AI Candidate Analyzer

[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_186":187,"_188":189},"routes/_app.x.$handle.$name",{"_103":102,"_37":48,"_112":93,"_32":113,"_13":14,"_114":-5,"_11":115,"_116":117,"_118":119,"_120":121,"_122":123,"_26":-5,"_124":-5,"_125":-5,"_126":30,"_127":128,"_129":62,"_130":-5,"_131":-5,"_132":133},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":18,"_19":-5},"project",{"_46":47,"_37":48,"_41":49,"_50":-5,"_51":30,"_52":53,"_54":53,"_55":56,"_57":-5,"_19":58,"_59":60,"_61":62,"_63":-5,"_64":-5,"_65":66,"_67":68,"_69":70,"_71":72,"_73":74,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":86,"_87":88,"_89":90,"_91":30},"version",3,"changes",[25],"aiChatInfo",{"_20":21,"_22":-5,"_23":-5,"_24":-5},"userId","aiChatMessageId","282117e7-f7e9-4f70-b4ed-9c944e0b00ed","aiChatThreadId","aiChatThreadUserId","aiChatThreadTitle",{"_26":27,"_28":-7,"_29":30,"_31":30,"_32":33,"_34":33},"file",{"_35":36,"_37":33,"_38":26,"_39":40,"_41":42,"_43":14,"_44":45,"_29":30},"previous","deleted",false,"deletedHere","path","index.html","latestPath","fileId","61a694f8-64e0-11f1-9b7b-1607ee4eb77e","name","fileType","content","\n\n\n \n \n AI Candidate Analyzer\n \n \n \n \n \n \n\n\n

\n \n\n\n","createdAt",["D",1781105029884],"branchVersion","branchId","5c630afb-10e9-4479-9701-a8cb09870273","id","0b0b28ff-dbef-4fa7-883c-ff02c0887168","ai-candidate-analyzer",["D",1781104963284],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","AI-powered GitHub & resume candidate analysis","imageUrl","2e9fa78e-cb09-4aec-bcd4-409ea0ffbe2c","pinnedFileId","58207a02-64e0-11f1-8621-1607ee4eb77e","pinPreview",true,"pinMigrated","screenshotVersion","likeCount",0,"orgId","019eb215-2913-7786-9f37-562ee2beedd5","tursoName","0b0b28ffdbef4fa7883cff02c0887168","tursoHostname","0b0b28ffdbef4fa7883cff02c0887168-val-town.aws-us-east-2.turso.io","tursoMeasuredAt",["D",1789492855745],"pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_103":102,"_111":107},"org",{"_103":102,"_104":105,"_106":107,"_19":58,"_108":109,"_110":30},"branch",{"_13":92,"_37":93,"_46":45,"_94":47,"_95":-5,"_96":-5,"_97":-5,"_98":-5,"_99":-5,"_100":48,"_101":102},"isOwned",9,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","kingcobra","handle","displayName","J S S S D Pavan Kumar","avatar","https://lh3.googleusercontent.com/a/ACg8ocJddY6GeytkKSfd1VIbMCIo_1hS90SQETRBfJd-OTTv-ZjyJ03h=s96-c","tier","free","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_46":47,"_37":48,"_41":181,"_50":-5,"_51":30,"_52":53,"_54":53,"_55":56,"_57":-5,"_19":58,"_59":60,"_61":62,"_63":-5,"_64":-5,"_65":66,"_67":68,"_69":70,"_71":72,"_73":182,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":183,"_87":184,"_89":185,"_91":30},"tree",[168,169,170],"files",[168,169,170],"counts",{"_158":66,"_159":153,"_160":66,"_161":162,"_163":164},"contents",[134,135,136],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_46":150,"_37":151,"_35":152,"_139":-5,"_44":45,"_43":153,"_141":62,"_41":154,"_13":66,"_38":155,"_39":156,"_29":30,"_145":-5,"_32":157},{"_46":147,"_37":33,"_35":36,"_139":-5,"_44":45,"_43":14,"_141":62,"_41":148,"_13":66,"_38":26,"_39":40,"_29":30,"_145":-5,"_32":149},{"_46":137,"_37":138,"_35":60,"_139":-5,"_44":45,"_43":140,"_141":30,"_41":142,"_13":66,"_38":143,"_39":144,"_29":30,"_145":-5,"_32":146},"6bb7ce35-c5b8-49a2-84b7-46cb3852b041","main.ts","parentId",2,"latest",["D",1781105013894],"http","import { analyzeGitHub } from \"./analyzer.ts\";\nimport { readFile } from \"https://esm.town/v/std/utils/index.ts\";\n\nexport default async function (req: Request): Promise {\n const url = new URL(req.url);\n\n // API: analyze a GitHub profile\n if (url.pathname === \"/api/analyze\" && req.method === \"POST\") {\n try {\n const { input } = await req.json();\n if (!input || typeof input !== \"string\") {\n return Response.json({ error: \"Provide a GitHub username or URL.\" }, { status: 400 });\n }\n const result = await analyzeGitHub(input);\n return Response.json(result);\n } catch (err) {\n return Response.json({ error: String(err instanceof Error ? err.message : err) }, { status: 500 });\n }\n }\n\n // Serve the frontend\n const html = await readFile(\"/index.html\", import.meta.url);\n return new Response(html, { headers: { \"Content-Type\": \"text/html; charset=utf-8\" } });\n}\n","label",[138],"626c3e64-88b7-4d75-8d89-1adb6d5eedd8",["D",1781105029884],[33],"bb735697-4ff9-4b70-8644-3590b8b3106f","analyzer.ts","53d7745a-64e0-11f1-a429-1607ee4eb77e",1,["D",1781105006714],"script","// Core GitHub analysis + scoring logic (no API keys needed)\n\nconst SKILL_MAP: Record = {\n Frontend: [\"react\", \"next\", \"vue\", \"angular\", \"svelte\", \"tailwindcss\", \"bootstrap\", \"javascript\", \"typescript\", \"html\", \"css\"],\n Backend: [\"node\", \"express\", \"django\", \"flask\", \"spring\", \"asp.net\", \"fastapi\", \"nestjs\", \"go\", \"rust\", \"php\", \"ruby\"],\n Database: [\"mysql\", \"postgresql\", \"mongodb\", \"redis\", \"supabase\", \"sqlite\", \"prisma\"],\n Cloud: [\"aws\", \"azure\", \"gcp\", \"google-cloud\", \"vercel\", \"netlify\"],\n DevOps: [\"docker\", \"kubernetes\", \"github-actions\", \"jenkins\", \"terraform\", \"ansible\"],\n AI: [\"tensorflow\", \"pytorch\", \"langchain\", \"openai\", \"huggingface\", \"transformers\", \"scikit-learn\", \"pandas\", \"numpy\"],\n Mobile: [\"flutter\", \"react-native\", \"kotlin\", \"swift\", \"android\", \"ios\"],\n};\n\nconst LANGUAGE_TO_CATEGORY: Record = {\n JavaScript: \"Frontend\", TypeScript: \"Frontend\", HTML: \"Frontend\", CSS: \"Frontend\", Vue: \"Frontend\",\n Python: \"AI\", Java: \"Backend\", Go: \"Backend\", Rust: \"Backend\", PHP: \"Backend\", Ruby: \"Backend\", \"C#\": \"Backend\",\n Dart: \"Mobile\", Kotlin: \"Mobile\", Swift: \"Mobile\",\n};\n\nexport interface AnalysisResult {\n profile: any;\n repos: any[];\n languages: Record;\n skillCategories: Record;\n detectedSkills: string[];\n scores: Record;\n recommendation: string;\n summary: string;\n}\n\nasync function gh(path: string) {\n const headers: Record = {\n Accept: \"application/vnd.github+json\",\n \"User-Agent\": \"ai-candidate-analyzer\",\n };\n const token = Deno.env.get(\"GITHUB_TOKEN\");\n if (token) headers.Authorization = `Bearer ${token}`;\n const res = await fetch(`https://api.github.com${path}`, { headers });\n if (!res.ok) throw new Error(`GitHub API ${res.status}: ${await res.text()}`);\n return res.json();\n}\n\nexport function extractUsername(input: string): string {\n const trimmed = input.trim().replace(/\\/+$/, \"\");\n const match = trimmed.match(/github\\.com\\/([^\\/?#]+)/i);\n return (match ? match[1] : trimmed).replace(/^@/, \"\");\n}\n\nfunction clamp(n: number) {\n return Math.max(0, Math.min(100, Math.round(n)));\n}\n\nexport async function analyzeGitHub(usernameOrUrl: string): Promise {\n const username = extractUsername(usernameOrUrl);\n const profile = await gh(`/users/${username}`);\n const reposRaw = await gh(`/users/${username}/repos?per_page=100&sort=updated`);\n\n const repos = reposRaw\n .filter((r: any) => !r.fork)\n .map((r: any) => ({\n name: r.name,\n description: r.description,\n language: r.language,\n stars: r.stargazers_count,\n forks: r.forks_count,\n watchers: r.watchers_count,\n openIssues: r.open_issues_count,\n size: r.size,\n updatedAt: r.updated_at,\n hasDescription: !!r.description,\n url: r.html_url,\n }));\n\n // Aggregate languages\n const languages: Record = {};\n for (const r of repos) {\n if (r.language) languages[r.language] = (languages[r.language] || 0) + 1;\n }\n\n // Skill category detection\n const skillCategories: Record = {};\n const detectedSkills = new Set();\n const haystack = repos\n .map((r) => `${r.name} ${r.description || \"\"} ${r.language || \"\"}`.toLowerCase())\n .join(\" \");\n for (const [cat, keywords] of Object.entries(SKILL_MAP)) {\n let hits = 0;\n for (const kw of keywords) {\n if (haystack.includes(kw)) {\n hits++;\n detectedSkills.add(kw);\n }\n }\n skillCategories[cat] = hits;\n }\n for (const [lang, count] of Object.entries(languages)) {\n const cat = LANGUAGE_TO_CATEGORY[lang];\n if (cat) skillCategories[cat] = (skillCategories[cat] || 0) + count;\n }\n\n // Scoring\n const totalStars = repos.reduce((s, r) => s + r.stars, 0);\n const totalForks = repos.reduce((s, r) => s + r.forks, 0);\n const documented = repos.filter((r) => r.hasDescription).length;\n const accountAgeYears =\n (Date.now() - new Date(profile.created_at).getTime()) / (1000 * 60 * 60 * 24 * 365);\n const recentlyActive = repos.filter(\n (r) => (Date.now() - new Date(r.updatedAt).getTime()) / (1000 * 60 * 60 * 24) < 180,\n ).length;\n\n const githubScore = clamp(\n Math.log2(repos.length + 1) * 12 +\n Math.log2(totalStars + 1) * 6 +\n Math.log2(profile.followers + 1) * 5,\n );\n const technicalScore = clamp(\n Object.values(skillCategories).filter((v) => v > 0).length * 10 +\n Object.keys(languages).length * 5,\n );\n const portfolioScore = clamp(\n repos.length * 4 + Object.keys(languages).length * 6 + Math.log2(totalForks + 1) * 5,\n );\n const documentationScore = clamp(repos.length ? (documented / repos.length) * 100 : 0);\n const activityScore = clamp(repos.length ? (recentlyActive / repos.length) * 100 : 0);\n const employabilityScore = clamp(\n technicalScore * 0.35 + githubScore * 0.3 + portfolioScore * 0.2 + activityScore * 0.15,\n );\n\n const scores = {\n Technical: technicalScore,\n GitHub: githubScore,\n Portfolio: portfolioScore,\n Documentation: documentationScore,\n Activity: activityScore,\n Employability: employabilityScore,\n };\n\n let recommendation = \"Not Recommended\";\n if (employabilityScore >= 80) recommendation = \"Strong Hire\";\n else if (employabilityScore >= 65) recommendation = \"Hire\";\n else if (employabilityScore >= 50) recommendation = \"Consider\";\n else if (employabilityScore >= 35) recommendation = \"Needs Improvement\";\n\n const summary =\n `${profile.name || username} has ${repos.length} public repositories using ` +\n `${Object.keys(languages).length} languages, ${totalStars} total stars, and ` +\n `${profile.followers} followers over ${accountAgeYears.toFixed(1)} years on GitHub. ` +\n `Top skill areas: ${Object.entries(skillCategories)\n .filter(([, v]) => v > 0)\n .sort((a, b) => b[1] - a[1])\n .slice(0, 3)\n .map(([k]) => k)\n .join(\", \") || \"general development\"}.`;\n\n return {\n profile: {\n name: profile.name,\n username: profile.login,\n bio: profile.bio,\n company: profile.company,\n website: profile.blog,\n location: profile.location,\n followers: profile.followers,\n following: profile.following,\n avatar: profile.avatar_url,\n accountAgeYears: +accountAgeYears.toFixed(1),\n publicRepos: profile.public_repos,\n },\n repos: repos.sort((a, b) => b.stars - a.stars).slice(0, 12),\n languages,\n skillCategories,\n detectedSkills: [...detectedSkills],\n scores,\n recommendation,\n summary,\n };\n}\n",[151],"pulls","branches","forks","envVars",{"_165":153,"_167":66},"connections",{"_165":66,"_166":66},"count","unfilledCount","emptyCount",{"_46":150,"_37":151,"_35":152,"_139":-5,"_44":45,"_43":153,"_141":62,"_41":178,"_13":66,"_38":155,"_39":156,"_29":30,"_145":-5,"_172":179,"_32":180},{"_46":147,"_37":33,"_35":36,"_139":-5,"_44":45,"_43":14,"_141":62,"_41":175,"_13":66,"_38":26,"_39":40,"_29":30,"_145":-5,"_172":176,"_32":177},{"_46":137,"_37":138,"_35":60,"_139":-5,"_44":45,"_43":140,"_141":30,"_41":171,"_13":66,"_38":143,"_39":144,"_29":30,"_145":-5,"_172":173,"_32":174},["D",1781105013894],"children",[],[138],["D",1781105029884],[],[33],["D",1781105006714],[],[151],["D",1781104963284],["D",1789492855745],{"_103":102,"_111":107},{"_103":102,"_104":105,"_106":107,"_19":58,"_108":109,"_110":30},{"_13":92,"_37":93,"_46":45,"_94":47,"_95":-5,"_96":-5,"_97":-5,"_98":-5,"_99":-5,"_100":48,"_101":102},"ctx",{"_85":-5,"_131":219,"_220":221,"_222":223,"_224":30,"_225":30,"_226":30,"_227":62,"_228":-5,"_229":-7,"_230":-7,"_231":66,"_232":30,"_233":30,"_234":-5,"_235":30,"_236":30,"_237":30,"_238":-5},"ENV",{"_190":191,"_192":193,"_194":93,"_195":196,"_197":198,"_199":200,"_201":202,"_203":204,"_205":206,"_207":208,"_209":210,"_211":212,"_213":214,"_215":216,"_217":218},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","e87eb04e707cf64e7e532c8e8ec395f209e17f15","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 · v3