scipilot-writing-skill

Transform scientific drafts into submission-grade English or Chinese prose with machine-checked quality.

184|10|Updated Jun 15, 2026
One-click install
npx skills add https://github.com/Haojae/scipilot-writing-skill --skill scipilot-writing-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scipilot-writing-skill
Source: https://github.com/Haojae/scipilot-writing-skill/tree/main
Command: npx skills add https://github.com/Haojae/scipilot-writing-skill --skill scipilot-writing-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-docx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenges of scientific writing by providing a comprehensive solution that transforms rough drafts into polished, submission-grade English (or Chinese) prose, ensuring high-quality output with a machine-checked contract.

Core Features & Use Cases

  • Translation and Polishing: Converts Chinese drafts, rough paragraphs, or sections into submission-grade English (or Chinese) prose.
  • Translation: Offers accurate translation between Chinese and English.
  • Condensing and Expanding: Condenses lengthy text while retaining key information or expands text to provide more detail.
  • Logic Checking: Ensures the logical consistency of the text.
  • Section Drafting: Assists in drafting sections like Title, Abstract, Introduction, Methods, Results, and Discussion.
  • Figure and Table Captions: Generates clear and concise captions for figures and tables.
  • Results Analysis: Analyzes experimental results and presents them in a coherent manner.
  • Reviewer-style Self-check: Provides a self-check from the perspective of a reviewer to ensure the quality of the writing.
  • Cover Letters and Rebuttals: Helps in writing cover letters and rebuttals for journal submissions.
  • Use Case: Imagine you have a rough draft of a scientific paper in Chinese. Use this Skill to translate it into English, refine the language, check for logical consistency, and generate a cover letter for journal submission.

Quick Start

Use the scipilot-writing-skill to translate and polish the attached Chinese text 'paper_draft.md' into English.

Frequently Asked Questions about scipilot-writing-skill

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

FAQPage Schema
How do I translate a Chinese scientific paper draft into submission-grade English?

To translate Chinese drafts into submission-grade English, this skill handles translation, text polishing, and logic checking. It transforms rough paragraphs into refined prose while running machine-checked AI-tell and punctuation validations for high-quality output.

Can I draft a journal cover letter and reviewer rebuttal automatically?

You can draft journal cover letters and rebuttals automatically using this skill. It generates these documents based on your manuscript text, applying a writing-quality evidence chain to ensure professional, submission-ready academic correspondence.

Does scientific writing polishing check for AI-generated text and Markdown contamination?

Scientific writing polishing includes machine-checked validations for AI-generated text, Markdown contamination, LaTeX escaping, and full-width punctuation. These automated checks ensure the final text meets strict academic formatting and submission standards.

What do I need to draft specific sections like Methods or Results from raw data?

To draft specific sections like Methods or Results, you need raw text or data inputs and Python 3.9+ with the python-docx dependency installed. The skill processes these inputs to generate coherent section drafts and analyze experimental results.

How do I condense lengthy scientific text while retaining key logic?

To condense lengthy scientific text while retaining key logic, the skill performs targeted text condensation and logic checking. It reduces word count without losing critical information, running an AI read-back self-review loop to verify logical consistency.

Can I generate figure and table captions for a .docx manuscript file?

You can generate clear figure and table captions for a .docx manuscript file. The skill leverages the python-docx dependency for document input and output, producing concise, descriptive captions formatted correctly for journal submission.