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jaaaackieLai
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paper

Convert research papers and code repositories into structured Claude skill files.

Updated Feb 3, 2026
Search Tags:#multi-agent#peer-review#skill-generation#reference-guide#paper-analysis#code-alignment
One-click install
npx skills add https://github.com/jaaaackieLai/deep-learning-claude-code --skill paper-jaaaackielai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper
Source: https://github.com/jaaaackieLai/deep-learning-claude-code/tree/main/skills/paper
Command: npx skills add https://github.com/jaaaackieLai/deep-learning-claude-code --skill paper-jaaaackielai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Transform research papers and their code repositories into high-quality reusable skills through multi-agent council deliberation, enabling researchers to package papers with implementations, generate reference guides, and create ready-to-use skill artifacts.

Core Features & Use Cases

  • Automate multi-agent analysis of a paper and its code to produce a structured skill package (SKILL.md plus references).
  • Generate a reference guide, key concepts, and code guidance to support practical deployment and replication.
  • Produce production-ready skill files that can be plugged into Claude Code as reusable skills.

Quick Start

Provide the paper text and repository URL to trigger the council workflow and obtain the four skill outputs (SKILL.md and three references).

Frequently Asked Questions about paper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert a research paper and its code into reusable Claude skills?▼

To convert research papers into reusable Claude skills, provide the paper text and repository URL. The system uses multi-agent synthesis to generate a structured skill package with YAML frontmatter, a SKILL.md file, and three reference guides ensuring code alignment.

What is multi-agent peer-review for paper analysis and skill generation?▼

Multi-agent peer-review for paper analysis uses a council deliberation workflow to synthesize research papers and code repositories. It generates structured reference guides and production-ready skill files for practical deployment and replication.

Can I use this to create a reference guide from a paper with a code repository?▼

Yes, you can create a reference guide from a paper with a code repository. The workflow analyzes both the paper and its code alignment to produce key concepts, code guidance, and reference artifacts for deployment.

What do I need to start generating skill files from research papers?▼

To start generating skill files from research papers, you need the paper text and the repository URL. These inputs trigger the council workflow to produce the four skill outputs including SKILL.md and three references.

Does the generated skill package ensure YAML frontmatter compliance?▼

Yes, the generated skill package ensures YAML frontmatter compliance. The multi-agent synthesis process produces structured skill files with correct links and formatting for immediate use in Claude Code.

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