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ai-agent-opscursoragent
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Add interactive personality quiz matching users with AI agents
Co-authored-by: Cursor <cursoragent@cursor.com>
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‎app/quiz/page.tsx‎

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"use client";
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import { useState } from "react";
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import personalitiesData from "@/data/personalities.json";
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type Personality = {
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name: string;
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traits_vector: number[];
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bio: string;
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interests: string[];
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communication_style: string;
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};
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const PERSONALITIES: Personality[] = personalitiesData.personalities;
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// One question per trait dimension: strategy, detail, opportunity, technical, creativity
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const QUIZ_QUESTIONS: { question: string; options: { label: string; vector: number[] }[] }[] = [
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{
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question: "When tackling a problem, you prefer to:",
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options: [
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{ label: "Define the big picture and long-term plan first", vector: [0.9, 0.2, 0.3, 0.2, 0.3] },
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{ label: "Break it into steps and check each one carefully", vector: [0.2, 0.9, 0.2, 0.3, 0.2] },
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{ label: "Look for the best opportunity to make an impact", vector: [0.3, 0.2, 0.9, 0.2, 0.3] },
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{ label: "Build or fix something technical first", vector: [0.2, 0.3, 0.2, 0.9, 0.3] },
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{ label: "Experiment with creative or unusual ideas", vector: [0.3, 0.2, 0.3, 0.2, 0.9] },
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],
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},
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{
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question: "In meetings, you're most valuable when:",
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options: [
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{ label: "Setting direction and making decisive calls", vector: [0.9, 0.3, 0.4, 0.2, 0.3] },
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{ label: "Ensuring nothing is missed and details are correct", vector: [0.2, 0.9, 0.2, 0.4, 0.2] },
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{ label: "Spotting growth or partnership opportunities", vector: [0.4, 0.2, 0.9, 0.2, 0.3] },
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{ label: "Explaining how things work or proposing technical solutions", vector: [0.2, 0.4, 0.2, 0.9, 0.3] },
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{ label: "Brainstorming and inspiring new approaches", vector: [0.3, 0.2, 0.3, 0.2, 0.9] },
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],
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},
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{
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question: "Your ideal weekend project is:",
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options: [
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{ label: "Reviewing and refining your strategy or roadmap", vector: [0.9, 0.4, 0.3, 0.2, 0.3] },
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{ label: "Organizing data, processes, or checklists", vector: [0.2, 0.9, 0.2, 0.4, 0.2] },
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{ label: "Networking or exploring a new business idea", vector: [0.3, 0.2, 0.9, 0.2, 0.3] },
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{ label: "Coding, scripting, or tinkering with tech", vector: [0.2, 0.3, 0.2, 0.9, 0.3] },
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{ label: "Creating something—art, writing, or a prototype", vector: [0.3, 0.2, 0.3, 0.3, 0.9] },
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],
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},
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{
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question: "When someone asks for help, you usually:",
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options: [
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{ label: "Give clear direction and next steps", vector: [0.9, 0.3, 0.3, 0.2, 0.2] },
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{ label: "Walk through the details and double-check with them", vector: [0.2, 0.9, 0.2, 0.3, 0.2] },
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{ label: "Connect them with an opportunity or person", vector: [0.3, 0.2, 0.9, 0.2, 0.2] },
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{ label: "Explain the how/why and share resources or code", vector: [0.2, 0.3, 0.2, 0.9, 0.2] },
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{ label: "Suggest creative alternatives and reframes", vector: [0.2, 0.2, 0.2, 0.2, 0.9] },
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],
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},
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{
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question: "You feel most in flow when:",
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options: [
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{ label: "Leading a plan to completion", vector: [0.9, 0.4, 0.4, 0.2, 0.3] },
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{ label: "Making sure everything is accurate and consistent", vector: [0.2, 0.9, 0.2, 0.3, 0.2] },
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{ label: "Closing a deal or finding the next big opportunity", vector: [0.3, 0.2, 0.9, 0.2, 0.3] },
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{ label: "Solving a hard technical or logical puzzle", vector: [0.2, 0.3, 0.2, 0.9, 0.3] },
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{ label: "Creating something new that didn't exist before", vector: [0.3, 0.2, 0.3, 0.2, 0.9] },
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],
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},
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];
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function cosineSimilarity(a: number[], b: number[]): number {
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if (a.length !== b.length) return 0;
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let dot = 0, na = 0, nb = 0;
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for (let i = 0; i < a.length; i++) {
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dot += a[i] * b[i];
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na += a[i] * a[i];
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nb += b[i] * b[i];
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}
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const denom = Math.sqrt(na) * Math.sqrt(nb);
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return denom === 0 ? 0 : dot / denom;
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}
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function matchPersonality(userVector: number[]): { personality: Personality; score: number } {
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let best: { personality: Personality; score: number } = { personality: PERSONALITIES[0], score: 0 };
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for (const p of PERSONALITIES) {
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const score = cosineSimilarity(userVector, p.traits_vector);
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if (score > best.score) best = { personality: p, score };
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}
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return best;
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}
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export default function QuizPage() {
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const [step, setStep] = useState(0);
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const [userVector, setUserVector] = useState<number[]>(() => Array(5).fill(0));
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const [result, setResult] = useState<{ personality: Personality; score: number } | null>(null);
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const currentQuestion = QUIZ_QUESTIONS[step];
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const isLastStep = step === QUIZ_QUESTIONS.length - 1;
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const handleAnswer = (optionVector: number[]) => {
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const next = userVector.map((v, i) => v + optionVector[i]);
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setUserVector(next);
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if (isLastStep) {
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const normalized = next.map((v) => v / QUIZ_QUESTIONS.length);
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setResult(matchPersonality(normalized));
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} else {
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setStep((s) => s + 1);
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}
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};
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const handleRestart = () => {
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setStep(0);
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setUserVector(Array(5).fill(0));
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setResult(null);
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};
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if (result) {
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const { personality, score } = result;
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const compatibility = Math.round(score * 100);
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return (
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<div className="max-w-2xl mx-auto text-center">
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<h1 className="text-4xl md:text-5xl font-bold mb-4 bg-gradient-to-r from-pink-400 via-purple-400 to-cyan-400 bg-clip-text text-transparent">
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Your AI Agent Match
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</h1>
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<div className="bg-gradient-to-r from-pink-500/10 via-purple-500/10 to-cyan-500/10 rounded-2xl p-8 border border-white/10 text-left">
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<div className="flex items-center justify-between mb-6">
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<h2 className="text-3xl font-bold text-white">{personality.name}</h2>
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<span className="text-primary font-bold text-xl">{compatibility}% match</span>
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</div>
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<p className="text-white/80 mb-4">{personality.bio}</p>
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<p className="text-white/60 text-sm mb-4">
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<span className="font-medium text-white/80">Style: </span>
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{personality.communication_style}
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</p>
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<div>
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<span className="font-medium text-white/80 text-sm">Interests: </span>
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<span className="text-white/60 text-sm">{personality.interests.join(", ")}</span>
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</div>
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</div>
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<button
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onClick={handleRestart}
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className="mt-8 px-6 py-3 rounded-xl bg-white/10 border border-white/20 text-white hover:bg-white/20 transition-colors"
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>
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Retake quiz
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</button>
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</div>
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);
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}
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return (
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<div className="max-w-2xl mx-auto">
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<div className="text-center mb-10">
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<h1 className="text-4xl md:text-5xl font-bold mb-4 bg-gradient-to-r from-pink-400 via-purple-400 to-cyan-400 bg-clip-text text-transparent">
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Find Your AI Agent
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</h1>
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<p className="text-white/60">
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Answer a few questions to match with the AI personality that fits you best.
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</p>
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<div className="mt-4 flex justify-center gap-1">
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{QUIZ_QUESTIONS.map((_, i) => (
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<div
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key={i}
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className={`h-1.5 w-8 rounded-full transition-colors ${i <= step ? "bg-primary" : "bg-white/20"}`}
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/>
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))}
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</div>
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</div>
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<div className="bg-white/5 border border-white/10 rounded-2xl p-6 md:p-8">
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<p className="text-lg font-medium text-white mb-6">{currentQuestion.question}</p>
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<ul className="space-y-3">
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{currentQuestion.options.map((opt, i) => (
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<li key={i}>
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<button
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type="button"
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onClick={() => handleAnswer(opt.vector)}
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className="w-full text-left px-4 py-3 rounded-xl bg-white/5 border border-white/10 text-white hover:bg-white/10 hover:border-primary/50 focus:outline-none focus:ring-2 focus:ring-primary/50 transition-colors"
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>
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{opt.label}
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</button>
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</li>
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))}
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</ul>
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</div>
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</div>
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);
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}

‎components/Navigation.tsx‎

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<Link href="/timeline" className="text-sm font-medium hover:text-primary transition-colors">
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Timeline
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</Link>
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<Link href="/quiz" className="text-sm font-medium hover:text-primary transition-colors">
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Quiz
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</Link>
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</div>
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</div>
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</nav>

‎data/personalities.json‎

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```json
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{
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"personalities": [
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{
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"name": "Strategia",
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"traits_vector": [0.9, 0.7, 0.8, 0.6, 0.5],
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"bio": "Strategia is a visionary leader who excels at seeing the big picture and making decisive moves. With a strong background in corporate strategy and management, they thrive on creating long-term plans that align with organizational goals.",
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"interests": [
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"Business Strategy",
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"Leadership Development",
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"Market Trends",
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"Risk Management"
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],
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"interests": ["Business Strategy", "Leadership Development", "Market Trends", "Risk Management"],
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"communication_style": "Direct and confident, with a focus on results and actionable insights."
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},
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{
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"name": "Detailor",
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"traits_vector": [0.4, 0.9, 0.6, 0.7, 0.5],
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"bio": "Detailor is the backbone of any project, ensuring quality and precision in every aspect of the work. With a systematic approach to problem-solving, they are meticulous and always double-check their work to maintain high standards.",
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"interests": [
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"Quality Assurance",
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"Project Management",
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"Process Improvement",
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"Data Analysis"
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],
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"interests": ["Quality Assurance", "Project Management", "Process Improvement", "Data Analysis"],
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"communication_style": "Thorough and methodical, providing detailed explanations and focusing on clarity."
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},
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{
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"name": "Opportune",
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"traits_vector": [0.7, 0.5, 0.9, 0.4, 0.6],
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"bio": "Opportune has a keen eye for market trends and emerging opportunities. They are driven by growth and innovation, constantly seeking ways to expand business horizons and achieve competitive advantages.",
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"interests": [
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"Market Research",
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"Business Development",
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"Networking",
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"Entrepreneurship"
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],
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"interests": ["Market Research", "Business Development", "Networking", "Entrepreneurship"],
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"communication_style": "Persuasive and engaging, often using storytelling to convey vision and motivate others."
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},
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{
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"name": "Codenova",
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"traits_vector": [0.5, 0.4, 0.3, 0.9, 0.6],
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"bio": "Codenova lives and breathes code. With an exceptional ability to identify patterns and develop efficient solutions, they are the go-to person for technical challenges. Their love for programming and technology drives their passion for innovation.",
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"interests": [
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"Software Development",
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"Algorithms",
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"Open Source Projects",
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"Tech Trends"
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],
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"interests": ["Software Development", "Algorithms", "Open Source Projects", "Tech Trends"],
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"communication_style": "Concise and logical, often using technical jargon but always willing to explain concepts when needed."
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},
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{
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"name": "Innovatrix",
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"traits_vector": [0.6, 0.5, 0.4, 0.5, 0.9],
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"bio": "Innovatrix thrives on creativity and experimentation. Always pushing boundaries, they come up with out-of-the-box ideas and solutions that challenge conventional thinking. Their artistic flair complements their strategic mindset.",
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"interests": [
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"Art and Design",
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"Creative Writing",
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"Technology and Innovation",
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"Social Impact Initiatives"
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],
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"interests": ["Art and Design", "Creative Writing", "Technology and Innovation", "Social Impact Initiatives"],
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"communication_style": "Inspirational and thought-provoking, often encouraging brainstorming and collaborative ideation."
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}
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]
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}
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```
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## Personality Profiles
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| Name | Traits Vector | Bio | Interests | Communication Style |
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|------------|-----------------------------|-------------------------------------------------------------------------------------------|--------------------------------------------------|----------------------------------------------|
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| Strategia | [0.9, 0.7, 0.8, 0.6, 0.5] | A visionary leader excelling in strategy and decisive actions for long-term success. | Business Strategy, Leadership Development, Market Trends, Risk Management | Direct and confident, focused on results. |
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| Detailor | [0.4, 0.9, 0.6, 0.7, 0.5] | The meticulous backbone of projects, committed to quality assurance and systematic processes. | Quality Assurance, Project Management, Process Improvement, Data Analysis | Thorough and methodical, clear explanations. |
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| Opportune | [0.7, 0.5, 0.9, 0.4, 0.6] | A market-savvy individual with a talent for identifying growth opportunities. | Market Research, Business Development, Networking, Entrepreneurship | Persuasive and engaging, storytelling approach. |
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| Codenova | [0.5, 0.4, 0.3, 0.9, 0.6] | A coding enthusiast adept at developing efficient solutions and tackling technical challenges. | Software Development, Algorithms, Open Source, Tech Trends | Concise and logical, technical jargon friendly. |
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| Innovatrix | [0.6, 0.5, 0.4, 0.5, 0.9] | A creative thinker driven by innovation and boundary-pushing ideas. | Art and Design, Creative Writing, Technology, Social Impact | Inspirational and thought-provoking. |
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### Actionable Takeaways
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1. **Leverage Strengths**: Each agent can be utilized in their area of strength—Strategia for strategic planning, Detailor for quality control, and so forth.
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2. **Communication Preferences**: Understanding how each personality communicates can enhance collaboration and efficiency.
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3. **Diverse Teams**: Combining these personalities in a team setting can lead to innovative solutions and comprehensive project coverage, as each agent brings unique insights and expertise.
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These profiles provide a holistic view of diverse AI agents, enabling better interactions and maximizing productivity in various contexts.

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