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- Skill assessment quiz with 6 interactive questions
- 5 professional learning paths (Full Stack, Data Science, iOS, DevOps, UI/UX)
- Weekly milestone tracker with interactive timeline
- Progress visualization with charts and analytics
- Community recommendations with ratings and completion times
- 200+ curated learning resources
- Time-to-completion estimates for all paths
- Dashboard integration with Quick Actions card
- Navbar integration with Learning Paths link
- TypeScript support with full type safety
Copilot AI review requested due to automatic review settings January 27, 2026 21:19
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vercel bot commented Jan 27, 2026

@Ayaanshaikh12243 is attempting to deploy a commit to the Darshan Rajput's projects Team on Vercel.

A member of the Team first needs to authorize it.

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@Darshan3690 done added in the dasboard ss add kiya hoo mene

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Pull request overview

This pull request implements two major features addressing Issue #275: a Tech Stack Explorer and a Learning Path Recommender system. The implementation adds comprehensive educational tools to help developers choose technology stacks and follow structured learning paths.

Changes:

  • Tech Stack Explorer with filtering, comparison, and detailed information for 9 popular tech stacks
  • Learning Path Recommender with skill assessment, 5 curated learning paths, milestone tracking, and progress visualization
  • Integration with dashboard and navigation for easy access to both features

Reviewed changes

Copilot reviewed 16 out of 16 changed files in this pull request and generated 16 comments.

Show a summary per file
File Description
app/tech-stack-explorer/page.tsx Main page with browse/comparison modes, stats dashboard, and decision helper
app/tech-stack-explorer/data/techstacks.ts Data structure for 9 tech stacks with comprehensive details and utility functions
app/tech-stack-explorer/components/StackCard.tsx Expandable cards displaying full stack details including pros/cons, salaries, and real-world projects
app/tech-stack-explorer/components/FilterBar.tsx Filtering system by difficulty, job demand, and search with comparison selection
app/tech-stack-explorer/components/ComparisonTable.tsx Side-by-side comparison table with visual metrics and salary comparison
app/learning-paths/page.tsx Main page with 5 view modes: home, assessment, browse, tracking, and visualization
app/learning-paths/data/paths.ts 5 learning paths with milestones, resources, projects, and community recommendations
app/learning-paths/components/SkillAssessment.tsx Interactive 6-question quiz with progress tracking and score breakdown
app/learning-paths/components/ProgressVisualization.tsx Charts showing weekly progress, skill development, and content distribution using recharts
app/learning-paths/components/MilestoneTracker.tsx Interactive timeline with task checklists and progress statistics
app/learning-paths/components/LearningPathCard.tsx Expandable cards with detailed path information, reviews, and resources
app/dashboard/page.tsx Added two new quick action cards for Tech Stack Explorer and Learning Paths
app/components/Navbar.tsx Added navigation links to both new features

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Comment on lines +39 to +41
<div className={`text-sm font-bold mt-1 ${getDifficultyColor(stack.learningDifficulty).split(' ')[2]}`}>
{stack.learningDifficulty}
</div>
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The getDifficultyColor function extracts only the third class from the result by using .split(' ')[2], which is fragile. If the order of classes in the getDifficultyColor function changes, this will break. Consider either returning just the color class from getDifficultyColor, or using a separate function specifically for getting the text color.

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Comment on lines +11 to +33
// Mock data for visualization
const weeklyProgress = [
{ week: 1, completed: 1, target: 1, hours: 15 },
{ week: 2, completed: 2, target: 2, hours: 18 },
{ week: 3, completed: 2, target: 3, hours: 14 },
{ week: 4, completed: 3, target: 4, hours: 16 },
{ week: 5, completed: 4, target: 5, hours: 20 },
];

const skillProgress = [
{ name: 'Frontend', progress: 75 },
{ name: 'Backend', progress: 60 },
{ name: 'Database', progress: 45 },
{ name: 'DevOps', progress: 30 },
];

const categoryDistribution = [
{ name: 'Videos', value: 40 },
{ name: 'Documentation', value: 30 },
{ name: 'Projects', value: 20 },
{ name: 'Practice', value: 10 },
];

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The ProgressVisualization component uses hardcoded mock data instead of actual progress data from the path. The weeklyProgress, skillProgress, and categoryDistribution arrays contain static values that don't reflect the user's actual progress. This makes the visualization misleading and not useful for tracking real progress. Consider either removing this component until real progress tracking is implemented, or clearly label it as "Sample Data" or "Demo Mode".

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{/* Tracking View */}
{viewMode === 'tracking' && selectedPath && (
<MilestoneTracker path={selectedPath} currentWeek={1} />
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The currentWeek prop in MilestoneTracker is hardcoded to 1 when the component is called from the main page. This means the "current week" indicator will always show week 1, regardless of actual progress. The currentWeek should either be calculated based on time elapsed since starting the path, or removed if not being properly tracked.

Suggested change
<MilestoneTracker path={selectedPath} currentWeek={1} />
<MilestoneTracker path={selectedPath} />

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Comment on lines +89 to +90
const isCurrent = currentWeek === milestone.week;

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In the MilestoneTracker component, the isCurrent check compares currentWeek === milestone.week, but milestone.week values are not sequential (e.g., 1, 5, 10, 16, 20, 24). This means most weeks won't match any milestone, making the "current" indicator rarely show. The logic should be revised to determine which milestone is current based on whether it's the next incomplete milestone, rather than matching week numbers.

Suggested change
const isCurrent = currentWeek === milestone.week;
const isCurrent = (() => {
// Determine the "current" milestone as the next incomplete one.
const nextIncompleteForCurrentWeek =
path.milestones.find(
(m) =>
m.week >= currentWeek &&
!completedMilestones.includes(m.week),
) ??
path.milestones.find(
(m) => !completedMilestones.includes(m.week),
);
return nextIncompleteForCurrentWeek
? nextIncompleteForCurrentWeek.week === milestone.week
: false;
})();

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Comment on lines +795 to +797
return learningPaths[3]; // DevOps (advanced)
} else {
return learningPaths[4]; // Design (specialized)
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The getRecommendedPath function has a logical issue. When avgScore is greater than or equal to 0.8, it returns learningPaths[4] (UI/UX Design), which is a Beginner-level path. This doesn't make sense as users with high assessment scores (80%+) should be recommended more advanced paths, not a beginner path. The recommendation logic should be revised to recommend more challenging paths for users with higher scores.

Suggested change
return learningPaths[3]; // DevOps (advanced)
} else {
return learningPaths[4]; // Design (specialized)
return learningPaths[4]; // Design (specialized)
} else {
return learningPaths[3]; // DevOps (advanced)

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import { LearningPath } from '../data/paths';
import { useState } from 'react';
import { CheckCircle, Circle, Lock } from 'lucide-react';
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Unused import Lock.

Suggested change
import { CheckCircle, Circle, Lock } from 'lucide-react';
import { CheckCircle, Circle } from 'lucide-react';

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import LearningPathCard from './components/LearningPathCard';
import MilestoneTracker from './components/MilestoneTracker';
import ProgressVisualization from './components/ProgressVisualization';
import { Zap, BookOpen, TrendingUp, Users, Clock, Target } from 'lucide-react';
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Unused import BookOpen.

Suggested change
import { Zap, BookOpen, TrendingUp, Users, Clock, Target } from 'lucide-react';
import { Zap, TrendingUp, Users, Clock, Target } from 'lucide-react';

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Comment on lines +15 to +20
const [assessmentScores, setAssessmentScores] = useState<Record<string, number> | null>(null);
const [recommendedPath, setRecommendedPath] = useState<LearningPath | null>(null);
const [selectedPath, setSelectedPath] = useState<LearningPath | null>(null);

const handleAssessmentComplete = (scores: Record<string, number>) => {
setAssessmentScores(scores);
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Unused variable assessmentScores.

Suggested change
const [assessmentScores, setAssessmentScores] = useState<Record<string, number> | null>(null);
const [recommendedPath, setRecommendedPath] = useState<LearningPath | null>(null);
const [selectedPath, setSelectedPath] = useState<LearningPath | null>(null);
const handleAssessmentComplete = (scores: Record<string, number>) => {
setAssessmentScores(scores);
const [recommendedPath, setRecommendedPath] = useState<LearningPath | null>(null);
const [selectedPath, setSelectedPath] = useState<LearningPath | null>(null);
const handleAssessmentComplete = (scores: Record<string, number>) => {

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import { useState } from 'react';
import { TechStack } from '../data/techstacks';
import { X } from 'lucide-react';
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Unused import X.

Suggested change
import { X } from 'lucide-react';

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import StackCard from './components/StackCard';
import FilterBar from './components/FilterBar';
import ComparisonTable from './components/ComparisonTable';
import { BarChart3, Zap, Users, TrendingUp } from 'lucide-react';
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Unused imports Users, Zap.

Suggested change
import { BarChart3, Zap, Users, TrendingUp } from 'lucide-react';
import { BarChart3, TrendingUp } from 'lucide-react';

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