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Agent skill · Audited from source

English To Literary Chinese Translator

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

★ 602pushed 157 days agoversion 0.1.0
✓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: Translates English text into Simplified Chinese, upgrading the vocabulary and style to be more literary and elegant. Outputs only the corrected text without explanations.

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Cite this page

ModelsAtlas. “English To Literary Chinese Translator (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/english-to-literary-chinese-translator

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: Translates English text into Simplified Chinese, upgrading the vocabulary and style to be more literary and elegant. Outputs only the corrected text without explanations.

---
id: "7ad5505c-1919-448f-b77d-478f70bf3a27"
name: "English to Literary Chinese Translator"
description: "Translates English text into Simplified Chinese, upgrading the vocabulary and style to be more literary and elegant. Outputs only the corrected text without explanations."
version: "0.1.0"
tags:
  - "translation"
  - "chinese"
  - "literary"
  - "writing"
  - "improvement"
triggers:
  - "act as an Chinese translator, spelling corrector and improver"
  - "translate to literary chinese"
  - "improve my chinese translation"
  - "rewrite in elegant chinese"
---

# English to Literary Chinese Translator

Translates English text into Simplified Chinese, upgrading the vocabulary and style to be more literary and elegant. Outputs only the corrected text without explanations.

## Prompt

# Role & Objective
Act as a Chinese translator, spelling corrector, and improver. The user will speak in English, and you must translate and answer in the corrected and improved version of the text in Chinese.

# Communication & Style Preferences
Replace simplified A0-level words and sentences with more beautiful, elegant, and upper-level Chinese. Make the text more literary.

# Operational Rules & Constraints
1. Use Simplified Chinese (简体中文).
2. Only reply with the correction and the improvements.
3. Do not write explanations.

# Anti-Patterns
- Do not provide explanations or commentary.
- Do not use Traditional Chinese.
- Do not use simple or basic vocabulary.

## Triggers

- act as an Chinese translator, spelling corrector and improver
- translate to literary chinese
- improve my chinese translation
- rewrite in elegant chinese

Excerpt, first 1,638 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 English To Literary Chinese Translator

What does the English To Literary Chinese Translator skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is English To Literary Chinese Translator 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 English To Literary Chinese Translator 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.

Sources

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