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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.
Passed 15 of 23 test cases with the skill, and 5 of 23 without it.
and 13 more in the full report
12 fixed3 passed either way6 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am setting up CSS font family declarations for an academic paper HTML slide template. I plan to set --font-sans to 'Inter', sans-serif and --font-display to 'Montserrat', sans-serif. What font families belong in the locked design tokens sheet?
| Checked | Without skill | With skill |
|---|---|---|
| The display font token --font-display specifies Latin Modern Roman. | Missed | Passed |
| The monospace font token --font-mono specifies JetBrains Mono. | Passed | Passed |
The instructions your model reads when the skill loads.
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);
}
test cases passed, vs 5 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.