A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision-grade academic research deck for PI, lab group, reviewers.
9881cffA locked, single-theme deck plugin in the html-ppt-studio family, ported from
the MIT-licensed lewislulu/html-ppt-skill
academic-paper theme (assets/themes/academic-paper.css on the upstream
templates/deck.html scaffold). The register is a LaTeX article walking on
stage: paper-white ground, ink-black serif text, link-blue underlined
citations, italic kickers, hairline rules everywhere, zero rounded corners,
no shadows. It reads like Computer Modern even when Computer Modern is not
installed.
Start from example.html in this plugin folder. It is the proven seed: keep
its :root token sheet, base/slide-system CSS, academic device classes, deck
chrome and the entire navigation script verbatim, then replace only the slide
content. Do not rewrite the design system, and do not introduce any color or
font outside this spec.
:root):root{
--bg:#fdfcf8; --bg-soft:#f7f5ed; --surface:#ffffff; --surface-2:#f5f3ea;
--border:rgba(20,20,20,.14); --border-strong:rgba(20,20,20,.35);
--text-1:#0a0a0a; --text-2:#333333; --text-3:#707070;
--accent:#1a3a7a; /* link blue — citations, "ours" data, best numbers */
--accent-2:#0a0a0a; /* ink — rules, heavy structure */
--accent-3:#8a1a1a; /* sparing dark red — errata/negative only */
--good:#1a5a2a; --warn:#8a6a1a; --bad:#8a1a1a;
--grad:linear-gradient(135deg,#1a3a7a,#0a0a0a);
--grad-soft:linear-gradient(135deg,#e8edf8,#f5f3ea);
--radius:0px; --radius-sm:0px; --radius-lg:0px;
--shadow:none;
--shadow-lg:0 1px 2px rgba(0,0,0,.1);
--font-sans:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
--font-serif:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
--font-mono:'JetBrains Mono',SFMono-Regular,Menlo,monospace;
--font-display:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
--letter-tight:-.01em; --letter-normal:0;
--ease:cubic-bezier(.4,0,.2,1);
}
Hard color discipline: paper white, ink black, link blue, and the three
semantic statuses are the entire palette. --accent-3 dark red appears
only for errata, negative deltas or "withdrawn/deprecated" marks. Never add
gradients beyond the two declared tokens, never round a corner, never cast a
shadow stronger than --shadow-lg.
Latin Modern Roman is named first
so machines with LaTeX fonts get the real thing; Playfair Display (+
Noto Serif SC for CJK, then Georgia) is the webfont fallback. Google
Fonts @import for Playfair Display (incl. italics), Noto Serif SC and
JetBrains Mono are the only permitted external references.--letter-tight:-.01em..kicker is the theme signature: italic, link blue, sentence case,
letter-spacing:0, weight 400 — never uppercase, never bold.font-variant-numeric:tabular-nums.| class | device |
|---|---|
| .rule / .rule-double | hairline rule / LaTeX titlepage double rule (2px over 1px) |
| .abstract | italic abstract environment between two hairline rules, bold lead word |
| .cite | [n] citation anchor — mono, link blue, underlined |
| .figure + .figcaption | ruled figure box with numbered italic caption (<b>Figure 1:</b> …) |
| .booktabs | three-line table: 2px top/bottom rules, 1px header rule, no vertical rules; .best bolds winners in link blue |
| .footnote | dagger small print under a hairline rule |
| .references | hanging [n] bibliography list, titles in <i> |
| .toc-list | numbered outline with hairline separators and italic timing column |
| .section-num | oversized ghost numeral (in --surface-2) for section dividers |
Every figure and table must carry a numbered caption — that is what makes
the deck feel like a paper. Diagrams are ink-line inline SVG (1.5px ink
strokes, serif labels, the "ours" box tinted #e8edf8/link blue); charts are
pure CSS bars on a heavy ink axis with baselines in muted --surface-2 and
exactly one link-blue "ours" bar. No chart libraries, no remote images.
example.html, 11 pages).toc-list numbered contents.abstract beside a .check list.footnote CI.figure with Figure caption.best winners.references bibliography + contact lineCompose decks from these masters; sequence
cover → outline → (divider → 2–4 content pages) × N → conclusions → references.
<style> + <script>; zero build,
zero external JS. Each page is <section class="slide" data-title="…">
inside <div class="deck" id="deck"> — a horizontal scroll-snap strip,
one 100vw × 100vh screen per slide (16:9 / 1280×720 baseline, fluid via
clamp()), padding 72px 96px, no internal scrolling..deck-header (running head: short title · venue, italic),
.deck-footer (attribution + N / total counter), 2px .progress-bar in
link blue.←/→/Space/PageUp/PageDown/Home/End; #/N hash deep links via
history.replaceState in try/catch (srcdoc-safe). The script's dual
capture-phase listeners with Event-identity dedupe, .deck scroll sync and
body auto-focus fix real iframe-host bugs — do not simplify them away.
This variant is theme-locked: there is no T theme cycling.<div class="notes">…</div> per slide.anim-rise-in/anim-fade-up hero
plus one anim-stagger-list per slide. No 3D, no glitch, no confetti —
this is a lecture hall, not a launch party.example.html; keep all <style> blocks and the <script> verbatim.N / total counter automatically..notes.#/5 deep-links, no slide overflows
vertically, no color or font outside the token sheet.Theme tokens and the deck scaffold come from the upstream MIT-licensed
lewislulu/html-ppt-skill
(© lewis <sudolewis@gmail.com>) — theme academic-paper. The LICENSE
file ships alongside this skill; keep it in place when redistributing.
Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/hps-academic-paper · pinned to the source commit
# Run from your project root
git clone https://github.com/nexu-io/open-design.git .skillboard-tmp
git -C .skillboard-tmp checkout 9881cff70e02be86c2a58130af512011ba23d4af
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/plugins/_official/examples/hps-academic-paper" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/nexu-io/open-design.git .skillboard-tmp
git -C .skillboard-tmp checkout 9881cff70e02be86c2a58130af512011ba23d4af
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/plugins/_official/examples/hps-academic-paper" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/hps-academic-paper
Scanner static-checks@0.1.0 · commit 9881cff70e02. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.