AI代理GitHub倦怠检测器
中级
这是一个自动化工作流，包含 13 个节点。主要使用 Set, Code, Github, GmailTool, GithubTool 等节点。 使用Groq AI分析GitHub活动检测团队倦怠，生成健康报告
前置要求
- •GitHub Personal Access Token
- •Google 账号和 Gmail API 凭证
- •可能需要目标 API 的认证凭证
分类
-
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": "Th6oymAWb3801GGM",
"meta": {
"instanceId": "e93a01df1c52af0d5a5bffda998d2d45d3e65e41e9b02e756e368c852da9b80b"
},
"name": "AI 代理 GitHub 倦怠检测器",
"tags": [
{
"id": "Tqphal8U1xgK62Ru",
"name": "burnout-detector",
"createdAt": "2025-10-11T15:33:02.359Z",
"updatedAt": "2025-10-11T15:33:02.359Z"
},
{
"id": "tMPdyC8GBdQzpbC5",
"name": "team-wellness",
"createdAt": "2025-10-11T15:49:08.958Z",
"updatedAt": "2025-10-11T15:49:08.958Z"
}
],
"nodes": [
{
"id": "ce1eaca0-50f9-49de-a865-51c602300439",
"name": "获取 PR",
"type": "n8n-nodes-base.github",
"position": [
1104,
-176
],
"webhookId": "1a85b560-3afe-49b9-89be-65f0e0b6922d",
"parameters": {
"owner": {
"__rl": true,
"mode": "url",
"value": "=https://github.com/{{ $('Config').first().json.repoowner }}"
},
"resource": "repository",
"operation": "getPullRequests",
"returnAll": true,
"repository": {
"__rl": true,
"mode": "url",
"value": "=https://github.com/{{ $('Config').first().json.repoowner }}/{{ $('Config').first().json.reponame }}"
},
"getRepositoryPullRequestsFilters": {
"state": "all",
"direction": "desc"
}
},
"credentials": {
"githubApi": {
"id": "OWMEIJM53SaS58Kt",
"name": "GitHub account"
}
},
"typeVersion": 1.1,
"alwaysOutputData": true
},
{
"id": "799820e9-9d39-4300-9c90-31a35c953e1c",
"name": "配置",
"type": "n8n-nodes-base.set",
"position": [
592,
-176
],
"parameters": {
"mode": "raw",
"options": {},
"jsonOutput": "{\n \"repoowner\": \"suarifymy\",\n \"reponame\": \"adk-samples\",\n \"period\":7,\n \"emailreport\": \"aiix.space.noreply@gmail.com\"\n}\n"
},
"typeVersion": 3.3
},
{
"id": "15e831a2-2321-488f-856a-875c3389f96e",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1520,
-176
],
"parameters": {
"text": "= You are a **Professional Team Wellness and Burnout Detection Agent** with strict guardrails. \nYour role is to analyze developer workload patterns and provide **objective, evidence-based assessments**. \n\n### Core Rules\n1. NEVER make personal judgments or assumptions about individual developers. \n2. ONLY analyze observable patterns in code activity data. \n3. ALWAYS provide evidence-based reasoning for all assessments. \n4. NEVER suggest disciplinary actions or performance reviews. \n5. FOCUS on systemic issues and team-level recommendations. \n6. ALWAYS include confidence scores and data limitations. \n7. RESPECT privacy and confidentiality of team members. \n8. PROVIDE actionable, constructive recommendations only. \n9. AVOID alarmist language—use a professional, measured tone. \n10. ALWAYS structure responses with clear sections and evidence. \n\n### Tools Available\n1. **Update GitHub Issue** → Create or update issues for tracking team wellness concerns. \n2. **Email Tool** → Send urgent notifications to team leads. \n\n- Use **GitHub Issues** for for CRITICAL alerts (Health Score < 90)\n- Use **Email** ONLY for CRITICAL alerts (Health Score < 90) requiring immediate intervention. \n\nYour analysis must be **objective, professional, and focused on improving team wellness through positive interventions and follow the report consideration below in a nice md file **. Always update github issues tool.\n\n\noutput report considerations.Please do redaction on any name.\n \noutput html report examples\n```\n# 📊 Team Health Report\n\n\n👩💻 Team Activity Snapshot\n📊 Overall Summary\n- Total commits: 6\n- Pull requests opened: 1\n- Workflows run: 1\n- Late‑night commits: 3\n- Weekend commits: 2\n- Failed workflows: 0 ✅\nThe team is keeping activity light this cycle, with a few late‑night pushes and some weekend work showing up.\n\n👥 Developer Activity Breakdown\n- sean\n- Commits: 2\n- Late‑night: 0\n- Weekend: 2 🌙 (notable weekend activity)\n- Ara SAMAD\n- Commits: 3\n- Late‑night: 3 🌙🌙🌙 (all commits after hours)\n- Weekend: 0\n- wzss088\n- Commits: 1\n- Late‑night: 0\n- Weekend: 0\n\n\n\n## 📝 Summary\nOverall, the team is maintaining a healthy delivery pace, but there are emerging signs of workload imbalance due to increased after-hours activity.\n\n---\n\n## 🔢 Health Score\n- **Value:** 68 / 100 \n- **Confidence:** 87% \n- **Limitations:** Based solely on commit and PR activity; meeting load and non-code tasks not captured.\n\n---\n\n## 🔍 Observed Patterns\n- ⏰ **After-hours activity** \n - 29% of commits occurred between 10pm–1am (baseline: 12%). \n - Confidence: 0.90 \n\n- 📈 **Weekend workload** \n - Weekend commits increased by 35% compared to the previous month. \n - Confidence: 0.82 \n\n- 🤝 **Collaboration bottleneck** \n - PR review turnaround time increased from 6h → 18h. \n - Confidence: 0.78 \n\n---\n\n## ⚠️ Systemic Risks\n- Sustained after-hours work may indicate creeping burnout risk. \n - Evidence: 3 consecutive weeks of elevated late-night commits. \n - Confidence: 0.85 \n\n- Slower PR reviews may delay feedback loops and increase cycle time. \n - Evidence: Median cycle time rose from 2.1 days → 3.4 days. \n - Confidence: 0.80 \n\n---\n\n## ✅ Recommendations\n- 📌 Facilitate a team discussion on workload distribution and sprint commitments. *(Priority: Medium)* \n- 🔔 Introduce automated nudges discouraging late-night commits. *(Priority: Low)* \n- 🛠️ Rotate PR review responsibilities or adopt lightweight review guidelines. *(Priority: High)* \n\n--- \n```\nPLease use the tool to send report. You must use html format and follow the html report example above\n\nUser a: {{ JSON.stringify( $('Analyze Patterns Developer').first().json )}}",
"options": {},
"promptType": "define"
},
"typeVersion": 2.2
},
{
"id": "ce574d0d-76e2-4c6c-b1ab-850aa544e8cc",
"name": "Groq 聊天模型报告",
"type": "@n8n/n8n-nodes-langchain.lmChatGroq",
"position": [
1376,
160
],
"parameters": {
"model": "openai/gpt-oss-120b",
"options": {}
},
"credentials": {
"groqApi": {
"id": "myslm11JTfGc28Kr",
"name": "Groq account"
}
},
"typeVersion": 1
},
{
"id": "76fd974d-f101-45d0-afcf-4a4ed9c6b3b8",
"name": "在 Gmail 中发送消息",
"type": "n8n-nodes-base.gmailTool",
"position": [
1744,
160
],
"webhookId": "13fd9a8a-dcd7-4602-9f77-c22edc2dbcab",
"parameters": {
"sendTo": "={{ $('Config').first().json.emailreport }}",
"message": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message', ``, 'string') }}",
"options": {
"appendAttribution": false
},
"subject": " 📊 Team Health and Wellness Report",
"descriptionType": "manual",
"toolDescription": "Update reports to stakeholder via email"
},
"credentials": {
"gmailOAuth2": {
"id": "1mQ36iw0MWrsb0cL",
"name": "Gmail account"
}
},
"typeVersion": 2.1
},
{
"id": "df7238d2-665d-4da6-aa96-5f430ed04d14",
"name": "无操作，不执行任何操作",
"type": "n8n-nodes-base.noOp",
"position": [
1872,
-176
],
"parameters": {},
"typeVersion": 1
},
{
"id": "e71ac601-0698-49f4-a220-e1c3d2fa60ba",
"name": "分析开发者模式",
"type": "n8n-nodes-base.code",
"position": [
1280,
-176
],
"parameters": {
"jsCode": "// Analyze patterns from GitHub data\n\nconst commits =$(\"Github Get Commits\").all();\nconst pullRequests = $('Get Prs').all();\nconst workflows = $(\"Github Get Workflows\").all();\nconst analysisPeriod =$('Config').first().json.period || 7;\n\n// Initialize patterns object\nconst patterns = {\n total_commits: commits.length,\n total_prs: pullRequests.length,\n total_workflows: workflows.length,\n late_night_commits: 0,\n weekend_commits: 0,\n failed_workflows: 0,\n developer_activity: {}\n};\n\n// Analyze commits\nfor (const commit of commits) {\n try {\n const maincommit=commit.json.commit\n const commitTime = new Date(maincommit.author.date);\n const hour = commitTime.getHours();\n const weekday = commitTime.getDay();\n const author = maincommit.author.name || 'Unknown';\n \n // Track late night commits (after 10 PM or before 6 AM)\n if (hour >= 22 || hour <= 6) {\n patterns.late_night_commits++;\n }\n \n // Track weekend commits (Saturday = 6, Sunday = 0)\n if (weekday === 0 || weekday === 6) {\n patterns.weekend_commits++;\n }\n \n // Track per-developer activity\n if (!patterns.developer_activity[author]) {\n patterns.developer_activity[author] = {\n commits: 0,\n late_night: 0,\n weekend: 0\n };\n }\n \n patterns.developer_activity[author].commits++;\n if (hour >= 22 || hour <= 6) {\n patterns.developer_activity[author].late_night++;\n }\n if (weekday === 0 || weekday === 6) {\n patterns.developer_activity[author].weekend++;\n }\n } catch (e) {\n console.log('Error processing commit:', e);\n }\n}\n\n// Analyze workflows\nfor (const workflow of workflows) {\n if (workflow.conclusion === 'failure') {\n patterns.failed_workflows++;\n }\n}\n\n// Calculate rates\nconst failureRate = (patterns.failed_workflows / Math.max(patterns.total_workflows, 1)) * 100;\nconst lateNightRate = (patterns.late_night_commits / Math.max(patterns.total_commits, 1)) * 100;\nconst weekendRate = (patterns.weekend_commits / Math.max(patterns.total_commits, 1)) * 100;\n\n// Prepare data for AI analysis\nconst analysisData = {\n repository: $('Config').first().json.reponame || 'unknown/repo',\n analysis_period_days: analysisPeriod,\n patterns: patterns,\n rates: {\n failure_rate: failureRate.toFixed(1),\n late_night_rate: lateNightRate.toFixed(1),\n weekend_rate: weekendRate.toFixed(1)\n },\n raw_data: {\n // commits: commits,\n // pull_requests: pullRequests,\n // workflows: workflows\n }\n};\n\nreturn [{\n json: analysisData\n}];"
},
"typeVersion": 2
},
{
"id": "0ce251fc-69de-4b91-ae36-bf1f92e8ed59",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
240,
-256
],
"parameters": {
"color": 4,
"width": 1952,
"height": 624,
"content": ""
},
"typeVersion": 1
},
{
"id": "3f33cf1e-7011-4a0e-b550-58be70d6ee16",
"name": "便签15",
"type": "n8n-nodes-base.stickyNote",
"position": [
-368,
-256
],
"parameters": {
"color": 4,
"width": 580,
"height": 624,
"content": "# 团队健康：AI 倦怠检测代理 [开发者体验]"
},
"typeVersion": 1
},
{
"id": "5be57b6b-349f-48a3-aa10-5552799a8ac2",
"name": "计划触发器",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
352,
-176
],
"parameters": {
"rule": {
"interval": [
{
"daysInterval": 7
}
]
}
},
"typeVersion": 1.2
},
{
"id": "4f6b2323-c3d1-49ce-9a37-616bccf907cc",
"name": "Github 获取提交",
"type": "n8n-nodes-base.httpRequest",
"position": [
944,
-176
],
"parameters": {
"url": "=https://api.github.com/repos/{{ $('Config').first().json.repoowner }}/{{ $('Config').first().json.reponame }}/commits",
"options": {},
"sendQuery": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "created",
"value": "={{ $now.minus({ days: $json.period || 7 }).toISO() }}..*"
}
]
},
"nodeCredentialType": "githubApi"
},
"credentials": {
"githubApi": {
"id": "OWMEIJM53SaS58Kt",
"name": "GitHub account"
}
},
"typeVersion": 4.2
},
{
"id": "fb1996f6-35dd-4567-89fc-29c77716c57e",
"name": "Github 获取工作流",
"type": "n8n-nodes-base.httpRequest",
"position": [
768,
-176
],
"parameters": {
"url": "=https://api.github.com/repos/{{ $json.repoowner}}/{{ $json.reponame}}/actions/runs",
"options": {},
"sendQuery": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "created",
"value": "={{ $now.minus({ days: $json.period || 7 }).toISO() }}..*"
},
{
"name": "per_page",
"value": "50"
}
]
},
"nodeCredentialType": "githubApi"
},
"credentials": {
"githubApi": {
"id": "OWMEIJM53SaS58Kt",
"name": "GitHub account"
}
},
"typeVersion": 4.1
},
{
"id": "8deb394b-2654-4202-bff2-08eb40bd87a2",
"name": "更新 Github 问题",
"type": "n8n-nodes-base.githubTool",
"position": [
1568,
160
],
"webhookId": "6e6411fe-1caa-4714-95a6-1a61bfd2f006",
"parameters": {
"body": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Body', ``, 'string') }}",
"owner": {
"__rl": true,
"mode": "name",
"value": "={{ $('Config').first().json.repoowner }}"
},
"title": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Title', ``, 'string') }}",
"labels": [],
"assignees": [],
"repository": {
"__rl": true,
"mode": "name",
"value": "={{ $('Config').first().json.reponame }}"
},
"descriptionType": "manual",
"toolDescription": "#Update Github Issue\nCreate an issue in GitHub on the team wellness"
},
"credentials": {
"githubApi": {
"id": "OWMEIJM53SaS58Kt",
"name": "GitHub account"
}
},
"typeVersion": 1.1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "420ee020-9770-4587-ada3-664ab22396b1",
"connections": {
"Config": {
"main": [
[
{
"node": "Github Get Workflows",
"type": "main",
"index": 0
}
]
]
},
"Get Prs": {
"main": [
[
{
"node": "Analyze Patterns Developer",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "No Operation, do nothing",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger": {
"main": [
[
{
"node": "Config",
"type": "main",
"index": 0
}
]
]
},
"Github Get Commits": {
"main": [
[
{
"node": "Get Prs",
"type": "main",
"index": 0
}
]
]
},
"Update Github Issue": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Github Get Workflows": {
"main": [
[
{
"node": "Github Get Commits",
"type": "main",
"index": 0
}
]
]
},
"Groq Chat Model Report": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Send a message in Gmail": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Analyze Patterns Developer": {
"main": [
[
{
"node": "AI Agent",
"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？
中级
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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工作流信息
难度等级
中级
节点数量13
分类-
节点类型11
作者
Sean Lon
@seanlonI embarked on my coding journey at the age of 13, driven by a deep passion for AI, automation, and engineering. Over the years, I've taken on various roles including Developer, Engineer, Senior Engineer, Architect, Principal Engineer, Freelance Consultant, and Head of Engineering.
外部链接
在 n8n.io 查看 →
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