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Termlib · AI frontend revision assistant

Give your AI
a clearer UI brief

Upload your own page, find layout issues, and approve suggestions to get an actionable revision prompt. Generate before and after previews when you need them.

258 terms · 45 hand-written rules · Every reason quoted from the glossary

Run the prompt in your coding assistant. Review generated HTML previews before integrating them into your project.

Workflow demo · authored example and rule templates, not a live AI result

localhost:5173/customers/1024

Step 1, “Spot”: Name the layouts and components on the page.Found a navbar, a sidebar menu, a single page form, an input, and a button.

From a screenshot to an actionable revision prompt

  1. 01

    Upload your own page

    Start with a page you need to deliver. Remove personal details, secrets and internal data first.

  2. 02

    Choose what is worth changing

    Read suggestions and their glossary references. Approve what fits; use your judgment beyond the rules.

  3. 03

    Apply the prompt and review

    Paste the prompt into your coding tool. Generate a standalone HTML preview if needed, then integrate and review in your project.

The glossary and local recognition are free. Platform AI uses credits per task. Refinement and canvas require subscription access, including with your own key.

Canvas and the browser extension are advanced tools. Read the full guide

02Common mistakes

The 12 layout mistakes AI makes most

Each one maps to a hand-written rule. See where it goes wrong, then see the fix.

R001 · 01/12
Before · Single Page Form

Read-only details as a disabled form

View-only customer info as disabled inputs: gray, hard to read. Use a description list.

fromSingle Page FormtoDescription List

Description List: when to use it

03Browser extension

On your own pages, hover to see its name

The extension matches the glossary's DOM cues right in your browser. No AI calls, no credits. This demo runs the same matcher, so hover or tap to try it.

Shortcut
AltShiftT turns on inspect mode. Esc exits.
Runs on
Only localhost, 127.0.0.1, and *.local by default. Turn it on for other sites in the extension.
Uploads
Hover inspection happens entirely in your browser. A screenshot and the page structure are sent only when you click “AI identify” or “Analyze this page”.
Install the extension Works in Chrome and Edge
localhost:5173/ordersLoading the glossary…

Same matcher as the extension · loading the glossary

04Results

How to read the results

The workbench has three columns: the blocks the page splits into, labels on the screenshot, and the story behind each suggestion.

  1. Every suggestion has a rule number

    The model only recognizes the page structure. Hand-written rules decide what should change, like R001 “Don't show a read-only record as a form”.

  2. Reasons quoted from the glossary

    The why is quoted word for word from the glossary, not made up by a model. Every quote links to its source, where you can read the full “Good for” list.

    • “The data is only for viewing and doesn't need editing (use a Description List)”
      Single Page Form · Not for
    • “Showing a single record's details with many fields, mainly for read-only viewing”
      Description List · Good for
  3. It says “OK” when that’s true

    Not every block needs fixing. Blocks that are fine are marked OK, ones it can't recognize get “Not recognized”, and it never invents a suggestion just to have one.

05Glossary

Don't know what it's called? Look it up here

258 terms, searchable by name, alias, or the wrong name people often use. Each one says when to use it and when not to.

Try it on the page you're building

Upload your own page, find layout issues, and approve suggestions to get an actionable revision prompt. Generate before and after previews when you need them.