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prompts-collection

Provide ready-to-use prompts for translating, polishing, and de-AI-ifying academic text.

Updated May 15, 2026
Search Tags:#translation#LaTeX#academic writing#prompt templates#manuscript polishing#de-AI writing#reviewer-style editing
One-click install
npx skills add https://github.com/lth0/codexSkill --skill prompts-collection-lth0
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompts-collection
Source: https://github.com/lth0/codexSkill/tree/main/skills/agents/research-writing/prompts-collection
Command: npx skills add https://github.com/lth0/codexSkill --skill prompts-collection-lth0

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the need for high-quality, task-specific prompt templates to translate, polish, or de-AI-ify academic writing so outputs sound natural, accurate, and submission-ready.

Core Features & Use Cases

  • Academic translation: Convert Chinese↔English academic text while controlling formatting constraints and removing templated AI phrasing.
  • Manuscript polishing: Deep edit LaTeX-based passages or refine Chinese academic paragraphs with controlled scope and output structure.
  • De-AI rewriting: Rewrite text to reduce “AI flavor” (English and Chinese) while preserving meaning, data, definitions, and boundaries.
  • Logic and style support: Provide reviewer-style consistency checks and generate figure/table caption text in appropriate formats.

Quick Start

Ask to “translate and de-AI-ify this Chinese academic paragraph into natural English while preserving all technical meaning and LaTeX commands.”

Frequently Asked Questions about prompts-collection

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

FAQPage Schema
How do I de-AI-ify academic text to remove AI writing patterns for journal submission?▼

Academic manuscript polishing deep edits LaTeX-based passages with controlled scope and structured outputs. It refines English and Chinese academic paragraphs by enforcing specific formatting rules and returning refined text, translation logs, and consistency check results.

Can I translate Chinese academic paragraphs into English while preserving LaTeX commands?▼

Academic translation converts Chinese to English text while preserving LaTeX commands and controlling formatting constraints. It removes templated AI phrasing to produce natural, accurate translations suitable for manuscript submission.

What is the best way to perform reviewer-style consistency checks on academic manuscripts?▼

Reviewer-style consistency checks evaluate academic manuscripts for logical coherence and style uniformity. This process generates structured check results that identify inconsistencies, ensuring technical content and formatting meet journal submission standards.

How do I generate figure and table captions in appropriate academic formats?▼

Caption generation creates figure and table text in appropriate academic formats. By applying controlled constraints, it produces structured outputs that satisfy journal requirements for technical descriptions and formatting rules.

How do I polish LaTeX-based academic passages with controlled editing scope?▼

Manuscript polishing deep edits LaTeX-based passages with controlled scope and structured outputs. It enforces specific formatting rules and returns refined text, translation logs, and consistency check results for academic writing.

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