nature-polishing

Polish academic prose into Nature-leaning English while preserving scientific meaning.

Updated May 21, 2026
One-click install
npx skills add https://github.com/Liangxianguang/helpfulskills --skill nature-polishing-liangxianguang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nature-polishing
Source: https://github.com/Liangxianguang/helpfulskills/tree/main/nature-skills/skills/nature-polishing
Command: npx skills add https://github.com/Liangxianguang/helpfulskills --skill nature-polishing-liangxianguang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It solves the problem of academic writing that is structurally unclear, evidence-heavy claims that are overconfident, and English prose that does not read like strong journal writing, especially for Nature-style expectations.

Core Features & Use Cases

  • Paper-architecture first polishing: Rebuilds arguments by paper type (research vs methods, etc.), using an hourglass structure and reader workflow before sentence-level edits.
  • Nature/Nature Communications pattern layer: Applies abstract, introduction, Results/Discussion, conclusion, and title patterns to improve rhetorical sequencing and signal strength.
  • Phrasebank-style wording support: Uses phrase families for hedging, transitions, evidence strength, limitations, and implication language to tighten readability without fabricating content.

Quick Start

Use the nature-polishing skill to polish the attached manuscript section into concise Nature-leaning English while preserving the original meaning and evidence boundaries.

Frequently Asked Questions about nature-polishing

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

FAQPage Schema
How do I polish academic prose into Nature-style English for publication?

To polish academic prose into Nature-style English, the skill applies writing-strategy rules and Nature Communications patterns to rebuild arguments structurally before making sentence-level edits, ensuring concise rhetorical sequencing while preserving scientific meaning.

What is the best way to translate a Chinese academic draft into publication-quality English?

Translating a Chinese academic draft into publication-quality English involves diagnosing the paper type and section first, then applying Academic Phrasebank-style phrase families for hedging, transitions, and evidence strength to match Nature-leaning writing expectations.

How do I fix overconfident evidence claims in scientific manuscript writing?

Fixing overconfident evidence claims in scientific manuscript writing requires applying specific style guardrails and hedging language, using phrase families that tighten readability without fabricating content or exceeding original evidence boundaries.

Can I use this to restructure an abstract and introduction for a research paper?

Yes, you can restructure an abstract and introduction for a research paper by applying an hourglass architecture and specific Nature Communications pattern layers to improve rhetorical sequencing and signal strength before editing wording.

Does manuscript polishing work for both research and methods paper sections?

Manuscript polishing works for both research and methods paper sections by diagnosing the paper type and section job first, then applying tailored writing-strategy rules to match the specific structural and rhetorical requirements of each section.

What are the limitations of automated scientific writing and hedging adjustments?

The limitation of automated scientific writing and hedging adjustments is that the tool preserves original evidence intent and ethics boundaries strictly, meaning it tightens readability and applies phrase families without fabricating scientific content or overstating claims.