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Stop Describing Ui

Community
artouc
stop-describing-ui

Strip explanatory copy out of user interfaces. Use when writing, editing, or reviewing any UI text, including headings, empty states, button labels, toggle and setting descriptions, helper text, dialogs, banners, permission notices, and onboarding, and whenever a screen leans on sentences to explain what it does. Replaces descriptions of features, side effects, backend behavior, and missing capabilities with specific verbs, controls, icons, and spacing.

Overview

Publisherartouc
Repositorystop-describing-ui
Skill namestop-describing-ui
Stars
87
Forks
1
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by artouc on GitHub. Read the source before you install it.

Installation

Install the Stop Describing Ui AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/artouc/stop-describing-ui/tree/main/skills/stop-describing-ui
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/artouc/stop-describing-ui.git /tmp/stop-describing-ui
mkdir -p .claude/skills
cp -r /tmp/stop-describing-ui/skills/stop-describing-ui .claude/skills/stop-describing-ui
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Stop Describing Ui in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Stop Describing Ui on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Stop Describing Ui is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Stop describing UI

An interface shows what the user can do. It does not explain itself. Every sentence is something the user has to read before acting, so keep a sentence only when the user would make a real mistake without it.

When writing UI, apply the rules below as you write. When reviewing UI, go through every string, apply each rule, and present the result as before and after.

Rules

1. Don't describe the feature

Name the action instead. A heading, a control, and its label already say what the screen is for.

Before

# Projects
## No projects yet.
### Choose a GitHub repository and we'll deploy on every push.
+ New

After

# Projects
+ Connect repository

2. Use specific verbs

Pick the verb that names what actually happens, and give it the object it acts on. Avoid generic verbs such as New, Create, Manage, Set up, Configure, Go, or OK when a more precise one exists. In the example above, "New" becomes "Connect repository".

3. Keep only the most critical consequence

When an action has several effects, state the one that matters most and drop the rest. Effects that follow from it are implied. In a booking service that takes reservations through AI auto-replies, turning off auto-replies obviously stops reservations too.

Before

Turning this off stops AI auto-replies and web reservations. Customer messages are saved only to the conversation log. You can turn it back on anytime from "Replies off" in the header.

After

Temporarily turns off AI auto-replies.

Irreversible or destructive effects, such as deleting data, charging money, or notifying customers, are the critical consequence and always stay.

4. Don't describe backend behavior

Where data is stored, what gets logged, what syncs, and what runs in the background are not the user's concern. In the example above, "Customer messages are saved only to the conversation log" goes.

5. Don't explain undo when the same control undoes it

A toggle that turns something off also turns it back on. Explain how to undo only when undoing needs a different control or place.

6. Don't explain what the page already tells

The page title, navigation, and section structure carry meaning. On an Options page, the user already knows they are looking at options.

Before

# Other options
### Options that become available with a contract. They cannot be toggled on or off.

After

# Other

7. Don't state what doesn't exist

Don't say there are no items yet, that something can't be toggled, or that a feature isn't available, when the screen already shows it. An empty list with a clear action says "nothing here yet". A row without a toggle says "can't be toggled".

The exception is a restriction the user would otherwise try and fail at, such as an action their role can't perform. Keep it, in one short line with an icon, as in rule 9.

8. Show how to enable, don't write it

If something becomes available by subscribing, upgrading, connecting, or turning on a setting, put the button or toggle that does it on the screen. Don't write a sentence telling the user where to go or what to do.

Before

Sign up for the Pro plan to use this option.

After

[Upgrade to Pro]

9. Don't rely on text alone

Break prose into short lines, each led by an icon. Use spacing and grouping for structure.

Never use ->, >, |, ✔️, !, →, or : as separators, arrows, bullets, or emphasis. Use an icon or spacing instead.

Before

Searches across all stores and shows the results. Stores you don't belong to are shown as Operator, and every action records who did what in which store. You can't change applications, payment methods, or plans, or send messages to customers (replies, approving or declining tentative reservations).

After

(icon) Every action is recorded
(icon) You can't change applications, payment methods, or plans, or send messages to customers

Here "Searches across all stores and shows the results" goes by rule 1, "shown as Operator" by rule 6 because the UI already labels them, and the detailed record format by rule 4.

Checklist

For each string, ask in order.

  1. Does it explain what the feature is? Delete it, or turn it into a specific action label.
  2. Is the verb generic? Replace it with one that names the real action and its object.
  3. Does it list several consequences? Keep the most critical one.
  4. Does it mention storage, logging, syncing, or other internals? Delete it.
  5. Does it explain how to undo with the same control? Delete it.
  6. Does the page title or navigation already say it? Delete it.
  7. Does it say something is missing or unavailable? Delete it, unless the user would otherwise try and fail.
  8. Does it tell the user how to enable something? Replace it with the button or toggle.
  9. Is it a paragraph, or does it use symbols as separators? Split it into icon-led lines and use spacing.

If nothing is left after the checklist, leave nothing. An empty helper text slot is better than a filler sentence.

Frequently asked questions

What does the Stop Describing Ui AI skill do?

Strip explanatory copy out of user interfaces. Use when writing, editing, or reviewing any UI text, including headings, empty states, button labels, toggle and setting descriptions, helper text, dialogs, banners, permission notices, and onboarding, and whenever a screen leans on sentences to explain what it does. Replaces descriptions of features, side effects, backend behavior, and missing capabilities with specific verbs, controls, icons, and spacing.

Why use Stop Describing Ui on TypingMind?

Because you install it once and use it with any model. Stop Describing Ui is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Stop Describing Ui in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/artouc/stop-describing-ui/tree/main/skills/stop-describing-ui. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Stop Describing Ui?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Stop Describing Ui?

As many as you like. As long as a model supports skills, you can use Stop Describing Ui with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Stop Describing Ui AI skill free?

Yes. It is published on GitHub by artouc under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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