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Plain Language Design

Community
Owl-Listener
plain-language-design

Write and review content for plain language accessibility. Use when writing interface copy, error messages, instructions, onboarding text, help content, legal or medical information, forms, or any user-facing text. Triggers on: plain language, reading level, simplify text, jargon, hard to understand, nobody reads this, unclear copy, rewrite, too complicated, ESL, literacy, readability.

Overview

PublisherOwl-Listener
Repositoryinclusive-design-skills
Skill nameplain-language-design
Stars
108
Forks
28
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 Owl-Listener on GitHub. Read the source before you install it.

Installation

Install the Plain Language Design 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/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/plain-language-design
  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/Owl-Listener/inclusive-design-skills.git /tmp/inclusive-design-skills
mkdir -p .claude/skills
cp -r /tmp/inclusive-design-skills/cognitive-accessibility/skills/plain-language-design .claude/skills/plain-language-design
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Plain Language Design 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 Plain Language Design 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 Plain Language Design 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.

Plain Language Design

Write and evaluate content so that people with cognitive disabilities, low literacy, non-native language skills, or high stress can understand it on the first read.

Plain language is not dumbed-down language. It is clear language. It respects the reader's time and cognitive resources.

The Tests

5-Second Test

Can someone read this sentence and understand it in 5 seconds? If not, rewrite.

Jargon Test

Would someone outside your industry understand every word? If not, replace the word or define it inline.

Action Test

For any instruction or button: is the next step completely unambiguous? "Save and continue" beats "Next". "Delete this item" beats "Remove".

Passive Voice Test

Passive voice hides who does what. "Your application has been rejected" → "We could not approve your application. Here's what to do next."

Sentence Length Test

  • Aim for 15–20 words per sentence maximum
  • One idea per sentence
  • One instruction per paragraph

Common Replacements

Instead ofUse
utiliseuse
facilitatehelp
implementset up / start
terminateend / stop
prior tobefore
in order toto
at this point in timenow
in the event thatif
with regard toabout
commencestart
sufficientenough
subsequentnext
indicateshow / tell
modifychange

Readability Benchmarks

  • General public: grade 6–8 reading level
  • Specialist audience: define terms, short sentences
  • Critical content (medical, legal, financial): plain language summary alongside the full text
  • Buttons, labels, error messages: grade 4–6 always

How to Review

  1. Read every piece of text aloud — stumbles reveal complexity
  2. Check sentence length (count words — flag any over 25)
  3. Identify jargon, acronyms, and idioms
  4. Verify every instruction has a clear, single action
  5. Check that error messages say: what happened + why + what to do

Output Format

When reviewing: present a table of flagged text with the original, the issue, and a rewritten version. When writing: produce plain language content with a note on the target reading level achieved.

Frequently asked questions

What does the Plain Language Design AI skill do?

Write and review content for plain language accessibility. Use when writing interface copy, error messages, instructions, onboarding text, help content, legal or medical information, forms, or any user-facing text. Triggers on: plain language, reading level, simplify text, jargon, hard to understand, nobody reads this, unclear copy, rewrite, too complicated, ESL, literacy, readability.

Why use Plain Language Design on TypingMind?

Because you install it once and use it with any model. Plain Language Design 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 Plain Language Design in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/plain-language-design. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Plain Language Design?

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 Plain Language Design?

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

Is the Plain Language Design AI skill free?

Yes. It is published on GitHub by Owl-Listener 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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