{ "id": "GRGQy17eKiwTWmlSRmig-", "meta": { "templateCredsSetupCompleted": true }, "name": "AI Markdown Proofreader with GitHub Auto-Commit", "tags": [], "nodes": [ { "id": "33bdd4e6-8838-40e2-b496-09548ba8de69", "name": "When clicking \u2018Execute workflow\u2019", "type": "n8n-nodes-base.manualTrigger", "position": [ 544, 1444 ], "parameters": {}, "typeVersion": 1 }, { "id": "4f99d9fb-b157-4032-86e3-764320fecafb", "name": "Has Issues?", "type": "n8n-nodes-base.if", "position": [ 2016, 1444 ], "parameters": { "options": {}, "conditions": { "options": { "version": 1, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "or", "conditions": [ { "id": "b9bee30e-1623-422f-9003-8d8c738c2b65", "operator": { "type": "number", "operation": "gt" }, "leftValue": "={{ $json.issueCount }}", "rightValue": 0 } ] } }, "typeVersion": 2 }, { "id": "9d36d265-9c5f-496a-8dcc-6108117f5cb0", "name": "Edits Applied?", "type": "n8n-nodes-base.if", "position": [ 3040, 1244 ], "parameters": { "options": {}, "conditions": { "options": { "version": 1, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "918549c9-1a46-4e12-b333-1b07c201cb12", "operator": { "type": "boolean", "operation": "true", "singleValue": true }, "leftValue": "={{ $json.success }}", "rightValue": true } ] } }, "typeVersion": 2 }, { "id": "84feed8e-8ab1-403d-ac19-c5eaccedd6ab", "name": "Fetch Blog Post from GitHub", "type": "n8n-nodes-base.github", "position": [ 992, 1444 ], "parameters": { "owner": { "__rl": true, "mode": "name", "value": "={{ $json.repoOwner }}" }, "filePath": "={{ $json.filePath }}", "resource": "file", "operation": "get", "repository": { "__rl": true, "mode": "name", "value": "={{ $json.repoName }}" }, "authentication": "oAuth2", "asBinaryProperty": false, "additionalParameters": { "reference": "" } }, "typeVersion": 1.1 }, { "id": "5a646f46-5b55-475d-a8cf-7b16d88b67f6", "name": "Decode Base64 & Add Line Numbers", "type": "n8n-nodes-base.code", "position": [ 1216, 1444 ], "parameters": { "jsCode": "// Decode base64 and add line numbers for QA\n\nconst fileContent = $input.first().json.content;\nconst fileEncoding = $input.first().json.encoding;\nconst fileSha = $input.first().json.sha;\nconst filePath = $input.first().json.path;\n\nlet decodedContent = fileContent;\nif (fileEncoding === 'base64') {\n decodedContent = Buffer.from(fileContent, 'base64').toString('utf-8');\n}\n\nconst lines = decodedContent.split('\\n');\nconst numberedLines = lines.map((line, index) => {\n const lineNumber = index + 1;\n return `${lineNumber}: ${line}`;\n});\nconst numberedContent = numberedLines.join('\\n');\n\nreturn {\n json: {\n originalContent: decodedContent,\n numberedContent: numberedContent,\n lineCount: lines.length,\n sha: fileSha,\n path: filePath\n }\n};" }, "typeVersion": 2 }, { "id": "c0c3c967-0d82-4d91-bcdd-3a3b651b9f7f", "name": "QA Agent - Analyze Content", "type": "@n8n/n8n-nodes-langchain.agent", "onError": "continueErrorOutput", "maxTries": 3, "position": [ 1440, 1444 ], "parameters": { "text": "=Analyze this blog post and return issues as JSON array:\n\n{{ $json.numberedContent }}", "options": { "systemMessage": "You are a content QA specialist. Analyze the provided Markdown blog post and identify issues.\n\nFor each issue found, output a JSON object with these fields:\n- line_number: integer (1-indexed line number where issue occurs)\n- issue_type: one of \"tone\", \"clarity\", \"grammar\", \"structure\", \"accuracy\", \"style\"\n- severity: one of \"low\", \"medium\", \"high\"\n- description: brief explanation of the problem\n- suggested_fix: the corrected text for that line (or null if deletion recommended)\n\nCRITICAL RULES:\n1. Output ONLY valid JSON array. No markdown, no explanation, no preamble.\n2. Each issue must reference a specific line number.\n3. Be precise about line numbers - count from 1, include blank lines.\n4. Focus on substantive issues, not nitpicks.\n5. suggested_fix should be the COMPLETE corrected line, not a partial fix." }, "promptType": "define", "needsFallback": true }, "retryOnFail": true, "typeVersion": 3.1, "waitBetweenTries": 5000 }, { "id": "d0714374-0aa1-43c7-96e7-158188715b7f", "name": "QA Agent LLM", "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini", "position": [ 1448, 1668 ], "parameters": { "options": {} }, "typeVersion": 1 }, { "id": "bec92205-1dfc-476d-bf30-3b25584ff92f", "name": "Parse QA Issues JSON", "type": "n8n-nodes-base.code", "position": [ 1792, 1444 ], "parameters": { "jsCode": "// Parse QA output and filter to high/medium severity only\n\nconst qaAgentResponse = $input.first().json.output;\n\nlet cleanedResponse = qaAgentResponse.trim();\nif (cleanedResponse.startsWith('```json')) {\n cleanedResponse = cleanedResponse.slice(7);\n}\nif (cleanedResponse.startsWith('```')) {\n cleanedResponse = cleanedResponse.slice(3);\n}\nif (cleanedResponse.endsWith('```')) {\n cleanedResponse = cleanedResponse.slice(0, -3);\n}\ncleanedResponse = cleanedResponse.trim();\n\ntry {\n const allIssues = JSON.parse(cleanedResponse);\n \n if (!Array.isArray(allIssues)) {\n throw new Error('QA output is not an array');\n }\n \n const validIssues = allIssues.filter(issue => {\n const hasLineNumber = issue.line_number && typeof issue.line_number === 'number';\n const hasIssueType = issue.issue_type;\n const hasDescription = issue.description;\n const isHighOrMedium = issue.severity === 'high' || issue.severity === 'medium';\n \n return hasLineNumber && hasIssueType && hasDescription && isHighOrMedium;\n });\n \n const originalContent = $('Decode Base64 & Add Line Numbers').first().json.originalContent;\n const fileSha = $('Decode Base64 & Add Line Numbers').first().json.sha;\n const filePath = $('Decode Base64 & Add Line Numbers').first().json.path;\n \n return {\n json: {\n issues: validIssues,\n issueCount: validIssues.length,\n originalContent: originalContent,\n sha: fileSha,\n path: filePath,\n parseSuccess: true\n }\n };\n\n} catch (error) {\n return {\n json: {\n issues: [],\n issueCount: 0,\n parseError: error.message,\n rawResponse: qaAgentResponse,\n parseSuccess: false\n }\n };\n}" }, "typeVersion": 2 }, { "id": "4ac7a9f7-a656-4c5b-baf3-e7f09ab00af9", "name": "Editor Agent - Generate Edit Ops", "type": "@n8n/n8n-nodes-langchain.agent", "onError": "continueErrorOutput", "maxTries": 3, "position": [ 2240, 1140 ], "parameters": { "text": "=Convert these QA issues into edit operations:\n\n{{ JSON.stringify($json.issues, null, 2) }}", "options": { "systemMessage": "You are a precise text editor. You receive QA issues and convert them into executable edit instructions.\n\nOutput: A JSON array of edit operations. Each operation must have:\n- operation: one of \"replace\", \"insert_after\", \"delete\"\n- line_number: integer (which line to modify)\n- new_text: string (the new content, required for replace/insert_after, omit for delete)\n\nCRITICAL RULES:\n1. Output ONLY valid JSON array. No markdown, no explanation.\n2. Sort operations by line_number in DESCENDING order (highest first).\n3. Only include operations where suggested_fix is not null.\n4. For \"replace\": new_text is the complete replacement line.\n5. Validate that line_number is a positive integer." }, "promptType": "define", "needsFallback": true }, "retryOnFail": true, "typeVersion": 3.1, "waitBetweenTries": 5000 }, { "id": "7e2ccc24-e5de-4bc4-b3a8-5c35a6018c71", "name": "Editor Agent LLM", "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini", "position": [ 2248, 1364 ], "parameters": { "options": {} }, "typeVersion": 1 }, { "id": "1946202a-a925-4fc4-a2f0-f98e09f96aa7", "name": "Parse Edit Operations JSON", "type": "n8n-nodes-base.code", "position": [ 2592, 1244 ], "parameters": { "jsCode": "// Parse editor output and sort edits descending (bottom-to-top)\n\nconst editorAgentResponse = $input.first().json.output;\n\nlet cleanedResponse = editorAgentResponse.trim();\nif (cleanedResponse.startsWith('```json')) {\n cleanedResponse = cleanedResponse.slice(7);\n}\nif (cleanedResponse.startsWith('```')) {\n cleanedResponse = cleanedResponse.slice(3);\n}\nif (cleanedResponse.endsWith('```')) {\n cleanedResponse = cleanedResponse.slice(0, -3);\n}\ncleanedResponse = cleanedResponse.trim();\n\ntry {\n const editOperations = JSON.parse(cleanedResponse);\n \n if (!Array.isArray(editOperations)) {\n throw new Error('Editor output is not an array');\n }\n \n const sortedEdits = editOperations.sort((a, b) => {\n return b.line_number - a.line_number;\n });\n \n const originalContent = $('Parse QA Issues JSON').first().json.originalContent;\n const fileSha = $('Parse QA Issues JSON').first().json.sha;\n const filePath = $('Parse QA Issues JSON').first().json.path;\n const issues = $('Parse QA Issues JSON').first().json.issues;\n \n return {\n json: {\n edits: sortedEdits,\n editCount: sortedEdits.length,\n originalContent: originalContent,\n sha: fileSha,\n path: filePath,\n issues: issues,\n parseSuccess: true\n }\n };\n\n} catch (error) {\n return {\n json: {\n edits: [],\n editCount: 0,\n parseError: error.message,\n rawResponse: editorAgentResponse,\n parseSuccess: false\n }\n };\n}" }, "typeVersion": 2 }, { "id": "c83f964b-4ca9-4666-9d26-a89cc99b0700", "name": "Apply Line-by-Line Edits", "type": "n8n-nodes-base.code", "position": [ 2816, 1244 ], "parameters": { "jsCode": "// Apply edits to content, skip invalid lines, track success rate\n\nconst originalContent = $input.first().json.originalContent;\nconst editOperations = $input.first().json.edits;\nconst fileSha = $input.first().json.sha;\nconst filePath = $input.first().json.path;\nconst issues = $input.first().json.issues;\n\nlet lines = originalContent.split('\\n');\nconst totalLines = lines.length;\n\neditOperations.sort((a, b) => b.line_number - a.line_number);\n\nlet appliedCount = 0;\nlet skippedCount = 0;\nconst appliedChanges = [];\nconst skippedChanges = [];\n\nfor (const edit of editOperations) {\n const arrayIndex = edit.line_number - 1;\n \n if (arrayIndex < 0 || arrayIndex >= totalLines) {\n skippedCount++;\n skippedChanges.push({\n line: edit.line_number,\n reason: 'Line number out of range'\n });\n continue;\n }\n \n if (edit.operation === 'replace') {\n appliedChanges.push({\n line: edit.line_number,\n operation: 'replace',\n oldText: lines[arrayIndex],\n newText: edit.new_text\n });\n lines[arrayIndex] = edit.new_text;\n appliedCount++;\n \n } else if (edit.operation === 'insert_after') {\n appliedChanges.push({\n line: edit.line_number,\n operation: 'insert_after',\n insertedText: edit.new_text\n });\n lines.splice(arrayIndex + 1, 0, edit.new_text);\n appliedCount++;\n \n } else if (edit.operation === 'delete') {\n appliedChanges.push({\n line: edit.line_number,\n operation: 'delete',\n deletedText: lines[arrayIndex]\n });\n lines.splice(arrayIndex, 1);\n appliedCount++;\n \n } else {\n skippedCount++;\n skippedChanges.push({\n line: edit.line_number,\n reason: 'Unknown operation: ' + edit.operation\n });\n }\n}\n\nconst totalEdits = appliedCount + skippedCount;\nconst successRate = totalEdits > 0 ? appliedCount / totalEdits : 1;\nconst isSuccess = successRate >= 0.5 && appliedCount > 0;\nconst updatedContent = lines.join('\\n');\n\nreturn {\n json: {\n updatedContent: updatedContent,\n sha: fileSha,\n path: filePath,\n issues: issues,\n applied: appliedCount,\n skipped: skippedCount,\n successRate: successRate,\n success: isSuccess,\n appliedChanges: appliedChanges,\n skippedChanges: skippedChanges\n }\n};" }, "typeVersion": 2 }, { "id": "21eda142-611b-4d86-86aa-862dae40b7aa", "name": "Commit Updated File to GitHub", "type": "n8n-nodes-base.github", "position": [ 3264, 1296 ], "parameters": { "owner": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoOwner }}" }, "filePath": "={{ $('Github Config').item.json.filePath }}", "resource": "file", "operation": "edit", "repository": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoName }}" }, "fileContent": "={{ $json.updatedContent }}", "commitMessage": "=AI QA: Applied {{ $json.applied }} edit(s) - {{ new Date().toISOString().slice(0,10) }}", "authentication": "oAuth2" }, "typeVersion": 1 }, { "id": "02c73e7f-f250-42f7-a0ac-2f5bba509353", "name": "Format QA Report", "type": "n8n-nodes-base.code", "position": [ 3264, 1104 ], "parameters": { "jsCode": "// Build markdown report with applied changes\n\nconst issues = $input.first().json.issues;\nconst appliedChanges = $input.first().json.appliedChanges;\nconst skippedChanges = $input.first().json.skippedChanges;\nconst successRate = $input.first().json.successRate;\nconst fileSha = $input.first().json.sha;\nconst filePath = $input.first().json.path;\nconst updatedContent = $input.first().json.updatedContent;\nconst isSuccess = $input.first().json.success;\n\nconst today = new Date().toISOString().slice(0, 10);\n\nlet report = '';\nreport += `# QA Report - ${today}\\n\\n`;\nreport += `## Summary\\n`;\nreport += `- Applied: ${appliedChanges.length}\\n`;\nreport += `- Skipped: ${skippedChanges.length}\\n`;\nreport += `- Success Rate: ${(successRate * 100).toFixed(0)}%\\n\\n`;\n\nreport += `## Issues Found\\n\\n`;\nfor (const issue of issues) {\n report += `### Line ${issue.line_number} (${issue.issue_type})\\n`;\n report += `${issue.description}\\n\\n`;\n}\n\nreport += `## Changes Applied\\n\\n`;\nfor (const change of appliedChanges) {\n report += `- Line ${change.line}: ${change.operation}\\n`;\n}\n\nif (skippedChanges.length > 0) {\n report += `\\n## Skipped Edits\\n\\n`;\n for (const skip of skippedChanges) {\n report += `- Line ${skip.line}: ${skip.reason}\\n`;\n }\n}\n\nreturn {\n json: {\n report: report,\n sha: fileSha,\n path: filePath,\n updatedContent: updatedContent,\n success: isSuccess\n }\n};" }, "typeVersion": 2 }, { "id": "50cff18d-b1a2-4863-aa60-5777652e116d", "name": "Save QA Report to GitHub", "type": "n8n-nodes-base.github", "position": [ 3488, 1104 ], "parameters": { "owner": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoOwner }}" }, "filePath": "=qa-reports/{{ new Date().toISOString().slice(0,19).replace(/:/g, '-') }}-report.md", "resource": "file", "repository": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoName }}" }, "fileContent": "={{ $json.report }}", "commitMessage": "=AI QA: Content improvements - {{ new Date().toISOString().slice(0,10) }}", "authentication": "oAuth2" }, "typeVersion": 1.1 }, { "id": "67756c95-93a2-4a75-9ba6-d0d292bb6de3", "name": "Save QA Report to GitHub Without Issues", "type": "n8n-nodes-base.github", "position": [ 2624, 1664 ], "parameters": { "owner": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoOwner }}" }, "filePath": "=qa-reports/{{ new Date().toISOString().slice(0,19).replace(/:/g, '-') }}-CLEAN-report.md", "resource": "file", "repository": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoName }}" }, "fileContent": "={{ $json.report }}", "commitMessage": "=AI QA: Content improvements - {{ new Date().toISOString().slice(0,10) }}", "authentication": "oAuth2" }, "typeVersion": 1.1 }, { "id": "4290553e-f274-4fe5-bac2-0938fd1076cc", "name": "Format Clean Report", "type": "n8n-nodes-base.code", "position": [ 2336, 1664 ], "parameters": { "jsCode": "// Report when no issues found\n\nconst today = new Date().toISOString().slice(0, 10);\nconst filePath = $('Parse QA Issues JSON').first().json.path;\n\nlet report = '';\nreport += `# QA Report - ${today}\\n\\n`;\nreport += `## Summary\\n`;\nreport += `\u2705 No issues detected\\n\\n`;\nreport += `The blog post passed QA review with no changes required.\\n`;\n\nreturn {\n json: {\n report: report,\n path: filePath\n }\n};" }, "typeVersion": 2 }, { "id": "6bcfdc7f-1a6e-4e93-bd98-a79bcde46999", "name": "Format Failure Report", "type": "n8n-nodes-base.code", "position": [ 3264, 1488 ], "parameters": { "jsCode": "// Report when edits failed to apply\n\nconst skippedChanges = $input.first().json.skippedChanges || [];\nconst appliedCount = $input.first().json.applied || 0;\nconst skippedCount = $input.first().json.skipped || 0;\nconst successRate = $input.first().json.successRate || 0;\n\nconst today = new Date().toISOString().slice(0, 10);\n\nlet report = '';\nreport += `# QA Report - ${today}\\n\\n`;\nreport += `## \u26a0\ufe0f Commit Skipped\\n\\n`;\nreport += `The edits could not be safely applied. No changes were made to the file.\\n\\n`;\nreport += `## Summary\\n`;\nreport += `- Applied: ${appliedCount}\\n`;\nreport += `- Skipped: ${skippedCount}\\n`;\nreport += `- Success Rate: ${(successRate * 100).toFixed(0)}%\\n\\n`;\n\nif (skippedChanges.length > 0) {\n report += `## Skipped Edits\\n\\n`;\n for (const skip of skippedChanges) {\n report += `- Line ${skip.line}: ${skip.reason}\\n`;\n }\n}\n\nreport += `\\n## Next Steps\\n`;\nreport += `- Review the QA issues manually\\n`;\nreport += `- Check if line numbers are correct\\n`;\nreport += `- Re-run the workflow after fixing the source content\\n`;\n\nreturn {\n json: {\n report: report,\n path: $input.first().json.path\n }\n};" }, "typeVersion": 2 }, { "id": "64fe16da-4204-4614-a4c6-cea41a45cea9", "name": "Create a file", "type": "n8n-nodes-base.github", "position": [ 3488, 1488 ], "parameters": { "owner": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoOwner }}" }, "filePath": "=qa-reports/{{ new Date().toISOString().slice(0,19).replace(/:/g, '-') }}-FAILED-report.md", "resource": "file", "repository": { "__rl": true, "mode": "name", "value": "={{ $('Github Config').item.json.repoName }}" }, "fileContent": "={{ $json.report }}", "commitMessage": "=AI QA: Edit application failed - {{ new Date().toISOString().slice(0,10) }}", "authentication": "oAuth2" }, "typeVersion": 1.1 }, { "id": "04705019-90b0-4a47-8856-8576d30923be", "name": "Fallback Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatGroq", "position": [ 1576, 1668 ], "parameters": { "model": "openai/gpt-oss-20b", "options": {} }, "typeVersion": 1 }, { "id": "a85b931f-f5e2-4772-9f60-cb756aa6e7f9", "name": "Fallback Model", "type": "@n8n/n8n-nodes-langchain.lmChatGroq", "position": [ 2376, 1364 ], "parameters": { "model": "openai/gpt-oss-20b", "options": {} }, "typeVersion": 1 }, { "id": "5a71abda-d41c-4651-b945-2e94f252d9dd", "name": "Github Config", "type": "n8n-nodes-base.set", "position": [ 768, 1444 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "755e6a1a-c3ec-4428-890d-8c5ffa26d97f", "name": "repoOwner", "type": "string", "value": "YOUR_GITHUB_USERNAME" }, { "id": "04fe558c-666e-4b7f-8423-8b19492852c4", "name": "repoName", "type": "string", "value": "blog-n8n" }, { "id": "dc73920f-6c6c-4f6c-821c-7dbace4427d0", "name": "filePath", "type": "string", "value": "blog-post.md" }, { "id": "2b742aa2-9782-4e8c-ba9f-864418cfbb77", "name": "reportFolder", "type": "string", "value": "qa-reports" } ] } }, "typeVersion": 3.4 }, { "id": "bac9b915-2374-47ed-a3dd-f0b3b6cd008b", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -32, 1088 ], "parameters": { "width": 480, "height": 832, "content": "## AI Automated Markdown Blog QA\n\n### How it works\n\n1. Fetch: A manual trigger fetches your target markdown file from GitHub.\n\n2. Prep: The file is decoded and numbered for the AI.\n\n3. Agent 1 (Analysis): The QA Agent identifies tone, clarity, and grammar issues, outputting JSON.\n\n4. Agent 2 (Editing): The Editor Agent translates those issues into precise line-by-line edits.\n\n5. Execute: The workflow applies the edits, then commits the updated file and a Markdown report to GitHub.\n\n### Setup steps\n\n- [ ] Connect GitHub OAuth2 to all GitHub nodes.\n- [ ] Add Google Gemini and Groq API keys.\n- [ ] Update the Github Config node (repoOwner, repoName, filePath).\n\n\n### Customization\n\n- Customize\n\n- Style: Edit the QA Agent's prompt to enforce brand rules.\n\n- Models: Swap Gemini/Groq for OpenAI or Anthropic.\n\n- Routing: Adjust the GitHub nodes to change report destinations." }, "typeVersion": 1 }, { "id": "387ddb16-cabc-400a-9cf3-8c5b9369163c", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 480, 1360 ], "parameters": { "color": 7, "width": 912, "height": 304, "content": "## Get blog post" }, "typeVersion": 1 }, { "id": "26baa3ac-0294-47bf-be5f-224c15366366", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 1408, 1360 ], "parameters": { "color": 7, "width": 736, "height": 464, "content": "## Analyze content\n" }, "typeVersion": 1 }, { "id": "3a88ad17-39f9-4563-9aa8-e410142ce4cd", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 2192, 1040 ], "parameters": { "color": 7, "width": 976, "height": 480, "content": "## Generate & apply edits\n" }, "typeVersion": 1 }, { "id": "20e71b57-af0b-491e-811f-302837aca8d9", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ 3200, 1024 ], "parameters": { "color": 7, "width": 512, "height": 720, "content": "## Update repository" }, "typeVersion": 1 }, { "id": "a30e6809-8331-4a78-bb9a-5dd3a0126120", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [ 2272, 1584 ], "parameters": { "color": 7, "width": 560, "height": 288, "content": "## Path: No Issues Found" }, "typeVersion": 1 } ], "active": false, "settings": { "availableInMCP": false, "executionOrder": "v1" }, "versionId": "f64eb8e8-dc8b-4f93-ab85-7d3d231858ef", "connections": { "Has Issues?": { "main": [ [ { "node": "Editor Agent - Generate Edit Ops", "type": "main", "index": 0 } ], [ { "node": "Format Clean Report", "type": "main", "index": 0 } ] ] }, "QA Agent LLM": { "ai_languageModel": [ [ { "node": "QA Agent - Analyze Content", "type": "ai_languageModel", "index": 0 } ] ] }, "Github Config": { "main": [ [ { "node": "Fetch Blog Post from GitHub", "type": "main", "index": 0 } ] ] }, "Edits Applied?": { "main": [ [ { "node": "Commit Updated File to GitHub", "type": "main", "index": 0 }, { "node": "Format QA Report", "type": "main", "index": 0 } ], [ { "node": "Format Failure Report", "type": "main", "index": 0 } ] ] }, "Fallback Model": { "ai_languageModel": [ [ { "node": "Editor Agent - Generate Edit Ops", "type": "ai_languageModel", "index": 1 } ] ] }, "Editor Agent LLM": { "ai_languageModel": [ [ { "node": "Editor Agent - Generate Edit Ops", "type": "ai_languageModel", "index": 0 } ] ] }, "Format QA Report": { "main": [ [ { "node": "Save QA Report to GitHub", "type": "main", "index": 0 } ] ] }, "Fallback Chat Model": { "ai_languageModel": [ [ { "node": "QA Agent - Analyze Content", "type": "ai_languageModel", "index": 1 } ] ] }, "Format Clean Report": { "main": [ [ { "node": "Save QA Report to GitHub Without Issues", "type": "main", "index": 0 } ] ] }, "Parse QA Issues JSON": { "main": [ [ { "node": "Has Issues?", "type": "main", "index": 0 } ] ] }, "Format Failure Report": { "main": [ [ { "node": "Create a file", "type": "main", "index": 0 } ] ] }, "Apply Line-by-Line Edits": { "main": [ [ { "node": "Edits Applied?", "type": "main", "index": 0 } ] ] }, "Parse Edit Operations JSON": { "main": [ [ { "node": "Apply Line-by-Line Edits", "type": "main", "index": 0 } ] ] }, "QA Agent - Analyze Content": { "main": [ [ { "node": "Parse QA Issues JSON", "type": "main", "index": 0 } ] ] }, "Fetch Blog Post from GitHub": { "main": [ [ { "node": "Decode Base64 & Add Line Numbers", "type": "main", "index": 0 } ] ] }, "Decode Base64 & Add Line Numbers": { "main": [ [ { "node": "QA Agent - Analyze Content", "type": "main", "index": 0 } ] ] }, "Editor Agent - Generate Edit Ops": { "main": [ [ { "node": "Parse Edit Operations JSON", "type": "main", "index": 0 } ] ] }, "When clicking \u2018Execute workflow\u2019": { "main": [ [ { "node": "Github Config", "type": "main", "index": 0 } ] ] } } }