Can it help me write for a specific journal like Nature or IEEE?

Yes. You can provide a sample paper from your target journal, and the skill will analyze the prose style, citation format, and structure to replicate it in your draft.

Does the skill support LaTeX and mathematical formulas?

Absolutely. It is designed to handle LaTeX formatting for equations, symbols, and citations, ensuring compatibility with academic publishing workflows.

How does this skill prevent citation hallucinations?

It is strictly restricted to referencing papers found within your specified ScholarAIO workspace. It uses the 'scholaraio show' command to verify literature before citing it.

Can it analyze my experimental data to help write the Results section?

Yes, it can execute Python code to perform statistical tests and data visualization, using those results to write accurate and evidence-backed analysis for your paper.

Academic Paper Writing Assistant

Name: Academic Paper Writing Assistant
Author: ZimoLiao

byZimoLiao

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Content Management

Generates evidence-based research paper sections using local workspace citations to ensure academic integrity and technical accuracy.

The Paper Writing skill for Scholar All-In-One transforms Claude into a specialized academic research partner capable of drafting and refining complete research papers. By connecting directly to a local workspace of verified literature, it eliminates AI hallucinations by grounding every claim and citation in real-world evidence. The skill assists across the entire writing lifecycle—from analyzing the specific style of target journals and drafting complex methodology sections to performing Python-based data validation for results—ensuring that your manuscript is both technically rigorous and stylistically appropriate for your field.

Key Features

01Integrates Python-based data analysis to verify experimental results and support claims in the Discussion section.

02Drafts all standard manuscript sections including Introduction, Related Work, Method, Results, and Conclusion.

03265 GitHub stars

04Grounds all citations in real workspace papers to prevent AI hallucinations and fabricated references.

05Automates citation management and BibTeX export based on the actual literature used in the drafting process.

06Analyzes and mimics the writing style, terminology, and structure of specific target journals or conferences.

Use Cases

01Writing a Results and Discussion section that quantitatively compares new experimental data against existing baselines.

02Synthesizing a Related Work section by grouping and comparing papers stored in a research workspace.

03Drafting a Methods section that maintains consistent LaTeX mathematical notation and logical flow.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zimoliao/scholaraio paper-writing

For use in Claude.ai and ChatGPT