Samkele05 · vercel · Mar 30, 2026
diff --git a/.manus/db/db-query-1774834216959.json b/.manus/db/db-query-1774834216959.json
@@ -6,4 +6,4 @@
   "stdout": "",
   "stderr": "",
   "execution_time_ms": 10273
-}
+}
diff --git a/AI_CURRICULUM_DESIGN.md b/AI_CURRICULUM_DESIGN.md
@@ -8,12 +8,12 @@ This document outlines the theoretical framework and algorithmic logic for the A
 
 SprintWork follows a research-backed 4-stage framework for career development:
 
-| Stage | Goal | AI Feature |
-|---|---|---|
+| Stage       | Goal                                 | AI Feature                              |
+| ----------- | ------------------------------------ | --------------------------------------- |
 | **Explore** | Identify career paths and skill gaps | Smart Job Matching & Skill Gap Analysis |
-| **Build** | Create professional assets | AI CV Tailoring & Resume Builder |
-| **Connect** | Build professional network | Networking Hub & Recruiter Matching |
-| **Refine** | Master interview and soft skills | AI Mock Interviews & Scoring |
+| **Build**   | Create professional assets           | AI CV Tailoring & Resume Builder        |
+| **Connect** | Build professional network           | Networking Hub & Recruiter Matching     |
+| **Refine**  | Master interview and soft skills     | AI Mock Interviews & Scoring            |
 
 ---
 
@@ -22,6 +22,7 @@ SprintWork follows a research-backed 4-stage framework for career development:
 The interview curriculum is divided into four specialized tracks, each with a structured progression:
 
 ### A. Behavioral Track (STAR Method)
+
 - **Focus:** Soft skills, leadership, conflict resolution.
 - **Curriculum:**
   1. **Foundations:** Introduction to the STAR method.
@@ -31,6 +32,7 @@ The interview curriculum is divided into four specialized tracks, each with a st
 - **Algorithm:** AI evaluates responses based on the presence of **Situation, Task, Action, and Result** components.
 
 ### B. Technical Track (DSA & System Design)
+
 - **Focus:** Problem-solving, coding proficiency, architecture.
 - **Curriculum:**
   1. **Data Structures:** Arrays, Linked Lists, Trees, Graphs.
@@ -39,6 +41,7 @@ The interview curriculum is divided into four specialized tracks, each with a st
 - **Algorithm:** AI checks for technical accuracy, time/space complexity analysis, and edge case handling.
 
 ### C. Case Study Track
+
 - **Focus:** Analytical thinking, business logic.
 - **Curriculum:**
   1. **Market Entry:** Analyzing new business opportunities.
@@ -50,6 +53,7 @@ The interview curriculum is divided into four specialized tracks, each with a st
 ## 3. Core Algorithms
 
 ### A. Smart Job Matching Algorithm (Hybrid Approach)
+
 The matching score ($S$) is calculated as a weighted sum of multiple factors:
 
 $$S = w_1 \cdot S_{skills} + w_2 \cdot S_{experience} + w_3 \cdot S_{location} + w_4 \cdot S_{salary}$$
@@ -60,6 +64,7 @@ $$S = w_1 \cdot S_{skills} + w_2 \cdot S_{experience} + w_3 \cdot S_{location} +
 - **$S_{salary}$:** Overlap between user expectations and job budget.
 
 ### B. AI CV Tailoring Algorithm
+
 1. **Extraction:** Use LLM to extract key requirements (Skills, Keywords, Responsibilities) from a job description.
 2. **Analysis:** Compare extracted keywords with the user's current resume.
 3. **Optimization:**
@@ -68,6 +73,7 @@ $$S = w_1 \cdot S_{skills} + w_2 \cdot S_{experience} + w_3 \cdot S_{location} +
    - **Quantification:** Prompt user to add metrics (e.g., "Increased sales by 20%").
 
 ### C. Interview Scoring Rubric (0-100)
+
 - **Content (40%):** Accuracy, relevance, and depth of the answer.
 - **Structure (30%):** Use of STAR method or logical flow.
 - **Communication (20%):** Clarity, tone, and professional language.

diff --git a/client/index.html b/client/index.html
@@ -1,17 +1,16 @@
 <!doctype html>
 <html lang="en">
-
   <head>
     <meta charset="UTF-8" />
     <meta
       name="viewport"
-      content="width=device-width, initial-scale=1.0, maximum-scale=1" />
+      content="width=device-width, initial-scale=1.0, maximum-scale=1"
+    />
     <title>SprintWork - The AI-Powered Job Market Revolution</title>
   </head>
 
   <body>
     <div id="root"></div>
     <script type="module" src="/src/main.tsx"></script>
   </body>
-
 </html>
diff --git a/client/public/__manus__/debug-collector.js b/client/public/__manus__/debug-collector.js
@@ -68,7 +68,9 @@
     if (value === undefined) return undefined;
 
     if (typeof value === "string") {
-      return value.length > 1000 ? value.slice(0, 1000) + "...[truncated]" : value;
+      return value.length > 1000
+        ? value.slice(0, 1000) + "...[truncated]"
+        : value;
     }
 
     if (typeof value !== "object") return value;
@@ -178,7 +180,7 @@
       getAttr("data-test") ||
       null;
 
-    var type = tag === "input" ? (getAttr("type") || "text") : null;
+    var type = tag === "input" ? getAttr("type") || "text" : null;
     var href = tag === "a" ? getAttr("href") || null : null;
 
     // a small, stable hint for agents (avoid building full CSS paths)
@@ -233,7 +235,8 @@
 
     if (isSensitiveField(el)) return { masked: true, length: v.length };
 
-    if (v.length > CONFIG.uiInputMaxLen) v = v.slice(0, CONFIG.uiInputMaxLen) + "…";
+    if (v.length > CONFIG.uiInputMaxLen)
+      v = v.slice(0, CONFIG.uiInputMaxLen) + "…";
     return v;
   }
 
@@ -456,9 +459,10 @@
     init = init || {};
     var startTime = Date.now();
     // Handle string, Request object, or URL object
-    var url = typeof input === "string"
-      ? input
-      : (input && (input.url || input.href || String(input))) || "";
+    var url =
+      typeof input === "string"
+        ? input
+        : (input && (input.url || input.href || String(input))) || "";
     var method = init.method || (input && input.method) || "GET";
 
     // Don't intercept internal requests
@@ -470,7 +474,9 @@
     var requestHeaders = {};
     try {
       if (init.headers) {
-        requestHeaders = Object.fromEntries(new Headers(init.headers).entries());
+        requestHeaders = Object.fromEntries(
+          new Headers(init.headers).entries()
+        );
       }
     } catch (e) {
       requestHeaders = { _parseError: true };
@@ -494,7 +500,9 @@
       .then(function (response) {
         entry.duration = Date.now() - startTime;
 
-        var contentType = (response.headers.get("content-type") || "").toLowerCase();
+        var contentType = (
+          response.headers.get("content-type") || ""
+        ).toLowerCase();
         var contentLength = response.headers.get("content-length");
 
         entry.response = {
@@ -516,9 +524,10 @@
         }
 
         // Skip body capture for streaming responses (SSE, etc.) to avoid memory leaks
-        var isStreaming = contentType.indexOf("text/event-stream") !== -1 ||
-                          contentType.indexOf("application/stream") !== -1 ||
-                          contentType.indexOf("application/x-ndjson") !== -1;
+        var isStreaming =
+          contentType.indexOf("text/event-stream") !== -1 ||
+          contentType.indexOf("application/stream") !== -1 ||
+          contentType.indexOf("application/x-ndjson") !== -1;
         if (isStreaming) {
           entry.response.body = "[Streaming response - not captured]";
           store.networkRequests.push(entry);
@@ -527,20 +536,25 @@
         }
 
         // Skip body capture for large responses to avoid memory issues
-        if (contentLength && parseInt(contentLength, 10) > CONFIG.maxBodyLength) {
-          entry.response.body = "[Response too large: " + contentLength + " bytes]";
+        if (
+          contentLength &&
+          parseInt(contentLength, 10) > CONFIG.maxBodyLength
+        ) {
+          entry.response.body =
+            "[Response too large: " + contentLength + " bytes]";
           store.networkRequests.push(entry);
           pruneBuffer(store.networkRequests, CONFIG.bufferSize.network);
           return response;
         }
 
         // Skip body capture for binary content types
-        var isBinary = contentType.indexOf("image/") !== -1 ||
-                       contentType.indexOf("video/") !== -1 ||
-                       contentType.indexOf("audio/") !== -1 ||
-                       contentType.indexOf("application/octet-stream") !== -1 ||
-                       contentType.indexOf("application/pdf") !== -1 ||
-                       contentType.indexOf("application/zip") !== -1;
+        var isBinary =
+          contentType.indexOf("image/") !== -1 ||
+          contentType.indexOf("video/") !== -1 ||
+          contentType.indexOf("audio/") !== -1 ||
+          contentType.indexOf("application/octet-stream") !== -1 ||
+          contentType.indexOf("application/pdf") !== -1 ||
+          contentType.indexOf("application/zip") !== -1;
         if (isBinary) {
           entry.response.body = "[Binary content: " + contentType + "]";
           store.networkRequests.push(entry);
@@ -558,7 +572,8 @@
             if (text.length <= CONFIG.maxBodyLength) {
               entry.response.body = sanitizeValue(tryParseJson(text));
             } else {
-              entry.response.body = text.slice(0, CONFIG.maxBodyLength) + "...[truncated]";
+              entry.response.body =
+                text.slice(0, CONFIG.maxBodyLength) + "...[truncated]";
             }
           })
           .catch(function () {
@@ -615,24 +630,30 @@
       xhr._manusData.url.indexOf("/__manus__/") !== 0
     ) {
       xhr._manusData.startTime = Date.now();
-      xhr._manusData.requestBody = body ? sanitizeValue(tryParseJson(body)) : null;
+      xhr._manusData.requestBody = body
+        ? sanitizeValue(tryParseJson(body))
+        : null;
 
       xhr.addEventListener("load", function () {
-        var contentType = (xhr.getResponseHeader("content-type") || "").toLowerCase();
+        var contentType = (
+          xhr.getResponseHeader("content-type") || ""
+        ).toLowerCase();
         var responseBody = null;
 
         // Skip body capture for streaming responses
-        var isStreaming = contentType.indexOf("text/event-stream") !== -1 ||
-                          contentType.indexOf("application/stream") !== -1 ||
-                          contentType.indexOf("application/x-ndjson") !== -1;
+        var isStreaming =
+          contentType.indexOf("text/event-stream") !== -1 ||
+          contentType.indexOf("application/stream") !== -1 ||
+          contentType.indexOf("application/x-ndjson") !== -1;
 
         // Skip body capture for binary content types
-        var isBinary = contentType.indexOf("image/") !== -1 ||
-                       contentType.indexOf("video/") !== -1 ||
-                       contentType.indexOf("audio/") !== -1 ||
-                       contentType.indexOf("application/octet-stream") !== -1 ||
-                       contentType.indexOf("application/pdf") !== -1 ||
-                       contentType.indexOf("application/zip") !== -1;
+        var isBinary =
+          contentType.indexOf("image/") !== -1 ||
+          contentType.indexOf("video/") !== -1 ||
+          contentType.indexOf("audio/") !== -1 ||
+          contentType.indexOf("application/octet-stream") !== -1 ||
+          contentType.indexOf("application/pdf") !== -1 ||
+          contentType.indexOf("application/zip") !== -1;
 
         if (isStreaming) {
           responseBody = "[Streaming response - not captured]";
@@ -643,7 +664,8 @@
           try {
             var text = xhr.responseText || "";
             if (text.length > CONFIG.maxBodyLength) {
-              responseBody = text.slice(0, CONFIG.maxBodyLength) + "...[truncated]";
+              responseBody =
+                text.slice(0, CONFIG.maxBodyLength) + "...[truncated]";
             } else {
               responseBody = sanitizeValue(tryParseJson(text));
             }
@@ -817,5 +839,7 @@
     forceReport: reportLogs,
   };
 
-  console.debug("[Manus] Debug collector initialized (no rrweb, UI events only)");
+  console.debug(
+    "[Manus] Debug collector initialized (no rrweb, UI events only)"
+  );
 })();
diff --git a/client/src/App.tsx b/client/src/App.tsx
@@ -1,6 +1,7 @@
 import { Toaster } from "@/components/ui/sonner";
 import { TooltipProvider } from "@/components/ui/tooltip";
 import NotFound from "@/pages/NotFound";
+import { Analytics } from "@vercel/analytics/react";
 import { Route, Switch } from "wouter";
 import ErrorBoundary from "./components/ErrorBoundary";
 import { ThemeProvider } from "./contexts/ThemeContext";
@@ -59,6 +60,7 @@ function App() {
         <TooltipProvider>
           <Toaster />
           <Router />
+          <Analytics />
         </TooltipProvider>
       </ThemeProvider>
     </ErrorBoundary>

diff --git a/client/src/_core/hooks/useAuth.ts b/client/src/_core/hooks/useAuth.ts
@@ -67,7 +67,7 @@ export function useAuth(options?: UseAuthOptions) {
     if (typeof window === "undefined") return;
     if (window.location.pathname === redirectPath) return;
 
-    window.location.href = redirectPath
+    window.location.href = redirectPath;
   }, [
     redirectOnUnauthenticated,
     redirectPath,

diff --git a/client/src/components/AIChatBox.tsx b/client/src/components/AIChatBox.tsx
@@ -127,7 +127,7 @@ export function AIChatBox({
   const textareaRef = useRef<HTMLTextAreaElement>(null);
 
   // Filter out system messages
-  const displayMessages = messages.filter((msg) => msg.role !== "system");
+  const displayMessages = messages.filter(msg => msg.role !== "system");
 
   // Calculate min-height for last assistant message to push user message to top
   const [minHeightForLastMessage, setMinHeightForLastMessage] = useState(0);
@@ -143,7 +143,8 @@ export function AIChatBox({
       // - user message: 40px (item height) + 16px (margin-top from space-y-4) = 56px
       // Note: margin-bottom is not counted because it naturally pushes the assistant message down
       const userMessageReservedHeight = 56;
-      const calculatedHeight = scrollAreaHeight - 32 - userMessageReservedHeight;
+      const calculatedHeight =
+        scrollAreaHeight - 32 - userMessageReservedHeight;
 
       setMinHeightForLastMessage(Math.max(0, calculatedHeight));
     }
@@ -152,14 +153,14 @@ export function AIChatBox({
   // Scroll to bottom helper function with smooth animation
   const scrollToBottom = () => {
     const viewport = scrollAreaRef.current?.querySelector(
-      '[data-radix-scroll-area-viewport]'
+      "[data-radix-scroll-area-viewport]"
     ) as HTMLDivElement;
 
     if (viewport) {
       requestAnimationFrame(() => {
         viewport.scrollTo({
           top: viewport.scrollHeight,
-          behavior: 'smooth'
+          behavior: "smooth",
         });
       });
     }
@@ -311,7 +312,7 @@ export function AIChatBox({
         <Textarea
           ref={textareaRef}
           value={input}
-          onChange={(e) => setInput(e.target.value)}
+          onChange={e => setInput(e.target.value)}
           onKeyDown={handleKeyDown}
           placeholder={placeholder}
           className="flex-1 max-h-32 resize-none min-h-9"