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Text Processing

Terminology & Glossary Consistency Auditor

· Last updated：2026-08-07

Audit a document against a glossary/forbidden list for variants, case, abbreviation first-use, and optional AI contextual misuse

Details

What this tool helps you do

Local-first terminology QA. Checks forbidden words, preferred-form variants, glossary canonical terms, case consistency, and abbreviation first-use expansion deterministically. Optionally enables AI (deepseek-v4-flash) to catch contextual misuse the rules cannot. AI is opt-in and degrades to local-only on failure.

Execution

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Samples

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Written by the Elysia Tools team

Tool usage guide

Learn when to use this tool, what it supports, and how real users apply it.

Key facts

Category
Text Processing
Input types
textarea, text, checkbox
Output type
html
Sample coverage
4
API ready
Yes

Overview

Terminology & Glossary Consistency Auditor checks document text against preferred terms, glossary entries, forbidden words, case rules, and abbreviation first-use requirements. Enable optional AI review to identify contextual misuse that deterministic checks may miss.

When to use

  • Review technical, product, or editorial text for forbidden words and inconsistent terminology.
  • Check documents against a glossary before publication or translation delivery.
  • Verify that abbreviations are expanded on first use and preferred terms are applied consistently.

How it works

  1. 1Paste the document text into the required Document text field.
  2. 2Optionally add glossary entries, forbidden words, and preferred-term pairs.
  3. 3Enable abbreviation checks or optional AI review as needed.
  4. 4Run the audit to receive an HTML revision table with findings and line references.

Use cases

  • Technical writers can enforce product terminology and remove discouraged wording before publishing documentation.
  • Translation and localization teams can compare source text with glossary terms and identify variant usage.
  • Editors can check abbreviation expansion, case consistency, and forbidden words across a document.

Examples

1. Flag forbidden wording and term variants

Technical writer

Background

A technical writer is reviewing a short API document and wants to replace discouraged wording while enforcing a preferred terminology rule.

Problem

The document contains the forbidden word "utilize" and uses a term variant that should be standardized.

How to use

Paste the document into Document text, enter "utilize" under Forbidden words, and add the preferred-term rule under Term pairs.

Forbidden words: utilize
Term pairs: API=Application Programming Interface
Check abbreviations: enabled
Use AI: disabled

Outcome

The local audit flags the forbidden word and non-preferred term usage in the HTML findings table.

2. Check abbreviation first use

Documentation editor

Background

An editor is reviewing a document that refers to NASA and wants to confirm that abbreviations are introduced clearly.

Problem

The document uses an acronym without expanding it on first use.

How to use

Paste the document into Document text and leave Check abbreviations enabled.

FAQ

What text can I audit?

Paste the document directly into the Document text field.

How do I define glossary terms?

Enter one term per line using the format canonical = variant1, variant2.

How do I add forbidden words?

Enter one forbidden word or phrase per line.

Can the tool check abbreviations?

Yes. Enable Check abbreviations to review whether abbreviations are expanded on first use.

What does the AI option do?

Optional AI review uses deepseek-v4-flash to detect contextual misuse. If it fails, the tool returns local-only results.

Hub

Markdown Technical Document Localization Review and Delivery

Translate one approved Markdown technical document with a glossary, review meaning and protected content, reconcile links and heading anchors, and deliver verified Markdown with an HTML or PDF review artifact.

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Glossary: empty
Forbidden words: empty
Term pairs: empty
Check abbreviations: enabled
Use AI: disabled

Outcome

The audit reports an abbreviation first-use finding for review.