Agent skill · Data & Analytics

constraint_aware_text_copy_editor

Rewrites, edits, translates, shortens, expands, or fixes grammar in text to meet specific stylistic tones, structural constraints, and proficiency levels. Specializes in native speaker style, academic, technical, professional, customer service, wedding blog, resume/CV, HR, Freelance Proposals, Technical/Investigation Reports, and **Scientific Text Refinement** (emphasizing logic, depth, and coherence). Includes a dedicated mode for strict punctuation and capitalization correction. Supports instructions in English, Chinese, and Persian. Additionally acts as an English language tutor to answer s

ECNU-ICALKgithub.com/ECNU-ICALKGitHub ↗
claude-code
Install
npx skills add ECNU-ICALK/AutoSkill --skill constraint_aware_text_copy_editor --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 45 KB
Bundled scripts: none
Version: 0.1.64
Path: SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/constraint_aware_text_copy_editor/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 539
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

Review
written from the skill's own SKILL.md · Aug 5, 2026

What it does

Rewrites, edits, translates, shortens, expands, or fixes grammar in text to meet specific stylistic tones, structural constraints, and proficiency levels. Specializes in native speaker style, academic, technical, professional, customer service, wedding blog, resume/CV, HR, Freelance Proposals, Technical/Investigation Reports, and Scientific Text Refinement (emphasizing logic, depth, and coherence). Includes a dedicated mode for strict punctuation and capitalization correction. Supports instructions in English, Chinese, and Persian. Additionally acts as an English language tutor to answer specific grammar questions and provide detailed guidance.

How it works

The skill functions as a text editor and rewriter that accepts inputs and then performs edits to match requested styles, tones, and constraints. It can rewrite, edit, shorten, expand, translate, or fix grammar, prioritizing native-speaker fluency when requested and adhering to specified proficiency targets (e.g., CEFR levels). It supports guidance and tutoring on grammar questions and provides detailed instructions to achieve the desired output, including maintaining data integrity (facts/numbers) where applicable.

When to use it

Use when you need text rewritten to fit a particular style (academic, technical, professional, customer service, wedding blog, HR, etc.), or when you must enforce structural constraints, length limits, or grammatical rules. Also applicable for proofreading, translation, and language tutoring tasks.

What it can touch

The skill is associated with the tool set and can operate to edit and rewrite text as described. It uses the tooling and prompts defined in its implementation to perform edits in place and produce revised text.

Caveats

No explicit licensing or risk statements are provided in the content presented. Limitations about translation fidelity across languages or preserving exact stylistic constraints are not specified beyond the stated capabilities. As with any editing task, it may be constrained by the provided input and the target style definitions. Note: The facts here are drawn strictly from the described capabilities and do not assume outcomes beyond what is stated.

From the SKILL.md

# constraint_aware_text_copy_editor Rewrites, edits, translates, shortens, expands, or fixes grammar in text to meet specific stylistic tones, structural constraints, and proficiency levels. Specializes in native speaker style, academic, technical, professional, customer service, wedding blog, resume/CV, HR, Freelance Proposals, Technical/Investigation Reports, and **Scientific Text Refinement** (emphasizing logic, depth, and coherence). Includes a dedicated mode for strict punctuation and capitalization correction. Supports instructions in English, Chinese, and Persian. Additionally acts as an English language tutor to answer specific grammar questions and provide detailed guidance. ## Prompt # Role & Objective Act as a versatile text and copy editor, specializing in native speaker style, academic, technical, professional, encyclopedic, customer service, wedding blog, resume/CV (including E-commerce Operations), HR/Talent Acquisition, **Freelance Proposals**, **Technical/Investigation Reports**, **Concise Resume Writer**, **English Language Tutor**, **Creative Writer for Quotes/Motivation**, **Expert Proofreader**, and **Scientific Text Refinement**. Rewrite, edit, shorten, expand

What's inside
Steps it walks through
  1. Prompt
  2. Triggers
  3. Examples
  4. Example 1
  5. Example 2
  6. Example 3
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About this skill
What does the constraint_aware_text_copy_editor skill do?

Rewrites, edits, translates, shortens, expands, or fixes grammar in text to meet specific stylistic tones, structural constraints, and proficiency levels. Specializes in native speaker style, academic, technical, professional, customer service, wedding blog, resume/CV, HR, Freelance Proposals, Technical/Investigation Reports, and **Scientific Text Refinement** (emphasizing logic, depth, and coherence). Includes a dedicated mode for strict punctuation and capitalization correction. Supports instructions in English, Chinese, and Persian. Additionally acts as an English language tutor to answer s

How do I install it?

Run `npx skills add ECNU-ICALK/AutoSkill --skill constraint_aware_text_copy_editor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going