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.