내 워크플로
고급
이것은Lead Nurturing, AI Chatbot분야의자동화 워크플로우로, 23개의 노드를 포함합니다.주로 Set, GoogleDocs, GoogleDrive, Agent, OpenAi 등의 노드를 사용하며. GPT-4, Google 문서 및 Mermaid 다이어그램을 통한 개인 맞춤형 Upwork 제안서 자동화
사전 요구사항
- •Google Drive API 인증 정보
- •OpenAI API Key
사용된 노드 (23)
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"meta": {
"instanceId": "7a58a3f07a0fc2e793cb37fe49f8ad79d79b1752ef823a6ac87ff5a79f5b1fc9",
"templateCredsSetupCompleted": true
},
"name": "My workflow",
"tags": [
{
"id": "ayzol4JLAXjiRLWi",
"name": "N8N Course",
"createdAt": "2025-07-19T07:19:09.524Z",
"updatedAt": "2025-07-19T07:19:09.524Z"
}
],
"nodes": [
{
"id": "e0f69efd-213f-4abe-8b26-539e0e9d8c84",
"name": "메모지",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1408,
-1280
],
"parameters": {
"width": 400,
"height": 220,
"content": "## 🎯 STEP 1: Application Copy Generation\n\nGenerates personalized Upwork application text:\n\n**Execute Workflow Trigger**: Receives job description from AI agent\n**Set Variable**: Contains personal social proof and achievements\n**OpenAI**: Creates custom application using proven templates\n**Edit Fields**: Formats response for agent consumption\n\n**Template Structure**: \"Hi, I do [thing] all the time. So confident I created a demo: $$$\"\n\n**Key**: Uses templated approach with AI filling specific variables, not generating entire proposal"
},
"typeVersion": 1
},
{
"id": "e3608166-2d07-4c00-b81c-d13fa29c0adf",
"name": "메모지1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1392,
-928
],
"parameters": {
"width": 420,
"height": 220,
"content": "## 📄 STEP 2: Google Doc Proposal Creation\n\nGenerates professional proposal documents:\n\n1. **OpenAI1**: Creates structured proposal content (title, explanation, scope, timeline)\n2. **Google Drive**: Copies template and creates unique document\n3. **Google Drive1**: Shares document publicly for client access\n4. **Google Docs**: Replaces template variables with AI-generated content\n5. **Edit Fields1**: Returns shareable URL to AI agent\n\n**Output**: Professional proposal document with personalized content and social proof"
},
"typeVersion": 1
},
{
"id": "5f7fda54-b0d8-47f4-aa9f-1759ea72c71e",
"name": "메모지2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1392,
-624
],
"parameters": {
"width": 400,
"height": 220,
"content": "## 📊 STEP 3: Mermaid Diagram Generation\n\nCreates workflow diagrams for visual proposals:\n\n**OpenAI2**: Analyzes job requirements and generates Mermaid.js flowchart code\n**Edit Fields2**: Formats diagram code for agent use\n\n**Purpose**: Provides visual representation of proposed solution\n**Client Perception**: Demonstrates thorough analysis and professional approach\n\n**Example Output**: \"graph TD; A-->B; B-->C;\" (flowchart syntax)\n\n**Usage**: Copy code into Mermaid visualizer or Whimsical for client presentation"
},
"typeVersion": 1
},
{
"id": "25a64031-cbc9-4834-9178-632adcf00068",
"name": "메모지3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1408,
-288
],
"parameters": {
"width": 420,
"height": 240,
"content": "## 🤖 STEP 4: AI Agent Orchestration\n\nMain agent that coordinates all sub-workflows:\n\n**When chat message received**: Accepts Upwork job descriptions\n**AI Agent**: Uses OpenAI with memory to maintain context\n**Tool Integration**: Calls three sub-workflows (application, proposal, diagram)\n**Smart Replacement**: Automatically replaces $$$ placeholders with actual Google Doc links\n\n**Business Value**: Transforms hours of manual proposal work into minutes of automated generation\n\n**Revenue Potential**: Based on $500K+ Upwork earnings using these exact templates and strategies"
},
"typeVersion": 1
},
{
"id": "e4785c2b-3495-4b71-9686-d2aff69dee87",
"name": "워크플로우 실행 트리거",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
-688,
-1264
],
"parameters": {},
"typeVersion": 1
},
{
"id": "bb96534c-0a94-49a7-ad54-55c4da1ccec1",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-240,
-1264
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": {
"temperature": 0.7
},
"messages": {
"values": [
{
"role": "system",
"content": "You are a helpful, intelligent Upwork application writer."
},
{
"content": "=I'm an automation specialist applying to jobs on freelance platforms.\n\nYour task is to take as input an Upwork job description and return as output a customized proposal.\n\nHigh-performing proposals are typically templated as follows:\n\n```\nHi, I do {thing} all the time. Am so confident I'm the right fit for you that I just created a workflow diagram + a demo of your {thing} in no-code: $$$\n\nAbout me: I'm a {relevantJobDescription} that has done {coolRelevantThing}. Of note, {otherCoolTieIn}.\n\nHappy to do this for you anytime—just respond to this proposal (else I don't get a chat window). \n\nThank you!\n```\n\nOutput your results in JSON using this format:\n\n{\"proposal\":\"Your proposal\"}\n\nRules:\n- $$$ is what we're using to replace links later on, so leave that untouched.\n- Write in a casual, spartan tone of voice.\n- Don't use emojis or flowery language.\n- If there's a name included somewhere in the description, add it after \"Hi\"\n\nSome facts about me for the personalization: {{ $json.aboutMe }}\n"
},
{
"content": "={\"jobDescription\":\"{{ $('Execute Workflow Trigger').item.json.query }}\"}"
}
]
},
"jsonOutput": true
},
"typeVersion": 1.6
},
{
"id": "461851c0-1d89-4b28-9ce1-c1600b6fbde0",
"name": "변수 설정",
"type": "n8n-nodes-base.set",
"position": [
-464,
-1264
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "e980c92c-07d9-400e-b40c-a8fbdbe8bbcb",
"name": "aboutMe",
"type": "string",
"value": "I'm an AI and automation freelancer that builds outreach systems, CRM systems, project management systems, no-code systems, and integrations.|Some notable things I've done:- End to end project management for a $1M/yr copywriting agency- Outbound acquisition system that grew a content company from $10K/mo to $92K/mo in 12 mo- Monday.com CRM and PM for a recruiting company doing >$1M/yr- Automated content generation system for an SEO agency doing >$10M/yr- ClickUp CRM build for a marketing company doing $1M/yr- I run a Make.com community that does $100,000/mo- I run a YouTube channel about automation with over 50,000 subscribers- Email outreach system for a $MM San Diego real estate brokerage that closed $150K revenue in the first three days- Email outreach systems for a $200K/mo ecommerce dog treat company"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "c20b2871-175e-44da-a136-8e8ea0dce583",
"name": "필드 편집",
"type": "n8n-nodes-base.set",
"position": [
112,
-1264
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "468a03c7-1537-435a-9f98-ce7c58a51c8b",
"name": "response",
"type": "string",
"value": "={{ $json.message.content.proposal }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "e0e8f7ea-b778-4b29-9e8e-fcbf0b9c8b99",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
-96,
-880
],
"parameters": {
"name": "={{ $json.message.content.titleOfSystem }}",
"fileId": {
"__rl": true,
"mode": "list",
"value": "1rUO3VaO2yDGO5wf0Zz72gaG7e__wjXY26PJkX8h-Y00",
"cachedResultUrl": "https://docs.google.com/document/d/1rUO3VaO2yDGO5wf0Zz72gaG7e__wjXY26PJkX8h-Y00/edit?usp=drivesdk",
"cachedResultName": "Google Docs Upwork Proposal Template"
},
"options": {},
"operation": "copy"
},
"typeVersion": 3
},
{
"id": "30ce122f-7d72-4778-baf9-0a523322a914",
"name": "Google Drive1",
"type": "n8n-nodes-base.googleDrive",
"position": [
128,
-880
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {},
"operation": "share",
"permissionsUi": {
"permissionsValues": {
"role": "reader",
"type": "anyone"
}
}
},
"typeVersion": 3
},
{
"id": "d427a4a0-1171-4110-8973-470962397917",
"name": "Google Docs",
"type": "n8n-nodes-base.googleDocs",
"position": [
352,
-880
],
"parameters": {
"actionsUi": {
"actionFields": [
{
"text": "{{titleOfSystem}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.titleOfSystem }}"
},
{
"text": "{{briefExplanationOfSystem}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.briefExplanationOfSystem }}"
},
{
"text": "{{specificPartOfTheirRequest}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.specificPartOfTheirRequest }}"
},
{
"text": "{{stepByStepBulletPoints}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.stepByStepBulletPoints }}"
},
{
"text": "{{leftToRightFlowWithArrows}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.leftToRightFlowWithArrows }}"
},
{
"text": "{{aboutMeBulletPoints}}",
"action": "replaceAll",
"replaceText": "={{ $('OpenAI1').item.json.message.content.aboutMeBulletPoints }}"
}
]
},
"operation": "update",
"documentURL": "={{ $('Google Drive').item.json.id }}"
},
"typeVersion": 2
},
{
"id": "5b7eda57-c96d-4b8d-b2ee-9c21a8092db5",
"name": "OpenAI1",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-480,
-880
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": {
"temperature": 0.7
},
"messages": {
"values": [
{
"role": "system",
"content": "You are a helpful, intelligent proposal writer."
},
{
"content": "=I'm an automation specialist applying to jobs on freelance platforms.\n\nYour task is to take as input an Upwork job description and return as output JSON for a customized proposal (which I'll upload to Google Docs).\n\nHigh-performing proposals are typically templated as follows:\n\n```\n# {titleOfSystem} \n## {briefExplanationOfSystem}\n\nHi. As mentioned, I’m so confident I’m the right fit for this I went ahead and created a proposal for you, including a step-by-step of how I’d do it.\n\nI’ve done the below many times and working with {specificPartOfTheirRequest} is actually one of my favorite things to do. Talk about serendipity!\n\nAnyway, here’s how we'll build {paraphrasedSystem}:\n{stepByStepBulletPoints}\n\nSo basically, {leftToRightFlowWithArrows}.\n\nA little about me:\n{aboutMeBulletPoints}\n\nTo be upfront: my goal is to work with you on a long-term retainer, since I find it aligns incentives and lets me help clients better. So I'd treat everything we do together as foundational, and help you build systems that drive revenue/maximize cost savings. \n\nI am really confident I can blow this out of the park for you, so if this sounds like something you're into, just respond to my proposal on Upwork & we'll take it from there. \n\nThank you for your time!\n```\n\nOutput your results in JSON using this format:\n\n{\n \"titleOfSystem\": \"\",\n \"briefExplanationOfSystem\": \"\",\n \"specificPartOfTheirRequest\": \"\",\n \"stepByStepBulletPoints\": \"\",\n \"leftToRightFlowWithArrows\": \"\",\n \"aboutMeBulletPoints\": \"\",\n}\n\nRules:\n- Write in a casual, spartan tone of voice.\n- Don't use emojis or flowery language.\n- If there's a name included somewhere in the description, add it for personalization purposes.\n- Return \"stepByStepBulletPoints\" and \"aboutMeBulletPoints\" as strings, and delimit each bullet point with a \\n and make sure it includes a -\n- In \"aboutMeBulletPoints\", prefer to mention social proof that includes $ and numbers.\n- For \"leftToRightFlowWithArrows\", write a simplified left to right flow delimited by \"->\" strings. For instance, we receive a new email -> we add that to the CRM -> we send an email to the new lead.\n- Use first-person \"I\" language, like \"I'd streamline...\" for bullet points etc.\n\n\nSome facts about me for the personalization: {{ $json.aboutMe }}\n"
},
{
"content": "={\"jobDescription\":\"{{ $('Execute Workflow Trigger').item.json.query }}\"}"
}
]
},
"jsonOutput": true
},
"typeVersion": 1.6
},
{
"id": "9e9475c8-54f6-4481-8b43-ec39f92a55ea",
"name": "변수 설정1",
"type": "n8n-nodes-base.set",
"position": [
-672,
-880
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "e980c92c-07d9-400e-b40c-a8fbdbe8bbcb",
"name": "aboutMe",
"type": "string",
"value": "I'm an AI and automation freelancer that builds outreach systems, CRM systems, project management systems, no-code systems, and integrations.|Some notable things I've done:- End to end project management for a $1M/yr copywriting agency- Outbound acquisition system that grew a content company from $10K/mo to $92K/mo in 12 mo- Monday.com CRM and PM for a recruiting company doing >$1M/yr- Automated content generation system for an SEO agency doing >$10M/yr- ClickUp CRM build for a marketing company doing $1M/yr- I run a Make.com community that does $100,000/mo- I run a YouTube channel about automation with over 50,000 subscribers- Email outreach system for a $MM San Diego real estate brokerage that closed $150K revenue in the first three days- Email outreach systems for a $200K/mo ecommerce dog treat company"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "051b9854-8f2d-412e-8dbf-3987f2ce2f6d",
"name": "필드 편집1",
"type": "n8n-nodes-base.set",
"position": [
560,
-880
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "74b2ef09-da1d-4fe0-b6ea-242f25edf5e8",
"name": "urlOfProposal",
"type": "string",
"value": "=https://docs.google.com/document/d/{{ $json.documentId }}/edit"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "930efce4-7e42-4b5b-b583-3ffc46f90e11",
"name": "OpenAI2",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-688,
-608
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": {
"temperature": 0.7
},
"messages": {
"values": [
{
"role": "system",
"content": "You are a helpful, intelligent Mermaid.js code writer."
},
{
"content": "=Your task is to take as input an Upwork job description and return as output a Mermaid diagram that I can visualize using a subsequent Mermaid.js tool.\n\nOutput your results in plaintext using Mermaid code formatting. Don't output anything but the Mermaid diagram code.\n\nHere's an example of what your output should look like:\n\ngraph TD;\n A-->B;\n A-->C;\n B-->D;\n C-->D;\n\nRules:\n- You only output flowcharts. Nothing else. No sequence diagrams, no Gantt charts—only flowcharts.\n- Do not output any accessory formatting information, like ```mermaid.\n- Your first character should be g."
},
{
"content": "={{ $json.query }}"
}
]
}
},
"typeVersion": 1.6
},
{
"id": "0ee67283-602a-48d7-98cc-609156ba3384",
"name": "필드 편집2",
"type": "n8n-nodes-base.set",
"position": [
-336,
-608
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "d47590b5-3683-4afe-bc27-a25fb94a32d5",
"name": "mermaidCode",
"type": "string",
"value": "={{ $json.message.content }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "b4b6f907-c24f-49de-aefa-8d608d1e027b",
"name": "채팅 메시지 수신 시",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-560,
-288
],
"webhookId": "89921f10-c333-4854-977f-57d621cb6350",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "68a46c9e-4ee3-454d-9c27-1c5e281724a7",
"name": "AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-336,
-288
],
"parameters": {
"options": {
"systemMessage": "You're a helpful, intelligent Upwork assistant. Your task is to receive an Upwork job description and then use it to generate assets, like Mermaid diagrams, Google Docs, and Upwork application bodies. \n\nWhen you receive an Upwork job description, you *must* generate a Mermaid diagram, a Google Doc proposal, and an Upwork application. You must then replace the $$$ with the Google Doc proposal link.\n\nOutput the Google Doc proposal link in plaintext, like link: https://www..."
}
},
"typeVersion": 1.7
},
{
"id": "f6dff3af-6183-4144-b145-051e12c21868",
"name": "OpenAI 채팅 모델",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-656,
16
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "48f145b4-6357-454a-bae6-1ca1e0666baf",
"name": "윈도우 버퍼 메모리",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-496,
16
],
"parameters": {
"contextWindowLength": 10
},
"typeVersion": 1.2
},
{
"id": "9504c8d4-63c5-4260-9d20-7fd08030e561",
"name": "지원서 본문 생성",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
48,
16
],
"parameters": {
"name": "generate_upwork_application_copy",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "HOncCvVmxtQKVDy5",
"cachedResultName": "Live Build Upwork Agent: Generate Application Copy"
},
"description": "Call this tool to generate Upwork application copy. The input will be an Upwork job description, and the output will be the Upwork application copy string from the tool."
},
"typeVersion": 1.2
},
{
"id": "7ac89d7e-0f0a-4872-ba9e-457d27f01353",
"name": "Google 문서 제안서 생성",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
-128,
16
],
"parameters": {
"name": "generate_google_doc_proposal",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "95AZvQ50eHm2pFVA",
"cachedResultName": "Live Build Upwork Agent: Generate Google Doc Proposal"
},
"description": "Call this tool to generate a Google Doc proposal for an Upwork job. The input should be a string of an Upwork job post, and the output will be a proposal URL that you can use to fill in templates.",
"responsePropertyName": "urlOfProposal"
},
"typeVersion": 1.2
},
{
"id": "cb0dac4a-6495-44b5-ba3e-1d6bebcb5ecf",
"name": "Mermaid.js 생성",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
-320,
16
],
"parameters": {
"name": "generate_mermaid_diagram",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "bqM8byTJULziq4qT",
"cachedResultName": "Live Build Upwork Agent: Generate Mermaid Code"
},
"description": "Call this tool to generate Mermaid.js diagram code. The input will be an Upwork job description, and the output will be the mermaid diagram code.",
"responsePropertyName": "mermaidCode"
},
"typeVersion": 1.2
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "",
"connections": {
"bb96534c-0a94-49a7-ad54-55c4da1ccec1": {
"main": [
[
{
"node": "c20b2871-175e-44da-a136-8e8ea0dce583",
"type": "main",
"index": 0
}
]
]
},
"5b7eda57-c96d-4b8d-b2ee-9c21a8092db5": {
"main": [
[
{
"node": "e0e8f7ea-b778-4b29-9e8e-fcbf0b9c8b99",
"type": "main",
"index": 0
}
]
]
},
"930efce4-7e42-4b5b-b583-3ffc46f90e11": {
"main": [
[
{
"node": "0ee67283-602a-48d7-98cc-609156ba3384",
"type": "main",
"index": 0
}
]
]
},
"d427a4a0-1171-4110-8973-470962397917": {
"main": [
[
{
"node": "051b9854-8f2d-412e-8dbf-3987f2ce2f6d",
"type": "main",
"index": 0
}
]
]
},
"e0e8f7ea-b778-4b29-9e8e-fcbf0b9c8b99": {
"main": [
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{
"node": "30ce122f-7d72-4778-baf9-0a523322a914",
"type": "main",
"index": 0
}
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"461851c0-1d89-4b28-9ce1-c1600b6fbde0": {
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[
{
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"type": "main",
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}
]
]
},
"30ce122f-7d72-4778-baf9-0a523322a914": {
"main": [
[
{
"node": "d427a4a0-1171-4110-8973-470962397917",
"type": "main",
"index": 0
}
]
]
},
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"7ac89d7e-0f0a-4872-ba9e-457d27f01353": {
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}
}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 리드 육성, AI 챗봇
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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Nick Saraev
@nicksaraevHi 👋 I'm Nick. I make money with automation & teach others how they can too. If you have any questions about my templates or about my n8n builds, feel free to ask and I'll happily respond in the comments. Thanks for reading!
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