Does it need to exist?
Fewer elements beat better elements. Strip decorative badges, secondary kickers, and unmotivated borders before styling.
Seb Labs builds open-weight decision models: context in, a calibrated probability distribution out, in one forward pass. One Lapis monolith per screen, malachite means Seb, warm stone means competitors, gold means the single thing to look at.
Read design-system/README.md first, use existing tokens and .sl-* components unchanged, and run the automated verifier.
Fewer elements beat better elements. Strip decorative badges, secondary kickers, and unmotivated borders before styling.
Pull colours, spacing, and radii from app/design-tokens.css (synced with design-system/tokens.json) and patterns from design-system/components/.
malachite = Seb (us), them / them-deep = competitors, gold = one focal highlight per view, canvas = Finift Pearl ground.
Execute npm run check:design for static token/CSS/source verification and npm run check:design:live for 1440px & 390px DOM audits.
# 1. Fast static check (tokens sync, 11px floor, no ALL-CAPS, calm motion, voice, SVG fonts)
npm run check:design
# 2. Full live Playwright DOM & responsive audit across all key routes (1440x900 & 390x844)
npm run check:design:live
# 3. Re-extract deck & brand kit SVGs with subset embedded WOFF2 fonts
python3 scripts/extract-infographics.pyEvery page uses Pearl (:root). At most one block per viewport uses Lapis ([data-theme="lapis"]).
Max three hues in any chart: malachite for Seb, them + them-deep for every competitor, and at most one gold callout. There is no red, amethyst, or indigo in charts.
At most one gold element per view (plus the top/northstar mosaic ribbon). On Kopyttse, gold belongs on the antlers and tip nodes only—never gold card borders or outlines.
malachite, them, and gold are mark colours for bars and dots. For text on Pearl, always use malachite-ink, them-ink (on white surface), or ink-muted.
| Token | Pearl (page · :root) | Lapis (monolith · [data-theme="lapis"]) | Semantic role & contrast notes |
|---|---|---|---|
--canvas--lapis-canvas | #F4F3EE | #0E172A | Page ground. Pearl for every page; lapis only inside the one dark monolith per viewport (hero console, one dark section, northstar). |
--canvas-deep--lapis-canvas-deep | #EDECE5 | #1E1B4B | Alternate band behind a full-width section on pearl; on lapis the gradient partner of canvas (155deg canvas to canvas-deep). |
--surface--lapis-surface | #FFFFFF | #16213E | Cards, chart beds, tables and code panels set on canvas. |
--stone--lapis-stone | #EAE8DF | #1E294B | Hover fill, chart tracks, quiet chips. Never text. |
--border--lapis-border | #D8D5C8 | #2E365A | Hairline dividers and card edges. Decorative only: never the sole boundary of a control (pair with fill or ink). |
--ink--lapis-ink | #0E172A | #F4F3EE | Headlines, body copy and numbers on canvas and surface. |
--ink-muted--lapis-ink-muted | #586477 | #AEBBD0 | Secondary copy, captions, footnotes, axis labels on canvas and surface (5.4:1 pearl, 8.2:1 lapis surface). |
--malachite--lapis-malachite | #0D9488 | #2DD4BF | US: Seb bars, the winning option, Seb data points, status dots. A mark colour: 3.4:1 on pearl, so never body text there. |
--malachite-ink--lapis-malachite-ink | #0F766E | #5EEAD4 | Text in the brand colour: eyebrows, italic headline accents, links, Seb labels and Seb numbers (4.9:1 pearl, 12:1 lapis). Also the primary button fill on pearl. |
--on-malachite--lapis-on-malachite | #FFFFFF | #0E172A | Text on a malachite-ink (pearl) or malachite (lapis) fill, e.g. the primary button. |
--malachite-tint--lapis-malachite-tint | rgba(13,148,136,0.08) | rgba(45,212,191,0.14) | The Seb column in a comparison table, the selected tab or scenario, the 'ours' tag. |
--gold--lapis-gold | #C59B27 | #E5B842 | HIGHLIGHT: at most one element per view (a key number, a rule, the small diamond) plus Kopyttse's antlers. Never outlines, body text or a competitor series. |
--gold-ink--lapis-gold-ink | #8A6B16 | #E5B842 | Gold as text, when the one highlight is a word or number (4.5:1 pearl, 9.6:1 lapis). |
--them--lapis-them | #A8A29E | #475569 | THEM: every competitor and baseline bar, dot or ring. A mark colour (2.5:1); label it with them-ink. |
--them-deep--lapis-them-deep | #78716C | #64748B | A second competitor series when two must be told apart (e.g. Clef 27B vs Clef-flash 9B). Lightness, not hue, separates them. |
--them-ink--lapis-them-ink | #78716C | #94A3B8 | Competitor labels and values. 4.8:1 on surface (white), 4.3:1 on pearl canvas: on canvas use ink-muted instead. 7:1 on lapis. |
--focus-ring--lapis-focus-ring | #6366F1 | #818CF8 | 3px outline, 5px offset, on every focus-visible control (4:1 pearl, 6:1 lapis). The only indigo left in the system. |
--selection--lapis-selection | #0D9488 | #0D9488 | ::selection background, with white text. |
Cormorant Garamond for display headlines and hero metrics, Plus Jakarta Sans for UI and copy, JetBrains Mono for tabular data and code.
"Cormorant Garamond", Georgia, serif"Plus Jakarta Sans", Arial, sans-serif"JetBrains Mono", ui-monospace, monospaceHierarchy comes from canvas, surface, and 1px solid var(--border). Only the Lapis monolith carries --shadow-monolith.
--space-1 to --space-8)--space-14px--space-28px--space-312px--space-416px--space-524px--space-636px--space-748px--space-8104px3px--radius-xsChart bars, tracks, the 'ours' tag.
4px--radius-sBadges, release pill, nav CTA.
5px--radius-mButtons, inputs, selects, segmented controls.
8px--radius-lCards, benchmark explorer, icon tiles.
12px--radius-xlThe lapis monolith (hero console). Nothing else.
--shadow-monolith: 0 28px 65px -45px #0E172AOnly the lapis monolith. Cards use border, never shadow.
--shadow-none: noneEverything else: hierarchy comes from canvas / surface / border, not elevation.
Rendered directly from design-system/components/*/preview.html and bundle.css.
design-system/components/SectionHeading/The head of every page section: one eyebrow, one display headline, an optional short note.
Accuracy is a distribution, too. Explore the strengths, comparisons, and tradeoffs.
sl-eyebrow span (sentence case, malachite-ink), an h2 in display-l with at most one italic em turn, and an optional p note (two lines, right-aligned column, ink-muted).text-wrap: balance.<div class="sl" style="padding:28px;background:var(--canvas)">
<div class="sl-section-head"><div><span class="sl-eyebrow">Evidence over eloquence</span><h2>A small model.<br><em>A measurable difference.</em></h2></div><p>Accuracy is a distribution, too. Explore the strengths, comparisons, and tradeoffs.</p></div>
</div>design-system/components/Button/Buttons start an action or open the console; one primary per view.
class="sl-button sl-button--primary|--secondary" on an <a> or <button>, a sentence-case label, and a trailing arrow span (↗ external, → next, ↓ download) with aria-hidden="true".malachite-ink fill with on-malachite text on pearl; on lapis the fill is malachite with lapis text.border edge, stone on hover.radius-m, label 12px 600 Jakarta. Never gold, never a gradient, never two primaries side by side.<div class="sl" style="display:flex;gap:21px;flex-wrap:wrap;padding:20px;background:var(--canvas)">
<a class="sl-button sl-button--primary" href="#">Get $5 in free credits <span aria-hidden="true">↗</span></a>
<a class="sl-button sl-button--secondary" href="#">Try the playground <span aria-hidden="true">↗</span></a>
<div data-theme="lapis" style="background:var(--canvas);padding:12px;border-radius:var(--radius-l)"><a class="sl-button sl-button--primary" href="#">Build with Seb <span aria-hidden="true">↗</span></a></div>
</div>design-system/components/Badge/Badges state a fact about the thing beside them (release, status, model).
class="sl-badge" with a short sentence-case label; add sl-badge--ours only for a Seb result; an optional leading sl-badge__dot for live status.surface, border, ink). Never gold, indigo or amethyst badges.radius-s. One badge per line item.<div class="sl" style="display:flex;gap:10px;flex-wrap:wrap;align-items:center;padding:20px;background:var(--canvas)">
<span class="sl-badge"><span class="sl-badge__dot"></span>Meet Seb-9B-v2</span>
<span class="sl-badge">Streamable HTTP · available</span>
<span class="sl-badge sl-badge--ours">#1 at 9B</span>
<span class="sl-badge">Decision Index 0.3 public</span>
</div>design-system/components/Monolith/The lapis monolith is the one dark object on a screen: the hero console, a dark section, the northstar.
data-theme="lapis" and class="sl-monolith", an optional sl-monolith__bar title row and an sl-monolith__body.radius-xl, shadow-monolith, a 16px dot grid. Border is border (lapis), never gold.<div class="sl" style="padding:20px;background:var(--canvas)">
<div data-theme="lapis" class="sl-monolith">
<div class="sl-monolith__bar"><span><span class="sl-badge__dot" style="display:inline-block;margin-right:8px"></span>The decision engine</span><span style="font:500 11px var(--font-mono);color:var(--gold)">Δ<sup>K-1</sup></span></div>
<div class="sl-monolith__body" style="font:400 14px/1.8 var(--font-sans);color:var(--ink-muted)">Context in. A complete probability distribution out, in one forward pass.</div>
</div>
</div>design-system/components/ProbabilityRow/The signature: one row per option, the winner in malachite, the rest in them, values summing to 1.
style="width:<p*100>%" on sl-prob__fill; mark the argmax row sl-prob--winner.sl-prob__sum (Σ pᵢ = 1.0000) and, if values are not live, the words "Illustrative distribution".data (mono, tabular). Track 4px stone. Growth animation 0.45s; none under reduced motion.<div class="sl" data-theme="lapis" style="padding:24px;background:var(--canvas)">
<div class="sl-prob sl-prob--winner"><div class="sl-prob__head"><span>Look up payment record</span><span class="sl-data">0.9642</span></div><div class="sl-prob__track"><span class="sl-prob__fill" style="width:96.42%"></span></div></div>
<div class="sl-prob"><div class="sl-prob__head"><span>Answer from memory</span><span class="sl-data">0.0216</span></div><div class="sl-prob__track"><span class="sl-prob__fill" style="width:2.16%"></span></div></div>
<div class="sl-prob"><div class="sl-prob__head"><span>Escalate to a person</span><span class="sl-data">0.0142</span></div><div class="sl-prob__track"><span class="sl-prob__fill" style="width:1.42%"></span></div></div>
<div class="sl-prob__sum">Σ pᵢ = 1.0000 · Illustrative distribution</div>
</div>design-system/components/ComparisonBar/Horizontal bars comparing Seb with competitors on one metric.
sl-compare__fill width on one shared scale (state the axis 0-100 or the unit); Seb's row gets sl-compare__row--ours and the sl-tag-ours tag.malachite; every competitor them (a second competitor family them-deep). No other hues, at most one gold callout.<div class="sl" style="padding:24px;background:var(--surface)">
<div class="sl-compare">
<div class="sl-compare__row sl-compare__row--ours"><div class="sl-compare__head"><span>Seb-9B-v2<span class="sl-tag-ours">ours</span></span><span class="sl-data">59.16</span></div><div class="sl-compare__track"><span class="sl-compare__fill" style="width:59.16%"></span></div></div>
<div class="sl-compare__row"><div class="sl-compare__head"><span>Jev 1.13</span><span class="sl-data">57.96</span></div><div class="sl-compare__track"><span class="sl-compare__fill" style="width:57.96%"></span></div></div>
<div class="sl-compare__row"><div class="sl-compare__head"><span>Clef 27B</span><span class="sl-data">61.71</span></div><div class="sl-compare__track"><span class="sl-compare__fill" style="width:61.71%;background:var(--them-deep)"></span></div></div>
</div>
</div>design-system/components/MetricBand/A row of up to four hero numbers under the hero, divided by hairlines.
strong number in metric with an optional half-size unit span, a b label and a small source line (ink-muted).ink, never coloured; the source line is mandatory ("37 suites · public index").<div class="sl" style="padding:20px 28px;background:var(--canvas)">
<div class="sl-metrics">
<div><strong>59.16</strong><b>Decision Index 0.3</b><small>37 suites · public index</small></div>
<div><strong>21.7<span>ms</span></strong><b>Median decision latency</b><small>BF16 · RTX PRO 6000</small></div>
<div><strong>244<span>/s</span></strong><b>Single-GPU throughput</b><small>NVFP4 · batched decisions</small></div>
<div><strong>9<span>B</span></strong><b>Parameters. Open weights.</b><small>Text, structured state & vision</small></div>
</div>
</div>design-system/components/SimplexStage/The Δ^(K−1) probability simplex stage: visualises a calibrated distribution over K options in one forward pass.
div.sl-simplex inside a Lapis monolith (data-theme="lapis"), with vertex labels context (top), options[] (bottom-left), probabilities (bottom-right), and 0 generated tokens centred below the base edge.y = 200 in a 240px stage) must stay at least 18px above the 0 generated tokens label; never let a line slice through text.gold argmax point sits at the centroid/winner coordinates inside the simplex.<div class="sl" data-theme="lapis" style="padding:20px;background:var(--canvas)">
<div class="sl-simplex">
<svg viewBox="0 0 460 210" aria-hidden="true">
<path d="M230 24 64 172 396 172Z" fill="rgba(45,212,191,.06)" stroke="#2E365A" stroke-width="1.2"/>
<line x1="230" y1="24" x2="230" y2="122" stroke="#2E365A" stroke-dasharray="3 4"/>
<line x1="64" y1="172" x2="230" y2="122" stroke="#2E365A" stroke-dasharray="3 4"/>
<line x1="396" y1="172" x2="230" y2="122" stroke="#2E365A" stroke-dasharray="3 4"/>
<circle cx="230" cy="24" r="4" fill="#AEBBD0"/>
<circle cx="64" cy="172" r="4" fill="#2DD4BF"/>
<circle cx="396" cy="172" r="4" fill="#2DD4BF"/>
<circle cx="230" cy="122" r="6" fill="#E5B842"/>
<text x="230" y="13" text-anchor="middle" fill="#AEBBD0" font-family="var(--font-mono)" font-size="11">context</text>
<text x="64" y="190" text-anchor="middle" fill="#AEBBD0" font-family="var(--font-mono)" font-size="11">options[]</text>
<text x="396" y="190" text-anchor="middle" fill="#AEBBD0" font-family="var(--font-mono)" font-size="11">probabilities</text>
<text x="230" y="202" text-anchor="middle" fill="#5EEAD4" font-family="var(--font-mono)" font-size="11">0 generated tokens · Δ^(K−1)</text>
</svg>
</div>
</div>design-system/components/FigureCard/Framed research figure card for charts, Pareto frontiers, and benchmark tables.
figure.sl-figure (surface on canvas, 1px solid var(--border), radius-l), a div.sl-figure__head with span.sl-eyebrow, h3, and optional span.sl-badge, a div.sl-figure__stage (minimum 32px padding, centred content), and a figcaption.sl-figure__caption below.sl-figure__caption (12px/1.7 ink-muted) below the stage.malachite (Seb), them / them-deep (competitors), and at most one gold callout.<div class="sl" style="padding:20px;background:var(--canvas)">
<figure class="sl-figure">
<div class="sl-figure__head">
<div><span class="sl-eyebrow">First-tier routing · 17 public suites</span><h3>Seb-9B-v2 in front of Claude Opus 5.5</h3></div>
<span class="sl-badge sl-badge--ours">−51% cost at τ = 0.80</span>
</div>
<div class="sl-figure__stage">
<div class="sl-compare">
<div class="sl-compare__row sl-compare__row--ours"><div class="sl-compare__head"><span>Seb-9B-v2 → Opus cascade (τ = 0.80)<span class="sl-tag-ours">ours</span></span><span class="sl-data">0.838 · $0.49×</span></div><div class="sl-compare__track"><span class="sl-compare__fill" style="width:83.8%"></span></div></div>
<div class="sl-compare__row"><div class="sl-compare__head"><span>Always Claude Opus 5.5</span><span class="sl-data">0.836 · $1.00×</span></div><div class="sl-compare__track"><span class="sl-compare__fill" style="width:83.6%;background:var(--them-deep)"></span></div></div>
</div>
</div>
<figcaption class="sl-figure__caption">At τ = 0.80, Seb answers 53% of requests locally in ~22 ms and forwards uncertain cases to Opus.</figcaption>
</figure>
</div>design-system/components/DataTable/Tabular-nums benchmark and comparison table with inline visual tracks.
| Model | Public rows | p50 latency | Distribution |
|---|---|---|---|
| Seb-9B-v2 ours | 0.798 | 21.7 ms | |
| Claude Haiku 4.5 | 0.795 | ~480 ms | |
| Jev 1.13 (hosted) | 0.791 | ~310 ms |
table.sl-table inside a surface card (radius-l, 1px solid var(--border)).<th> header; never ALL-CAPS. Numeric columns right-aligned or set in sl-data (11px mono, tabular-nums).is-ours (malachite-tint background, malachite-ink text); competitors use them-ink and them / them-deep bars.<div class="sl" style="padding:20px;background:var(--canvas)">
<div class="sl-table-wrap">
<table class="sl-table">
<thead><tr><th>Model</th><th>Public rows</th><th>p50 latency</th><th>Distribution</th></tr></thead>
<tbody>
<tr class="is-ours"><td>Seb-9B-v2 <span class="sl-tag-ours">ours</span></td><td class="sl-data">0.798</td><td class="sl-data">21.7 ms</td><td><span class="sl-table__bar"><i style="width:79.8%;background:var(--malachite)"></i></span></td></tr>
<tr><td>Claude Haiku 4.5</td><td class="sl-data">0.795</td><td class="sl-data">~480 ms</td><td><span class="sl-table__bar"><i style="width:79.5%;background:var(--them-deep)"></i></span></td></tr>
<tr><td>Jev 1.13 (hosted)</td><td class="sl-data">0.791</td><td class="sl-data">~310 ms</td><td><span class="sl-table__bar"><i style="width:79.1%;background:var(--them)"></i></span></td></tr>
</tbody>
</table>
</div>
</div>design-system/components/CodePanel/Dark Lapis code panel for terminal commands, API requests, and MCP snippets.
curl https://seblabs.dev/api/v1/systemone \
-H "Authorization: Bearer $SEB_API_KEY" \
-d '{"context":"Order #418 refund check","options":["Look up payment record","Escalate"]}'
Returns a calibrated probability distribution in one forward pass.
div.sl-code (data-theme="lapis"), a div.sl-code__bar with language tabs or command title on the left and a copy button or runtime note on the right, a <pre><code> body (13px/1.7 var(--font-mono)), and an optional p.sl-code__note footer.canvas (#0E172A), border 1px solid var(--border) (#2E365A), radius radius-l (8px), no shadow.<div class="sl" style="padding:20px;background:var(--canvas)">
<div data-theme="lapis" class="sl-code">
<div class="sl-code__bar"><span class="sl-code__tab is-active">cURL</span><span class="sl-code__tab">Python</span><span class="sl-code__tab">TypeScript</span><span class="sl-code__meta">POST /api/v1/systemone</span></div>
<pre><code>curl https://seblabs.dev/api/v1/systemone \
-H "Authorization: Bearer $SEB_API_KEY" \
-d '{"context":"Order #418 refund check","options":["Look up payment record","Escalate"]}'</code></pre>
<p class="sl-code__note">Returns a calibrated probability distribution in one forward pass.</p>
</div>
</div>design-system/components/JournalCard/Editorial lab-notebook and artifact card used on the home page and `/posts`.
a.sl-journal-card (surface on canvas, 1px solid var(--border), radius-l), a div.sl-journal-card__meta with span.sl-badge + span.sl-data, an h3 in Cormorant Garamond (text-wrap: balance), a summary <p>, and a footer span.sl-journal-card__cta separated by a stone hairline.→ for internal journal notes, ↗ for external links, and ↓ for downloadable PDFs.malachite over 0.15s; never add drop shadows.<div class="sl" style="padding:20px;background:var(--canvas)">
<a class="sl-journal-card" href="#">
<div class="sl-journal-card__meta">
<span class="sl-badge sl-badge--ours">Research · Note 01</span>
<span class="sl-data">59.16 DI 0.3 · 21.7 ms</span>
</div>
<h3>Seb-9B-v2: decisions on your own hardware.</h3>
<p>Benchmarks across 37 public suites, confidence-routed first-tier cascades in front of Claude Opus (−51% cost), and simulated robotics.</p>
<span class="sl-journal-card__cta"><span>Read research note</span><span aria-hidden="true">→</span></span>
</a>
</div>design-system/components/IconTile/A 44px tile holding one line icon: 24px grid, 1.5px stroke, round caps, currentColor.
span.sl-icon-tile wrapping an inline <svg viewBox="0 0 24 24"> drawn to the spec (no fills, no emoji, no Unicode glyphs).malachite-tint with malachite-ink icon; never tint and border and colour together.<div class="sl" style="display:flex;gap:16px;padding:22px;background:var(--canvas)">
<span class="sl-icon-tile" title="Software that acts"><svg viewBox="0 0 24 24" aria-hidden="true"><path d="M5 6h9M5 12h6M5 18h9"/><path d="M15 9l3 3-3 3"/></svg></span>
<span class="sl-icon-tile" title="Markets in context"><svg viewBox="0 0 24 24" aria-hidden="true"><path d="M4 19h16"/><path d="M5 15l4-5 4 3 6-7"/><path d="M15 6h4v4"/></svg></span>
<span class="sl-icon-tile" title="Machines that respond"><svg viewBox="0 0 24 24" aria-hidden="true"><circle cx="6" cy="18" r="2"/><path d="M7.5 16.5L12 10l5 2"/><circle cx="12" cy="10" r="1.5"/><path d="M17 12l2-4M17 12l3 1"/></svg></span>
</div>design-system/components/MosaicRibbon/The 7px Malachite-Lapis-Gold mosaic band: the brand's one ornament.
div.sl-ribbon spanning the full width.<div class="sl" style="padding:16px;background:var(--canvas);display:grid;gap:12px"><div class="sl-ribbon"></div><div style="font:400 12px var(--font-sans);color:var(--ink-muted)">Top of page and the northstar section only.</div></div>Never recolour Kopyttse, never add gold borders around its frame, and never place it in a tile-in-a-tile. Use at most twice per page.
source/brand/assets/kopyttse_hf_avatar.svgRound medallion, gold on antlers and tip nodes only. Source for favicon, app icon, hero simplex, and northstar.
public/assets/kopyttse_state_01.svgWinning option locked in (p ≥ 0.70), benchmark wins, calibrated response cards.
public/assets/kopyttse_state_02.svgSub-25 ms single-pass latency and high-throughput batched decision workloads.
public/assets/kopyttse_state_03.svgSeb-9B-Fin point-in-time financial evaluation and regime-shift protection.
public/assets/kopyttse_state_04.svgEscalation to a slower reasoning model or human when the probability distribution is near a tie.
Run npm run check:design and npm run check:design:live to validate these rules before finishing any visual change.
At most one dark Lapis monolith and one gold element in any viewport. Never alternate dark and light sections.
Seb is always malachite (#0D9488 / #2DD4BF), competitors are always them (#A8A29E / #78716C), and at most one gold callout. No red, indigo, or amethyst in charts.
No text below 11px on web (10.5px on slides). Sentence case everywhere: headings, buttons, eyebrows, badges, table headers. Zero ALL-CAPS strips.
No clipped or overflowing text; simplex triangle edges never cross text labels; charts centred with at least 32px padding.
Bars grow over 0.4–0.45s ease; transitions 0.15s. Never use scroll-coupled animation-timeline or looping infinite ambient animations. Respect prefers-reduced-motion.
Every SVG rendered via <img> embeds subset WOFF2 fonts via scripts/extract-infographics.py. Kopyttse never has gold outlines or tile-in-tile framing.
Zero horizontal overflow, 3px solid focus-ring with 5px offset on all interactive controls, validated by npm run check:design:live.