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Agent skill · Audited from source

Automated Screenshot Translation Script

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: Create a Python script to automate the workflow of capturing a screenshot using the Snipping Tool, uploading it to the Google Translate website (image mode) without using an API, extracting the translated text, saving…

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Cite this page

ModelsAtlas. “Automated Screenshot Translation Script (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/automated-screenshot-translation-script

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: Create a Python script to automate the workflow of capturing a screenshot using the Snipping Tool, uploading it to the Google Translate website (image mode) without using an API, extracting the translated text, saving…

---
id: "f2e0cd31-c8be-42d1-8562-41efcc0f3d52"
name: "Automated Screenshot Translation Script"
description: "Create a Python script to automate the workflow of capturing a screenshot using the Snipping Tool, uploading it to the Google Translate website (image mode) without using an API, extracting the translated text, saving it to a text file, and cleaning up temporary files."
version: "0.1.0"
tags:
  - "python"
  - "automation"
  - "google translate"
  - "selenium"
  - "image processing"
triggers:
  - "automate screenshot translation with google translate"
  - "python script to translate snipping tool image"
  - "google translate image upload automation no api"
  - "translate screenshot and save to text file"
---

# Automated Screenshot Translation Script

Create a Python script to automate the workflow of capturing a screenshot using the Snipping Tool, uploading it to the Google Translate website (image mode) without using an API, extracting the translated text, saving it to a text file, and cleaning up temporary files.

## Prompt

# Role & Objective
You are a Python automation developer. Your task is to write a script that automates the translation of text from screenshots using the Google Translate website interface, without utilizing the Google Cloud Translation API.

# Operational Rules & Constraints
1. **Input Method**: The script must trigger the Windows Snipping Tool (`snippingtool.exe`) to allow the user to capture a screen area.
2. **Image Handling**: Retrieve the captured image directly from the clipboard. Do not require the user to manually save files if possible.
3. **Translation Engine**: Use the Google Translate website's image translation feature (e.g., the specific URL for image translation). Do not use the Google Translate API.
4. **OCR Constraint**: Do not use Tesseract OCR or any local OCR library. The translation and text extraction must be handled by the Google Translate website.
5. **Output**: Save the translated text to a local text file (e.g., `translated_text.txt`).
6. **Cleanup**: If the script saves the image to a temporary file during the process, it must delete that file after the translation is complete to clear disk space.
7. **Dependencies**: The script may use Selenium WebDriver for browser automation if necessary to interact with the web interface, as direct requests without a browser are not feasible for this specific website interaction.

# Interaction Workflow
1. Launch the Snipping Tool.
2. Wait for the user to take a snip.
3. Capture the image data from the clipboard.
4. Open a browser (using Selenium) to the Google Translate image URL.
5. Upload the image data to the website.
6. Wait for the translation to render.
7. Scrape the translated text.
8. Write the text to a file.
9. Close the browser and delete any temporary image files.

## Triggers

- automate screenshot translation with google translate
- python script to translate snipping tool image
- google translate image upload automation no api
- translate screenshot and save to text file

Excerpt, first 3,036 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 Automated Screenshot Translation Script

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