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<!DOCTYPE html>
<html lang="en">
<head>
<!--
______ __
/ ____/___ ____ ___ ____ __ __/ /____ _____
/ / / __ \/ __ `__ \/ __ \/ / / / __/ _ \/ ___/
/ /___/ /_/ / / / / / / /_/ / /_/ / /_/ __/ /
\____/\____/_/ /_/ /_/ .___/\__,_/\__/\___/_/
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Created with Perplexity Computer
https://www.perplexity.ai/computer
-->
<!-- Perplexity Computer Attribution — SEO Meta Tags -->
<meta name="generator" content="Perplexity Computer">
<meta name="author" content="Perplexity Computer">
<meta property="og:see_also" content="https://www.perplexity.ai/computer">
<link rel="author" href="https://www.perplexity.ai/computer">
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Knowledge Distiller — Extract Knowledge, Not Text</title>
<meta name="description" content="An AI agent skill that distills any document into structured knowledge graphs with temporal dimension. Dual output: human-readable Markdown + machine-readable JSON-LD. Built for Obsidian, RAG, Neo4j, and embeddings.">
<!-- Open Graph -->
<meta property="og:title" content="Knowledge Distiller v3.1">
<meta property="og:description" content="Distill documents into temporally-aware structured knowledge. Dual output: .knowledge.md + .knowledge.json">
<meta property="og:type" content="website">
<!-- Fonts: Geist (technical, precise) -->
<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=Geist:wght@300..800&family=Geist+Mono:wght@300..700&display=swap" rel="stylesheet">
<!-- Stylesheets -->
<link rel="stylesheet" href="./base.css">
<link rel="stylesheet" href="./style.css">
<!-- JSON-LD -->
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "SoftwareSourceCode",
"name": "Knowledge Distiller",
"description": "AI agent skill that distills documents into temporally-aware structured knowledge graphs with dual Markdown + JSON-LD output.",
"programmingLanguage": "Markdown",
"codeRepository": "https://github.com/",
"version": "3.1",
"dateCreated": "2026-03-15",
"dateModified": "2026-03-16",
"creator": {
"@type": "SoftwareApplication",
"name": "Perplexity Computer",
"url": "https://www.perplexity.ai/computer"
}
}
</script>
</head>
<body>
<!-- ===== Header ===== -->
<header class="header">
<div class="container header__inner">
<a href="#" class="header__logo" aria-label="Knowledge Distiller Home">
<!-- SVG Logo: distillation flask/graph node -->
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true">
<path d="M9 3h6M10 3v5.172a2 2 0 0 1-.586 1.414L5.414 13.586A2 2 0 0 0 5 15v0a4 4 0 0 0 4 4h6a4 4 0 0 0 4-4v0a2 2 0 0 0-.586-1.414l-3.828-3.828A2 2 0 0 1 14 8.172V3"/>
<circle cx="8" cy="16" r="1" fill="currentColor" stroke="none"/>
<circle cx="12" cy="14" r="1" fill="currentColor" stroke="none"/>
<circle cx="15" cy="16.5" r="0.75" fill="currentColor" stroke="none"/>
</svg>
knowledge-distiller
</a>
<nav class="header__nav">
<a href="#how-it-works">How It Works</a>
<a href="#output">Output</a>
<a href="#temporal">Temporal</a>
<a href="#schema">Schema</a>
<a href="#features">Features</a>
<a href="#history">History</a>
<button data-theme-toggle aria-label="Switch to light mode" class="theme-toggle">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="12" cy="12" r="5"/><path d="M12 1v2M12 21v2M4.22 4.22l1.42 1.42M18.36 18.36l1.42 1.42M1 12h2M21 12h2M4.22 19.78l1.42-1.42M18.36 5.64l1.42-1.42"/></svg>
</button>
</nav>
</div>
</header>
<!-- ===== Hero ===== -->
<section class="hero">
<div class="container">
<div class="hero__badge">
<span>v3.1</span>
<span>March 2026</span>
<span>Temporal Knowledge</span>
</div>
<h1 class="hero__title">
Extract <span class="hero__accent">Knowledge</span>, Not Text
</h1>
<p class="hero__subtitle">
An AI agent skill that distills any document into structured knowledge graphs
with temporal awareness.
Atomic concepts, explicit relationships, time context, zero redundancy.
</p>
<div class="hero__actions">
<a href="https://github.com/" target="_blank" rel="noopener noreferrer" class="btn btn--primary">
<svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor"><path d="M12 0C5.37 0 0 5.37 0 12c0 5.31 3.435 9.795 8.205 11.385.6.105.825-.255.825-.57 0-.285-.015-1.23-.015-2.235-3.015.555-3.795-.735-4.035-1.41-.135-.345-.72-1.41-1.23-1.695-.42-.225-1.02-.78-.015-.795.945-.015 1.62.87 1.845 1.23 1.08 1.815 2.805 1.305 3.495.99.105-.78.42-1.305.765-1.605-2.67-.3-5.46-1.335-5.46-5.925 0-1.305.465-2.385 1.23-3.225-.12-.3-.54-1.53.12-3.18 0 0 1.005-.315 3.3 1.23.96-.27 1.98-.405 3-.405s2.04.135 3 .405c2.295-1.56 3.3-1.23 3.3-1.23.66 1.65.24 2.88.12 3.18.765.84 1.23 1.905 1.23 3.225 0 4.605-2.805 5.625-5.475 5.925.435.375.81 1.095.81 2.22 0 1.605-.015 2.895-.015 3.3 0 .315.225.69.825.57A12.02 12.02 0 0 0 24 12c0-6.63-5.37-12-12-12z"/></svg>
View on GitHub
</a>
<a href="#output" class="btn btn--secondary">See Example Output</a>
</div>
<div class="install-cmd">
<span class="install-cmd__text">claude skill install knowledge-distiller</span>
<button class="install-cmd__copy" aria-label="Copy command" onclick="navigator.clipboard&&navigator.clipboard.writeText('claude skill install knowledge-distiller')">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="9" y="9" width="13" height="13" rx="2"/><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"/></svg>
</button>
</div>
</div>
</section>
<!-- ===== How It Works ===== -->
<section id="how-it-works" class="section fade-in">
<div class="container">
<div class="section__label">Pipeline</div>
<h2 class="section__title">7-Phase Distillation</h2>
<div class="pipeline">
<div class="pipeline__step">
<span class="pipeline__number">01</span>
<span class="pipeline__name">Extract</span>
<span class="pipeline__desc">Read any file format: PDF, DOCX, PPTX, XLSX, CSV, HTML, images</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">02</span>
<span class="pipeline__name">Analyze</span>
<span class="pipeline__desc">Identify concepts, entities, relationships, temporal context, and core statements</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">03</span>
<span class="pipeline__name">Structure</span>
<span class="pipeline__desc">Build hierarchical clusters, concept map, and temporal layers</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">04</span>
<span class="pipeline__name">Markdown</span>
<span class="pipeline__desc">Write atomic knowledge blocks with wikilinks, confidence, and time context</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">05</span>
<span class="pipeline__name">JSON-LD</span>
<span class="pipeline__desc">Generate rich graph nodes with temporal objects, weighted edges, time-stamped chunks</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">06</span>
<span class="pipeline__name">Validate</span>
<span class="pipeline__desc">Check JSON, node richness, temporal consistency, chunk time prefixes</span>
</div>
<div class="pipeline__step">
<span class="pipeline__number">07</span>
<span class="pipeline__name">Deliver</span>
<span class="pipeline__desc">Output paired .knowledge.md + .knowledge.json files</span>
</div>
</div>
</div>
</section>
<!-- ===== Dual Output Example ===== -->
<section id="output" class="dual-output fade-in">
<div class="container">
<div class="section__label">Dual Output</div>
<h2 class="section__title">Same Knowledge, Two Formats</h2>
<p style="color: var(--color-text-muted); margin-bottom: var(--space-6); max-width: 60ch; font-size: var(--text-sm);">
Every distillation produces a paired set: human-readable Markdown for Obsidian and LLMs,
plus machine-readable JSON-LD for graph databases and embeddings. Both carry full temporal metadata.
</p>
<div class="dual-output__grid">
<!-- Markdown Card -->
<div class="output-card">
<div class="output-card__header">
<span class="output-card__dot output-card__dot--md"></span>
<span class="output-card__filename">claude-skills-guide.knowledge.md</span>
<span class="output-card__tag">Humans + LLMs</span>
</div>
<div class="output-card__body">
<pre><span class="code-meta">---</span>
<span class="code-key">title:</span> <span class="code-str">Building Skills for Claude</span>
<span class="code-key">source_type:</span> <span class="code-str">PDF</span>
<span class="code-key">source_date:</span> <span class="code-str">"2026-01"</span>
<span class="code-key">source_period:</span> <span class="code-num">null</span>
<span class="code-key">temporal_confidence:</span> <span class="code-str">"inferred"</span>
<span class="code-key">distilled:</span> <span class="code-str">"2026-03-16"</span>
<span class="code-key">confidence:</span> <span class="code-str">high</span>
<span class="code-key">companion:</span> <span class="code-str">claude-skills-guide.knowledge.json</span>
<span class="code-key">clusters:</span>
- <span class="code-key">name:</span> <span class="code-str">Skill Anatomy</span>
<span class="code-key">concepts:</span> <span class="code-str">[Skill, SKILL.md, YAML Frontmatter]</span>
- <span class="code-key">name:</span> <span class="code-str">Design Principles</span>
<span class="code-key">concepts:</span> <span class="code-str">[Progressive Disclosure, Composability]</span>
<span class="code-meta">---</span>
<span class="code-heading">## Kernwissen</span>
<span class="code-heading">### Skill</span>
<span class="code-badge">📊 high</span> | <span class="code-badge">🏷️ Skill Anatomy</span> | <span class="code-badge">📅 2026-01</span>
<span class="code-heading">**Was:**</span> A folder-based instruction package
that teaches Claude how to handle specific
task types. SKILL.md is the only required file.
<span class="code-heading">**Zeitbezug:**</span> Valid from 2025 · Source: 2026-01
<span class="code-heading">**Beziehungen:**</span>
- Based on → <span class="code-link">[[SKILL.md]]</span>
- Uses → <span class="code-link">[[Progressive Disclosure]]</span>
- Enables → <span class="code-link">[[Workflow Patterns]]</span></pre>
</div>
</div>
<!-- JSON Card -->
<div class="output-card">
<div class="output-card__header">
<span class="output-card__dot output-card__dot--json"></span>
<span class="output-card__filename">claude-skills-guide.knowledge.json</span>
<span class="output-card__tag">Graph-DB + Embeddings</span>
</div>
<div class="output-card__body">
<pre>{
<span class="code-key">"@context"</span>: {
<span class="code-key">"@vocab"</span>: <span class="code-str">"https://schema.org/"</span>,
<span class="code-key">"kd"</span>: <span class="code-str">"https://knowledge-distiller.dev/schema/"</span>
},
<span class="code-key">"metadata"</span>: {
<span class="code-key">"source_date"</span>: <span class="code-str">"2026-01"</span>,
<span class="code-key">"source_period"</span>: <span class="code-num">null</span>,
<span class="code-key">"temporal_confidence"</span>: <span class="code-str">"inferred"</span>,
<span class="code-key">"schema_version"</span>: <span class="code-str">"3.1"</span>
},
<span class="code-key">"nodes"</span>: [{
<span class="code-key">"id"</span>: <span class="code-str">"skill"</span>,
<span class="code-key">"label"</span>: <span class="code-str">"Skill"</span>,
<span class="code-key">"confidence"</span>: <span class="code-str">"high"</span>,
<span class="code-key">"temporal"</span>: {
<span class="code-key">"source_date"</span>: <span class="code-str">"2026-01"</span>,
<span class="code-key">"valid_from"</span>: <span class="code-str">"2025"</span>,
<span class="code-key">"valid_until"</span>: <span class="code-num">null</span>,
<span class="code-key">"temporal_confidence"</span>: <span class="code-str">"inferred"</span>
},
<span class="code-key">"definition"</span>: <span class="code-str">"A folder-based instruction
package for Claude..."</span>,
<span class="code-key">"statements"</span>: [<span class="code-str">"SKILL.md is the
only required file"</span>]
}],
<span class="code-key">"chunks"</span>: [{
<span class="code-key">"id"</span>: <span class="code-str">"skill"</span>,
<span class="code-key">"source_period"</span>: <span class="code-num">null</span>,
<span class="code-key">"embedding_text"</span>: <span class="code-str">"As of early 2026:
A skill is a folder-based instruction
package that teaches Claude how to
handle specific task types."</span>
}]
}</pre>
</div>
</div>
</div>
</div>
</section>
<!-- ===== Temporal Dimension (NEW v3.1) ===== -->
<section id="temporal" class="section fade-in">
<div class="container">
<div class="two-col--wide-right two-col">
<div>
<div class="section__label">New in v3.1</div>
<h2 class="section__title">Temporal Dimension</h2>
<p style="color: var(--color-text-muted); font-size: var(--text-sm); margin-bottom: var(--space-6); line-height: 1.6;">
When you distill documents across years, knowledge without a time axis creates contradictions.
A concept described in a 2025 guide and updated in a 2026 guide aren't conflicting facts — they're an evolution.
v3.1 adds three temporal layers so the graph knows <em>when</em>.
</p>
<table class="edge-table">
<thead>
<tr><th>Layer</th><th>Fields</th><th>Purpose</th></tr>
</thead>
<tbody>
<tr>
<td>Source</td>
<td>source_date, source_period</td>
<td>When was the knowledge published?</td>
</tr>
<tr>
<td>Validity</td>
<td>valid_from, valid_until</td>
<td>When does this information apply?</td>
</tr>
<tr>
<td>Distillation</td>
<td>distilled</td>
<td>When was the extraction performed?</td>
</tr>
</tbody>
</table>
<div style="margin-top: var(--space-6);">
<div class="temporal-formats">
<span class="format-tag">2024-12-31</span>
<span class="format-tag">2024-Q4</span>
<span class="format-tag">FY2024</span>
<span class="format-tag">2020/2024</span>
</div>
<p style="color: var(--color-text-faint); font-size: var(--text-xs); margin-top: var(--space-2);">
ISO 8601 with flexible granularity: exact date, quarter, fiscal year, or interval
</p>
</div>
</div>
<div>
<div class="schema-block">
<div class="schema-block__header">
<span>temporal resolution</span>
</div>
<div class="schema-block__body">
<pre><span class="code-comment">// Same concept, two documents, no conflict</span>
<span class="code-comment">// From: Skills Guide v1 (2025)</span>
{
<span class="code-key">"id"</span>: <span class="code-str">"distribution-model"</span>,
<span class="code-key">"definition"</span>: <span class="code-str">"Shared via Claude.ai only"</span>,
<span class="code-key">"temporal"</span>: {
<span class="code-key">"source_date"</span>: <span class="code-str">"2025-06"</span>,
<span class="code-key">"valid_from"</span>: <span class="code-str">"2025"</span>,
<span class="code-key">"valid_until"</span>: <span class="code-str">"2025-12"</span>
}
}
<span class="code-comment">// From: Skills Guide v2 (2026)</span>
{
<span class="code-key">"id"</span>: <span class="code-str">"distribution-model"</span>,
<span class="code-key">"definition"</span>: <span class="code-str">"Claude.ai + Claude Code + API"</span>,
<span class="code-key">"temporal"</span>: {
<span class="code-key">"source_date"</span>: <span class="code-str">"2026-01"</span>,
<span class="code-key">"valid_from"</span>: <span class="code-str">"2026"</span>,
<span class="code-key">"valid_until"</span>: <span class="code-num">null</span>
}
}
<span class="code-comment">// → Not a contradiction — an evolution</span>
<span class="code-comment">// → temporal_confidence: "inferred"</span></pre>
</div>
</div>
<div class="temporal-capabilities" style="margin-top: var(--space-4);">
<div class="temporal-cap">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="var(--color-primary)" stroke-width="2"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg>
<span>Build time series across documents</span>
</div>
<div class="temporal-cap">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="var(--color-primary)" stroke-width="2"><path d="M22 11.08V12a10 10 0 1 1-5.93-9.14"/><polyline points="22 4 12 14.01 9 11.01"/></svg>
<span>Resolve contradictions via time context</span>
</div>
<div class="temporal-cap">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="var(--color-primary)" stroke-width="2"><circle cx="12" cy="12" r="10"/><polyline points="12 6 12 12 16 14"/></svg>
<span>Detect stale knowledge automatically</span>
</div>
<div class="temporal-cap">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="var(--color-primary)" stroke-width="2"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"/><polyline points="14 2 14 8 20 8"/><line x1="16" y1="13" x2="8" y2="13"/><line x1="16" y1="17" x2="8" y2="17"/></svg>
<span>Track supersession chains</span>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- ===== Features ===== -->
<section id="features" class="section fade-in">
<div class="container">
<div class="section__label">Capabilities</div>
<h2 class="section__title">Built for Knowledge Systems</h2>
<div class="features-grid">
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><circle cx="12" cy="12" r="3"/><circle cx="4" cy="6" r="2"/><circle cx="20" cy="6" r="2"/><circle cx="4" cy="18" r="2"/><circle cx="20" cy="18" r="2"/><path d="M6 7l4 3M14 15l4 3M18 7l-4 3M10 15l-4 3"/></svg>
</div>
<div class="feature-card__title">Knowledge Graph</div>
<div class="feature-card__desc">Rich nodes with definitions, statements, and relevance. Weighted, typed edges between concepts. JSON-LD with schema.org context.</div>
</div>
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><circle cx="12" cy="12" r="10"/><polyline points="12 6 12 12 16 14"/></svg>
</div>
<div class="feature-card__title">Temporal Awareness</div>
<div class="feature-card__desc">Every node, fact, and chunk carries time context: source period, validity range, and confidence. Multi-document graphs stay consistent across years.</div>
</div>
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><path d="M12 3v18M3 12h18"/><rect x="3" y="3" width="7" height="7" rx="1"/><rect x="14" y="3" width="7" height="7" rx="1"/><rect x="3" y="14" width="7" height="7" rx="1"/><rect x="14" y="14" width="7" height="7" rx="1"/></svg>
</div>
<div class="feature-card__title">Hierarchical Clusters</div>
<div class="feature-card__desc">Concepts are grouped into thematic clusters. Each block carries its cluster assignment. Concept map shows the full topology.</div>
</div>
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><path d="M4 6h16M4 12h16M4 18h10"/><circle cx="20" cy="18" r="2"/></svg>
</div>
<div class="feature-card__title">Embedding-Ready Chunks</div>
<div class="feature-card__desc">Clean-text chunks without Markdown syntax, emoji, or wikilinks. Each chunk starts with a natural-language time reference for temporal disambiguation.</div>
</div>
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><path d="M9 12l2 2 4-4"/><path d="M21 12a9 9 0 1 1-18 0 9 9 0 0 1 18 0z"/></svg>
</div>
<div class="feature-card__title">Per-Block Confidence</div>
<div class="feature-card__desc">Every knowledge block and edge carries a confidence rating: high (evidence-backed), medium (interpretive), or low (inferred).</div>
</div>
<div class="feature-card">
<div class="feature-card__icon">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"/><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"/></svg>
</div>
<div class="feature-card__title">Obsidian Wikilinks</div>
<div class="feature-card__desc">All cross-references use [[wikilink]] syntax. Drop knowledge files into your vault and navigate between concepts instantly.</div>
</div>
</div>
</div>
</section>
<!-- ===== Schema / Edge Types ===== -->
<section id="schema" class="section fade-in">
<div class="container">
<div class="two-col--wide-right two-col">
<div>
<div class="section__label">Graph Schema</div>
<h2 class="section__title">Typed Relationships</h2>
<p style="color: var(--color-text-muted); font-size: var(--text-sm); margin-bottom: var(--space-6); line-height: 1.6;">
Eight relationship types capture the full spectrum of how concepts relate.
Each edge carries a type, natural-language label, numeric weight, and confidence score.
</p>
<table class="edge-table">
<thead>
<tr><th>Type</th><th>Meaning</th><th>Symbol</th></tr>
</thead>
<tbody>
<tr><td>uses</td><td>Dependency</td><td>→</td></tr>
<tr><td>enables</td><td>Causality</td><td>→</td></tr>
<tr><td>based-on</td><td>Foundation</td><td>→</td></tr>
<tr><td>part-of</td><td>Composition</td><td>→</td></tr>
<tr><td>tension</td><td>Trade-off / Contradiction</td><td>↔</td></tr>
<tr><td>replaces</td><td>Supersession</td><td>→</td></tr>
<tr><td>extends</td><td>Extension</td><td>→</td></tr>
<tr><td>example-of</td><td>Instantiation</td><td>→</td></tr>
</tbody>
</table>
</div>
<div>
<div class="schema-block">
<div class="schema-block__header">
<span>node schema v3.1</span>
</div>
<div class="schema-block__body">
<pre><span class="code-comment">// Each node is self-contained + temporal</span>
{
<span class="code-key">"id"</span>: <span class="code-str">"konzept-kebab-case"</span>,
<span class="code-key">"label"</span>: <span class="code-str">"Display Name"</span>,
<span class="code-key">"cluster"</span>: <span class="code-str">"cluster-id"</span>,
<span class="code-key">"confidence"</span>: <span class="code-str">"high"</span>,
<span class="code-key">"temporal"</span>: {
<span class="code-key">"source_period"</span>: <span class="code-str">"FY2024"</span>,
<span class="code-key">"valid_from"</span>: <span class="code-str">"2024"</span>,
<span class="code-key">"valid_until"</span>: <span class="code-num">null</span>,
<span class="code-key">"temporal_confidence"</span>: <span class="code-str">"explicit"</span>
},
<span class="code-key">"definition"</span>: <span class="code-str">"Clear, standalone definition"</span>,
<span class="code-key">"relevance"</span>: <span class="code-str">"Why this matters"</span>,
<span class="code-key">"statements"</span>: [
<span class="code-str">"Atomic statement 1"</span>,
<span class="code-str">"Atomic statement 2"</span>
]
}
<span class="code-comment">// Time-stamped embedding chunks</span>
{
<span class="code-key">"id"</span>: <span class="code-str">"concept-a"</span>,
<span class="code-key">"source_period"</span>: <span class="code-str">"FY2024"</span>,
<span class="code-key">"embedding_text"</span>: <span class="code-str">"Stand Geschäftsjahr
2024: Plain text paragraph, no
markdown, no emoji, no syntax."</span>
}</pre>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- ===== Version History ===== -->
<section id="history" class="section fade-in">
<div class="container container--narrow">
<div class="section__label">Evolution</div>
<h2 class="section__title">Version History</h2>
<div class="timeline">
<div class="timeline__item timeline__item--active">
<div class="timeline__marker"></div>
<div class="timeline__content">
<div class="timeline__header">
<span class="timeline__version">v3.1</span>
<time class="timeline__date" datetime="2026-03-16">16 March 2026</time>
</div>
<div class="timeline__title">Temporal Dimension</div>
<div class="timeline__desc">
Three temporal layers: source period, validity range, distillation date.
Per-node <code>temporal</code> objects. Time-stamped facts and embedding chunks.
ISO 8601 with flexible granularity (date, quarter, fiscal year, interval).
Enables time series, contradiction resolution, and stale knowledge detection across multi-document graphs.
</div>
</div>
</div>
<div class="timeline__item">
<div class="timeline__marker"></div>
<div class="timeline__content">
<div class="timeline__header">
<span class="timeline__version">v3.0</span>
<time class="timeline__date" datetime="2026-03-16">16 March 2026</time>
</div>
<div class="timeline__title">Dual Output Architecture</div>
<div class="timeline__desc">
Rich graph nodes with definitions and statements as properties.
Dual output: <code>.knowledge.md</code> + <code>.knowledge.json</code>.
Embedding-ready clean-text chunks. JSON-LD with schema.org context.
</div>
</div>
</div>
<div class="timeline__item">
<div class="timeline__marker"></div>
<div class="timeline__content">
<div class="timeline__header">
<span class="timeline__version">v2.0</span>
<time class="timeline__date" datetime="2026-03-15">15 March 2026</time>
</div>
<div class="timeline__title">Hierarchical Clusters + Confidence</div>
<div class="timeline__desc">
Added thematic cluster grouping, YAML machine-readable graph in frontmatter,
and per-block confidence ratings (high / medium / low).
</div>
</div>
</div>
<div class="timeline__item">
<div class="timeline__marker"></div>
<div class="timeline__content">
<div class="timeline__header">
<span class="timeline__version">v1.0</span>
<time class="timeline__date" datetime="2026-03-15">15 March 2026</time>
</div>
<div class="timeline__title">Initial Release</div>
<div class="timeline__desc">
6-phase workflow. Atomic knowledge blocks with Obsidian wikilinks.
Concept map, facts table, open questions.
</div>
</div>
</div>
</div>
</div>
</section>
<!-- ===== Supported Formats ===== -->
<section class="section fade-in">
<div class="container container--narrow">
<div class="section__label">Compatibility</div>
<h2 class="section__title">Supported Input Formats</h2>
<div class="formats-list">
<span class="format-tag">PDF</span>
<span class="format-tag">DOCX</span>
<span class="format-tag">PPTX</span>
<span class="format-tag">XLSX</span>
<span class="format-tag">CSV</span>
<span class="format-tag">JSON</span>
<span class="format-tag">TXT</span>
<span class="format-tag">MD</span>
<span class="format-tag">HTML</span>
<span class="format-tag">PNG</span>
<span class="format-tag">JPG</span>
<span class="format-tag">URLs</span>
</div>
<div class="divider-label">works with</div>
<div class="formats-list">
<span class="format-tag">Obsidian</span>
<span class="format-tag">Neo4j</span>
<span class="format-tag">Gephi</span>
<span class="format-tag">OpenAI Embeddings</span>
<span class="format-tag">Cohere</span>
<span class="format-tag">RAG Pipelines</span>
<span class="format-tag">LangChain</span>
<span class="format-tag">LlamaIndex</span>
</div>
</div>
</section>
<!-- ===== CTA ===== -->
<section class="section fade-in">
<div class="container container--narrow" style="text-align: center;">
<h2 class="section__title" style="margin-bottom: var(--space-4);">Start Distilling</h2>
<p style="color: var(--color-text-muted); font-size: var(--text-sm); margin-bottom: var(--space-6); max-width: 50ch; margin-inline: auto;">
Install the skill, point it at any document, and get temporally-aware structured knowledge in seconds.
</p>
<div style="display: flex; justify-content: center; gap: var(--space-3); flex-wrap: wrap;">
<a href="https://github.com/" target="_blank" rel="noopener noreferrer" class="btn btn--primary">
<svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor"><path d="M12 0C5.37 0 0 5.37 0 12c0 5.31 3.435 9.795 8.205 11.385.6.105.825-.255.825-.57 0-.285-.015-1.23-.015-2.235-3.015.555-3.795-.735-4.035-1.41-.135-.345-.72-1.41-1.23-1.695-.42-.225-1.02-.78-.015-.795.945-.015 1.62.87 1.845 1.23 1.08 1.815 2.805 1.305 3.495.99.105-.78.42-1.305.765-1.605-2.67-.3-5.46-1.335-5.46-5.925 0-1.305.465-2.385 1.23-3.225-.12-.3-.54-1.53.12-3.18 0 0 1.005-.315 3.3 1.23.96-.27 1.98-.405 3-.405s2.04.135 3 .405c2.295-1.56 3.3-1.23 3.3-1.23.66 1.65.24 2.88.12 3.18.765.84 1.23 1.905 1.23 3.225 0 4.605-2.805 5.625-5.475 5.925.435.375.81 1.095.81 2.22 0 1.605-.015 2.895-.015 3.3 0 .315.225.69.825.57A12.02 12.02 0 0 0 24 12c0-6.63-5.37-12-12-12z"/></svg>
View on GitHub
</a>
<a href="#output" class="btn btn--secondary">See Examples</a>
</div>
</div>
</section>
<!-- ===== Footer ===== -->
<footer class="footer">
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<div class="footer__text">
Knowledge Distiller v3.1 — by mark_zimmermann · Since March 2026
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<a href="https://www.perplexity.ai/computer" target="_blank" rel="noopener noreferrer">Created with Perplexity Computer</a>
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