English Polish

v1.0.0

Refine non-native English writing for grammar, fluency, tone, and idiomatic expression across academic, business, creative, and casual contexts.

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Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for 371166758-qq/qf-english-polish.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "English Polish" (371166758-qq/qf-english-polish) from ClawHub.
Skill page: https://clawhub.ai/371166758-qq/qf-english-polish
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

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openclaw skills install qf-english-polish

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npx clawhub@latest install qf-english-polish
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Purpose & Capability
The name and description (English writing polish) line up with the SKILL.md instructions: stepwise grammar/fluency/register/idiom edits. No unrelated dependencies, env vars, or binaries are requested.
Instruction Scope
The SKILL.md limits actions to analyzing and rewriting user-provided text using four explicit layers and a fixed output format. It does not instruct the agent to read system files, environment variables, or send data to external endpoints.
Install Mechanism
There is no install spec and no code files; the skill is instruction-only, so nothing will be downloaded or written to disk during install.
Credentials
The skill requests no environment variables, secrets, or config paths—exactly what you would expect for a text-polishing instruction-only skill.
Persistence & Privilege
The skill does not request always:true or any special persistent privileges. It is user-invocable and can be invoked autonomously by the agent by default (normal for skills).
Assessment
This skill appears coherent and low-risk: it only describes how to edit text and doesn't ask for credentials or install code. Before using, avoid pasting highly sensitive or secret data (passwords, private keys, confidential PHI) into text you ask the skill to polish, because any input you provide could be logged or stored by the host platform. If you need guaranteed local-only processing, prefer a local tool or run the edits in an environment you control. Otherwise, feel comfortable using this skill for typical writing (emails, essays, resumes) knowing its instructions match its purpose.

Like a lobster shell, security has layers — review code before you run it.

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155downloads
0stars
1versions
Updated 1mo ago
v1.0.0
MIT-0

English Polish

Refine English writing for grammar, fluency, and native-level expression. Covers academic, business, creative, and casual registers.

Description

This skill provides systematic English writing improvement for non-native speakers and anyone looking to elevate their prose. It goes beyond basic grammar correction to address fluency, tone consistency, idiomatic usage, register appropriateness, and stylistic refinement across different writing contexts.

When to Use

  • Polishing emails, essays, articles, or reports written in English
  • Improving English cover letters, resumes, or LinkedIn profiles
  • Refining academic papers written by non-native English speakers
  • Making business communications sound more professional
  • Elevating casual writing to sound more natural and fluent

Instructions

Review Process

Apply these four layers in order. Each layer builds on the previous.

Layer 1: Grammar & Mechanics

Fix objective errors first:

CategoryCommon Issues
Subject-verb agreement"The data show" (plural) vs "The data shows" (common but debated)
Article usagea/an/the misuse, especially with uncountable nouns
Tense consistencyUnjustified tense shifts within paragraphs
Pronoun referenceAmbiguous "it", "this", "which"
Comma splicesJoining independent clauses with only a comma
Dangling modifiers"Walking down the street, the trees were beautiful"
Parallelism"I like reading, writing, and to code" → "reading, writing, and coding"

Layer 2: Fluency & Flow

Address sentence-level smoothness:

Fixes to apply:

  • Break sentences over 35 words into shorter ones
  • Vary sentence length (mix short punchy sentences with longer analytical ones)
  • Remove filler phrases: "in order to" → "to", "due to the fact that" → "because", "at this point in time" → "now"
  • Replace weak verbs: "make a decision" → "decide", "give an explanation" → "explain", "have a discussion" → "discuss"
  • Use transitional phrases between ideas: however, moreover, in contrast, as a result
  • Ensure each paragraph flows logically from the previous one

Common Chinese-English Interference Patterns:

Chinese PatternLiteral TranslationNatural English
虽然...但是Although... but...Although... [no "but"]
我觉得I feel/thinkI believe/In my opinion
毫无疑问Without doubtUndoubtedly / Certainly
越来越More and moreIncreasingly / Growing
进行研究Conduct researchStudy / Investigate / Research

Layer 3: Register & Tone

Match the writing level to the context:

Academic: Formal, precise, hedged

  • Use: "Furthermore," "Nevertheless," "It has been demonstrated"
  • Avoid: contractions, colloquialisms, rhetorical questions

Business: Professional, clear, action-oriented

  • Use: "Please find attached," "I'd like to propose," "Looking forward to"
  • Avoid: overly academic language, slang, emotional language

Casual/Conversational: Natural, relaxed, direct

  • Use: contractions, phrasal verbs, idioms
  • Avoid: overly formal constructions, unnecessary complexity

Creative: Engaging, varied, expressive

  • Use: sensory language, metaphors, varied sentence structures
  • Avoid: clichés, passive voice overuse

Layer 4: Idiomatic Enhancement

Replace literal or awkward phrasing with natural English:

AwkwardNatural
"I'm very agree with you""I completely agree"
"It has a big impact to me""It had a huge impact on me"
"I have no idea about this""I'm not familiar with this"
"I will try my best to do it""I'll do my best"
"Every coin has two sides""There are two sides to every story"

Output Format

Present corrections as:

## English Polish Results

**Overall Level**: [Advanced / Intermediate / Basic]
**Primary Issues**: [Grammar / Fluency / Tone / Idiom]

### Corrections

1. **[Category]** Original → Revised
   Reason: Brief explanation

2. ...

### Refined Version
[Full polished text]

If the text is already near-native, say so — don't force unnecessary changes. Sometimes the original is fine and only minor tweaks are needed.

Examples

Before: "With the development of technology, more and more people begin to use AI tools to improve their work efficiency. Although AI has many advantages, but it also brings some problems."

After: "As technology advances, an increasing number of people are adopting AI tools to boost productivity. While AI offers significant advantages, it also presents new challenges."

Before: "I am writing this email to inform you that we need to have a meeting about the project. Please let me know your available time so that we can schedule it."

After: "I'd like to schedule a meeting to discuss the project. Could you share your availability this week?"

Before: "The reason why I chose this topic is because it is very interesting and nobody has researched it before."

After: "I chose this topic because it raises intriguing questions that remain underexplored in the literature."

Tips

  • Read the polished text aloud — if it sounds awkward to say, it's not fluent enough
  • Less is more: if a word doesn't add meaning, remove it
  • Prefer active voice unless passive serves a specific purpose (academic method descriptions, diplomatic language)
  • Keep the author's voice — don't rewrite their personality out of the text
  • For academic writing, prefer "this study demonstrates" over "it is demonstrated by this study"

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