[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_266":267,"_268":269},"routes/_app.x.$handle.$name",{"_96":95,"_32":44,"_104":86,"_27":105,"_13":14,"_106":-5,"_11":107,"_108":109,"_110":111,"_112":113,"_114":115,"_20":-5,"_116":-5,"_117":-5,"_118":25,"_119":120,"_121":58,"_122":-5,"_123":-5,"_124":125},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":-5,"_18":-5},"project",{"_42":43,"_32":44,"_37":45,"_46":-5,"_47":25,"_48":49,"_50":49,"_51":52,"_53":-5,"_18":54,"_55":56,"_57":58,"_59":58,"_60":-5,"_61":62,"_63":64,"_65":-5,"_66":-5,"_67":-5,"_68":-5,"_69":70,"_71":70,"_72":73,"_74":73,"_75":73,"_76":70,"_77":70,"_78":79,"_80":81,"_82":83,"_84":25},"version",154,"changes",[19],"aiChatInfo","userId",{"_20":21,"_22":23,"_24":25,"_26":25,"_27":28,"_29":28},"file",{"_30":31,"_32":28,"_33":20,"_34":36,"_37":38,"_39":14,"_40":41,"_24":25},"previous",{"_30":31,"_32":28,"_33":20,"_34":35},"deleted",false,"deletedHere","path","README.md","latestPath","fileId","62bc1fbc-634b-11f0-af18-0224a6c84d84","name","fileType","content","# GitHub Issues Analyzer\n\nAutomatically categorizes GitHub issues into topics and subcategories using AI.\n\n## Setup\n\n1. **Remix this val** (top right)\n\n2. **Environment Variables**\n ```bash\n OPENAI_API_KEY=your_openai_api_key_here\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.","# GitHub Issues Analyzer\n\nAutomatically categorizes GitHub issues into topics and subcategories using AI.\n\n## Setup\n\n1. **Remix this val** (top right)\n\n2. **Environment Variables**\n ```bash\n OPENAI_API_KEY=your_openai_api_key_here\n ```\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.","createdAt",["D",1752783659584],"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 issues into topics and subcategories","imageUrl","c156eb0e-8b9d-4104-a055-502e9a0eb441","pinnedFileId","29173144-61f6-11f0-b506-0224a6c84d84","pinPreview",true,"pinMigrated","screenshotVersion","likeCount",3,"orgId","2019e55b-c541-4c51-bef0-008eef10ef88","tursoName","tursoHostname","tursoMeasuredAt","pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_96":95,"_103":99},"org",{"_96":95,"_97":-5,"_98":99,"_18":54,"_100":101,"_102":25},"branch",{"_13":85,"_32":86,"_42":41,"_87":43,"_88":-5,"_89":-5,"_90":-5,"_91":-5,"_92":-5,"_93":44,"_94":95},"isOwned",174,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","charmaine","handle","displayName","avatar","https://img.clerk.com/eyJ0eXBlIjoicHJveHkiLCJzcmMiOiJodHRwczovL2ltYWdlcy5jbGVyay5kZXYvdXBsb2FkZWQvaW1nXzJ4cFpFME5pSXNZamJNd296dlZSYVJ0OVF1RSJ9","tier","pro","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_42":43,"_32":44,"_37":262,"_46":-5,"_47":25,"_48":49,"_50":49,"_51":52,"_53":-5,"_18":54,"_55":56,"_57":58,"_59":58,"_60":-5,"_61":62,"_63":64,"_65":-5,"_66":-5,"_67":-5,"_68":-5,"_69":70,"_71":70,"_72":73,"_74":73,"_75":73,"_76":70,"_77":70,"_78":263,"_80":264,"_82":265,"_84":25},"tree",[216,218,219,220,221,222,223,224,225],"files",[216,217,218,219,220,221,222,223,224,225],"counts",{"_205":184,"_206":142,"_207":208,"_209":210,"_211":212},"contents",[126,127,128,129,130,131,132,133,134],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_42":198,"_32":199,"_30":200,"_138":-5,"_40":41,"_39":201,"_140":25,"_37":202,"_13":184,"_33":203,"_34":-5,"_24":25,"_145":-5,"_27":204},{"_42":191,"_32":192,"_30":193,"_138":-5,"_40":41,"_39":194,"_140":25,"_37":195,"_13":184,"_33":20,"_34":196,"_24":25,"_145":-5,"_27":197},{"_42":187,"_32":28,"_30":31,"_138":-5,"_40":41,"_39":14,"_140":25,"_37":188,"_13":189,"_33":20,"_34":36,"_24":25,"_145":-5,"_27":190},{"_42":179,"_32":180,"_30":181,"_138":-5,"_40":41,"_39":182,"_140":25,"_37":183,"_13":184,"_33":20,"_34":185,"_24":25,"_145":-5,"_27":186},{"_42":171,"_32":172,"_30":173,"_138":-5,"_40":41,"_39":174,"_140":58,"_37":175,"_13":176,"_33":143,"_34":177,"_24":25,"_145":-5,"_27":178},{"_42":163,"_32":164,"_30":165,"_138":-5,"_40":41,"_39":166,"_140":25,"_37":167,"_13":168,"_33":20,"_34":169,"_24":25,"_145":-5,"_27":170},{"_42":155,"_32":156,"_30":56,"_138":-5,"_40":41,"_39":157,"_140":58,"_37":158,"_13":159,"_33":160,"_34":161,"_24":25,"_145":-5,"_27":162},{"_42":147,"_32":148,"_30":149,"_138":-5,"_40":41,"_39":150,"_140":25,"_37":151,"_13":152,"_33":143,"_34":153,"_24":25,"_145":-5,"_27":154},{"_42":135,"_32":136,"_30":137,"_138":-5,"_40":41,"_39":139,"_140":25,"_37":141,"_13":142,"_33":143,"_34":144,"_24":25,"_145":-5,"_27":146},"fd590a7c-634a-11f0-8a1b-0224a6c84d84","utils.ts","1fd9649e-634a-11f0-ba73-0224a6c84d84","parentId",141,"latest",["D",1752783417758],1,"script","import { 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 = 75) {\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",[136],"fd5f277c-634a-11f0-abd7-0224a6c84d84","openai.ts","291c39dc-61f6-11f0-b000-0224a6c84d84",142,["D",1752783417765],25,"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: ${error.message}`)\n }\n}",[148],"2005b5ee-634a-11f0-9a84-0224a6c84d84","main.ts",140,["D",1752783046224],26,"http","import { Hono } from 'npm:hono'\nimport { serveFile } from \"https://esm.town/v/std/utils@85-main/index.ts\"\nimport { analyzeRepository, formatAsMarkdown } from './utils.ts'\n\nconst app = new Hono()\n\napp.get('/', async (c) => {\n return serveFile('./index.html', import.meta.url)\n})\n\napp.post('/analyze-issues', async (c) => {\n const { repo } = await c.req.json()\n return c.json(await analyzeRepository(repo))\n})\n\napp.post('/analyze-issues/markdown', async (c) => {\n const { repo } = await c.req.json()\n const result = await analyzeRepository(repo)\n return c.text(formatAsMarkdown(result), 200, { 'Content-Type': 'text/plain; charset=utf-8' })\n})\n\napp.get('/analyze/:owner/:repo/markdown', async (c) => {\n const fullRepo = `${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",[156],"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",[164],"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} ${response.statusText}`)\n break\n }\n \n const apiResponse = await response.json()\n \n if (!Array.isArray(apiResponse) || apiResponse.length === 0) break\n \n // GitHub clumps PRs and issues together, so need to filter\n const filteredIssues = apiResponse.filter((issue: any) => !issue.pull_request)\n \n issues.push(...filteredIssues.map((issue: any) => ({\n number: issue.number,\n title: issue.title,\n body: issue.body || ''\n })))\n \n currentPage++\n }\n \n return issues\n}\n\n",[172],"62ae0d6e-634b-11f0-a8d9-0224a6c84d84","deno.json","62ae0e40-634b-11f0-a8d9-0224a6c84d84",147,["D",1752783587770],0,"{\n \"$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}",[180],"8d7c8b06-634b-11f0-932a-0224a6c84d84",["D",1752783659584],4,[28],"62c9d706-634b-11f0-9abc-0224a6c84d84",".vtignore","62c9d7a6-634b-11f0-9abc-0224a6c84d84",150,["D",1752783587780],".git\n.vscode\n.cursorrules\n.DS_Store\nnode_modules\nvendor",[192],"62a33fba-634b-11f0-bd77-0224a6c84d84",".claude","62a341a4-634b-11f0-bd77-0224a6c84d84",146,["D",1752783587698],"directory",[199],"pulls","branches","forks",2,"envVars",{"_213":208,"_215":184},"connections",{"_213":184,"_214":184},"count","unfilledCount","emptyCount",{"_42":198,"_32":199,"_30":200,"_138":-5,"_40":41,"_39":201,"_140":25,"_37":259,"_13":184,"_33":203,"_34":-5,"_24":25,"_145":-5,"_227":260,"_27":261},{"_42":251,"_32":252,"_30":253,"_138":200,"_40":41,"_39":254,"_140":25,"_37":255,"_13":184,"_33":20,"_34":256,"_24":25,"_145":-5,"_227":257,"_27":258},{"_42":191,"_32":192,"_30":193,"_138":-5,"_40":41,"_39":194,"_140":25,"_37":248,"_13":184,"_33":20,"_34":196,"_24":25,"_145":-5,"_227":249,"_27":250},{"_42":187,"_32":28,"_30":31,"_138":-5,"_40":41,"_39":14,"_140":25,"_37":245,"_13":189,"_33":20,"_34":36,"_24":25,"_145":-5,"_227":246,"_27":247},{"_42":179,"_32":180,"_30":181,"_138":-5,"_40":41,"_39":182,"_140":25,"_37":242,"_13":184,"_33":20,"_34":185,"_24":25,"_145":-5,"_227":243,"_27":244},{"_42":171,"_32":172,"_30":173,"_138":-5,"_40":41,"_39":174,"_140":58,"_37":239,"_13":176,"_33":143,"_34":177,"_24":25,"_145":-5,"_227":240,"_27":241},{"_42":163,"_32":164,"_30":165,"_138":-5,"_40":41,"_39":166,"_140":25,"_37":236,"_13":168,"_33":20,"_34":169,"_24":25,"_145":-5,"_227":237,"_27":238},{"_42":155,"_32":156,"_30":56,"_138":-5,"_40":41,"_39":157,"_140":58,"_37":233,"_13":159,"_33":160,"_34":161,"_24":25,"_145":-5,"_227":234,"_27":235},{"_42":147,"_32":148,"_30":149,"_138":-5,"_40":41,"_39":150,"_140":25,"_37":230,"_13":152,"_33":143,"_34":153,"_24":25,"_145":-5,"_227":231,"_27":232},{"_42":135,"_32":136,"_30":137,"_138":-5,"_40":41,"_39":139,"_140":25,"_37":226,"_13":142,"_33":143,"_34":144,"_24":25,"_145":-5,"_227":228,"_27":229},["D",1752783417758],"children",[],[136],["D",1752783417765],[],[148],["D",1752783046224],[],[156],["D",1752782870450],[],[164],["D",1752782754536],[],[172],["D",1752783587770],[],[180],["D",1752783659584],[],[28],["D",1752783587780],[],[192],"62b16914-634b-11f0-9051-0224a6c84d84","settings.local.json","62b169f0-634b-11f0-9051-0224a6c84d84",148,["D",1752783587775],"{\n \"permissions\": {\n \"allow\": [\n \"WebFetch(domain:github.com)\",\n \"Bash(mv:*)\",\n \"Bash(rm:*)\"\n ],\n \"deny\": []\n }\n}",[],[199,252],["D",1752783587698],[217],[199],["D",1752635572357],{"_96":95,"_103":99},{"_96":95,"_97":-5,"_98":99,"_18":54,"_100":101,"_102":25},{"_13":85,"_32":86,"_42":41,"_87":43,"_88":-5,"_89":-5,"_90":-5,"_91":-5,"_92":-5,"_93":44,"_94":95},"ctx",{"_78":-5,"_123":299,"_300":301,"_302":303,"_304":25,"_305":25,"_306":25,"_307":58,"_308":-5,"_309":-7,"_310":-7,"_311":184,"_312":25,"_313":25,"_314":-5,"_315":25,"_316":25,"_317":25,"_318":-5},"ENV",{"_270":271,"_272":273,"_274":86,"_275":276,"_277":278,"_279":280,"_281":282,"_283":284,"_285":286,"_287":288,"_289":290,"_291":292,"_293":294,"_295":296,"_297":298},"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"]

Diff · v154