Paper Analysis

Paper Analysis is an Automation skill for Claude Code, published by Xiangyue-Zhang in auto-deep-researcher-24x7.

1.3K stars111 forkson Xiangyue-Zhang/auto-deep-researcher-24x7Added 2026/08/20Repository updated 2026/06/03

ai-agentautonomous-agentclaude-codedeep-learningexperiment-automationgpuhyperparameter-tuningllm-agentmachine-learningmlopspytorchresearch-automation

Install in seconds

Install Paper Analysis

Copy Paper Analysis into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Xiangyue-Zhang/auto-deep-researcher-24x7/tree/main/skills/paper-analyze ~/.claude/skills/paper-analyze

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Xiangyue-Zhang/auto-deep-researcher-24x7.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/paper-analyze/SKILL.md in Xiangyue-Zhang/auto-deep-researcher-24x7
Installs to: ~/.claude/skills/paper-analyze
Collection: One of 8 skills cataloged from this repository
Category: Automation — 1523 skills

What Paper Analysis does

Paper Analysis performs deep analysis of a single academic paper, extracting figures from the arXiv source and producing a structured review covering problem, method, experiments, and insights.

Paper Analysis is cataloged under Automation on DirSkills. Paper Analysis comes from a repository tagged ai-agent, autonomous-agent, claude-code, deep-learning and experiment-automation.

Documentation

README

Excerpt

paper-analyze

Perform deep analysis of a single academic paper.

Usage

Claude Code: /paper-analyze <arxiv_id or url>
Codex: $paper-analyze

Behavior

Fetch paper metadata from arXiv API
Attempt to download arXiv source package (.tar.gz)
Extract actual figures from source (not screenshots)
Read the full paper (PDF if source unavailable)
Generate structured analysis

Figure Extraction

Priority order:

arXiv source package → extract .png/.jpg/.pdf figures
PDF extraction as fallback
Name files with arxiv_id prefix to avoid collisions

Output Format

This is the opening of the README. Read the full README on GitHub.

Commands Paper Analysis provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/paper-analyze

Frequently asked about Paper Analysis

What else does Xiangyue-Zhang publish alongside Paper Analysis?
Paper Analysis is one of 8 skills that DirSkills catalogs from Xiangyue-Zhang/auto-deep-researcher-24x7, the repository it ships in. Its siblings there include Auto Experiment, Conf Search and Daily Papers. Each one is a separate skill with its own page in this directory, installs the same way Paper Analysis does, and is maintained by Xiangyue-Zhang in that same repository. The rest of the collection is listed on the Xiangyue-Zhang/auto-deep-researcher-24x7 page.
How does Paper Analysis compare to other Automation skills?
Paper Analysis ranks #693 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Paper Analysis against them. Open each page to compare what they document and how they install.