Awesome Ai Research Writing

What This Skill Does

The Awesome AI Research Writing skill is a comprehensive toolkit designed to streamline the academic writing workflow for researchers and scholars. Curated from elite academic institutions like MSRA and Peking University, this skill provides specialized prompts and procedural guidance to transform raw drafts into publication-ready manuscripts. It bridges the gap between drafting and formal submission by offering structural polish, logical refinement, and professional translation capabilities.

Installation

To integrate this skill into your development environment, use the OpenClaw command-line interface. Simply run the following command in your terminal:

clawhub install openclaw/skills/skills/adisinghstudent/awesome-ai-research-writing

Ensure that you have the appropriate permissions set in your project directory to allow for document scanning and prompt execution.

Use Cases

This skill is highly versatile and serves several core academic functions:

1. Language Translation & Refinement: Convert Chinese academic drafts into high-quality, publication-standard English LaTeX.
2. Logic & Tone Adjustment: Automatically strip AI-generated artifacts from your writing to ensure a natural, human-like voice.
3. Reviewer Simulation: Get preemptive feedback on your paper based on rigorous criteria used by top-tier AI conferences like ICML and ICLR.
4. Formatting Management: Adjust section lengths or handle complex LaTeX syntax with precision.

Example Prompts

• "Review this methodology section as if you were an ICML reviewer. Point out any logical gaps or potential concerns."
• "Translate my Chinese notes on the attention mechanism into a formal, concise English paragraph for my abstract."
• "My current discussion section is too wordy. Please rewrite it for clarity, removing repetitive phrases while maintaining the technical depth."

Tips & Limitations

To get the best results, always provide context—such as the specific conference or journal requirements—when using these prompts. While the skill excels at polishing and translation, it should be used as a collaborative tool rather than a replacement for human critical thinking. Always perform a manual final review, as AI can occasionally introduce hallucinatory citations if not grounded with your existing references.