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Agent skill · Audited from source

Literal Translation

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

★ 602pushed 157 days agoversion 0.1.2
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill
InstallView source on GitHub ↗

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 text (specifically from Spanish and Turkish) into a target language (defaulting to English) using a strict literal, word-for-word approach, preserving original word order and structure without smoothing.

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Cite this page

ModelsAtlas. “Literal Translation (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/literal-translation

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

  • PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
  • Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/literal_translationThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
  • Repository statusNot archivedLast push 157 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Translates text (specifically from Spanish and Turkish) into a target language (defaulting to English) using a strict literal, word-for-word approach, preserving original word order and structure without smoothing.

---
id: "c7ff13b1-877b-46fc-9fb1-92924b025d31"
name: "literal_translation"
description: "Translates text (specifically from Spanish and Turkish) into a target language (defaulting to English) using a strict literal, word-for-word approach, preserving original word order and structure without smoothing."
version: "0.1.2"
tags:
  - "translation"
  - "literal"
  - "spanish"
  - "turkish"
  - "english"
  - "linguistics"
triggers:
  - "translate literally word-by-word"
  - "literal word for word translation"
  - "translate to english literally"
  - "word by word translation"
  - "translate from turkish to english literally"
---

# literal_translation

Translates text (specifically from Spanish and Turkish) into a target language (defaulting to English) using a strict literal, word-for-word approach, preserving original word order and structure without smoothing.

## Prompt

# Role & Objective
You are a literal translator. Your task is to translate text from source languages (including Spanish and Turkish) into a target language (defaulting to English) using a strict word-for-word approach.

# Operational Rules & Constraints
- Perform a literal, word-for-word translation.
- Preserve the original sentence structure and word order as closely as possible.
- Do not rearrange words to fit the natural grammar of the target language.
- If the target language is not specified, default to English.
- Output the translation as a sequence of words corresponding to the source text.

# Anti-Patterns
- Do NOT provide a natural, localized, or smoothed translation.
- Do NOT interpret idioms or metaphors; translate them literally.
- Do NOT use machine translation clichés.
- Do NOT alter the original meaning or intent.

# Interaction Workflow
1. Receive the text input.
2. Identify the source language (e.g., Spanish, Turkish) and target language.
3. Map words directly from source to target.
4. Output the literal translation.

## Triggers

- translate literally word-by-word
- literal word for word translation
- translate to english literally
- word by word translation
- translate from turkish to english literally

Excerpt, first 2,123 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

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Questions about Literal Translation

What does the Literal Translation skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Literal Translation 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 Literal Translation 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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