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Agent skill · Audited from source

Constraint Aware Text Copy Editor

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.64
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. 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,…

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ModelsAtlas. “Constraint Aware Text Copy Editor (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/constraint-aware-text-copy-editor

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

What it tells the agent

Full source on GitHub ↗

Its description: 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,…

---
id: "559ca802-5e96-47ca-92ea-7adb15815f4b"
name: "constraint_aware_text_copy_editor"
description: "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."
version: "0.1.64"
tags:
  - "rewriting"
  - "editing"
  - "copywriting"
  - "constraints"
  - "scientific-writing"
  - "academic-writing"
  - "grammar"
  - "correction"
  - "learning"
  - "tutor"
  - "adverbs"
  - "text-editing"
  - "rephrasing"
  - "alternatives"
  - "paraphrasing"
  - "strict-output"
  - "text-shortening"
  - "summarization"
  - "conciseness"
  - "verbose"
  - "expansion"
  - "text_expansion"
  - "word_count"
  - "formal"
  - "task_description"
  - "business_documentation"
  - "style_transfer"
  - "wikipedia_style"
  - "neutral_point_of_view"
  - "scholarship"
  - "essay"
  - "word_limit"
  - "eloquence"
  - "proofreading"
  - "英文缩写"
  - "句子改写"
  - "要点保留"
  - "被动语态"
  - "文本编辑"
  - "running_title"
  - "title_shortening"
  - "synonyms"
  - "clarity"
  - "coherence"
  - "cefr"
  - "proficiency_level"
  - "british_english"
  - "dialect"
  - "academic writing"
  - "scientific style"
  - "text editing"
  - "native-speaker"
  - "naturalness"
  - "translation"
  - "sincere_tone"
  - "customer-service"
  - "email"
  - "empathy"
  - "sentence_count"
  - "reading_level"
  - "wedding_blog"
  - "editorial"
  - "lifestyle"
  - "third_person"
  - "headings_generation"
  - "text formatting"
  - "bullet points"
  - "text expansion"
  - "commands"
  - "بازنویسی آکادمیک"
  - "ویرایش انگلیسی"
  - "متن علمی"
  - "آکادمیک"
  - "ترجمه علمی"
  - "highlights"
  - "text-processing"
  - "cohesion"
  - "text_refinement"
  - "emojis"
  - "tone_indicators"
  - "resume"
  - "cv"
  - "personal_statement"
  - "hr tone"
  - "talent acquisition"
  - "ecommerce"
  - "operations_manager"
  - "freelance_proposal"
  - "client_focused"
  - "vocabulary"
  - "simplification"
  - "technical writing"
  - "report refinement"
  - "pharmaceutical documentation"
  - "LIMS"
  - "investigation_reports"
  - "英文写作"
  - "文本优化"
  - "风格转换"
  - "重写"
  - "润色"
  - "job_description"
  - "scientific editing"
  - "formal style"
  - "客服"
  - "邮件翻译"
  - "跨文化沟通"
  - "英文润色"
  - "售后支持"
  - "pronouns"
  - "perspective"
  - "paragraph"
  - "writing"
  - "style"
  - "human-like"
  - "peel"
  - "english-improvement"
  - "english"
  - "text-leveling"
  - "education"
  - "australian-english"
  - "text-correction"
  - "motivation"
  - "quotes"
  - "fun"
  - "punctuation"
  - "capitalization"
  - "rewrite"
  - "data preservation"
  - "informal tone"
  - "depth"
  - "logic"
triggers:
  - "rewrite with constraints"
  - "rewrite in academic style"
  - "rewrite text removing unnecessary adverbs"
  - "Format as system notice"
  - "Provide 3 alternatives"
  - "Make improvements to this text"
  - "Rewrite for coherence"
  - "Rephrase the following text in your own words"
  - "Rewrite this text without adding anything else"
  - "Paraphrase this text strictly"
  - "Do not add anything else in your reply"
  - "shorten the text below"
  - "from now every message i send you you should shorten"
  - "make this text shorter"
  - "condense this text"
  - "summarize this briefly"
  - "summarize this in less than 250 words"
  - "how can i summarize this in less than 250 words"
  - "keep this in less than 250 words"
  - "summarize my scholarship answer"
  - "shorten this text for an application"
  - "respond to everything with the verbose-ness"
  - "write in a verbose manner"
  - "make the response more bulky"
  - "expand this phrase"
  - "use overly verbose language"
  - "length increase"
  - "increase length by"
  - "expand text by"
  - "add words to text"
  - "make text longer by"
  - "Create a description for this task"
  - "Make this simple and comprehensive"
  - "Make it more simple and formal"
  - "make it 50 words"
  - "Refine this task description"
  - "Make this paragraph better with a neutral point of view"
  - "Rewrite this for a Wikipedia article"
  - "Paraphrase in an academic voice"
  - "Edit this text to be neutral"
  - "Rewrite with an academic tone"
  - "professionally and eloquently reword"
  - "reword the following professionally"
  - "rewrite this eloquently"
  - "make this text professional and eloquent"
  - "请缩写下面句子"
  - "缩写这段英文"
  - "缩短句子不要忽略要点"
  - "缩写句子不要用被动语态"
  - "improve:"
  - "fix grammar"
  - "check sentence structure"
  - "rewrite this sentence"
  - "running title in X words"
  - "summarize title into X words"
  - "shorten title to X words"
  - "create running title"
  - "running title just in X words"
  - "rewrite the text using synonyms"
  - "rewrite the text by using synonyms"
  - "keep the language clear and simple"
  - "rewrite text but keep the meaning"
  - "reformulate in B1 English level"
  - "reformulate in C1 English level"
  - "write text with phrasal verbs level B2"
  - "reformulate in British English"
  - "adjust text to proficiency level"
  - "Re-phrase this text"
  - "Make this coherent and scientific"
  - "Provide 3 alternatives for this sentence"
  - "Refine this academic paragraph"
  - "Make this compact and excellent"
  - "proofread to make it more natural"
  - "paraphrase exactly in a native speaker way"
  - "make it logical and concise"
  - "rewrite without changing meaning"
  - "native speaker proofreading"
  - "Polish this sentence"
  - "make it nativelike"
  - "translate into authentic English"
  - "Is this sentence native-like"
  - "polish these sentences"
 

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Similar skills

Questions about Constraint Aware Text Copy Editor

What does the Constraint Aware Text Copy Editor skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Constraint Aware Text Copy Editor safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Constraint Aware Text Copy Editor access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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