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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>SubgroupX Agent // NORMAL SUBGROUP</title>
<link rel="icon" type="image/svg+xml" href="/favicon.svg" />
<meta name="description" content="SubgroupX Agent - CTF & Penetration Testing AI. Launching soon." />
<!-- Google Fonts: Outfit (Geometric Sans) & JetBrains Mono (Code) -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link
href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;700&family=Outfit:wght@300;500;700;900&display=swap"
rel="stylesheet">
<link rel="stylesheet" href="/src/style.css" />
</head>
<body>
<div id="geometric-canvas"></div>
<div class="milestone-banner">
<span data-i18n="banner.milestone">[ MILESTONE ] Evolution track: when GitHub Stars hit 500 / 1000, deeper capabilities unlock.</span>
</div>
<div id="app">
<header class="geo-header">
<div class="logo-container">
<div class="logo-shape"></div>
<span class="logo-text">SUBGROUP<span class="accent">X</span></span>
</div>
<nav class="geo-nav">
<a href="#about" class="nav-link" data-i18n="nav.agent">[ AGENT ]</a>
<a href="#features" class="nav-link" data-i18n="nav.protocol">[ PROTOCOL ]</a>
<a href="#agent" class="nav-link" data-i18n="nav.brief">[ BRIEF ]</a>
<a href="#awards" class="nav-link" data-i18n="nav.honors">[ HONORS ]</a>
</nav>
<div class="header-icons">
<button id="lang-toggle" class="header-icon-link lang-toggle" type="button" aria-label="Switch language">
<svg class="header-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"
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<path d="M12 2a15.3 15.3 0 0 1 0 20" />
<path d="M12 2a15.3 15.3 0 0 0 0 20" />
</svg>
</button>
<a href="https://normalsubgroup.github.io/team-homepage/" target="_blank" rel="noopener noreferrer"
class="header-icon-link" aria-label="Team">
<svg class="header-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"
stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg">
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<circle cx="9" cy="7" r="4" />
<path d="M22 21v-2a4 4 0 0 0-3-3.87" />
<path d="M16 3.13a4 4 0 0 1 0 7.75" />
</svg>
</a>
<a href="https://normalsubgroup.cauchy.top/" target="_blank" rel="noopener noreferrer" class="header-icon-link"
aria-label="Blog">
<svg class="header-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"
stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg">
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</svg>
</a>
<a href="https://github.com/n-WN/SubgroupX" target="_blank" rel="noopener noreferrer" class="header-icon-link"
aria-label="GitHub">
<svg class="header-icon" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
<path
d="M12 2C6.477 2 2 6.477 2 12c0 4.42 2.865 8.166 6.839 9.489.5.092.682-.217.682-.482 0-.237-.009-.866-.013-1.7-2.782.603-3.369-1.342-3.369-1.342-.454-1.155-1.11-1.462-1.11-1.462-.908-.62.069-.608.069-.608 1.003.07 1.531 1.03 1.531 1.03.892 1.529 2.341 1.087 2.91.831.092-.646.35-1.086.636-1.336-2.22-.253-4.555-1.11-4.555-4.943 0-1.091.39-1.984 1.029-2.683-.103-.253-.446-1.27.098-2.647 0 0 .84-.269 2.75 1.025A9.578 9.578 0 0112 6.836c.85.004 1.705.115 2.504.337 1.909-1.294 2.747-1.025 2.747-1.025.546 1.377.203 2.394.1 2.647.64.699 1.028 1.592 1.028 2.683 0 3.842-2.339 4.687-4.566 4.935.359.309.678.919.678 1.852 0 1.336-.012 2.415-.012 2.743 0 .267.18.578.688.48C19.138 20.163 22 16.418 22 12c0-5.523-4.477-10-10-10z"
fill="currentColor" />
</svg>
</a>
<a href="https://arxiv.org/abs/2601.09129" target="_blank" rel="noopener noreferrer" class="header-icon-link"
aria-label="arXiv: 2601.09129" title="arXiv: 2601.09129">
<svg class="header-icon arxiv-icon" viewBox="0 0 246.978 110.119" xmlns="http://www.w3.org/2000/svg">
<path
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</svg>
</a>
</div>
</header>
<main>
<section id="hero" class="hero-section">
<div class="grid-overlay"></div>
<div class="hero-content">
<div class="status-indicator">
<span class="blink"></span>
<span data-i18n="status.pending">SYSTEM_STATUS: PENDING_LAUNCH</span>
</div>
<h1 class="hero-title">
<span data-i18n="hero.title.top">GEOMETRIC</span> <br />
<span class="outline-text" data-i18n="hero.title.bottom">INTELLIGENCE</span>
</h1>
<div class="countdown-wrapper">
<div class="countdown-label">T-MINUS // TARGET</div>
<div id="countdown" class="countdown-display">
<div class="time-block">
<span id="days">000</span>
<span class="label" data-i18n="countdown.days">DAYS</span>
</div>
<div class="separator">:</div>
<div class="time-block">
<span id="hours">00</span>
<span class="label" data-i18n="countdown.hours">HRS</span>
</div>
<div class="separator">:</div>
<div class="time-block">
<span id="minutes">00</span>
<span class="label" data-i18n="countdown.minutes">MIN</span>
</div>
<div class="separator">:</div>
<div class="time-block">
<span id="seconds">00</span>
<span class="label" data-i18n="countdown.seconds">SEC</span>
</div>
</div>
</div>
<div class="hero-decoration">
<div class="geo-circle"></div>
<div class="geo-line"></div>
</div>
</div>
</section>
<section id="about" class="content-section">
<div class="section-marker" data-i18n="section.identity.marker">01 // IDENTITY</div>
<div class="content-grid">
<div class="text-block">
<h2>
<span data-i18n="section.identity.title.top">CALCULATED</span><br>
<span data-i18n="section.identity.title.bottom">SECURITY</span>
</h2>
<p data-i18n-html="section.identity.body">
SubgroupX brings calculated precision to offensive security.
An AI Agent crafted by <span class="highlight">Normal Subgroup</span>,
engineered for Capture The Flag (CTF) challenges,
penetration testing, and proactive defense systems.
</p>
</div>
<div class="visual-block">
<div class="shape-composition">
<div class="square"></div>
<div class="circle"></div>
<div class="triangle"></div>
</div>
</div>
</div>
</section>
<section id="features" class="content-section alt-bg">
<div class="section-marker" data-i18n="section.capabilities.marker">02 // CAPABILITIES</div>
<div class="feature-list">
<div class="feature-card">
<div class="card-icon"></div>
<h3>0x01_AUTONOMY</h3>
<p data-i18n="feature.autonomy">Self-directed vulnerability assessment algorithms.</p>
</div>
<div class="feature-card">
<div class="card-icon"></div>
<h3>0x02_ACCURACY</h3>
<p data-i18n="feature.accuracy">Mathematical precision in exploit chain execution.</p>
</div>
<div class="feature-card">
<div class="card-icon"></div>
<h3>0x03_ADAPTATION</h3>
<p data-i18n="feature.adaptation">Real-time learning from adversarial geometries.</p>
</div>
<div class="feature-card">
<div class="card-icon"></div>
<h3>0x04_DEFENSE</h3>
<p data-i18n="feature.defense">Proactive shielding against asymmetric threats.</p>
</div>
</div>
</section>
<section id="agent" class="content-section">
<div class="section-marker" data-i18n="section.agent.marker">03 // AGENT BRIEF</div>
<div class="content-grid">
<div class="text-block">
<h2>
<span data-i18n="section.agent.title.top">OPSEC</span><br>
<span data-i18n="section.agent.title.bottom">FIRST</span>
</h2>
<p data-i18n-html="section.agent.body">
The full Agent core is not public yet. This page only exposes safe, non-sensitive descriptions.
For verified updates and roadmap milestones, follow the GitHub repository.
</p>
<ul class="term-list">
<li>
<span class="term mono">Agent</span>
<span data-i18n="glossary.agent">A task-driven system that plans, uses tools, and produces reproducible results.</span>
</li>
<li>
<span class="term mono">CTF</span>
<span data-i18n="glossary.ctf">Capture The Flag competitions; practical security problem-solving.</span>
</li>
<li>
<span class="term mono">Pwn / Web / Crypto</span>
<span data-i18n="glossary.domains">Common categories: binary exploitation, web security, and cryptography.</span>
</li>
<li>
<span class="term mono">Geometric Intelligence</span>
<span data-i18n="glossary.geom">A metaphor for structured reasoning: states, constraints, and paths.</span>
</li>
</ul>
</div>
<div class="visual-block">
<div class="info-stack">
<div class="info-card">
<div class="info-card-title mono" data-i18n="info.title">PUBLIC STATUS</div>
<div class="info-card-body mono">
<div><span class="info-k" data-i18n="info.launch">LAUNCH</span>: <span class="info-v" id="release-time">2026-01-24 17:00 UTC+8</span></div>
<div><span class="info-k" data-i18n="info.mode">MODE</span>: <span class="info-v" data-i18n="info.mode.value">PENDING_LAUNCH</span></div>
<div><span class="info-k" data-i18n="info.repo">REPO</span>: <a class="info-link" href="https://github.com/n-WN/SubgroupX"
target="_blank" rel="noopener noreferrer">github.com/n-WN/SubgroupX</a></div>
</div>
</div>
<div class="info-actions">
<a class="cta-button primary small" href="https://github.com/n-WN/SubgroupX" target="_blank"
rel="noopener noreferrer">
<span data-i18n="cta.github.secondary">Follow on GitHub</span>
</a>
</div>
</div>
</div>
</div>
<div class="collab-callout">
<div class="collab-title mono" data-i18n="collab.title">COLLABORATION</div>
<p class="collab-body" data-i18n-html="collab.body">
Collaboration (research or commercialization): email
<a class="info-link" href="mailto:Latticebased@outlook.com">Latticebased@outlook.com</a>
— keep it non-sensitive.
</p>
</div>
<div class="waitlist-callout">
<div class="waitlist-title mono" data-i18n="waitlist.title">WAITLIST</div>
<p class="waitlist-body" data-i18n-html="waitlist.body">
Leave an email for the launch notification (optional). Prefer a dedicated address if privacy-sensitive.
</p>
<form id="waitlist-form" class="waitlist-form" novalidate>
<label class="sr-only" for="waitlist-email" data-i18n="waitlist.label">Email</label>
<input id="waitlist-email" name="email" type="email" class="waitlist-input" autocomplete="email"
data-i18n-attr="placeholder" data-i18n-attr-key="waitlist.placeholder" placeholder="Email address" />
<input class="waitlist-hp" type="text" name="company" tabindex="-1" autocomplete="off" aria-hidden="true" />
<button class="waitlist-submit mono" type="submit" data-i18n="waitlist.submit">JOIN</button>
</form>
<div id="waitlist-status" class="waitlist-status mono" aria-live="polite"></div>
<p class="waitlist-privacy" data-i18n-html="waitlist.privacy">
Privacy note: stored in Cloudflare D1 (email + timestamp only) for launch updates. No marketing, no resale. Request removal via email.
</p>
</div>
</section>
<section id="awards" class="content-section">
<div class="section-marker" data-i18n="section.recognition.marker">04 // RECOGNITION</div>
<div class="awards-container">
<h2>
<span data-i18n="section.recognition.title.top">BATTLE-</span><br>
<span data-i18n="section.recognition.title.bottom">TESTED</span>
</h2>
<div class="awards-grid">
<div class="award-item">
<div class="award-rank">2nd</div>
<div class="award-detail">
<h3>XCTF 2025</h3>
<p data-i18n="award.secondPlace">Second Place</p>
</div>
</div>
<div class="award-item">
<div class="award-rank">2nd</div>
<div class="award-detail">
<h3>RCTF 2025</h3>
<p data-i18n="award.runnerUp">Runner-up</p>
</div>
</div>
<div class="award-item full-width">
<div class="award-icon">⬡</div>
<div class="award-detail">
<h3 data-i18n="award.coverage.title">FULL-SPECTRUM COVERAGE</h3>
<p data-i18n="award.coverage.body">Pwn · Web · Crypto · Reverse · Blockchain · Misc (Forensics)</p>
</div>
</div>
<div class="award-item full-width">
<div class="award-icon">◉</div>
<div class="award-detail">
<h3 data-i18n="award.impact.title">REAL-WORLD IMPACT</h3>
<p data-i18n="award.impact.body">Zero-day vulnerabilities discovered in production systems</p>
</div>
</div>
</div>
</div>
</section>
</main>
<footer class="geo-footer">
<div class="footer-grid">
<div class="footer-brand">
<span data-i18n="footer.brand">SUBGROUPX // NORMAL SUBGROUP</span>
</div>
<div class="footer-meta">
<span data-i18n-html="footer.meta">LAUNCHING: REMOTE<br>COORDINATES: CYBERSPACE</span>
</div>
</div>
</footer>
</div>
<script type="module" src="/src/main.js"></script>
</body>
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