[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_256":257,"_258":259},"routes/_app.x.$handle.$name",{"_97":96,"_32":45,"_105":87,"_27":106,"_13":14,"_107":-5,"_11":108,"_109":110,"_111":112,"_113":114,"_115":116,"_20":-5,"_117":-5,"_118":-5,"_119":25,"_120":121,"_122":59,"_123":-5,"_124":-5,"_125":126},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":-5,"_18":-5},"project",{"_43":44,"_32":45,"_38":46,"_47":-5,"_48":25,"_49":50,"_51":50,"_52":53,"_54":-5,"_18":55,"_56":57,"_58":59,"_60":59,"_61":-5,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":-5,"_69":-5,"_70":71,"_72":71,"_73":74,"_75":74,"_76":74,"_77":71,"_78":71,"_79":80,"_81":82,"_83":84,"_85":25},"version",164,"changes",[19],"aiChatInfo","userId",{"_20":21,"_22":23,"_24":25,"_26":25,"_27":28,"_29":28},"file",{"_30":31,"_32":28,"_33":34,"_35":37,"_38":39,"_40":14,"_41":42,"_24":25},"previous",{"_30":31,"_32":28,"_33":34,"_35":36},"deleted",false,"deletedHere","path","openai.ts","latestPath","fileId","291c39dc-61f6-11f0-b000-0224a6c84d84","name","fileType","script","content","import OpenAI from 'npm:openai'\n\nconst openai = new OpenAI({\n apiKey: Deno.env.get('OPENAI_API_KEY')\n})\n\nexport async function categorizeIssues(issues: any[]) {\n const completion = await openai.chat.completions.create({\n model: \"gpt-4o-mini\",\n messages: [{ role: \"user\", content: `Analyze these GitHub issues and categorize them into a two-level system:\n\n1. First identify 3-6 main topic areas (e.g., Authentication, Performance, UI/UX, API, etc.)\n2. Within each main topic, categorize issues into exactly these 4 subcategories:\n - \"Big ticket\": Major features, architectural changes, complex implementations\n - \"Bugs\": Bug fixes, errors, broken functionality\n - \"Enhancements\": Improvements to existing features, optimizations\n - \"Nice to haves\": Optional features, quality of life improvements\n\nIssues:\n${issues.map(issue => `#${issue.number}: ${issue.title}\\nBody: ${issue.body}\\n---`).join('\\n')}\n\nReturn a JSON object with:\n- topics: array of main topic objects, each containing:\n - name: descriptive main topic name (e.g., \"Authentication\", \"Performance\")\n - subcategories: object with exactly these 4 keys:\n - \"Big ticket\": array of issue numbers\n - \"Bugs\": array of issue numbers \n - \"Enhancements\": array of issue numbers\n - \"Nice to haves\": array of issue numbers\n\nEvery issue should be assigned to exactly one main topic and one subcategory within that topic.` }],\n response_format: { type: \"json_object\" },\n temperature: 0.3,\n max_tokens: 4000\n })\n\n const aiResponse = completion.choices[0].message.content\n if (!aiResponse) throw new Error('OpenAI returned empty response')\n \n try {\n return JSON.parse(aiResponse)\n } catch (error) {\n console.error('Failed to parse OpenAI response:', aiResponse)\n throw new Error(`Invalid JSON response from OpenAI: ${error.message}`)\n }\n}","import OpenAI from 'npm:openai'\n\nconst openai = new OpenAI({\n apiKey: Deno.env.get('OPENAI_API_KEY')\n})\n\nexport async function categorizeIssues(issues: any[]) {\n const completion = await openai.chat.completions.create({\n model: \"gpt-4o-mini\",\n messages: [{ role: \"user\", content: `Analyze these GitHub issues and categorize them into a two-level system:\n\n1. First identify 3-6 main topic areas (e.g., Authentication, Performance, UI/UX, API, etc.)\n2. Within each main topic, categorize issues into exactly these 4 subcategories:\n - \"Big ticket\": Major features, architectural changes, complex implementations\n - \"Bugs\": Bug fixes, errors, broken functionality\n - \"Enhancements\": Improvements to existing features, optimizations\n - \"Nice to haves\": Optional features, quality of life improvements\n\nIssues:\n${issues.map(issue => `#${issue.number}: ${issue.title}\\nBody: ${issue.body}\\n---`).join('\\n')}\n\nReturn a JSON object with:\n- topics: array of main topic objects, each containing:\n - name: descriptive main topic name (e.g., \"Authentication\", \"Performance\")\n - subcategories: object with exactly these 4 keys:\n - \"Big ticket\": array of issue numbers\n - \"Bugs\": array of issue numbers \n - \"Enhancements\": array of issue numbers\n - \"Nice to haves\": array of issue numbers\n\nEvery issue should be assigned to exactly one main topic and one subcategory within that topic.` }],\n response_format: { type: \"json_object\" },\n temperature: 0.3,\n max_tokens: 4000\n })\n\n const aiResponse = completion.choices[0].message.content\n if (!aiResponse) throw new Error('OpenAI returned empty response')\n \n try {\n return JSON.parse(aiResponse)\n } catch (error) {\n console.error('Failed to parse OpenAI response:', aiResponse.substring(0, 1000) + '...')\n \n // Try to repair truncated JSON by finding the last complete array\n try {\n const truncatedResponse = aiResponse.substring(0, aiResponse.lastIndexOf('],'))\n const repairedResponse = truncatedResponse + ']}}]}'\n return JSON.parse(repairedResponse)\n } catch (repairError) {\n throw new Error(`Invalid JSON response from OpenAI: ${error.message}`)\n }\n }\n}","createdAt",["D",1752784797077],"branchVersion","branchId","c29e8b40-61f2-11f0-93e9-0224a6c84d84","id","c29e33a2-61f2-11f0-93e9-0224a6c84d84","analyze-github-issues",["D",1752635572357],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","Let AI categorize GitHub 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{ getAllIssues } from './github.ts'\n\ninterface Issue {\n number: number\n title: string\n body: string\n}\n\ninterface Subcategory {\n issues: Issue[]\n count: number\n}\n\ninterface Topic {\n name: string\n subcategories: {\n \"Big ticket\": Subcategory\n \"Bugs\": Subcategory\n \"Enhancements\": Subcategory\n \"Nice to haves\": Subcategory\n }\n}\n\nconst createBatches = (array: T[], size: number): T[][] => \n Array.from({ length: Math.ceil(array.length / size) }, (_, i) => \n array.slice(i * size, i * size + size))\n\nconst mergeTopicResults = (allBatchTopics: any[]) => {\n const topicMap = new Map()\n \n for (const { topics } of allBatchTopics) {\n for (const topic of topics) {\n const existing = topicMap.get(topic.name)\n \n if (existing) {\n Object.keys(topic.subcategories).forEach(key => {\n existing.subcategories[key].push(...topic.subcategories[key])\n })\n } else {\n topicMap.set(topic.name, {\n name: topic.name,\n subcategories: Object.fromEntries(\n Object.entries(topic.subcategories).map(([key, values]) => [key, [...values as any[]]])\n )\n })\n }\n }\n }\n \n return { topics: Array.from(topicMap.values()) }\n}\n\nasync function categorizeBatch(issues: any[]) {\n const processedIssues = issues.map(issue => ({\n number: issue.number,\n title: issue.title,\n body: issue.body?.substring(0, 500) || ''\n }))\n\n const { categorizeIssues: categorizeWithAI } = await import('./openai.ts')\n return categorizeWithAI(processedIssues)\n}\n\nasync function categorizeIssues(issues: any[], batchSize = 30) {\n if (issues.length === 0) return { topics: [] }\n if (issues.length <= batchSize) return categorizeBatch(issues)\n \n const batches = createBatches(issues, batchSize)\n console.log(`Processing ${issues.length} issues in ${batches.length} batches`)\n \n const allBatchTopics = []\n for (let i = 0; i < batches.length; i++) {\n console.log(`Processing batch ${i + 1}/${batches.length} (${batches[i].length} issues)`)\n \n allBatchTopics.push(await categorizeBatch(batches[i]))\n \n if (i < batches.length - 1) {\n await new Promise(resolve => setTimeout(resolve, 1000))\n }\n }\n \n return mergeTopicResults(allBatchTopics)\n}\n\nexport async function extractTopics(issues: Issue[]): Promise {\n if (issues.length === 0) return []\n\n const aiCategorization = await categorizeIssues(issues)\n \n const topics: Topic[] = aiCategorization.topics.map((topic: any) => {\n const subcategories = Object.fromEntries(\n [\"Big ticket\", \"Bugs\", \"Enhancements\", \"Nice to haves\"].map(categoryName => {\n const topicIssues = issues.filter(issue => topic.subcategories[categoryName].includes(issue.number))\n return [categoryName, {\n issues: topicIssues,\n count: topicIssues.length\n }]\n })\n ) as Topic['subcategories']\n \n return {\n name: topic.name,\n subcategories\n }\n })\n\n const totalCount = (topic: Topic) => Object.values(topic.subcategories).reduce((sum, category) => sum + category.count, 0)\n return topics.filter(topic => totalCount(topic) > 0).sort((a, b) => totalCount(b) - totalCount(a))\n}\n\nexport async function analyzeRepository(repo: string) {\n const issues = await getAllIssues(repo)\n const topics = await extractTopics(issues)\n \n return {\n repository: repo,\n totalIssues: issues.length,\n topics: topics.map(topic => ({\n name: topic.name,\n subcategories: Object.fromEntries(\n Object.entries(topic.subcategories).map(([name, category]: [string, any]) => [\n name,\n {\n count: category.count,\n issues: category.issues.map((issue: any) => ({\n number: issue.number,\n title: issue.title\n }))\n }\n ])\n )\n }))\n }\n}\n\nexport function formatAsMarkdown(result: any): string {\n const { repository, topics } = result\n \n return topics.map((topic: any) => {\n let markdown = `# ${topic.name}\\n\\n`\n \n [\"Big ticket\", \"Bugs\", \"Enhancements\", \"Nice to haves\"].forEach(categoryName => {\n const category = topic.subcategories[categoryName]\n if (category.count > 0) {\n markdown += `**${categoryName}**\\n\\n`\n category.issues.forEach((issue: any) => {\n markdown += `* [${issue.title} #${issue.number}](https://github.com/${repository}/issues/${issue.number})\\n`\n })\n markdown += '\\n'\n }\n })\n \n return markdown\n }).join('\\n---\\n\\n')\n}","label",[137],"3395f052-634e-11f0-b93a-0224a6c84d84",["D",1752784797077],26,[28],"2005b5ee-634a-11f0-9a84-0224a6c84d84","main.ts",140,["D",1752783046224],"http","import { Hono } from 'npm:hono'\nimport { serveFile } from \"https://esm.town/v/std/utils@85-main/index.ts\"\nimport { analyzeRepository, formatAsMarkdown } from './utils.ts'\n\nconst app = new Hono()\n\napp.get('/', async (c) => {\n return serveFile('./index.html', import.meta.url)\n})\n\napp.post('/analyze-issues', async (c) => {\n const { repo } = await c.req.json()\n return c.json(await analyzeRepository(repo))\n})\n\napp.post('/analyze-issues/markdown', async (c) => {\n const { repo } = await c.req.json()\n const result = await analyzeRepository(repo)\n return c.text(formatAsMarkdown(result), 200, { 'Content-Type': 'text/plain; charset=utf-8' })\n})\n\napp.get('/analyze/:owner/:repo/markdown', async (c) => {\n const fullRepo = `${c.req.param('owner')}/${c.req.param('repo')}`\n const result = await analyzeRepository(fullRepo)\n return c.text(formatAsMarkdown(result), 200, { 'Content-Type': 'text/plain; charset=utf-8' })\n})\n\nexport default app.fetch",[152],"b725f41c-6349-11f0-ad5b-0224a6c84d84","index.html","e44165e6-6333-11f0-a686-0224a6c84d84",135,["D",1752782870450],5,"\n\n\n \n \n GitHub Issues Analyzer\n \n\n\n

GitHub Issues Analyzer

\n \n \n

🔍 Analyzing repository...

This may take a few minutes for large repositories.

\n\n \n\n",[159],"720924da-6349-11f0-bb39-0224a6c84d84","github.ts","293f8ff4-61f6-11f0-97cb-0224a6c84d84",128,["D",1752782754536],15,"import { fetch } from \"https://esm.town/v/std/fetch\";\n\nexport async function getAllIssues(repo: string) {\n const issues = []\n let currentPage = 1\n \n while (true) {\n const response = await fetch(\n `https://api.github.com/repos/${repo}/issues?per_page=100&page=${currentPage}&state=open`\n )\n \n if (!response.ok) {\n console.error(`GitHub API error: ${response.status} ${response.statusText}`)\n break\n }\n \n const apiResponse = await response.json()\n \n if (!Array.isArray(apiResponse) || apiResponse.length === 0) break\n \n // GitHub clumps PRs and issues together, so need to filter\n const filteredIssues = apiResponse.filter((issue: any) => !issue.pull_request)\n \n issues.push(...filteredIssues.map((issue: any) => ({\n number: issue.number,\n title: issue.title,\n body: issue.body || ''\n })))\n \n currentPage++\n }\n \n return issues\n}\n\n",[167],"337a53ce-634e-11f0-bc1e-0224a6c84d84","deno.json","337a54aa-634e-11f0-bc1e-0224a6c84d84",160,["D",1752784797069],0,"{\n \"$schema\": \"https://raw.githubusercontent.com/denoland/deno/348900b8b79f4a434cab4c74b3bc8d4d2fa8ee74/cli/schemas/config-file.v1.json\",\n \"lock\": false,\n \"compilerOptions\": {\n \"noImplicitAny\": false,\n \"strict\": false,\n \"types\": [\n \"https://www.val.town/types/valtown.d.ts\"\n ],\n \"lib\": [\n \"dom\",\n \"dom.iterable\",\n \"dom.asynciterable\",\n \"deno.ns\",\n \"deno.unstable\"\n ]\n },\n \"lint\": {\n \"files\": {\n \"include\": [\n \"deno:/https/esm.town/**/*\"\n ]\n },\n \"rules\": {\n \"exclude\": [\n \"no-explicit-any\"\n ]\n }\n },\n \"node_modules_dir\": false,\n \"experimental\": {\n \"unstable-node-globals\": true,\n \"unstable-temporal\": true,\n \"unstable-worker-options\": true,\n \"unstable-sloppy-imports\": true\n }\n}",[175],"3386f8d6-634e-11f0-96f5-0224a6c84d84","README.md","62bc1fbc-634b-11f0-af18-0224a6c84d84",163,["D",1752784797135],6,"# GitHub Issues Analyzer\n\nAutomatically categorizes GitHub issues into topics and subcategories using AI.\n\n## Setup\n\n1. **Environment Variables**\n ```bash\n OPENAI_API_KEY=your_openai_api_key_here\n ```\n\n2. **Run**\n ```bash\n deno run --allow-net --allow-read --allow-env main.ts\n ```\n\n3. **Use**\n - Visit `/` for the UI\n - API: `POST /analyze-issues` with `{\"repo\": \"owner/repo\"}`\n\n## Customization\n\nEdit the system prompt in `openai.ts` to change how issues are categorized.\n\n## Output\n\nIssues are grouped into:\n- **Big ticket**: Major features, architectural changes\n- **Bugs**: Bug fixes, errors \n- **Enhancements**: Improvements to existing features\n- **Nice to haves**: Optional features\n\nEach topic gets its own markdown section with clickable GitHub links.",[183],"337c5c78-634e-11f0-a9eb-0224a6c84d84",".vtignore","337c5d18-634e-11f0-a9eb-0224a6c84d84",161,["D",1752784797080],".git\n.vscode\n.cursorrules\n.DS_Store\nnode_modules\nvendor",[191],"336f6d60-634e-11f0-9475-0224a6c84d84",".claude","336f6e1e-634e-11f0-9475-0224a6c84d84",159,["D",1752784796995],"directory",[198],"pulls","branches",1,"forks","envVars",{"_212":143,"_214":179},"connections",{"_212":179,"_213":179},"count","unfilledCount","emptyCount",{"_43":197,"_32":198,"_30":199,"_139":-5,"_41":42,"_40":200,"_141":25,"_38":249,"_13":179,"_33":202,"_35":-5,"_24":25,"_145":-5,"_225":250,"_27":251},{"_43":190,"_32":191,"_30":192,"_139":-5,"_41":42,"_40":193,"_141":25,"_38":246,"_13":179,"_33":20,"_35":195,"_24":25,"_145":-5,"_225":247,"_27":248},{"_43":182,"_32":183,"_30":184,"_139":-5,"_41":42,"_40":185,"_141":25,"_38":243,"_13":187,"_33":20,"_35":188,"_24":25,"_145":-5,"_225":244,"_27":245},{"_43":174,"_32":175,"_30":176,"_139":-5,"_41":42,"_40":177,"_141":25,"_38":240,"_13":179,"_33":20,"_35":180,"_24":25,"_145":-5,"_225":241,"_27":242},{"_43":166,"_32":167,"_30":168,"_139":-5,"_41":42,"_40":169,"_141":59,"_38":237,"_13":171,"_33":34,"_35":172,"_24":25,"_145":-5,"_225":238,"_27":239},{"_43":158,"_32":159,"_30":160,"_139":-5,"_41":42,"_40":161,"_141":25,"_38":234,"_13":163,"_33":20,"_35":164,"_24":25,"_145":-5,"_225":235,"_27":236},{"_43":151,"_32":152,"_30":57,"_139":-5,"_41":42,"_40":153,"_141":59,"_38":231,"_13":149,"_33":155,"_35":156,"_24":25,"_145":-5,"_225":232,"_27":233},{"_43":147,"_32":28,"_30":31,"_139":-5,"_41":42,"_40":14,"_141":59,"_38":228,"_13":149,"_33":34,"_35":37,"_24":25,"_145":-5,"_225":229,"_27":230},{"_43":136,"_32":137,"_30":138,"_139":-5,"_41":42,"_40":140,"_141":59,"_38":224,"_13":143,"_33":34,"_35":144,"_24":25,"_145":-5,"_225":226,"_27":227},["D",1752784797077],"children",[],[137],["D",1752784797077],[],[28],["D",1752783046224],[],[152],["D",1752782870450],[],[159],["D",1752782754536],[],[167],["D",1752784797069],[],[175],["D",1752784797135],[],[183],["D",1752784797080],[],[191],["D",1752784796995],[],[198],["D",1752635572357],{"_97":96,"_104":100},{"_97":96,"_98":-5,"_99":100,"_18":55,"_101":102,"_103":25},{"_13":86,"_32":87,"_43":42,"_88":44,"_89":-5,"_90":-5,"_91":-5,"_92":-5,"_93":-5,"_94":45,"_95":96},"ctx",{"_79":-5,"_124":289,"_290":291,"_292":293,"_294":25,"_295":25,"_296":25,"_297":59,"_298":-5,"_299":-7,"_300":-7,"_301":179,"_302":25,"_303":25,"_304":-5,"_305":25,"_306":25,"_307":25,"_308":-5},"ENV",{"_260":261,"_262":263,"_264":87,"_265":266,"_267":268,"_269":270,"_271":272,"_273":274,"_275":276,"_277":278,"_279":280,"_281":282,"_283":284,"_285":286,"_287":288},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","fdb67791413f4386b4dbf18f354029a617f6160f","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"]

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