hps-academic-paper

hps-academic-paper is a skill for Claude Code, Codex from nexu-io/open-design. It costs 49 tokens per session (2,722 once invoked), scanned A, original, Apache-2.0.

A research presentation design system for reviewing work on how large language models generalize beyond examples they have seen. It presents the field, research gap, evidence, and open questions in an academic paper style.

In plain words
What is it for?
Use it for lab meetings, research reviews, conference-style talks, coursework defenses, and presentations to reviewers.
Why use it?
It helps researchers explain technical findings and unresolved issues in a format suitable for review and discussion.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for lab meetings, research reviews, conference-style talks, coursework defenses, and presentations to reviewers.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nexu-io/open-design/hps-academic-paper
About the project

OpenDesign is an open-source, local-first desktop app that lets coding agents create prototypes, dashboards, slide decks, images, video, and design systems as exportable files. It is used by people working with agent runtimes such as Claude Code, Codex, Cursor, and DeepSeek Harness. The catalogue add-ons extend the OpenDesign workflow with skills, instructions, commands, and plugins.

nexu-io/open-design · 95,309 stars · on GitHub · open-design.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nexu-io/open-design --skill hps-academic-paper
Clone the repo
git clone --depth 1 https://github.com/nexu-io/open-design

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for hps-academic-paper

README.md
[![agentmods](https://agentmods.dev/badge/skills/nexu-io/open-design/hps-academic-paper/github.svg)](https://agentmods.dev/skills/nexu-io/open-design/hps-academic-paper)
Your own site
<a href="https://agentmods.dev/skills/nexu-io/open-design/hps-academic-paper"><img src="https://agentmods.dev/badge/skills/nexu-io/open-design/hps-academic-paper/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for hps-academic-paper

Your own site · 80×15
<a href="https://agentmods.dev/skills/nexu-io/open-design/hps-academic-paper"><img src="https://agentmods.dev/badge/skills/nexu-io/open-design/hps-academic-paper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,722 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Snyk pass 7 Sept 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Tool Misuse · line 183
    Tool calls are chained to bypass individual safety checks or escalate capabilities beyond what any single tool call would allow.
    Fix: Limit tool chaining depth and validate the output of each tool before passing it to the next. Require explicit user approval for multi-step chains.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.02722
Opus 5 $0.00024 $0.01361
Sonnet 5 $0.00010 $0.00544
Haiku 4.5 $0.00005 $0.00272

Measured 7d ago against content hash 04a4c409ea16, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

hps-academic-paper scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/_official/examples/hps-academic-paper/SKILL.md · 185 lines

How it starts

The opening of the file, as written. The whole thing — 185 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Academic Paper(学术论文风)

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.

Design tokens (locked — reproduce verbatim in :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);
}

Read the full file on GitHub · 185 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 185 lines · 49 tokens per session scan A 04a4c409ea16

Subscribe to this mod's changes

hps-academic-paper is a skill published in the GitHub repository nexu-io/open-design (95,309 stars, last pushed yesterday), licensed Apache-2.0. It adds 49 tokens to every session and 2,722 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories