{ "nodes": [ { "id": "c59b29e6-72dd-43fd-8b97-1c21e1e8245e", "name": "Sticky Note - How It Works", "type": "n8n-nodes-base.stickyNote", "position": [ -64, -160 ], "parameters": { "color": 5, "width": 500, "height": 864, "content": "## \ud83c\udfaf SMART JOB HUNTER + COVER LETTER GENERATOR\n\n### \ud83d\ude80 What This Workflow Does:\n\n1. **User Submission**\n - User upload CV (PDF) + preferences (location, job type, salary, etc.)\n - Triggered by Form node\n\n2. **Extract CV**\n - PDF text extracted\n - Stored in `cvData`\n\n3. **Prepare Data**\n - Collects all form fields (location, work setting, job type, salary, email)\n - Normalized into JSON variables\n\n4. **Job Hunter Agent**\n - Uses SerpAPI + Gemini LLM\n - System prompt forces **ONLY 1 job result**\n - Returns structured JSON with cover letter\n\n5. **Parse Agent Output**\n - Cleans JSON (removes ```json fences)\n - Ensures valid JSON for downstream\n\n6. **Generate HTML Email**\n - Builds clean email template\n - Inserts candidate profile + job match + cover letter + application tips\n\n7. **Send via Gmail**\n - Sends final email to user\u2019s address\n - Subject: *Your Job MATCH!*\n" }, "typeVersion": 1 }, { "id": "7567fd6d-6d09-4a01-bfed-115d812c7793", "name": "Sticky Note - Setup Guide", "type": "n8n-nodes-base.stickyNote", "position": [ -880, 176 ], "parameters": { "color": 4, "width": 380, "height": 528, "content": "## \u2699\ufe0f SETUP GUIDE (Updated)\n\n### 1. Google Gemini (Required)\n* Go to [Google AI Studio](https://aistudio.google.com/)\n* Create Gemini API key\n* Add it to n8n credentials (`Google Palm / Gemini`)\n* Model used: **Gemini 2.5 Pro**\n\n### 2. SerpAPI (Required)\n* Go to [SerpAPI Dashboard](https://serpapi.com/)\n* Create API key\n* Add it to n8n credentials (`SerpAPI`)\n* Used by workflow to fetch **Google Jobs search results**\n\n### 3. Form Configuration\n* Form webhook auto-generated by n8n\n* Share form link directly with users\n* Or embed form in your website\n" }, "typeVersion": 1 }, { "id": "9a344bbc-419f-464e-b27a-347003947206", "name": "Sticky Note - Pro Tips", "type": "n8n-nodes-base.stickyNote", "position": [ -464, 176 ], "parameters": { "color": 3, "width": 360, "height": 528, "content": "## \ud83d\udee0\ufe0f Customization Tips\n\n- **Prompt**:\n Adjust system message in Job Hunter Agent to refine tone/length of cover letter.\n\n- **Email Branding**:\n Update footer in HTML email (currently: *Generated by khmuhtadin.com*).\n\n- **Job Filters**:\n Extend Prepare Data node to pass blacklist, industries, or company size.\n\n- **LLM Model**:\n Currently using Google Gemini (Gemini 2.5 Pro).\n Switch to GPT-4o or Claude 3.5 Sonnet if available for better reasoning.\n\n- **Attachments**:\n Optionally attach parsed CV summary as PDF for user reference.\n" }, "typeVersion": 1 }, { "id": "fc4e4c43-2c67-4b96-a52c-40177d3f830e", "name": "On form submission", "type": "n8n-nodes-base.formTrigger", "position": [ -1696, -128 ], "parameters": { "options": {}, "formTitle": "\ud83c\udfaf Smart Job Hunter + Cover Letter Generator", "formFields": { "values": [ { "fieldType": "file", "fieldLabel": "CV/Resume (PDF)", "multipleFiles": false, "requiredField": true, "acceptFileTypes": ".pdf" }, { "fieldLabel": "Preferred Location", "placeholder": "e.g., Jakarta, Bandung, Remote, Anywhere", "requiredField": true }, { "fieldType": "dropdown", "fieldLabel": "Job Type", "fieldOptions": { "values": [ { "option": "Full Time" }, { "option": "Part Time" }, { "option": "Freelance" }, { "option": "Contract" }, { "option": "Internship" } ] }, "requiredField": true }, { "fieldType": "dropdown", "fieldLabel": "Work Setting", "fieldOptions": { "values": [ { "option": "On Site" }, { "option": "Remote" }, { "option": "Hybrid" } ] }, "requiredField": true }, { "fieldLabel": "Minimum Salary Expectation (Optional)", "placeholder": "e.g., 10 juta, 15-20 juta, negotiable" }, { "fieldType": "textarea", "fieldLabel": "Additional Preferences (Optional)", "placeholder": "e.g., startup culture, specific companies, must have BPJS" }, { "fieldType": "email", "fieldLabel": "Email", "placeholder": "We will send the results to this email", "requiredField": true } ] }, "formDescription": "Upload your CV and let AI find perfect jobs with custom cover letters!" }, "typeVersion": 2.3 }, { "id": "6d023047-6245-4075-a5a9-d92bd3a6930f", "name": "Extract CV from PDF", "type": "n8n-nodes-base.extractFromFile", "position": [ -1472, -128 ], "parameters": { "options": {}, "operation": "pdf", "binaryPropertyName": "CV_Resume__PDF_" }, "typeVersion": 1 }, { "id": "8cdb4903-c0fb-4f7e-a109-4677bfc168c5", "name": "Prepare Data", "type": "n8n-nodes-base.set", "position": [ -1248, -128 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "ce5f3a96-c63d-40fa-b02c-8d763bfa2ed1", "name": "cvData", "type": "string", "value": "={{ $json.text }}" }, { "id": "51623c31-dacf-4828-b1ac-f03f67e00d54", "name": "location", "type": "string", "value": "={{ $('On form submission').item.json['Preferred Location'] }}" }, { "id": "068b13d5-6941-415d-935b-4936e42df913", "name": "workSetting", "type": "string", "value": "={{ $('On form submission').item.json['Work Setting'] }}" }, { "id": "e1636d57-472b-4886-b631-5deb45b103a3", "name": "jobType", "type": "string", "value": "={{ $('On form submission').item.json['Job Type'] }}" }, { "id": "salary-expectation", "name": "salaryExpectation", "type": "string", "value": "={{ $('On form submission').item.json['Minimum Salary Expectation (Optional)'] || 'Not specified' }}" }, { "id": "additional-prefs", "name": "additionalPreferences", "type": "string", "value": "={{ $('On form submission').item.json['Additional Preferences (Optional)'] || 'None' }}" }, { "id": "user-email", "name": "userEmail", "type": "string", "value": "={{ $('On form submission').item.json['Email'] }}" } ] } }, "typeVersion": 3.4 }, { "id": "bf80ac9b-076e-4c12-a22f-d34f64d81ab6", "name": "Job Hunter Agent", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ -1024, -128 ], "parameters": { "text": "={{ \n`ANALYZE CV AND FIND JOBS:\n\nCV Content:\n${$json.cvData}\n\nUser Preferences:\n- Location: ${$json.location}\n- Work Setting: ${$json.workSetting}\n- Job Type: ${$json.jobType}\n- Salary: ${$json.salaryExpectation}\n- Additional: ${$json.additionalPreferences}\n\nTASKS:\n1. Extract key info from CV (name, skills, experience, achievements)\n2. Search for 3 best matching jobs using tools\n3. Generate personalized cover letter for each job\n4. Format everything as structured JSON for email template`\n}}", "options": { "systemMessage": "=You are an expert Job Hunter specializing in the Indonesian job market. \nUse Decodo Scrapper and SerpAPI to find a real job. \n\n## YOUR MISSION:\n1. Analyze the CV to extract skills, experience, and achievements. \n2. Search for exactly 1 best matching job using the tools. \n - Return the first high-quality match you find. \n - Do not attempt multiple searches or retries. \n3. Generate one personalized cover letter for that job (250\u2013350 words). \n4. Output everything as structured JSON.\n\n## OUTPUT FORMAT:\nYou MUST output a valid JSON object with this exact structure:\n\n{\n \"candidateName\": \"[Name from CV]\",\n \"candidateExperience\": \"[X years in Y field]\",\n \"candidateSkills\": \"[Top 3 skills]\",\n \"candidateLevel\": \"[Junior/Mid/Senior]\",\n \"candidateStrength\": \"[Key differentiator]\",\n \"searchSummary\": \"[Platform searched and result]\",\n \"job\": {\n \"title\": \"[Job title]\",\n \"company\": \"[Company name]\",\n \"location\": \"[City/Remote]\",\n \"salary\": \"[Range or estimate]\",\n \"postedDate\": \"[X days ago]\",\n \"applyUrl\": \"[URL]\",\n \"whyMatch\": [\"Reason 1\",\"Reason 2\",\"Reason 3\"],\n \"coverLetter\": \"Dear Hiring Manager at [Company],\\n\\n[250-350 word letter]\\n\\nBest regards,\\n[Name]\"\n },\n \"applicationTips\": {\n \"bestTime\": \"Monday-Wednesday, 9-11 AM\",\n \"keywords\": \"[List of keywords from the job]\",\n \"followUp\": \"After 1 week\",\n \"interviewPrep\": \"[Focus areas]\"\n }\n}\n\n## IMPORTANT:\n- Use real job data from the tools (no imaginary jobs). \n- Stop after finding **one** matching job. \n- Output ONLY valid JSON, no extra text.\n" }, "promptType": "define" }, "typeVersion": 2.2 }, { "id": "a832cc9c-de91-48ae-8352-c33c47a903e7", "name": "Generate HTML Email", "type": "n8n-nodes-base.code", "position": [ -496, -128 ], "parameters": { "jsCode": "const jobData = $json;\nconst job = jobData.job || null;\n\n// Build HTML email\nconst htmlEmail = `\n\n\n\n \n \n Your Job Match\n\n\n \n \n \n \n
\n \n\n \n \n \n \n\n \n \n \n \n\n \n \n \n \n\n
\n

\ud83c\udfaf Your Job Match Is Ready!

\n
\n
\n

\ud83d\udc64 Profile Summary

\n

Name: ${jobData.candidateName || 'N/A'}

\n

Experience: ${jobData.candidateExperience || 'N/A'}

\n

Skills: ${(jobData.candidateSkills || []).join(', ')}

\n

Level: ${jobData.candidateLevel || 'N/A'}

\n
\n\n \n ${job ? `\n
\n
\n \ud83e\udd47 BEST MATCH\n
\n\n

${job.title}

\n

\ud83c\udfe2 ${job.company} | \ud83d\udccd ${job.location}

\n

\ud83d\udcb0 ${job.salary} | \ud83d\udcc5 Posted ${job.postedDate}

\n\n
\n

Why this matches:

\n
    ${(job.whyMatch || []).map(r => `
  • ${r}
    • `).join('')}
\n
\n\n \n Apply Now \u2192\n \n\n \n
\n

\ud83d\udc8c Your Cover Letter

\n
\n ${job.coverLetter}\n
\n
\n
\n ` : '

No job found.

'}\n\n \n ${jobData.applicationTips ? `\n
\n

\ud83d\udca1 Application Tips

\n

\ud83d\udcc5 Best Time: ${jobData.applicationTips.bestTime}

\n

\ud83c\udfaf Keywords: ${(jobData.applicationTips.keywords || []).join(', ')}

\n

\ud83d\udce7 Follow-up: ${jobData.applicationTips.followUp}

\n
\n ` : ''}\n
\n

\n Generated by khmuhtadin.com | ${new Date().toLocaleDateString()}\n

\n
\n
\n\n\n`;\n\n// Ambil email user dari workflow sebelumnya\nconst userEmail = $('Prepare Data').first().json.userEmail;\n\nreturn {\n htmlEmail,\n userEmail,\n jobData\n};\n" }, "typeVersion": 2 }, { "id": "c19e2109-d175-4cfa-ba46-05c68b16e1fe", "name": "Send a message", "type": "n8n-nodes-base.gmail", "position": [ -304, -128 ], "parameters": { "sendTo": "={{ $('On form submission').item.json.Email }}", "message": "={{ $json.htmlEmail }}", "options": { "appendAttribution": false }, "subject": "=Your Job MATCH!" }, "credentials": { "gmailOAuth2": { "name": "" } }, "typeVersion": 2.1 }, { "id": "6f06950e-20f9-4255-9e8f-7dda28f2098a", "name": "Parse Agent Output", "type": "n8n-nodes-base.code", "position": [ -704, -128 ], "parameters": { "jsCode": "let raw = $json.output || \"\";\n\n// Clean markdown fences if they exist\nraw = raw.replace(/```json/g, '').replace(/```/g, '').trim();\n\nlet parsed;\ntry {\n parsed = JSON.parse(raw);\n} catch (e) {\n parsed = { error: \"Failed to parse JSON\", raw };\n}\n\nreturn parsed;\n" }, "typeVersion": 2 }, { "id": "9eb446ce-0550-4ef3-af32-70fab8960230", "name": "SerpAPI", "type": "@n8n/n8n-nodes-langchain.toolSerpApi", "position": [ -880, 32 ], "parameters": { "options": {} }, "credentials": { "serpApi": { "name": "" } }, "typeVersion": 1 }, { "id": "47e51c15-ff71-4c11-aece-715cbfb2a466", "name": "Sticky Note - How It Works1", "type": "n8n-nodes-base.stickyNote", "position": [ -1328, 176 ], "parameters": { "color": 7, "width": 420, "height": 528, "content": "## \u26a0\ufe0f Known Limitations\n\n- **Job Sources**:\n Currently only SerpAPI (Google Jobs) + Decodo supported.\n Can add LinkedIn, Jobstreet, Indeed with API/connector.\n\n- **Result Count**:\n Hard-limited to **1 job** per run (by system prompt).\n Change prompt if you want multiple jobs.\n\n- **Parsing**:\n If AI fails to return valid JSON \u2192 fallback is `{ error: ... }`.\n Email will show \"No job found\".\n\n- **Email Output**:\n Gmail API required in n8n.\n Make sure OAuth2 refresh tokens are valid.\n" }, "typeVersion": 1 }, { "id": "4772dd55-822b-4a7a-b44d-5d819ebda152", "name": "Gemini 2.5 Pro", "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini", "position": [ -1024, 32 ], "parameters": { "options": {}, "modelName": "models/gemini-2.5-pro" }, "credentials": { "googlePalmApi": { "name": "" } }, "typeVersion": 1 }, { "id": "5eb23275-86a1-44c7-853d-0c93ef186b93", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -2752, 160 ], "parameters": { "width": 432, "height": 912, "content": "![Inbox 1](https://raw.githubusercontent.com/khmuhtadin/n8n-template/main/Website/%20JOB%20Hunter/inbox1.PNG)\n" }, "typeVersion": 1 }, { "id": "9f305cd6-2748-4da7-83b4-0349a88fe138", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ -2288, 160 ], "parameters": { "width": 432, "height": 912, "content": "![Inbox 2](https://raw.githubusercontent.com/khmuhtadin/n8n-template/main/Website/%20JOB%20Hunter/inbox%202.PNG)\n" }, "typeVersion": 1 }, { "id": "338e805a-11e4-4a65-9b5c-e9b85569516d", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -1840, 160 ], "parameters": { "width": 432, "height": 912, "content": "![Inbox 3](https://raw.githubusercontent.com/khmuhtadin/n8n-template/main/Website/%20JOB%20Hunter/inbox3.PNG)" }, "typeVersion": 1 }, { "id": "88baa7d5-494a-4715-b903-790c36239ad4", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ -1328, 960 ], "parameters": { "color": 3, "width": 370, "height": 100, "content": "## \u2615 Appreciate This Workflow?\n\nSupport the creator by sending coffee:\n\n**PayPal:** [paypal.me/khmuhtadin](https://paypal.me/khmuhtadin)\n\nThank you! \ud83d\ude80" }, "typeVersion": 1 } ], "connections": { "SerpAPI": { "ai_tool": [ [ { "node": "Job Hunter Agent", "type": "ai_tool", "index": 0 } ] ] }, "Prepare Data": { "main": [ [ { "node": "Job Hunter Agent", "type": "main", "index": 0 } ] ] }, "Gemini 2.5 Pro": { "ai_languageModel": [ [ { "node": "Job Hunter Agent", "type": "ai_languageModel", "index": 0 } ] ] }, "Job Hunter Agent": { "main": [ [ { "node": "Parse Agent Output", "type": "main", "index": 0 } ] ] }, "On form submission": { "main": [ [ { "node": "Extract CV from PDF", "type": "main", "index": 0 } ] ] }, "Parse Agent Output": { "main": [ [ { "node": "Generate HTML Email", "type": "main", "index": 0 } ] ] }, "Extract CV from PDF": { "main": [ [ { "node": "Prepare Data", "type": "main", "index": 0 } ] ] }, "Generate HTML Email": { "main": [ [ { "node": "Send a message", "type": "main", "index": 0 } ] ] } } }