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master-cai/research-paper-writing-skills

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Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's open notes for Codex, Claude Code, and Gemini.

概要

Important Attribution Most writing knowledge and methodology in this repository comes from Prof. Peng Sida (彭思达)'s open study notes: https://pengsida.notion.site/c1a22465a0fa4b15a12985223916048e Prof. Peng's original repository: https://github.com/pengsida/learning_research I sincerely thank Prof. Peng for openly sharing these valuable experiences. My contribution is organization, structured adaptation, and packaging as reusable Skills. This repository currently provides one skill package: - research-paper-writing/ - SKILL.md: core workflow and usage rules - references/: section-specific writing guides and templates - agents/openai.yaml: agent metadata - Drafting or rewriting Abstract / Introduction / Method / Experiments / Conclusion - Improving paragraph flow and section logic - Checking claim-evidence alignment - Running pre-submission self-review from a reviewer mindset Copy the skill into $CODEX_HOME/skills/: Use either a global or project-level installation.

README

Skills: Research Paper Writing

中文介绍.

Important Attribution Most writing knowledge and methodology in this repository comes from Prof. Peng Sida (彭思达)'s open study notes: https://pengsida.notion.site/c1a22465a0fa4b15a12985223916048e Prof. Peng’s original repository: https://github.com/pengsida/learning_research I sincerely thank Prof. Peng for openly sharing these valuable experiences. My contribution is organization, structured adaptation, and packaging as reusable Skills.

Repository Overview

This repository currently provides one skill package:

  • research-paper-writing/
    • SKILL.md: core workflow and usage rules
    • references/: section-specific writing guides and templates
    • agents/openai.yaml: agent metadata

Typical use cases:

  • Drafting or rewriting Abstract / Introduction / Method / Experiments / Conclusion
  • Improving paragraph flow and section logic
  • Checking claim-evidence alignment
  • Running pre-submission self-review from a reviewer mindset

Installation

Assume you are in the repository root.

1) Codex

Copy the skill into $CODEX_HOME/skills/:

mkdir -p "$CODEX_HOME/skills"
cp -R research-paper-writing "$CODEX_HOME/skills/"

Usage example:

Use $research-paper-writing to improve my paper's Introduction.

2) CC (Claude Code)

Use either a global or project-level installation.

Global:

mkdir -p "$HOME/.claude/skills"
cp -R research-paper-writing "$HOME/.claude/skills/"

Project-level:

mkdir -p .claude/skills
cp -R research-paper-writing .claude/skills/

In prompts, explicitly request this skill, for example: Please use the research-paper-writing skill.

3) Gemini

Copy this skill into your Gemini skills directory:

mkdir -p "$HOME/.gemini/skills"
cp -R research-paper-writing "$HOME/.gemini/skills/"

Then ask concrete tasks in Gemini (for example, rewriting an Abstract with claim-evidence checks).

Credits

Again, this repository is primarily based on Prof. Peng Sida (彭思达)'s open notes, while my work focuses on curation and Skills adaptation. Prof. Peng’s original repository: https://github.com/pengsida/learning_research

License

This project is licensed under the MIT License. See LICENSE.

View this README on GitHub

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インストール

npx skillfish add master-cai/research-paper-writing-skills