{ "workflow": { "id": 10626, "name": "Singapore university eligibility analyzer with GPT-4o-Mini, WordPress and Slack notifications", "views": 55, "recentViews": 0, "totalViews": 55, "createdAt": "2025-11-08T09:26:11.260Z", "description": "## Introduction\nAutomates scholarship tracking by scraping university sites, assessing eligibility via AI, and publishing results to WordPress or Slack. Eliminates manual searches for students, counselors, and education platforms, enabling scalable curation and timely notifications.\n\n## How it Works\nWebhook triggers parallel scraping of NUS, NTU, SIT, SUTD → merge data → AI evaluates eligibility → aggregate qualified scholarships → generate summaries → post to WordPress/Slack → send email notifications with appeal options.\n\n## Setup Steps\n1. Configure OpenAI credentials and eligibility prompt template\n2. Update HTTP requests with university URLs and selectors\n3. Add WordPress site URL and API credentials\n4. Create Slack webhook and notification channel\n5. Configure Gmail/SMTP for email notifications\n\n## Workflow\nWebhook → Scrape 4 Universities (Parallel) → Merge Data → Prepare Context → AI Eligibility Check → Aggregate Results → Generate Summary → Check Status → Publish Slack/Email/WordPress → Handle Appeals\n\n## Workflow Steps\n1. Scraping: Fetch scholarship pages from four universities simultaneously\n2. Merge: Combine data into a unified dataset\n3. AI Processing: Analyze eligibility criteria, deadlines against student profile\n4. Aggregation: Consolidate qualified scholarships with match scores\n5. Publishing: Post to WordPress, send Slack/email with results\n6. Appeals: Webhook handles rejection appeals with AI review\n\n## Prerequisites\nOpenAI API key, WordPress site with REST API, Slack workspace with webhook, Gmail/SMTP credentials, student profile data (GPA, citizenship, major)\n\n## Use Cases\nCounselors automating recommendations for 100+ students, financial aid offices aggregating departmental opportunities\n\n## Customization\nAdd universities (SMU, SUSS, international institutions), include government schemes (MOE, Edusave, Mendaki)\n\n## Benefits\nSaves 10+ hours weekly per counselor, monitors 50+ scholarships automatically, provides AI eligibility matching (85%+ accuracy)\n", "workflow": { "id": "dfKZfBTRshRdGNim", "meta": { "instanceId": "b91e510ebae4127f953fd2f5f8d40d58ca1e71c746d4500c12ae86aad04c1502", "templateCredsSetupCompleted": true }, "name": "GPT-4o-Mini-Powered University Admission Finder with Eligibility Matching", "tags": [], "nodes": [ { "id": "0c9f9f20-1d1c-417f-9763-8307be9eb953", "name": "Webhook", "type": "n8n-nodes-base.webhook", "position": [ 1024, 512 ], "webhookId": "486b5d23-7a0d-4132-9b9b-04b192f0dca7", "parameters": { "path": "university-eligibility", "options": {}, "httpMethod": "POST" }, "typeVersion": 2 }, { "id": "e2b80453-bdee-4d14-859e-cab2865d0a6f", "name": "Scrape NUS Requirements", "type": "n8n-nodes-base.httpRequest", "position": [ 1248, 128 ], "parameters": { "url": "https://www.nus.edu.sg/oam/apply-to-nus/A-levels-admissions-requirements", "options": {} }, "typeVersion": 4.2 }, { "id": "8a5891dd-74cc-4c87-b7fc-fba01c527d37", "name": "Scrape NTU Requirements", "type": "n8n-nodes-base.httpRequest", "position": [ 1248, 320 ], "parameters": { "url": "https://www.ntu.edu.sg/admissions/undergraduate/admission-requirements", "options": {} }, "typeVersion": 4.2 }, { "id": "b1de2511-0ce5-4a12-8611-91705d1f1a4c", "name": "Scrape SIT Requirements", "type": "n8n-nodes-base.httpRequest", "position": [ 1248, 512 ], "parameters": { "url": "https://www.singaporetech.edu.sg/admissions/undergraduate/local-applicants", "options": {} }, "typeVersion": 4.2 }, { "id": "ca0d0ea3-5b59-4c1f-ac46-adf2167b6bc5", "name": "Scrape SUTD Requirements", "type": "n8n-nodes-base.httpRequest", "position": [ 1248, 704 ], "parameters": { "url": "https://www.sutd.edu.YOUR_AWS_SECRET_KEY_HERE", "options": {} }, "typeVersion": 4.2 }, { "id": "5b3e0e96-75df-4d5b-ba6d-bb2b2f83ef5d", "name": "Scrape SMU Requirements", "type": "n8n-nodes-base.httpRequest", "position": [ 1248, 896 ], "parameters": { "url": "https://www.smu.edu.sg/admissions/undergraduate/admissions-requirements", "options": {} }, "typeVersion": 4.2 }, { "id": "5dd2fe72-c357-42ba-9bc3-26f654f64913", "name": "Merge University Data", "type": "n8n-nodes-base.merge", "position": [ 1520, 576 ], "parameters": { "mode": "combine", "options": {} }, "typeVersion": 3 }, { "id": "56a0c19d-92b1-431d-b341-35891f7c4841", "name": "Prepare Data for AI", "type": "n8n-nodes-base.code", "position": [ 1744, 576 ], "parameters": { "jsCode": "const universities = [\n { name: 'NUS', data: $('Scrape NUS Requirements').item.json.data },\n { name: 'NTU', data: $('Scrape NTU Requirements').item.json.data },\n { name: 'SIT', data: $('Scrape SIT Requirements').item.json.data },\n { name: 'SUTD', data: $('Scrape SUTD Requirements').item.json.data },\n { name: 'SMU', data: $('Scrape SMU Requirements').item.json.data }\n];\n\nconst userInput = $('Webhook').item.json.body;\n\nreturn universities.map(uni => ({\n json: {\n university: uni.name,\n htmlContent: uni.data,\n userGrades: userInput.grades || '',\n userSubjects: userInput.subjects || '',\n userQualifications: userInput.qualifications || ''\n }\n}));" }, "typeVersion": 2 }, { "id": "7ba8b1ce-938f-4aa8-9266-e53144180ae1", "name": "OpenAI Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 1984, 800 ], "parameters": { "options": {} }, "credentials": { "openAiApi": { "id": "credential-id", "name": "openAiApi Credential" } }, "typeVersion": 1 }, { "id": "36778946-5a7c-47e8-a105-beba641ac41f", "name": "AI Agent - Eligibility Analyzer", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 1968, 576 ], "parameters": { "text": "=You are an expert university admissions advisor for Singapore universities.\n\nAnalyze the following admission requirements from {{ $json.university }} engineering programs:\n\n{{ $json.htmlContent }}\n\nUser Profile:\n- Academic Grades: {{ $json.userGrades }}\n- Subjects Taken: {{ $json.userSubjects }}\n- Qualifications: {{ $json.userQualifications }}\n\nYour task:\n1. Extract the key admission requirements for engineering programs (minimum grades, required subjects, qualifications)\n2. Compare the user's profile against these requirements\n3. Determine eligibility status: ELIGIBLE, NOT ELIGIBLE, or BORDERLINE\n4. Provide specific reasoning for your determination\n\nReturn your analysis in this JSON format:\n{\n \"university\": \"{{ $json.university }}\",\n \"eligibilityStatus\": \"ELIGIBLE/NOT ELIGIBLE/BORDERLINE\",\n \"minimumRequirements\": \"extracted requirements\",\n \"userMeetsRequirements\": true/false,\n \"reasoning\": \"detailed explanation\",\n \"recommendations\": \"advice for the applicant\"\n}", "options": { "systemMessage": "You are a precise university admissions analyzer. Always return valid JSON output and be thorough in your eligibility assessment." }, "promptType": "define", "hasOutputParser": true }, "typeVersion": 1.7 }, { "id": "1e08cab2-a5ba-45c9-ae79-9e3c15ef555e", "name": "Structured Output Parser", "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "position": [ 2112, 800 ], "parameters": {}, "typeVersion": 1.2 }, { "id": "b46ba7a2-8562-4fb2-ae15-8f1cce4a1014", "name": "Aggregate Results", "type": "n8n-nodes-base.aggregate", "position": [ 2320, 576 ], "parameters": { "options": {}, "aggregate": "aggregateAllItemData" }, "typeVersion": 1 }, { "id": "6f0e47fc-a4d5-42a7-86a0-536464ae33c3", "name": "Generate Summary", "type": "n8n-nodes-base.code", "position": [ 2544, 576 ], "parameters": { "jsCode": "const analyses = $input.all().map(item => item.json);\n\nconst eligible = analyses.filter(a => a.eligibilityStatus === 'ELIGIBLE');\nconst borderline = analyses.filter(a => a.eligibilityStatus === 'BORDERLINE');\nconst notEligible = analyses.filter(a => a.eligibilityStatus === 'NOT ELIGIBLE');\n\n// Determine if appeals are needed\nconst needsAppeal = (borderline.length > 0 || notEligible.length > 0) && eligible.length === 0;\n\nconst summary = {\n totalUniversitiesAnalyzed: analyses.length,\n eligibleUniversities: eligible.map(u => u.university),\n borderlineUniversities: borderline.map(u => u.university),\n notEligibleUniversities: notEligible.map(u => u.university),\n detailedAnalysis: analyses,\n needsAppeal: needsAppeal,\n overallRecommendation: eligible.length > 0 \n ? `You are eligible for ${eligible.length} university/universities. Focus your applications there.`\n : borderline.length > 0\n ? `You have borderline eligibility for ${borderline.length} university/universities. Consider improving your profile or applying with strong supporting documents. Appeal letters will be generated.`\n : `Unfortunately, you may not meet the minimum requirements for these universities. Appeal letters will be generated to request reconsideration.`\n};\n\nreturn [{ json: summary }];" }, "typeVersion": 2 }, { "id": "47b15f9c-816a-47bf-a632-acf0c684fe8e", "name": "Send Slack Summary", "type": "n8n-nodes-base.slack", "position": [ 2768, 288 ], "webhookId": "d1282710-9f8a-48d1-bedd-14cf4221bd48", "parameters": { "text": "=🎓 *Singapore University Eligibility Report*\n\n*Universities Analyzed:* {{ $json.totalUniversitiesAnalyzed }}\n\n✅ *Eligible Universities:*\n{{ $json.eligibleUniversities.length > 0 ? $json.eligibleUniversities.join(', ') : 'None' }}\n\n⚠️ *Borderline Eligibility:*\n{{ $json.borderlineUniversities.length > 0 ? $json.borderlineUniversities.join(', ') : 'None' }}\n\n❌ *Not Eligible:*\n{{ $json.notEligibleUniversities.length > 0 ? $json.notEligibleUniversities.join(', ') : 'None' }}\n\n*Overall Recommendation:*\n{{ $json.overallRecommendation }}\n\n_View detailed analysis in the workflow output._", "select": "channel", "channelId": { "__rl": true, "mode": "list", "value": "C12345678", "cachedResultName": "admissions" }, "otherOptions": {}, "authentication": "oAuth2" }, "typeVersion": 2.2 }, { "id": "e17d4ac1-fdf2-4b85-933a-9099ca6e9964", "name": "Publish to WordPress", "type": "n8n-nodes-base.wordpress", "position": [ 2768, 480 ], "parameters": { "title": "=University Eligibility Report - {{ $now.format('YYYY-MM-DD') }}", "additionalFields": { "status": "publish" } }, "typeVersion": 1 }, { "id": "69d636af-8c21-4cf7-aac1-7bc3d954d0ac", "name": "Respond to Webhook", "type": "n8n-nodes-base.respondToWebhook", "position": [ 2768, 672 ], "parameters": { "options": {}, "respondWith": "json", "responseBody": "={{ { success: true, eligibilityReport: $('Generate Summary').item.json, message: 'Analysis complete. Check detailed results.' } }}" }, "typeVersion": 1.1 }, { "id": "c25de84b-d7a8-4824-ba7c-3fc4ebca8314", "name": "Check Eligibility Status", "type": "n8n-nodes-base.if", "position": [ 2752, 816 ], "parameters": { "options": {}, "conditions": { "options": { "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "c1a497e7-2fca-4bd8-babc-4f8b07632ee1", "operator": { "type": "number", "operation": "equals", "rightType": "number" }, "leftValue": "={{ $json.eligibleUniversities.length }}", "rightValue": 0 } ] } }, "typeVersion": 2 }, { "id": "9d03058f-42d6-4c9e-8bfe-3ee34e0f5d8e", "name": "OpenAI Appeal Writer", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 2992, 944 ], "parameters": { "options": {} }, "credentials": { "openAiApi": { "id": "credential-id", "name": "openAiApi Credential" } }, "typeVersion": 1 }, { "id": "31895a1f-8a0d-45f8-9996-81bb2903c908", "name": "AI Agent - Appeal Letter Generator", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 2976, 720 ], "parameters": { "text": "=You are an expert admissions appeal letter writer for Singapore universities.\n\nUser Profile:\n- Academic Grades: {{ $('Webhook').item.json.body.grades }}\n- Subjects Taken: {{ $('Webhook').item.json.body.subjects }}\n- Qualifications: {{ $('Webhook').item.json.body.qualifications }}\n\nEligibility Analysis:\n{{ JSON.stringify($('Generate Summary').item.json.detailedAnalysis) }}\n\nYour task:\n1. Craft a professional, compelling appeal letter for each university where the user was deemed NOT ELIGIBLE or BORDERLINE\n2. Highlight the user's strengths and potential\n3. Address any weaknesses with constructive framing\n4. Demonstrate genuine interest in the engineering program\n5. Request reconsideration of the admission decision\n\nFor each university, generate:\n- A personalized subject line\n- A complete appeal letter (300-500 words)\n- Key points to emphasize\n- Supporting documents to attach (recommendations)\n\nReturn your output as a JSON array:\n[\n {\n \"university\": \"University Name\",\n \"subject\": \"Appeal for Reconsideration - Engineering Program Application\",\n \"letterBody\": \"Full letter text...\",\n \"keyStrengths\": [\"strength 1\", \"strength 2\"],\n \"recommendedAttachments\": [\"document 1\", \"document 2\"]\n }\n]", "options": { "systemMessage": "You are a professional admissions consultant. Write persuasive, authentic appeal letters that maintain appropriate tone and respect while advocating strongly for the applicant." }, "promptType": "define", "hasOutputParser": true }, "typeVersion": 1.7 }, { "id": "1ae41d8a-e00f-4544-9239-091104e08560", "name": "Appeal Output Parser", "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "position": [ 3120, 944 ], "parameters": { "jsonSchemaExample": "[\n {\n \"university\": \"NUS\",\n \"subject\": \"Appeal Subject\",\n \"letterBody\": \"Letter content\",\n \"keyStrengths\": [\"strength1\"],\n \"recommendedAttachments\": [\"doc1\"]\n }\n]" }, "typeVersion": 1.2 }, { "id": "3210365d-e816-42cf-b51d-34af3fa114b0", "name": "Format Appeal Emails", "type": "n8n-nodes-base.code", "position": [ 3328, 816 ], "parameters": { "jsCode": "const appeals = $input.first().json;\nconst userEmail = $('Webhook').item.json.body.email || 'user@example.com';\nconst userName = $('Webhook').item.json.body.name || 'Applicant';\n\nreturn appeals.map(appeal => ({\n json: {\n university: appeal.university,\n to: getUniversityEmail(appeal.university),\n from: userEmail,\n subject: appeal.subject,\n body: appeal.letterBody,\n keyStrengths: appeal.keyStrengths,\n attachments: appeal.recommendedAttachments,\n applicantName: userName,\n fullAppealPackage: `To: Admissions Office, ${appeal.university}\\nFrom: ${userName} (${userEmail})\\n\\nSubject: ${appeal.subject}\\n\\n${appeal.letterBody}\\n\\nKey Strengths to Highlight:\\n${appeal.keyStrengths.map((s, i) => `${i + 1}. ${s}`).join('\\n')}\\n\\nRecommended Supporting Documents:\\n${appeal.recommendedAttachments.map((a, i) => `${i + 1}. ${a}`).join('\\n')}`\n }\n}));\n\nfunction getUniversityEmail(uni) {\n const emails = {\n 'NUS': 'user@example.com',\n 'NTU': 'user@example.com',\n 'SIT': 'user@example.com',\n 'SUTD': 'user@example.com',\n 'SMU': 'user@example.com'\n };\n return emails[uni] || 'user@example.com';\n}" }, "typeVersion": 2 }, { "id": "75aba26c-bf23-45af-9fd6-528aa341edcb", "name": "Send Appeal Email", "type": "n8n-nodes-base.emailSend", "position": [ 3552, 768 ], "webhookId": "25c60963-cdba-46b9-b311-70b537508ba3", "parameters": { "options": {}, "subject": "={{ $json.subject }}", "toEmail": "={{ $json.to }}", "fromEmail": "={{ $json.from }}" }, "typeVersion": 2 }, { "id": "c199d51e-49dd-469f-8c76-f2f4722d3873", "name": "Save Appeal to WordPress", "type": "n8n-nodes-base.wordpress", "position": [ 3552, 960 ], "parameters": { "title": "=Appeal Letter - {{ $json.university }} - {{ $now.format('YYYY-MM-DD') }}", "additionalFields": { "status": "draft", "categories": [ "Appeals" ] } }, "typeVersion": 1 }, { "id": "df62327a-1da2-445d-9da3-981a6e9bd62e", "name": "Notify via Slack - Appeals", "type": "n8n-nodes-base.slack", "position": [ 3776, 768 ], "webhookId": "f8394f30-80de-4c7d-be6d-21f42ffa137f", "parameters": { "text": "=📧 *Appeal Letters Generated*\\n\\n*Applicant:* {{ $('Format Appeal Emails').first().json.applicantName }}\\n*Universities:* {{ $('Format Appeal Emails').all().map(i => i.json.university).join(', ') }}\\n\\n*Action Required:*\\n✅ Review appeal letters in WordPress (drafts)\\n✅ User should attach supporting documents\\n✅ Send appeals before deadline\\n\\n_Appeals are ready for review and sending._", "select": "channel", "channelId": { "__rl": true, "mode": "list", "value": "C12345678", "cachedResultName": "admissions" }, "otherOptions": {}, "authentication": "oAuth2" }, "typeVersion": 2.2 }, { "id": "77586205-0af9-4872-877c-28eeb9a3396d", "name": "Appeal Success Response", "type": "n8n-nodes-base.respondToWebhook", "position": [ 4000, 768 ], "parameters": { "options": {}, "respondWith": "json", "responseBody": "={{ { success: true, message: 'Appeal letters generated successfully', appeals: $('Format Appeal Emails').all().map(i => ({ university: i.json.university, subject: i.json.subject, to: i.json.to })), nextSteps: ['Review the appeal letters', 'Attach supporting documents (transcripts, recommendation letters)', 'Send appeals to universities', 'Follow up after 2-3 weeks'] } }}" }, "typeVersion": 1.1 }, { "id": "5dc97131-7df9-4375-a22b-12fa65b3d094", "name": "No Appeals Needed", "type": "n8n-nodes-base.respondToWebhook", "position": [ 3040, 1104 ], "parameters": { "options": {}, "respondWith": "json", "responseBody": "={{ { success: true, message: 'Congratulations! You are eligible for universities. No appeals needed.', eligibleUniversities: $('Generate Summary').item.json.eligibleUniversities } }}" }, "typeVersion": 1.1 }, { "id": "e5e32255-b7cb-4253-8d3c-42a2f2ea20fb", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ 1472, 112 ], "parameters": { "width": 672, "height": 432, "content": "## Introduction\nAutomates scholarship tracking by scraping university sites, assessing eligibility via AI, and publishing results to WordPress or Slack. Eliminates manual searches for students, counselors, and education platforms, enabling scalable curation and timely notifications.\n\n## How it Works\nWebhook triggers parallel scraping of NUS, NTU, SIT, SUTD → merge data → AI evaluates eligibility → aggregate qualified scholarships → generate summaries → post to WordPress/Slack → send email notifications with appeal options.\n\n## Setup Steps\n1. Configure OpenAI credentials and eligibility prompt template\n2. Update HTTP requests with university URLs and selectors\n3. Add WordPress site URL and API credentials\n4. Create Slack webhook and notification channel\n5. Configure Gmail/SMTP for email notifications\n\n" }, "typeVersion": 1 }, { "id": "1abae18e-0d26-43b4-8ab9-fc61e29bc3ff", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 3360, 128 ], "parameters": { "color": 6, "width": 480, "height": 224, "content": "## Customization\nAdd universities (SMU, SUSS, international institutions), include government schemes (MOE, Edusave, Mendaki)\n\n## Benefits\nSaves 10+ hours weekly per counselor, monitors 50+ scholarships automatically, provides AI eligibility matching (85%+ accuracy)\n" }, "typeVersion": 1 }, { "id": "879f2cdc-74cf-48c8-a9bb-af5d7bf05ec8", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 2192, 112 ], "parameters": { "color": 4, "width": 416, "height": 304, "content": "## Workflow Steps\n1. Scraping: Fetch scholarship pages from four universities simultaneously\n2. Merge: Combine data into a unified dataset\n3. AI Processing: Analyze eligibility criteria, deadlines against student profile\n4. Aggregation: Consolidate qualified scholarships with match scores\n5. Publishing: Post to WordPress, send Slack/email with results\n6. Appeals: Webhook handles rejection appeals with AI review\n\n" }, "typeVersion": 1 }, { "id": "1a11c64c-a4e3-4e65-a50c-3abcc70b2c05", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 2992, 128 ], "parameters": { "color": 5, "width": 320, "height": 272, "content": "## Prerequisites\nOpenAI API key, WordPress site with REST API, Slack workspace with webhook, Gmail/SMTP credentials, student profile data (GPA, citizenship, major)\n\n## Use Cases\nCounselors automating recommendations for 100+ students, financial aid offices aggregating departmental opportunities\n" }, "typeVersion": 1 }, { "id": "90754c99-515e-409a-a595-6e00afc0f9e3", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ 1520, 944 ], "parameters": { "color": 5, "width": 1136, "height": 112, "content": "## Workflow\nWebhook → Scrape 4 Universities (Parallel) → Merge Data → Prepare Context → AI Eligibility Check → Aggregate Results → Generate Summary → Check Status → Publish Slack/Email/WordPress → Handle Appeals\n" }, "typeVersion": 1 } ], "active": false, "pinData": {}, "settings": { "executionOrder": "v1" }, "versionId": "10c464ea-7cbb-4b8f-8b93-b9b29a0e9a43", "connections": { "Webhook": { "main": [ [ { "node": "Scrape NUS Requirements", "type": "main", "index": 0 }, { "node": "Scrape NTU Requirements", "type": "main", "index": 0 }, { "node": "Scrape SIT Requirements", "type": "main", "index": 0 }, { "node": "Scrape SUTD Requirements", "type": "main", "index": 0 }, { "node": "Scrape SMU Requirements", "type": "main", "index": 0 } ] ] }, "Generate Summary": { "main": [ [ { "node": "Send Slack Summary", "type": "main", "index": 0 }, { "node": "Publish to WordPress", "type": "main", "index": 0 }, { "node": "Respond to Webhook", "type": "main", "index": 0 }, { "node": "Check Eligibility Status", "type": "main", "index": 0 } ] ] }, "Aggregate Results": { "main": [ [ { "node": "Generate Summary", "type": "main", "index": 0 } ] ] }, "OpenAI Chat Model": { "ai_languageModel": [ [ { "node": "AI Agent - Eligibility Analyzer", "type": "ai_languageModel", "index": 0 } ] ] }, "Send Appeal Email": { "main": [ [ { "node": "Notify via Slack - Appeals", "type": "main", "index": 0 } ] ] }, "Prepare Data for AI": { "main": [ [ { "node": "AI Agent - Eligibility Analyzer", "type": "main", "index": 0 } ] ] }, "Appeal Output Parser": { "ai_outputParser": [ [ { "node": "AI Agent - Appeal Letter Generator", "type": "ai_outputParser", "index": 0 } ] ] }, "Format Appeal Emails": { "main": [ [ { "node": "Send Appeal Email", "type": "main", "index": 0 }, { "node": "Save Appeal to WordPress", "type": "main", "index": 0 } ] ] }, "OpenAI Appeal Writer": { "ai_languageModel": [ [ { "node": "AI Agent - Appeal Letter Generator", "type": "ai_languageModel", "index": 0 } ] ] }, "Merge University Data": { "main": [ [ { "node": "Prepare Data for AI", "type": "main", "index": 0 } ] ] }, "Scrape NTU Requirements": { "main": [ [ { "node": "Merge University Data", "type": "main", "index": 1 } ] ] }, "Scrape NUS Requirements": { "main": [ [ { "node": "Merge University Data", "type": "main", "index": 0 } ] ] }, "Check Eligibility Status": { "main": [ [ { "node": "AI Agent - Appeal Letter Generator", "type": "main", "index": 0 } ], [ { "node": "No Appeals Needed", "type": "main", "index": 0 } ] ] }, "Structured Output Parser": { "ai_outputParser": [ [ { "node": "AI Agent - Eligibility Analyzer", "type": "ai_outputParser", "index": 0 } ] ] }, "Notify via Slack - Appeals": { "main": [ [ { "node": "Appeal Success Response", "type": "main", "index": 0 } ] ] }, "AI Agent - Eligibility Analyzer": { "main": [ [ { "node": "Aggregate Results", "type": "main", "index": 0 } ] ] }, "AI Agent - Appeal Letter Generator": { "main": [ [ { "node": "Format Appeal Emails", "type": "main", "index": 0 } ] ] } } }, "lastUpdatedBy": 1, "workflowInfo": { "nodeCount": 31, "nodeTypes": { "n8n-nodes-base.if": { "count": 1 }, "n8n-nodes-base.code": { "count": 3 }, "n8n-nodes-base.merge": { "count": 1 }, "n8n-nodes-base.slack": { "count": 2 }, "n8n-nodes-base.webhook": { "count": 1 }, "n8n-nodes-base.aggregate": { "count": 1 }, "n8n-nodes-base.emailSend": { "count": 1 }, "n8n-nodes-base.wordpress": { "count": 2 }, "n8n-nodes-base.stickyNote": { "count": 5 }, "n8n-nodes-base.httpRequest": { "count": 5 }, "@n8n/n8n-nodes-langchain.agent": { "count": 2 }, "n8n-nodes-base.respondToWebhook": { "count": 3 }, "@n8n/n8n-nodes-langchain.lmChatOpenAi": { "count": 2 }, "@n8n/n8n-nodes-langchain.outputParserStructured": { "count": 2 } } }, "status": "published", "user": { "name": "Cheng Siong Chin", "username": "cschin", "bio": "Dr. Cheng Siong CHIN is an n8n workflow creator specializing in AI-powered automation, agent orchestration, and intelligent system integrations. He designs and builds end-to-end workflows that combine LLMs, APIs, and data pipelines to streamline complex processes and deliver production-ready automation solutions. Contact me to discuss custom AI workflows and agent architectures.\n", "verified": true, "links": [ "https://gravatar.com/mysticluminary9fa255f7f5" ], "avatar": "https://gravatar.com/avatar/54544f98e839bb9dd9a764ad1e6823eeddb6db5138d201e42f291a7b0a73303f?r=pg&d=retro&size=200" }, "nodes": [ { "id": 11, "icon": "fa:envelope", "name": "n8n-nodes-base.emailSend", "codex": { "data": { "alias": [ "SMTP", "email", "human", "form", "wait", "hitl", "approval" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/2021-the-year-to-automate-the-new-you-with-n8n/", "icon": "☀️", "label": "2021: The Year to Automate the New You with n8n" }, { "url": "https://n8n.io/blog/build-your-own-virtual-assistant-with-n8n-a-step-by-step-guide/", "icon": "👦", "label": "Build your own virtual assistant with n8n: A step by step guide" } ], "primaryDocumentation": [ { "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.sendemail/" } ], "credentialDocumentation": [ { "url": "https://docs.n8n.io/integrations/builtin/credentials/sendemail/" } ] }, "categories": [ "Communication", "HITL", "Core Nodes" ], "nodeVersion": "1.0", "codexVersion": "1.0", "subcategories": { "HITL": [ "Human in the Loop" ] } } }, "group": "[\"output\"]", "defaults": { "name": "Send Email", "color": "#00bb88" }, "iconData": { "icon": "envelope", "type": "icon" }, "displayName": "Send Email", "typeVersion": 2, "nodeCategories": [ { "id": 6, "name": "Communication" }, { "id": 9, "name": "Core Nodes" }, { "id": 28, "name": "HITL" } ] }, { "id": 19, "icon": "file:httprequest.svg", "name": "n8n-nodes-base.httpRequest", "codex": { "data": { "alias": [ "API", "Request", "URL", "Build", "cURL" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/2021-the-year-to-automate-the-new-you-with-n8n/", "icon": "☀️", "label": "2021: The Year to Automate the New You with n8n" }, { "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/", "icon": "🧬", "label": "Why business process automation with n8n can change your daily life" }, { "url": "https://n8n.io/blog/automatically-pulling-and-visualizing-data-with-n8n/", "icon": "📈", "label": "Automatically pulling and visualizing data with n8n" }, { "url": "https://n8n.io/blog/learn-how-to-automatically-cross-post-your-content-with-n8n/", "icon": "✍️", "label": "Learn how to automatically cross-post your content with n8n" }, { "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/", "icon": "🧾", "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n" }, { "url": "https://n8n.io/blog/running-n8n-on-ships-an-interview-with-maranics/", "icon": "🛳", "label": "Running n8n on ships: An interview with Maranics" }, { "url": "https://n8n.io/blog/what-are-apis-how-to-use-them-with-no-code/", "icon": " 🪢", "label": "What are APIs and how to use them with no code" }, { "url": "https://n8n.io/blog/5-tasks-you-can-automate-with-notion-api/", "icon": "⚡️", "label": "5 tasks you can automate with the new Notion API " }, { "url": "https://n8n.io/blog/world-poetry-day-workflow/", "icon": "📜", "label": "Celebrating World Poetry Day with a daily poem in Telegram" }, { "url": "https://n8n.io/blog/automate-google-apps-for-productivity/", "icon": "💡", "label": "15 Google apps you can combine and automate to increase productivity" }, { "url": "https://n8n.io/blog/automate-designs-with-bannerbear-and-n8n/", "icon": "🎨", "label": "Automate Designs with Bannerbear and n8n" }, { "url": "https://n8n.io/blog/how-uproc-scraped-a-multi-page-website-with-a-low-code-workflow/", "icon": " 🕸️", "label": "How uProc scraped a multi-page website with a low-code workflow" }, { "url": "https://n8n.io/blog/building-an-expense-tracking-app-in-10-minutes/", "icon": "📱", "label": "Building an expense tracking app in 10 minutes" }, { "url": "https://n8n.io/blog/5-workflow-automations-for-mattermost-that-we-love-at-n8n/", "icon": "🤖", "label": "5 workflow automations for Mattermost that we love at n8n" }, { "url": "https://n8n.io/blog/how-to-use-the-http-request-node-the-swiss-army-knife-for-workflow-automation/", "icon": "🧰", "label": "How to use the HTTP Request Node - 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