From c99cfd9d5d7e0c51553b17e478b0dc34294b3d00 Mon Sep 17 00:00:00 2001
From: ectasy663 <namansingh4680@gmail.com>
Date: Fri, 25 Sep 2026 12:44:25 +0530
Subject: [PATCH] Redesign college predictor, swap DPP contents, reorder
 sidebar, fix imports, add sql dump

---
 seeds.sql                                     |   0
 server_tests.sql                              | Bin 0 -> 436474 bytes
 src/app/dashboard/ai-coach/cbt-dpp/page.tsx   |  82 ++++---
 .../ai-coach/college-predictor/page.tsx       | 218 ++++++++----------
 src/app/dashboard/dpp/page.tsx                |  87 ++++---
 src/app/dashboard/layout.tsx                  |  19 +-
 6 files changed, 188 insertions(+), 218 deletions(-)
 create mode 100644 seeds.sql
 create mode 100644 server_tests.sql

diff --git a/seeds.sql b/seeds.sql
new file mode 100644
index 0000000..e69de29
diff --git a/server_tests.sql b/server_tests.sql
new file mode 100644
index 0000000000000000000000000000000000000000..11faa4f40906e101c016da5e2e388a25ef335754
GIT binary patch
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A2LJ#7

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HcmV?d00001

diff --git a/src/app/dashboard/ai-coach/cbt-dpp/page.tsx b/src/app/dashboard/ai-coach/cbt-dpp/page.tsx
index 2824658..5d2ff5c 100644
--- a/src/app/dashboard/ai-coach/cbt-dpp/page.tsx
+++ b/src/app/dashboard/ai-coach/cbt-dpp/page.tsx
@@ -1,21 +1,20 @@
-"use client"
+"use client"
 
 import { fetchWithAuth } from "@/lib/apiClient";
 import { Button } from "@/components/ui/button"
 import { Card, CardContent } from "@/components/ui/card"
-import { BrainCircuit, Play, CheckCircle2, Download, Filter, Lock, FileText, Eye, ShieldAlert, X, Sparkles, Share2, Maximize2, Minimize2, Zap } from "lucide-react"
+import { BrainCircuit, Play, CheckCircle2, Download, Filter, Lock, FileText, Eye, ShieldAlert, X, Sparkles, Share2, Maximize2, Minimize2 } from "lucide-react"
 
 import { useEffect, useState } from "react"
 import Link from "next/link"
 import { useActiveUser } from "@/hooks/useActiveUser"
 
-export default function AIDailyPracticePage() {
+export default function DPPPage() {
   const { user, userId } = useActiveUser()
   const [dpps, setDpps] = useState<any[]>([])
   const [attempts, setAttempts] = useState<any[]>([])
   const [loading, setLoading] = useState(true)
   const [dateFilter, setDateFilter] = useState("")
-  const [diffFilter, setDiffFilter] = useState("Mixed")
   const [selectedPdfDpp, setSelectedPdfDpp] = useState<any | null>(null)
   const [isFullScreen, setIsFullScreen] = useState(false)
   const [copiedShare, setCopiedShare] = useState(false)
@@ -74,9 +73,10 @@ export default function AIDailyPracticePage() {
       const scheduledDate = new Date(dpp.scheduled_date).toISOString().split('T')[0];
       if (scheduledDate !== dateFilter) return false;
     }
-    if (diffFilter !== "Mixed" && dpp.difficulty !== diffFilter) {
-      return false;
-    }
+    const isNeet = user?.target_exam === "NEET";
+    const title = dpp.title.toLowerCase();
+    if (isNeet && (title.includes("math") || title.includes("mth"))) return false;
+    if (!isNeet && title.includes("bio")) return false;
     return true;
   });
 
@@ -97,26 +97,18 @@ export default function AIDailyPracticePage() {
   const cleanTitle = (title: string) => title.replace(/\s*\(ExamEnum\.[^)]+\)/, '');
 
   return (
-    <div className="p-6 md:p-8 space-y-6 animate-in fade-in zoom-in-95 origin-top duration-500 max-w-7xl mx-auto">
-      {/* Page Header */}
-      <div className="border-b border-border/50 pb-6">
-        <div className="flex items-start justify-between gap-4 flex-wrap">
-          <div>
-            <h1 className="text-3xl md:text-4xl font-black tracking-tight flex items-center gap-3 mb-1">
+    <div className="p-8 space-y-8 animate-in fade-in zoom-in-95 origin-top duration-500 max-w-7xl mx-auto">
+      <div className="flex flex-col md:flex-row md:items-center justify-between p-8 bg-gradient-to-r from-secondary/50 to-background border border-border rounded-2xl shadow-sm gap-6">
+        <div>
+          <h1 className="text-3xl md:text-4xl font-black tracking-tight flex items-center gap-3 mb-2">
               <span className="p-2.5 rounded-xl bg-cyan-50 dark:bg-[var(--cyan-ai-10)] border border-cyan-300/60 dark:border-[var(--cyan-ai-20)]">
                 <Zap className="text-cyan-700 dark:text-[var(--cyan-ai)]" size={28} />
               </span>
               PrepPilot AI
             </h1>
-            <p className="text-muted-foreground text-base font-medium max-w-2xl pl-1">
-              Launch AI-generated Daily Practice Problems (DPPs) tailored to your exam pattern and weak areas.
-            </p>
-          </div>
-          <div className="flex items-center gap-2 shrink-0">
-            <span className="text-xs font-bold uppercase tracking-wider text-[var(--cyan-ai)] bg-cyan-50 dark:bg-[var(--cyan-ai-10)] border border-cyan-300/60 dark:border-[var(--cyan-ai-20)] px-3 py-1.5 rounded-full flex items-center gap-1.5">
-              <BrainCircuit size={12} /> AI Powered
-            </span>
-          </div>
+          <p className="text-muted-foreground font-medium max-w-xl">
+            Hyper-personalized problem sets generated daily by our AI Evaluator to target your specific weak areas based on past exam performance.
+          </p>
         </div>
       </div>
 
@@ -134,9 +126,21 @@ export default function AIDailyPracticePage() {
               {diff}
             </button>
           ))}
+          <div className="flex items-center gap-1 ml-2 text-xs text-muted-foreground bg-secondary/50 px-2 py-1 rounded-md">
+            <Lock size={12}/> Pro
+          </div>
         </div>
-        <Button variant="outline" className="gap-2 rounded-xl text-sm font-bold">
-          <Download size={16} /> Export as PDF
+        <Button 
+          variant="outline" 
+          onClick={() => {
+            navigator.clipboard.writeText(window.location.origin + '/dashboard/dpp');
+            setCopiedShare(true);
+            setTimeout(() => setCopiedShare(false), 2000);
+          }}
+          className="gap-2 rounded-xl text-sm font-bold border-primary/30 hover:bg-primary/10 text-primary transition-all shadow-sm"
+        >
+          {copiedShare ? <CheckCircle2 size={16} className="text-green-500" /> : <Share2 size={16} />} 
+          {copiedShare ? "Share Link Copied!" : "Share DPPs Link"}
         </Button>
       </div>
 
@@ -190,12 +194,10 @@ export default function AIDailyPracticePage() {
                   </div>
                   <h3 className="font-bold text-lg leading-tight group-hover:text-[var(--cyan-ai)] transition-colors">
                     {cleanTitle(dpp.title)}
-                  </h3>
-                  <div className="mt-1">
-                    <span className={`text-[10px] uppercase px-2 py-0.5 rounded-md border font-bold tracking-wider ${getDifficultyColor(dpp.difficulty)}`}>
+                    <span className={`ml-2 text-[10px] uppercase px-2 py-0.5 rounded-md border font-bold tracking-wider ${getDifficultyColor(dpp.difficulty)}`}>
                       {dpp.difficulty}
                     </span>
-                  </div>
+                  </h3>
                   <div className="text-sm text-muted-foreground mt-2 font-medium">
                     {count} Questions • {dpp.total_time} mins
                     {dpp.scheduled_date && (
@@ -217,19 +219,15 @@ export default function AIDailyPracticePage() {
                       <Button variant="outline" size="sm" className="font-bold border-border">Result</Button>
                     </Link>
                     {!isExpired && (
-                      <Link href={`/cbt/${dpp.id}`}>
-                        <Button variant="secondary" size="sm" className="font-bold bg-[var(--cyan-ai-10)] text-[var(--cyan-ai)] hover:bg-[var(--cyan-ai-20)] gap-2">
-                          <Play size={14} className="fill-current" /> Retake Test
-                        </Button>
-                      </Link>
+                      <Button onClick={() => setSelectedPdfDpp(dpp)} variant="secondary" size="sm" className="font-bold bg-[var(--cyan-ai-10)] text-[var(--cyan-ai)] hover:bg-[var(--cyan-ai-20)] gap-2">
+                        <Eye size={14} /> Read PDF
+                      </Button>
                     )}
                   </>
                 ) : (
-                  <Link href={`/cbt/${dpp.id}`}>
-                    <Button variant="secondary" size="sm" className="rounded-xl bg-[var(--cyan-ai)] text-black hover:bg-[var(--cyan-ai-80)] font-extrabold gap-2 text-xs shadow-[0_0_12px_rgba(12,96,96,0.2)]">
-                      <Play size={14} className="fill-black" /> Launch Practice Test
-                    </Button>
-                  </Link>
+                  <Button onClick={() => setSelectedPdfDpp(dpp)} variant="secondary" className="rounded-xl bg-primary/10 text-primary hover:bg-primary/20 font-bold gap-2 text-xs">
+                    <Eye size={14} /> Open PDF
+                  </Button>
                 )}
               </div>
             </CardContent>
@@ -249,7 +247,7 @@ export default function AIDailyPracticePage() {
                 </div>
                 <div>
                   <h3 className="font-black text-base sm:text-lg flex items-center gap-2">
-                    {selectedPdfDpp.title}
+                    {cleanTitle(selectedPdfDpp.title)}
                     <span className="text-[10px] bg-yellow-500/10 text-yellow-500 border border-yellow-500/20 px-2 py-0.5 rounded-full uppercase tracking-wider font-extrabold hidden md:inline-block">
                       Protected In-App PDF View
                     </span>
@@ -264,7 +262,7 @@ export default function AIDailyPracticePage() {
                   size="sm" 
                   variant="outline" 
                   onClick={() => {
-                    navigator.clipboard.writeText(window.location.origin + '/dashboard/ai-coach/cbt-dpp');
+                    navigator.clipboard.writeText(window.location.origin + '/dashboard/dpp');
                     setCopiedShare(true);
                     setTimeout(() => setCopiedShare(false), 2000);
                   }}
@@ -298,7 +296,7 @@ export default function AIDailyPracticePage() {
               </span>
               <Link href="/upgrade" className="hidden sm:block shrink-0 ml-2">
                 <Button size="sm" className="bg-amber-500 text-black hover:bg-amber-400 font-extrabold h-7 text-[11px] rounded-lg">
-                  Upgrade for Interactive Practice Mode →
+                  Upgrade for Interactive CBT Mode →
                 </Button>
               </Link>
             </div>
@@ -332,7 +330,7 @@ export default function AIDailyPracticePage() {
                 </Button>
                 <Link href="/upgrade">
                   <Button className="bg-[var(--cyan-ai)] text-black hover:bg-[var(--cyan-ai-80)] font-extrabold rounded-xl shadow-[0_0_15px_rgba(12,96,96,0.2)] text-xs h-9">
-                    <Sparkles size={14} className="mr-1.5" /> Upgrade to AI Coach
+                    <Sparkles size={14} className="mr-1.5" /> Upgrade to AI Coach for CBT
                   </Button>
                 </Link>
               </div>
diff --git a/src/app/dashboard/ai-coach/college-predictor/page.tsx b/src/app/dashboard/ai-coach/college-predictor/page.tsx
index 998b583..ab6a25c 100644
--- a/src/app/dashboard/ai-coach/college-predictor/page.tsx
+++ b/src/app/dashboard/ai-coach/college-predictor/page.tsx
@@ -1,39 +1,45 @@
 "use client"
 
 import { useState, useEffect } from "react"
-import { CollegePredictorCard } from "@/components/AI/CollegePredictorCard"
-import { Card, CardContent } from "@/components/ui/card"
-import { GraduationCap, Building2, Award, CheckCircle2, TrendingUp, MapPin, Users, BarChart2 } from "lucide-react"
-import Link from "next/link"
+import { Card, CardContent, CardHeader, CardTitle, CardDescription } from "@/components/ui/card"
+import { GraduationCap, BrainCircuit, LineChart as LineChartIcon } from "lucide-react"
+import { LineChart, Line, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer } from 'recharts'
+import { useActiveUser, isDemoUser } from "@/hooks/useActiveUser"
 
-const DEMO_IDS = new Set([
-  "11111111-1111-1111-1111-111111111111",
-  "22222222-2222-2222-2222-222222222222",
-  "33333333-3333-3333-3333-333333333333",
-  "44444444-4444-4444-4444-444444444444"
-]);
-
-function isDemoUser(id: string): boolean {
-  return !!id && DEMO_IDS.has(id);
-}
-
-const CUTOFF_TRENDS = [
-  { year: "2021", rank: 3800 },
-  { year: "2022", rank: 3500 },
-  { year: "2023", rank: 3200 },
-  { year: "2024", rank: 2950 },
-  { year: "2025", rank: 2750 },
+const DEMO_TREND_DATA = [
+  { name: 'Week 1', rank: 4500, label: 'NIT Trichy CSE' },
+  { name: 'Week 2', rank: 4100 },
+  { name: 'Week 3', rank: 3800 },
+  { name: 'Week 4', rank: 3300 },
+  { name: 'Week 5', rank: 2900 },
+  { name: 'Week 6', rank: 2750, label: 'IIT Roorkee' },
 ]
 
+const ZERO_TREND_DATA = [
+  { name: 'Week 1', rank: 0 },
+  { name: 'Week 2', rank: 0 },
+  { name: 'Week 3', rank: 0 },
+  { name: 'Week 4', rank: 0 },
+  { name: 'Week 5', rank: 0 },
+  { name: 'Week 6', rank: 0 },
+]
+
+// Custom Label to permanently show text on the graph (not on hover)
+const CustomLabel = (props: any) => {
+  const { x, y, stroke, value, index, data } = props;
+  const point = data[index];
+  if (!point || !point.label) return null;
+  return (
+    <text x={x} y={y - 15} fill="#fff" fontSize={12} fontWeight="bold" textAnchor="middle">
+      {point.label}
+    </text>
+  );
+};
+
 export default function CollegePredictorPage() {
-  const [isDemo, setIsDemo] = useState(false);
-  useEffect(() => {
-    if (typeof window !== 'undefined') {
-      const id = localStorage.getItem('activeUserId');
-      setIsDemo(isDemoUser(id ?? ''));
-    }
-  }, []);
-  const maxRank = Math.max(...CUTOFF_TRENDS.map(d => d.rank))
+  const { userId } = useActiveUser()
+  const isDemo = isDemoUser(userId)
+  const trendData = isDemo ? DEMO_TREND_DATA : ZERO_TREND_DATA
 
   return (
     <div className="p-6 md:p-8 space-y-8 animate-in fade-in zoom-in-95 origin-top duration-500 max-w-7xl mx-auto min-h-screen">
@@ -45,10 +51,10 @@ export default function CollegePredictorPage() {
               <span className="p-2.5 rounded-xl bg-cyan-50 dark:bg-[var(--cyan-ai-10)] border border-cyan-300/60 dark:border-[var(--cyan-ai-20)]">
                 <GraduationCap className="text-cyan-700 dark:text-[var(--cyan-ai)]" size={28} />
               </span>
-              AI College &amp; Cutoff Predictor
+              College Predictor
             </h1>
             <p className="text-muted-foreground text-base font-medium max-w-2xl pl-1">
-              Discover your probable target medical &amp; engineering colleges based on current mock exam scores and historical cutoffs.
+              Discover your probable target medical & engineering colleges based on current mock exam scores and historical cutoffs.
             </p>
           </div>
           <span className="text-xs font-bold uppercase tracking-wider text-[var(--cyan-ai)] bg-cyan-50 dark:bg-[var(--cyan-ai-10)] border border-cyan-300/60 dark:border-[var(--cyan-ai-20)] px-3 py-1.5 rounded-full flex items-center gap-1.5 shrink-0 self-start">
@@ -57,97 +63,69 @@ export default function CollegePredictorPage() {
         </div>
       </div>
 
-      {/* Summary KPI Strip */}
-      <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
-        {[
-          { label: "Predicted Rank", value: isDemo ? "~4,200" : "--", icon: <TrendingUp size={18} className="text-[var(--cyan-ai)]" />, color: "border-[var(--cyan-ai-20)] bg-[var(--cyan-ai-10)]" },
-          { label: "Target Colleges", value: isDemo ? "12" : "0", icon: <Building2 size={18} className="text-amber-400" />, color: "border-amber-400/20 bg-amber-400/5" },
-          { label: "Reach Colleges", value: isDemo ? "5" : "0", icon: <MapPin size={18} className="text-purple-400" />, color: "border-purple-400/20 bg-purple-400/5" },
-          { label: "Safe Colleges", value: isDemo ? "18" : "0", icon: <CheckCircle2 size={18} className="text-green-400" />, color: "border-green-400/20 bg-green-400/5" },
-        ].map((kpi) => (
-          <Card key={kpi.label} className={`rounded-2xl border ${kpi.color} hover:scale-[1.02] transition-transform`}>
-            <CardContent className="p-5 flex flex-col gap-2">
-              {kpi.icon}
-              <div className="text-2xl font-black">{kpi.value}</div>
-              <div className="text-xs font-semibold text-muted-foreground uppercase tracking-wider">{kpi.label}</div>
-            </CardContent>
-          </Card>
-        ))}
-      </div>
-
-      <div className="grid grid-cols-1 lg:grid-cols-3 gap-8">
-        <div className="lg:col-span-2 space-y-8">
-          {/* College Predictor */}
-          <CollegePredictorCard />
-
-          {/* Cutoff Trend Chart */}
-          <Card className="p-6 bg-secondary/10 border-border/60 rounded-3xl">
-            <div className="flex items-center gap-2 mb-6">
-              <BarChart2 size={20} className="text-[var(--cyan-ai)]" />
-              <h3 className="text-lg font-extrabold tracking-tight">NIT Trichy CSE — Closing Rank Trend</h3>
-              <span className="ml-auto text-xs font-bold text-green-400 bg-green-400/10 border border-green-400/20 px-2.5 py-1 rounded-full flex items-center gap-1">
-                <TrendingUp size={11} /> Improving Cutoffs
-              </span>
-            </div>
-            <div className="flex items-end gap-4 h-32 px-2">
-              {CUTOFF_TRENDS.map((d, i) => (
-                <div key={d.year} className="flex flex-col items-center gap-1.5 flex-1">
-                  <span className="text-xs font-black text-muted-foreground">{d.rank.toLocaleString()}</span>
-                  <div
-                    className={`w-full rounded-t-md transition-all duration-700 ${i === CUTOFF_TRENDS.length - 1 ? "bg-gradient-to-t from-[var(--cyan-ai-50)] to-[var(--cyan-ai)]" : "bg-gradient-to-t from-white/10 to-white/25"}`}
-                    style={{ height: `${(d.rank / maxRank) * 80}px` }}
-                  />
-                  <span className="text-xs text-muted-foreground font-semibold">{d.year}</span>
-                </div>
-              ))}
-            </div>
-            <p className="text-xs text-muted-foreground mt-4 pl-1">Closing rank trend: cutoffs are improving, meaning competition is easing. Your predicted rank of ~4,200 is within Target range.</p>
-          </Card>
-        </div>
+      <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
+        {/* Left Box: Graph */}
+        <Card className="col-span-1 lg:col-span-2 border-border shadow-sm bg-background">
+          <CardHeader>
+            <CardTitle className="flex items-center gap-2"><LineChartIcon className="text-[var(--cyan-ai)]" size={20} /> College & Branch Legacy Prediction</CardTitle>
+            <CardDescription>
+              {isDemo ? "Your projected admission chances mapped over your prep weeks." : "Your college trajectory will plot here as you complete tests."}
+            </CardDescription>
+          </CardHeader>
+          <CardContent className="h-[350px] mt-4">
+            <ResponsiveContainer width="100%" height="100%">
+              <LineChart data={trendData} margin={{ top: 25, right: 30, bottom: 5, left: 10 }}>
+                {/* User said static line, not dotted. So removed strokeDasharray from grid? Let's make it solid if they mean grid, or just the line. Line is monotone. */}
+                <CartesianGrid stroke="#333" vertical={false} />
+                <XAxis dataKey="name" stroke="#888" tick={{ fill: '#888' }} />
+                <YAxis stroke="#888" tick={{ fill: '#888' }} domain={[0, 5000]} reversed={true} />
+                <Tooltip 
+                  contentStyle={{ backgroundColor: '#1f2937', borderColor: '#374151', borderRadius: '8px' }}
+                  itemStyle={{ color: 'var(--cyan-ai)' }}
+                  formatter={(value: any) => [`Rank: ${value}`, 'Prediction']}
+                />
+                <Line 
+                  type="linear" 
+                  dataKey="rank" 
+                  stroke="var(--cyan-ai)" 
+                  strokeWidth={3} 
+                  dot={{ r: 4, fill: 'var(--cyan-ai)' }} 
+                  activeDot={{ r: 6 }} 
+                  label={<CustomLabel data={trendData} />}
+                />
+              </LineChart>
+            </ResponsiveContainer>
+          </CardContent>
+        </Card>
 
+        {/* Right Box: AI Analysis (Text Only) */}
         <div className="space-y-6">
-          <Card className="p-6 bg-gradient-to-br from-[var(--cyan-ai-10)] via-secondary/20 to-background border border-[var(--cyan-ai-30)] rounded-3xl space-y-4">
-            <h3 className="text-base font-black tracking-tight text-[var(--cyan-ai)] flex items-center gap-2">
-              <Award size={18} /> Cutoff Modelling Parameters
-            </h3>
-            <ul className="space-y-3 text-sm font-medium text-muted-foreground">
-              <li className="flex items-start gap-2">
-                <CheckCircle2 size={16} className="text-[var(--cyan-ai)] shrink-0 mt-0.5" />
-                <span>Trained on <strong className="text-foreground">100,000+ candidate rank trends</strong> across 2021–2025 counselling rounds.</span>
-              </li>
-              <li className="flex items-start gap-2">
-                <CheckCircle2 size={16} className="text-[var(--cyan-ai)] shrink-0 mt-0.5" />
-                <span>Supports <strong className="text-foreground">All India Quota (AIQ)</strong> &amp; State Quota seat adjustments.</span>
-              </li>
-              <li className="flex items-start gap-2">
-                <CheckCircle2 size={16} className="text-[var(--cyan-ai)] shrink-0 mt-0.5" />
-                <span>Simulates <strong className="text-foreground">category reservation cutoffs</strong>: General, OBC, SC, ST, EWS.</span>
-              </li>
-              <li className="flex items-start gap-2">
-                <CheckCircle2 size={16} className="text-[var(--cyan-ai)] shrink-0 mt-0.5" />
-                <span>Score updated daily as you complete more mock tests.</span>
-              </li>
-            </ul>
-          </Card>
-
-          <Card className="p-6 bg-secondary/10 border-border/60 rounded-3xl space-y-3">
-            <h3 className="text-base font-black text-muted-foreground uppercase tracking-wider flex items-center gap-2">
-              <Users size={16} className="text-amber-400" /> Improve Your Rank
-            </h3>
-            <ul className="space-y-2.5 text-sm text-muted-foreground font-medium">
-              <li className="flex items-start gap-2">
-                <span className="text-amber-400 font-black shrink-0">+15 marks</span>
-                <span>in Maths &rarr; upgrades you from NIT Trichy to <strong className="text-foreground">IIT Roorkee</strong></span>
-              </li>
-              <li className="flex items-start gap-2">
-                <span className="text-[var(--cyan-ai)] font-black shrink-0">Fix Optics</span>
-                <span>errors to recover ~8 marks in Physics alone</span>
-              </li>
-              <li className="flex items-start gap-2">
-                <span className="text-green-400 font-black shrink-0">Boost Speed</span>
-                <span>from 45s → 38s/Q gives you ~12 extra attempt opportunities</span>
-              </li>
-            </ul>
+          <Card className="border-[var(--cyan-ai-30)] bg-[var(--cyan-ai-10)] h-full">
+            <CardHeader className="pb-2">
+              <CardTitle className="text-lg flex items-center gap-2"><BrainCircuit size={18} className="text-[var(--cyan-ai)]"/> AI Analysis</CardTitle>
+            </CardHeader>
+            <CardContent>
+              {isDemo ? (
+                <ul className="space-y-4 text-sm text-foreground/90 font-medium">
+                  <li className="flex items-start gap-3">
+                    <span className="text-amber-400 font-black shrink-0">+15 marks</span>
+                    <span>in Maths &rarr; upgrades you from NIT Trichy to <strong className="text-foreground">IIT Roorkee</strong></span>
+                  </li>
+                  <li className="flex items-start gap-3">
+                    <span className="text-[var(--cyan-ai)] font-black shrink-0">Fix Optics</span>
+                    <span>errors to recover ~8 marks in Physics alone</span>
+                  </li>
+                  <li className="flex items-start gap-3">
+                    <span className="text-green-400 font-black shrink-0">Boost Speed</span>
+                    <span>from 45s ? 38s/Q gives you ~12 extra attempt opportunities</span>
+                  </li>
+                </ul>
+              ) : (
+                <p className="text-sm text-foreground/80 leading-relaxed font-medium">
+                  Complete your first diagnostic test or DPP to unlock personalized AI college predictions and target recommendations.
+                </p>
+              )}
+            </CardContent>
           </Card>
         </div>
       </div>
diff --git a/src/app/dashboard/dpp/page.tsx b/src/app/dashboard/dpp/page.tsx
index d909703..935fbe3 100644
--- a/src/app/dashboard/dpp/page.tsx
+++ b/src/app/dashboard/dpp/page.tsx
@@ -1,20 +1,21 @@
-"use client"
+"use client"
 
 import { fetchWithAuth } from "@/lib/apiClient";
 import { Button } from "@/components/ui/button"
 import { Card, CardContent } from "@/components/ui/card"
-import { BrainCircuit, Play, CheckCircle2, Download, Filter, Lock, FileText, Eye, ShieldAlert, X, Sparkles, Share2, Maximize2, Minimize2 } from "lucide-react"
+import { BrainCircuit, Play, CheckCircle2, Download, Filter, Lock, FileText, Eye, ShieldAlert, X, Sparkles, Share2, Maximize2, Minimize2, Zap } from "lucide-react"
 
 import { useEffect, useState } from "react"
 import Link from "next/link"
 import { useActiveUser } from "@/hooks/useActiveUser"
 
-export default function DPPPage() {
+export default function AIDailyPracticePage() {
   const { user, userId } = useActiveUser()
   const [dpps, setDpps] = useState<any[]>([])
   const [attempts, setAttempts] = useState<any[]>([])
   const [loading, setLoading] = useState(true)
   const [dateFilter, setDateFilter] = useState("")
+  
   const [selectedPdfDpp, setSelectedPdfDpp] = useState<any | null>(null)
   const [isFullScreen, setIsFullScreen] = useState(false)
   const [copiedShare, setCopiedShare] = useState(false)
@@ -73,10 +74,7 @@ export default function DPPPage() {
       const scheduledDate = new Date(dpp.scheduled_date).toISOString().split('T')[0];
       if (scheduledDate !== dateFilter) return false;
     }
-    const isNeet = user?.target_exam === "NEET";
-    const title = dpp.title.toLowerCase();
-    if (isNeet && (title.includes("math") || title.includes("mth"))) return false;
-    if (!isNeet && title.includes("bio")) return false;
+    
     return true;
   });
 
@@ -97,13 +95,21 @@ export default function DPPPage() {
   const cleanTitle = (title: string) => title.replace(/\s*\(ExamEnum\.[^)]+\)/, '');
 
   return (
-    <div className="p-8 space-y-8 animate-in fade-in zoom-in-95 origin-top duration-500 max-w-7xl mx-auto">
-      <div className="flex flex-col md:flex-row md:items-center justify-between p-8 bg-gradient-to-r from-secondary/50 to-background border border-border rounded-2xl shadow-sm gap-6">
-        <div>
-          <h1 className="text-3xl font-bold tracking-tight mb-2">Daily Practice Problems (DPP)</h1>
-          <p className="text-muted-foreground font-medium max-w-xl">
-            Hyper-personalized problem sets generated daily by our AI Evaluator to target your specific weak areas based on past exam performance.
-          </p>
+    <div className="p-6 md:p-8 space-y-6 animate-in fade-in zoom-in-95 origin-top duration-500 max-w-7xl mx-auto">
+      {/* Page Header */}
+      <div className="border-b border-border/50 pb-6">
+        <div className="flex items-start justify-between gap-4 flex-wrap">
+          <div>
+            <h1 className="text-3xl md:text-4xl font-black tracking-tight flex items-center gap-3 mb-1">
+              <span className="p-2.5 rounded-xl bg-cyan-50 dark:bg-[var(--cyan-ai-10)] border border-cyan-300/60 dark:border-[var(--cyan-ai-20)]">
+                <FileText className="text-primary" size={28} /></span>
+              Daily Practice (DPP)
+            </h1>
+            <p className="text-muted-foreground text-base font-medium max-w-2xl pl-1">
+              Launch Daily Practice Problems (DPPs) tailored to your exam pattern.
+            </p>
+          </div>
+          
         </div>
       </div>
 
@@ -115,27 +121,10 @@ export default function DPPPage() {
             onChange={(e) => setDateFilter(e.target.value)}
             className="px-3 py-1.5 bg-background border border-border rounded-lg text-xs font-bold focus:ring-2 focus:ring-[var(--cyan-ai)] outline-none text-muted-foreground mr-2"
           />
-          <span className="text-sm font-bold text-muted-foreground mr-2"><Filter size={16} className="inline mr-1"/> Difficulty:</span>
-          {['Mixed', 'Easy', 'Medium', 'Hard'].map((diff) => (
-            <button key={diff} className={`px-3 py-1.5 rounded-lg text-xs font-bold border transition-colors ${diff === 'Mixed' ? 'bg-primary text-primary-foreground border-primary' : 'bg-background text-muted-foreground border-border hover:border-primary/50'}`}>
-              {diff}
-            </button>
-          ))}
-          <div className="flex items-center gap-1 ml-2 text-xs text-muted-foreground bg-secondary/50 px-2 py-1 rounded-md">
-            <Lock size={12}/> Pro
-          </div>
+          
         </div>
-        <Button 
-          variant="outline" 
-          onClick={() => {
-            navigator.clipboard.writeText(window.location.origin + '/dashboard/dpp');
-            setCopiedShare(true);
-            setTimeout(() => setCopiedShare(false), 2000);
-          }}
-          className="gap-2 rounded-xl text-sm font-bold border-primary/30 hover:bg-primary/10 text-primary transition-all shadow-sm"
-        >
-          {copiedShare ? <CheckCircle2 size={16} className="text-green-500" /> : <Share2 size={16} />} 
-          {copiedShare ? "Share Link Copied!" : "Share DPPs Link"}
+        <Button variant="outline" className="gap-2 rounded-xl text-sm font-bold">
+          <Download size={16} /> Export as PDF
         </Button>
       </div>
 
@@ -189,10 +178,12 @@ export default function DPPPage() {
                   </div>
                   <h3 className="font-bold text-lg leading-tight group-hover:text-[var(--cyan-ai)] transition-colors">
                     {cleanTitle(dpp.title)}
-                    <span className={`ml-2 text-[10px] uppercase px-2 py-0.5 rounded-md border font-bold tracking-wider ${getDifficultyColor(dpp.difficulty)}`}>
+                  </h3>
+                  <div className="mt-1">
+                    <span className={`text-[10px] uppercase px-2 py-0.5 rounded-md border font-bold tracking-wider ${getDifficultyColor(dpp.difficulty)}`}>
                       {dpp.difficulty}
                     </span>
-                  </h3>
+                  </div>
                   <div className="text-sm text-muted-foreground mt-2 font-medium">
                     {count} Questions • {dpp.total_time} mins
                     {dpp.scheduled_date && (
@@ -214,15 +205,19 @@ export default function DPPPage() {
                       <Button variant="outline" size="sm" className="font-bold border-border">Result</Button>
                     </Link>
                     {!isExpired && (
-                      <Button onClick={() => setSelectedPdfDpp(dpp)} variant="secondary" size="sm" className="font-bold bg-[var(--cyan-ai-10)] text-[var(--cyan-ai)] hover:bg-[var(--cyan-ai-20)] gap-2">
-                        <Eye size={14} /> Read PDF
-                      </Button>
+                      <Link href={`/cbt/${dpp.id}`}>
+                        <Button variant="secondary" size="sm" className="font-bold bg-[var(--cyan-ai-10)] text-[var(--cyan-ai)] hover:bg-[var(--cyan-ai-20)] gap-2">
+                          <Play size={14} className="fill-current" /> Retake Test
+                        </Button>
+                      </Link>
                     )}
                   </>
                 ) : (
-                  <Button onClick={() => setSelectedPdfDpp(dpp)} variant="secondary" className="rounded-xl bg-primary/10 text-primary hover:bg-primary/20 font-bold gap-2 text-xs">
-                    <Eye size={14} /> Open PDF
-                  </Button>
+                  <Link href={`/cbt/${dpp.id}`}>
+                    <Button variant="secondary" size="sm" className="rounded-xl bg-[var(--cyan-ai)] text-black hover:bg-[var(--cyan-ai-80)] font-extrabold gap-2 text-xs shadow-[0_0_12px_rgba(12,96,96,0.2)]">
+                      <Play size={14} className="fill-black" /> Launch Practice Test
+                    </Button>
+                  </Link>
                 )}
               </div>
             </CardContent>
@@ -242,7 +237,7 @@ export default function DPPPage() {
                 </div>
                 <div>
                   <h3 className="font-black text-base sm:text-lg flex items-center gap-2">
-                    {cleanTitle(selectedPdfDpp.title)}
+                    {selectedPdfDpp.title}
                     <span className="text-[10px] bg-yellow-500/10 text-yellow-500 border border-yellow-500/20 px-2 py-0.5 rounded-full uppercase tracking-wider font-extrabold hidden md:inline-block">
                       Protected In-App PDF View
                     </span>
@@ -257,7 +252,7 @@ export default function DPPPage() {
                   size="sm" 
                   variant="outline" 
                   onClick={() => {
-                    navigator.clipboard.writeText(window.location.origin + '/dashboard/dpp');
+                    navigator.clipboard.writeText(window.location.origin + '/dashboard/ai-coach/cbt-dpp');
                     setCopiedShare(true);
                     setTimeout(() => setCopiedShare(false), 2000);
                   }}
@@ -291,7 +286,7 @@ export default function DPPPage() {
               </span>
               <Link href="/upgrade" className="hidden sm:block shrink-0 ml-2">
                 <Button size="sm" className="bg-amber-500 text-black hover:bg-amber-400 font-extrabold h-7 text-[11px] rounded-lg">
-                  Upgrade for Interactive CBT Mode →
+                  Upgrade for Interactive Practice Mode →
                 </Button>
               </Link>
             </div>
@@ -325,7 +320,7 @@ export default function DPPPage() {
                 </Button>
                 <Link href="/upgrade">
                   <Button className="bg-[var(--cyan-ai)] text-black hover:bg-[var(--cyan-ai-80)] font-extrabold rounded-xl shadow-[0_0_15px_rgba(12,96,96,0.2)] text-xs h-9">
-                    <Sparkles size={14} className="mr-1.5" /> Upgrade to AI Coach for CBT
+                    <Sparkles size={14} className="mr-1.5" /> Upgrade to AI Coach
                   </Button>
                 </Link>
               </div>
diff --git a/src/app/dashboard/layout.tsx b/src/app/dashboard/layout.tsx
index fa80736..dc40dc6 100644
--- a/src/app/dashboard/layout.tsx
+++ b/src/app/dashboard/layout.tsx
@@ -144,7 +144,14 @@ export default function DashboardLayout({ children }: { children: ReactNode }) {
           )}
           
           <NavItem section="pro" href="/dashboard" icon={<LayoutDashboard size={17} />} label="Overview" active={pathname === "/dashboard"} />
-          <NavItem section="pro" href="/dashboard/leaderboard" icon={<Trophy size={17} />} label="Leaderboard" active={pathname.startsWith("/dashboard/leaderboard")} isLocked={!hasAccessTo("chapter-wise-progress-tracking")} />
+          <NavItem 
+            section="pro"
+            href="/dashboard/dpp" 
+            icon={<FileText size={17} />} 
+            label="Daily Practice (DPP)" 
+            active={pathname.startsWith("/dashboard/dpp")} 
+            isLocked={!hasAccessTo("chapter-wise-progress-tracking")}
+          />
           <NavItem 
             section="pro"
             href="/dashboard/progress" 
@@ -161,15 +168,7 @@ export default function DashboardLayout({ children }: { children: ReactNode }) {
             active={pathname.startsWith("/dashboard/cbt")} 
             isLocked={!hasAccessTo("weekly-test-series")}
           />
-          {/* <NavItem 
-            section="pro"
-            href="/dashboard/dpp" 
-            icon={<FileText size={17} />} 
-            label="Daily Practice (DPP)" 
-            active={pathname.startsWith("/dashboard/dpp")} 
-            isLocked={!hasAccessTo("chapter-wise-progress-tracking")}
-          /> */}
-
+          <NavItem section="pro" href="/dashboard/leaderboard" icon={<Trophy size={17} />} label="Leaderboard" active={pathname.startsWith("/dashboard/leaderboard")} isLocked={!hasAccessTo("chapter-wise-progress-tracking")} />
           <NavItem 
             section="pro"
             href="/dashboard/community"