claude-paper-summary

claude-paper-summary is a skill for Claude Code from alaliqing/claude-paper. It costs 51 tokens per session (2,169 once invoked), scanned A, original, MIT.

A skill for quickly summarising the main ideas and findings of a research paper, including papers provided as PDFs or links.

In plain words
What is it for?
Use it with a PDF, arXiv link, or paper URL when you need a concise overview rather than full study materials, code examples, or interactive visuals.
Why use it?
It lets you screen a paper and understand its central contributions without studying every detail.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: installed under .agents/ (shared by several agents).

Good fit Use it with a PDF, arXiv link, or paper URL when you need a concise overview rather than full study materials, code examples, or interactive visuals.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/alaliqing/claude-paper/claude-paper-summary
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 alaliqing/claude-paper --skill claude-paper-summary
Clone the repo
git clone --depth 1 https://github.com/alaliqing/claude-paper

Made for: Claude Code.

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 claude-paper-summary

README.md
[![agentmods](https://agentmods.dev/badge/skills/alaliqing/claude-paper/claude-paper-summary/github.svg)](https://agentmods.dev/skills/alaliqing/claude-paper/claude-paper-summary)
Your own site
<a href="https://agentmods.dev/skills/alaliqing/claude-paper/claude-paper-summary"><img src="https://agentmods.dev/badge/skills/alaliqing/claude-paper/claude-paper-summary/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 claude-paper-summary

Your own site · 80×15
<a href="https://agentmods.dev/skills/alaliqing/claude-paper/claude-paper-summary"><img src="https://agentmods.dev/badge/skills/alaliqing/claude-paper/claude-paper-summary.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,169 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
  • NVIDIA SkillSpector pass 7 Sept 2026
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 $0.00051 $0.02169
Opus 5 $0.00026 $0.01085
Sonnet 5 $0.00010 $0.00434
Haiku 4.5 $0.00005 $0.00217

Measured 11d ago against content hash 98bb1131e572, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

claude-paper-summary 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 11d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • summary — 89% identical, 36 lines differ
.agents/skills/claude-paper-summary/SKILL.md · 269 lines

How it starts

The opening of the file, as written. The whole thing — 269 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Cross-Agent Compatibility

This file is generated from the existing Claude Paper Skill. Its workflow and output requirements are unchanged; only equivalent host metadata, the plugin-root variable, and cross-skill invocation are adapted.

Resolve CLAUDE_PAPER_PLUGIN_ROOT to the absolute plugin/ directory in this package before each shell invocation. From this SKILL.md, that directory is ../../../plugin. Treat every ${CLAUDE_PAPER_PLUGIN_ROOT} reference below as that resolved absolute directory. Do not substitute the current workspace root.

When this workflow asks to launch the viewer, load and follow the claude-paper-webui skill.


Quick Paper Summary Workflow

This skill generates a concise summary of a research paper's core ideas and key points.

When to use:

  • You want to quickly understand what a paper is about
  • You need the main contributions without deep technical details
  • You're screening papers to decide which to study in depth

When NOT to use:

  • You want comprehensive study materials (use claude-paper-study skill instead)
  • You need code demonstrations
  • You want interactive visualizations

Language Detection: Detect the user's language from their input and generate ALL materials in that language.

  • Example: User says "我们学习一下这篇论文" → Generate materials in Chinese
  • Example: User says "Let's study this paper" → Generate materials in English

Step 0: Check Dependencies (First Run Only)

if [ ! -f "${CLAUDE_PAPER_PLUGIN_ROOT}/.installed" ]; then
  echo "First run - installing dependencies..."
  cd "${CLAUDE_PAPER_PLUGIN_ROOT}"
  npm install || exit 1

  # Install Python dependencies for image extraction
  python3 -m pip install pymupdf --user 2>/dev/null || pip3 install pymupdf --user 2>/dev/null || echo "Warning: Failed to install pymupdf"

  touch "${CLAUDE_PAPER_PLUGIN_ROOT}/.installed"
  echo "Dependencies installed!"
fi

Step 1: Download and Parse PDF

Supports multiple input formats:

  • Local path: ~/Downloads/paper.pdf
  • Direct PDF URL: https://arxiv.org/pdf/1706.03762.pdf
  • arXiv URL: https://arxiv.org/abs/1706.03762

Read the full file on GitHub · 269 lines

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. 11d ago First seen · 269 lines · 51 tokens per session scan A 98bb1131e572

Subscribe to this mod's changes

claude-paper-summary is a skill published in the GitHub repository alaliqing/claude-paper (335 stars, last pushed 27d ago), licensed MIT. It adds 51 tokens to every session and 2,169 once invoked, about $0.0003 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 2026-08-30.

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