH_WEBHOOK_ID",
"parameters": {
"owner": "vishalkumar1",
"events": [
"merge_requests"
],
"repository": "istorefront_server"
},
"credentials": {
"gitlabApi": {
"id": "tRWT5f3LnLNRPulP",
"name": "Gitlab overall"
}
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "f1d633b3-d4d8-43aa-8a6b-7c4acbc67679",
"connections": {
"Merge": {
"main": [
[
{
"node": "Extract Diff",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Distribution List Generator",
"type": "main",
"index": 0
},
{
"node": "Comment Back on MR",
"type": "main",
"index": 0
}
]
]
},
"Extract Diff": {
"main": [
[
{
"node": "If Some Change",
"type": "main",
"index": 0
}
]
]
},
"GitLab Trigger": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"If Some Change": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"GitLab Trigger1": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"GitLab Trigger2": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"Anthropic Chat Model": {
"ai_languageModel": [
[
{
"node": "Auto-fixing Output Parser",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Anthropic Chat Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Auto-fixing Output Parser",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Auto-fixing Output Parser": {
"ai_outputParser": [
[
{
"node": "AI Agent",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Distribution List Generator": {
"main": [
[
{
"node": "Send to DL ( Email Notification)",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 工程, 开发运维
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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