prompts-collection

Provides ready-to-use prompt templates for academic translation, polishing, and de-AI-ification.

Updated Jul 5, 2026
One-click install
npx skills add https://github.com/huaibovip/research-marketplace --skill prompts-collection-huaibovip
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompts-collection
Source: https://github.com/huaibovip/research-marketplace/tree/main/plugins/research-writing-assistant/skills/prompts-collection
Command: npx skills add https://github.com/huaibovip/research-marketplace --skill prompts-collection-huaibovip

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Academic writers often struggle to craft effective prompts for translating, polishing, and removing AI-sounding phrasing from research papers, leading to inconsistent output quality. ## Core Features & Use Cases - Translation Templates: Chinese-to-English academic translation and English-to-Chinese comprehension prompts with LaTeX-aware constraints. - Polishing & De-AI-ification: English and Chinese polishing prompts plus a curated vocabulary table of overused AI-style words with recommended replacements. - Expansion, Shortening & Review: Prompts for controlled word-count adjustment, final logic checks, figure/table caption generation, and reviewer-style paper assessment. - Use Case: A researcher pastes a Chinese draft paragraph, applies the academic translation prompt, and receives LaTeX-formatted English output with a Chinese back-translation and modification log. ## Quick Start Ask the assistant to translate and polish this Chinese academic paragraph into LaTeX-formatted English using the prompts-collection templates.

Frequently Asked Questions about prompts-collection

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

FAQPage Schema
How do I translate a Chinese academic paper into English with AI?

Use the Chinese-to-English academic translation prompt, which assigns the AI a dual role of research writer and reviewer. It outputs LaTeX-formatted English plus a Chinese back-translation while enforcing plain, connected prose without lists or formatting marks.

How to remove AI-sounding words from academic writing?

Apply the de-AI-ification prompt, which rewrites text to avoid overused terms like leverage, delve into, and tapestry. The skill includes a vocabulary table mapping AI-flavored words to natural academic replacements.

Does this skill support LaTeX-formatted paper drafts?

Yes, most prompts accept English LaTeX code snippets as input and preserve LaTeX commands in the output. Translation prompts can also strip citation and reference commands when producing plain Chinese text.

Can I use these prompts to shorten or expand a paragraph?

Yes, dedicated prompts handle micro-adjustments of roughly 5-15 words in either direction. Shortening converts clauses to phrases and removes filler, while expansion surfaces implicit conclusions and adds connective logic.

What are the limitations of prompt-template-based polishing?

The templates rely on the underlying AI model's language ability and do not verify factual or citation accuracy. Users must still review outputs, especially for domain-specific terminology and journal-specific style requirements.