Idea quality pipeline, web UI features, academic paper

- Tighten idea extraction prompts (1-4 ideas, no sub-features) reducing
  1,907 ideas to 468 across 434 drafts (78% reduction)
- Add embedding-based dedup (ietf dedup-ideas) for same-draft similarity
- Add novelty scoring (ietf ideas score) and filtering (ietf ideas filter)
  using Claude to rate ideas 1-5, removing 49 generic building blocks
- Final count: 419 high-quality ideas (avg 1.1/draft)
- Web UI: gap explorer with live draft generation and pre-generated demos
- Web UI: D3.js author collaboration network (498 nodes, 1142 edges,
  68 clusters, org filtering, interactive zoom/pan)
- Academic paper: 15-page LaTeX workshop paper analyzing the 434-draft
  AI agent standards landscape
- Save improvement ideas backlog to data/reports/improvement-ideas.md

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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<!DOCTYPE html>
<html lang="en" class="dark">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>{% block title %}IETF Draft Analyzer{% endblock %}</title>
<script src="https://cdn.tailwindcss.com"></script>
<script src="https://cdn.plot.ly/plotly-2.35.0.min.js"></script>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet">
<script>
tailwind.config = {
darkMode: 'class',
theme: {
extend: {
fontFamily: {
sans: ['Inter', 'system-ui', 'sans-serif'],
mono: ['JetBrains Mono', 'monospace'],
},
}
}
}
</script>
<style>
body { font-family: 'Inter', system-ui, sans-serif; }
.sidebar-link {
transition: all 0.15s ease;
}
.sidebar-link:hover, .sidebar-link.active {
background: rgba(59, 130, 246, 0.15);
color: #60a5fa;
}
.sidebar-link.active {
border-right: 3px solid #3b82f6;
}
.stat-card {
background: linear-gradient(135deg, rgba(30, 41, 59, 0.8), rgba(30, 41, 59, 0.4));
backdrop-filter: blur(10px);
}
.score-badge {
display: inline-block;
padding: 2px 8px;
border-radius: 9999px;
font-weight: 600;
font-size: 0.8rem;
}
.score-high { background: rgba(34, 197, 94, 0.2); color: #4ade80; }
.score-mid { background: rgba(234, 179, 8, 0.2); color: #facc15; }
.score-low { background: rgba(239, 68, 68, 0.2); color: #f87171; }
.dim-bar {
display: inline-block;
height: 8px;
border-radius: 4px;
background: #3b82f6;
vertical-align: middle;
}
/* Plotly dark overrides */
.js-plotly-plot .plotly .modebar { right: 8px !important; }
/* Scrollbar */
::-webkit-scrollbar { width: 6px; height: 6px; }
::-webkit-scrollbar-track { background: #1e293b; }
::-webkit-scrollbar-thumb { background: #475569; border-radius: 3px; }
::-webkit-scrollbar-thumb:hover { background: #64748b; }
/* Mobile sidebar */
@media (max-width: 768px) {
.sidebar { transform: translateX(-100%); }
.sidebar.open { transform: translateX(0); }
}
</style>
{% block extra_head %}{% endblock %}
</head>
<body class="bg-slate-950 text-slate-100 min-h-screen">
<!-- Mobile menu button -->
<button id="menuBtn" class="md:hidden fixed top-4 left-4 z-50 p-2 bg-slate-800 rounded-lg border border-slate-700">
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 6h16M4 12h16M4 18h16"/>
</svg>
</button>
<!-- Sidebar -->
<aside id="sidebar" class="sidebar fixed top-0 left-0 h-full w-60 bg-slate-900 border-r border-slate-800 z-40 flex flex-col transition-transform md:translate-x-0">
<div class="p-5 border-b border-slate-800">
<h1 class="text-lg font-bold text-white tracking-tight">IETF Draft Analyzer</h1>
<p class="text-xs text-slate-500 mt-1">AI/Agent Standards Tracker</p>
</div>
<nav class="flex-1 py-4 overflow-y-auto">
<a href="/" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'overview' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 6a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2H6a2 2 0 01-2-2V6zm10 0a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2h-2a2 2 0 01-2-2V6zM4 16a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2H6a2 2 0 01-2-2v-2zm10 0a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2h-2a2 2 0 01-2-2v-2z"/></svg>
Overview
</a>
<a href="/drafts" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'drafts' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z"/></svg>
Draft Explorer
</a>
<a href="/ratings" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'ratings' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M11.049 2.927c.3-.921 1.603-.921 1.902 0l1.519 4.674a1 1 0 00.95.69h4.915c.969 0 1.371 1.24.588 1.81l-3.976 2.888a1 1 0 00-.363 1.118l1.518 4.674c.3.922-.755 1.688-1.538 1.118l-3.976-2.888a1 1 0 00-1.176 0l-3.976 2.888c-.783.57-1.838-.197-1.538-1.118l1.518-4.674a1 1 0 00-.363-1.118l-3.976-2.888c-.784-.57-.38-1.81.588-1.81h4.914a1 1 0 00.951-.69l1.519-4.674z"/></svg>
Ratings
</a>
<a href="/ideas" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'ideas' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9.663 17h4.673M12 3v1m6.364 1.636l-.707.707M21 12h-1M4 12H3m3.343-5.657l-.707-.707m2.828 9.9a5 5 0 117.072 0l-.548.547A3.374 3.374 0 0014 18.469V19a2 2 0 11-4 0v-.531c0-.895-.356-1.754-.988-2.386l-.548-.547z"/></svg>
Ideas
</a>
<a href="/idea-clusters" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'idea_clusters' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 6a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2H6a2 2 0 01-2-2V6zm10 0a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2h-2a2 2 0 01-2-2V6zM4 16a2 2 0 012-2h2a2 2 0 012 2v2a2 2 0 01-2 2H6a2 2 0 01-2-2v-2z"/><circle cx="19" cy="19" r="3" stroke="currentColor" stroke-width="2" fill="none"/></svg>
Idea Clusters
</a>
<a href="/gaps" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'gaps' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-2.5L13.732 4.5c-.77-.833-2.694-.833-3.464 0L3.34 16.5c-.77.833.192 2.5 1.732 2.5z"/></svg>
Gap Explorer
</a>
<a href="/timeline" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'timeline' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>
Timeline
</a>
<a href="/landscape" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'landscape' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 20l-5.447-2.724A1 1 0 013 16.382V5.618a1 1 0 011.447-.894L9 7m0 13l6-3m-6 3V7m6 10l4.553 2.276A1 1 0 0021 18.382V7.618a1 1 0 00-.553-.894L15 4m0 13V4m0 0L9 7"/></svg>
Landscape
</a>
<a href="/similarity" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'similarity' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 10V3L4 14h7v7l9-11h-7z"/><circle cx="5" cy="6" r="1.5" fill="currentColor" stroke="none"/><circle cx="19" cy="18" r="1.5" fill="currentColor" stroke="none"/><circle cx="18" cy="6" r="1.5" fill="currentColor" stroke="none"/></svg>
Similarity
</a>
<a href="/authors" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'authors' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M17 20h5v-2a3 3 0 00-5.356-1.857M17 20H7m10 0v-2c0-.656-.126-1.283-.356-1.857M7 20H2v-2a3 3 0 015.356-1.857M7 20v-2c0-.656.126-1.283.356-1.857m0 0a5.002 5.002 0 019.288 0M15 7a3 3 0 11-6 0 3 3 0 016 0zm6 3a2 2 0 11-4 0 2 2 0 014 0zM7 10a2 2 0 11-4 0 2 2 0 014 0z"/></svg>
Authors
</a>
<a href="/monitor" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'monitor' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5.636 18.364a9 9 0 010-12.728m12.728 0a9 9 0 010 12.728m-9.9-2.829a5 5 0 010-7.07m7.072 0a5 5 0 010 7.07M13 12a1 1 0 11-2 0 1 1 0 012 0z"/></svg>
Monitor
</a>
<div class="border-t border-slate-800 mt-4 pt-4">
<a href="/about" class="sidebar-link flex items-center gap-3 px-5 py-2.5 text-sm text-slate-300 {{ 'active' if active_page == 'about' }}">
<svg class="w-4 h-4 opacity-60" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>
About
</a>
</div>
</nav>
<div class="p-4 border-t border-slate-800 text-xs text-slate-600">
IETF Draft Analyzer v0.3
</div>
</aside>
<!-- Main content -->
<main class="md:ml-60 min-h-screen">
<div class="p-6 md:p-8 max-w-7xl mx-auto">
{% block content %}{% endblock %}
</div>
</main>
<script>
// Mobile sidebar toggle
const menuBtn = document.getElementById('menuBtn');
const sidebar = document.getElementById('sidebar');
menuBtn?.addEventListener('click', () => sidebar.classList.toggle('open'));
// Close on click outside
document.addEventListener('click', (e) => {
if (window.innerWidth < 768 && sidebar.classList.contains('open') &&
!sidebar.contains(e.target) && !menuBtn.contains(e.target)) {
sidebar.classList.remove('open');
}
});
</script>
{% block extra_scripts %}{% endblock %}
</body>
</html>