Language learning and localization

Free Translation Memory Cleanup Tool.

Duplicate, conflicting and malformed segment report.

Review translation-memory records with their context and history so cleanup improves consistency without erasing meaningful alternatives.

Chrome extension + account required.
25 free automation tasks/month across tools. Browser-provider limits apply.

WHAT TO HAVE READY

Small bilingual segment table and cleanup rules.

YOUR STARTING POINT

A task you can make yours.

Copy it here. Paste it into WebAct when you are ready.

This page prepares your prompt. The task runs in WebAct.

01

Make the task yours.

Review the prompt above. Add your goal and any requirements that matter.

02

Bring it to WebAct.

Open WebAct, paste the task and provide your source material. Start in Chat for a draft or explanation; use Task when you want an approved browser action or file.

03

Check the useful part.

Use the result as an editable draft or analysis. Check it against the supplied facts and your intended audience before relying on it or sharing it.

A PRACTICAL GUIDE

How to use the Translation Memory Cleanup Tool.

Translation memory cleanup should retain context and approval history. Identical source text can legitimately have different translations in different domains, so ambiguous duplicates need review rather than blind merging.

Make the workflow fit your task.

Compare source, target, language, domain and interface context before identifying duplicates. Preserve approval status and provenance, separating conflicting translations from legitimate contextual variants. Propose merges only when their meaning and metadata are compatible.

What you provide
Small bilingual segment table and cleanup rules.
What you get
Duplicate, conflicting and malformed segment report.

See the input and the result.

Illustrative input and output · a teaching example, not a live WebAct run

Example input

Two entries translate Open into French as Ouvrir for a button and Ouvert for a status label.

Completed example

Keep both translations with their interface contexts.
They are not interchangeable duplicates: one is an action, the other a state. Standardize metadata without erasing the distinction.
Download this example

Load this input into the prompt, then copy it to WebAct to try the task. Your result may differ from the illustration.

Decisions and troubleshooting.

Should identical source words always share one translation-memory entry?

No. A word such as Open can describe an action or a state, requiring different translations and context.

Why did cleanup make a previously correct translation unsuitable for a button?

Context-specific entries may have been merged. Restore the action or status distinction and retain it in metadata.

Try it with your own source.

Replace the example with your material in the task prompt. Keep the requirements you need, then copy the task into WebAct.

Customize and copy the task ↑
BEFORE YOU BEGIN

Using WebAct.

The prompt and example are available here. Run your task in the WebAct Chrome extension.

Is this tool free?

You can copy and edit the prompt here for free. To use it with WebAct, install the Chrome extension, create and verify your account, and connect an available browser ChatGPT session. The Free plan includes 25 user-started automation tasks per calendar month, shared across tools. Ordinary browser Chat is separate; provider limits apply.

Learn about shared context in our privacy policy and choosing Chat or Task.

FROM A PROMPT TO YOUR OWN WORK

Bring the task to your page.

Install WebAct, add your source material and make the result yours.

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