Compile terminology and information for translations

Compile terminology and information for translations — real work, not an imagined feature: named inside 22 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

22career tasks name it
4prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

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The translation glossary draft lives in the file we share with Localization. Send the compiled…
The translation glossary draft lives in the file we share with Localization. Send the compiled terminology list for legal, marketing, and product UI to Accent Coach Lena Park and to Translation Manager Omar Singh for review, in that order, with a Tuesday turnaround — double-check that the 120 legal terms include source context and the 40 product UI labels include screenshot references before sending.

Improve — make it easier to accept

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Before I send the terminology file to Lena Park and Omar Singh, make approving it frictionless: put…
Before I send the terminology file to Lena Park and Omar Singh, make approving it frictionless: put the critical legal terms first, add one-line source-context beside each term, mark uncertain translations in yellow, and include a short note about preferred tone for marketing so reviewers can approve in one pass.

Decide — diagnose the stuck moment

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I uploaded a 300-term glossary to Omar Singh but both legal and product reviewers are asking for…

Localization marked 'ready' but reviewers ask for missing context

I uploaded a 300-term glossary to Omar Singh but both legal and product reviewers are asking for context and example sentences. Omar says he assumed product screenshots were obvious. I’m afraid this will double review cycles and push back the translation deadline. Is this a context-gathering miss or a workflow gap with product owners? What should I do now to get the missing context fast and keep the deadline intact?

Become — change the pattern

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We repeatedly ship terminology lists that reviewers return asking for screenshots and example…

Glossaries sent without source context require rework

We repeatedly ship terminology lists that reviewers return asking for screenshots and example sentences, wasting days. I manage the glossary and lose trust from Translation and Product teams. Which habit will stop this — insisting on source context before submission, or building a one-page example template for contributors — and what single rule enforces it so reviewers stop sending lists back?

Where the evidence lives

Who was seen doing this, and what people really ask.

Software tasks in the LLOS Work Atlas come from evidence, never a feature list: careers attested to do the work, real job descriptions, and the questions people actually ask (with their view counts). Facets — feature, workflow, troubleshoot, administer, deploy, scale — are open metadata: the work decides, not a taxonomy.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.