Research-Paper-Writing-Skills
Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's open notes for Codex, Claude Code, and Gemini.
Research-Paper-Writing-Skills is an agent skill package that equips AI coding assistants with structured workflows for drafting and improving machine learning, computer vision, and NLP research papers. Curated from Prof. Peng Sida's academic writing methodology and adapted into reusable skill definitions, it provides section-specific templates and review checklists for Codex, Claude Code, and Gemini. Researchers can invoke the skill to rewrite sections, check claim-evidence alignment, or perform pre-submission reviews with a reviewer's mindset.
Key Features
Use Cases
- 01Drafting or rewriting research paper abstracts to improve clarity and impact
- 02Strengthening Introduction sections with better motivation and contribution statements
- 03Improving Methods section logic and reproducibility descriptions
- 04Enhancing Experiments sections with proper claim-evidence pairing
- 05Running final pre-submission reviews to catch logical gaps before peer review
- 06Standardizing academic writing style across ML, CV, and NLP paper drafts
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Research-Paper-Writing-Skills — FAQ
What is Research-Paper-Writing-Skills?+
It is an agent skill package that provides AI coding assistants with structured workflows, templates, and checklists for drafting and improving academic research papers in machine learning, computer vision, and natural language processing. The methodology is adapted from Prof. Peng Sida's open study notes.
How do I install this skill in Codex?+
Copy the research-paper-writing folder into your $CODEX_HOME/skills/ directory, then reference it in prompts using $research-paper-writing followed by your task, such as improving an Introduction section.
Which AI coding agents support this skill?+
The skill works with Codex, Claude Code (CC), and Gemini. Each has specific installation paths: Codex uses $CODEX_HOME/skills/, Claude Code uses ~/.claude/skills/ or .claude/skills/ for project-level, and Gemini uses ~/.gemini/skills/.
Do I need API keys or special prerequisites?+
No API keys are required. You only need one of the supported AI coding agents (Codex, Claude Code, or Gemini) already installed and configured on your system.
Is this skill free to use?+
Yes, the skill package is open source and released under the MIT License, allowing free use, modification, and distribution.
Can I use this skill for papers outside ML/CV/NLP?+
While the templates and examples are tailored to machine learning, computer vision, and natural language processing research, the core writing workflows (claim-evidence checks, section logic, reviewer mindset) apply broadly to technical academic writing.
How do I install Research-Paper-Writing-Skills?+
Open the source repository on GitHub and follow its README. Research-Paper-Writing-Skills is a skill — MCP Agents Market links you directly to the official repo.
Is Research-Paper-Writing-Skills free?+
Research-Paper-Writing-Skills is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.