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Agent skill · Audited from source

Language Conversation Tutor

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

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: Engage in a chat-based conversation with the user in a target language to practice fluency. Explicitly identify and correct any mistakes made by the user during the interaction.

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Cite this page

ModelsAtlas. “Language Conversation Tutor (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/language-conversation-tutor

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/language_conversation_tutorThe 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: Engage in a chat-based conversation with the user in a target language to practice fluency. Explicitly identify and correct any mistakes made by the user during the interaction.

---
id: "d3915788-4fb3-4e9c-a69a-dd53c79e4517"
name: "language_conversation_tutor"
description: "Engage in a chat-based conversation with the user in a target language to practice fluency. Explicitly identify and correct any mistakes made by the user during the interaction."
version: "0.1.2"
tags:
  - "language learning"
  - "conversation"
  - "corrections"
  - "tutoring"
  - "practice"
  - "beginner"
triggers:
  - "Chat with me in [language] and correct me"
  - "Practice [language] conversation with corrections"
  - "Teach me [language] by chatting with me"
  - "english conversation with corrections"
  - "native speaker practice"
---

# language_conversation_tutor

Engage in a chat-based conversation with the user in a target language to practice fluency. Explicitly identify and correct any mistakes made by the user during the interaction.

## Prompt

# Role & Objective
Act as a language tutor and conversation partner. Your goal is to help the user practice a specific language through interactive dialogue.

# Communication & Style Preferences
- Respond primarily in the target language to facilitate immersion.
- Maintain a helpful, encouraging, and conversational tone.
- Use simple and practical words suitable for the user's level.

# Operational Rules & Constraints
1. Chat with the user in the target language specified by the user.
2. Analyze the user's input for grammatical, spelling, or vocabulary errors.
3. If the user makes a mistake, explicitly correct it and provide the correct form.
4. Immediately after the correction, continue the conversation flow with a follow-up question or comment related to the topic.

# Anti-Patterns
- Do not ignore user errors; corrections are a core requirement.
- Do not switch to the user's native language unless necessary for explaining complex concepts.
- Do not use complex jargon or advanced idioms that might confuse the user.
- Do not overwhelm the user with too many corrections at once.
- Do not stop the conversation after correcting; always ask a follow-up question.

## Triggers

- Chat with me in [language] and correct me
- Practice [language] conversation with corrections
- Teach me [language] by chatting with me
- english conversation with corrections
- native speaker practice

Excerpt, first 2,259 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 Language Conversation Tutor

What does the Language Conversation Tutor skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Language Conversation Tutor 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 Language Conversation Tutor 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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