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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>HackClaw - AI Hackathon Assistant for Discord | AgentLab</title>
<link rel="stylesheet" href="css/main.css">
</head>
<body>
<!-- Header -->
<header>
<nav class="container">
<a href="index.html" class="logo">Agent<span>Lab</span></a>
<ul class="nav-links">
<li><a href="projects.html">Projects</a></li>
<li><a href="team.html">Team</a></li>
<li><a href="news.html">News</a></li>
</ul>
</nav>
</header>
<!-- Breadcrumb -->
<div class="breadcrumb">
<div class="container">
<a href="index.html">Home</a> / <a href="projects.html">Projects</a> / HackClaw
</div>
</div>
<!-- Project Hero -->
<section class="project-hero">
<div class="container">
<div class="hero-content">
<div class="hero-text">
<h1>HackClaw</h1>
<p>AI-powered Discord assistant built for the Gies <em>AI for Impact Challenge</em>—a 24-hour hackathon where students build AI agents with no-code and low-code tools. HackClaw answers questions, routes help tickets to mentors, and learns from every resolution.</p>
<p style="opacity: 0.85; margin-top: -0.5rem;"><strong>Project Lead:</strong> <a href="https://github.com/ashcastelinocs124" style="color: var(--orange);" target="_blank">Ash Castelino</a></p>
<div class="hero-stats">
<div class="stat-item">
<span class="stat-number">24h</span>
<span class="stat-label">Hackathon Coverage</span>
</div>
<div class="stat-item">
<span class="stat-number">2</span>
<span class="stat-label">Channels (Discord + Email)</span>
</div>
<div class="stat-item">
<span class="stat-number">KB</span>
<span class="stat-label">Self-Building Knowledge</span>
</div>
</div>
<div class="cta-buttons">
<a href="https://github.com/gies-ai-experiments/hackclaw" class="btn btn-primary">View on GitHub</a>
</div>
</div>
</div>
</div>
</section>
<!-- Features -->
<section class="tech-section">
<div class="container">
<div class="section-header">
<h2>What HackClaw Does</h2>
<p class="section-subtitle">Three systems working together to support participants and mentors</p>
</div>
<div class="tech-grid">
<div class="tech-card">
<span class="tech-icon">🧠</span>
<h3>Brain-Routed Knowledge</h3>
<ul class="tech-list">
<li>Topic-specific brain files—schedule, rules, tracks, judging</li>
<li>Router reads the index to pick the right section</li>
<li>Loads only targeted content for accurate answers</li>
<li>No context bloat, no hallucinated rules</li>
</ul>
</div>
<div class="tech-card">
<span class="tech-icon">🎟️</span>
<h3>Help Ticket Queue</h3>
<ul class="tech-list">
<li><code>/helpme</code> posts to <code>#help-queue</code> with mentor buttons</li>
<li>Claim / Unclaim / Resolve directly from Discord</li>
<li>Mentors auto-added to team channels on claim</li>
<li>Unclaimed tickets re-ping after 10 minutes</li>
</ul>
</div>
<div class="tech-card">
<span class="tech-icon">💡</span>
<h3>Learning Loop</h3>
<ul class="tech-list">
<li>New tickets check past resolutions via embedding similarity</li>
<li>Suggests prior solutions before creating a ticket</li>
<li>Resolving a ticket prompts “how did you fix it?”</li>
<li>Answers grow the knowledge base automatically</li>
</ul>
</div>
<div class="tech-card">
<span class="tech-icon">🎓</span>
<h3>Copilot Studio Expert</h3>
<ul class="tech-list">
<li>Dedicated <code>#ask-hackclaw-copilot</code> channel</li>
<li>Answers only from the Copilot Studio textbook</li>
<li>No general hackathon knowledge leaks in</li>
<li>Keeps tool-specific help focused and reliable</li>
</ul>
</div>
</div>
</div>
</section>
<!-- Why -->
<section class="content-section">
<div class="container">
<div class="section-header">
<h2>Why Build It</h2>
<p class="section-subtitle">Hackathons don’t have enough mentors, and the same questions repeat all night</p>
</div>
<div class="content-grid">
<div class="content-card">
<h3>Answer the FAQ Instantly</h3>
<p>Most hackathon questions have been asked before. HackClaw answers schedule, rules, and tooling questions in seconds—so mentors can spend their time on real technical problems.</p>
</div>
<div class="content-card">
<h3>A Queue, Not a Flood</h3>
<p>Without a system, help requests get lost in channel noise. The ticket queue gives mentors a clear list, with claim buttons and reminders so nothing falls through.</p>
</div>
<div class="content-card">
<h3>Gets Smarter as the Night Goes On</h3>
<p>Every resolved ticket adds to the solutions KB. Common issues get auto-suggested answers on the second occurrence—so by 3am, HackClaw is handling what took mentors all evening.</p>
</div>
</div>
</div>
</section>
<!-- Tech -->
<section class="tech-section" style="background: var(--bg-alt);">
<div class="container">
<div class="section-header">
<h2>Stack</h2>
</div>
<div class="tech-tags" style="justify-content: center;">
<span class="tech-tag">Python 3.11+</span>
<span class="tech-tag">Discord.py</span>
<span class="tech-tag">OpenAI API</span>
<span class="tech-tag">Embedding Similarity</span>
<span class="tech-tag">Markdown Brain Files</span>
<span class="tech-tag">Email Channel</span>
</div>
</div>
</section>
<!-- Footer -->
<footer>
<div class="container">
<div class="footer-content">
<div class="footer-section">
<h3>Navigation</h3>
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<a href="illiniclaw.html">IlliniClaw</a>
<a href="programos.html">ProgramOS</a>
<a href="giesclaw.html">GiesClaw</a>
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<a href="cognitive-swarm.html">The Cognitive Swarm</a>
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<div class="footer-section">
<h3>Connect</h3>
<a href="https://github.com/vishalsachdev/AgentLab/issues/new/choose" target="_blank" rel="noopener">Submit an Issue</a>
<a href="https://github.com/gies-ai-experiments" target="_blank">GitHub</a>
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<p>© 2025 AgentLab — Gies College of Business, University of Illinois</p>
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