Evidence and findings
- cover — italic venue kicker, double rule, serif title, author line with
- toc/outline — .toc-list numbered contents
- section-divider — ghost numeral + ink rule
nexu-io/open-design
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.
npx skills add https://github.com/nexu-io/open-design --skill "plugins/_official/examples/hps-academic-paper"Source checked Jul 28, 2026·Refresh due Oct 26, 2026
Reorganized from the pinned upstream SKILL.md
A 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-w…
npx skills add https://github.com/nexu-io/open-design --skill "plugins/_official/examples/hps-academic-paper"The pinned source contains enough sections and task detail for a source-grounded deep guide; automated content is still not an independent test.
1,010 source words · 7 usable sections
Evidence and findings
Review workflow
Sections are extracted automatically from the pinned SKILL.md and link back to the source.
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 --accent-3 dark red appears only for errata, negative deltas or "withdrawn/deprecated" marks.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 corne…
All three display slots are serif. Latin Modern Roman is named first
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…
1. cover — italic venue kicker, double rule, serif title, author line with superscript affiliations, hairline rule, affiliation small print 2. toc/outline — .toc-list numbered contents 3. section-divider — ghost numeral + ink rule 4. abstract + contributions — .abstract beside a…
One self-contained HTML file; inline + ; zero build,
SkillSignal prompt templates
These prompts were written by SkillSignal from the source structure; they are not upstream text.
Source-grounded prompt
Use for a review or audit task while explicitly checking the source sections.
Use hps-academic-paper for this review or audit task: [task]. Inputs and constraints: [details]. Work through these pinned SKILL.md sections: “Design tokens (locked — reproduce verbatim in :root)”, “Typography”, “Academic devices (theme-signature components — use them)”, “Layout masters (all demonstrated in example.html, 11 pages)”, “Slide system & runtime (keep verbatim)”. Cite the concrete requirements that shape each step, do not invent capabilities absent from the source, and verify the result against: [acceptance criteria].
Review checklist
The source section “Design tokens (locked — reproduce verbatim in :root)” has been checked.
The source section “Typography” has been checked.
The source section “Academic devices (theme-signature components — use them)” has been checked.
The source section “Layout masters (all demonstrated in example.html, 11 pages)” has been checked.
Source output checked: cover — italic venue kicker, double rule, serif title, author line with
Source output checked: toc/outline — .toc-list numbered contents
Choose a different workflow
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program
A separate implementation from coreyhaines31/marketingskills; compare its source, maintenance signals, and permission requirements.
Open source detailWhen the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o
A separate implementation from coreyhaines31/marketingskills; compare its source, maintenance signals, and permission requirements.
Open source detailUse when the user says "review the design", "check the UI", or wants a comprehensive UI/UX review. Uses a 7-phase methodology covering interaction, responsiveness, accessibility, and more.
A separate implementation from event4u-app/agent-config; compare its source, maintenance signals, and permission requirements.
Open source detailFAQ
A 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-w…
The source record exposes this install command: npx skills add https://github.com/nexu-io/open-design --skill "plugins/_official/examples/hps-academic-paper". Inspect the command and pinned source before running it.
Quality breakdown
Based on traceable docs and repository signals; stars are not treated as quality.
Compare before choosing
These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o
Use when the user says "review the design", "check the UI", or wants a comprehensive UI/UX review. Uses a 7-phase methodology covering interaction, responsiveness, accessibility, and more.
Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.
When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find prospects," "find leads," "lead gen list," "find SaaS companies that," "find B2B companies," "find local businesses," "ICP-fit accounts," "who should we go after," "outbound list," "target account list," "find clients near me," "businesses without websites," "prospect research,"
A 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.