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Review

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Owl-Listener
review

Run a full cognitive accessibility review of a flow, screen, or interface. Chains: cognitive-load-assessment, plain-language-design, wayfinding-navigation, error-prevention-recovery, focus-attention-design, memory-load-reduction.

Overview

PublisherOwl-Listener
Repositoryinclusive-design-skills
Skill namereview
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 Review 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/review
  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/review .claude/skills/review
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Review 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 Review 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 Review 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.

Cognitive Accessibility Review

Run a comprehensive cognitive accessibility review. This command chains six skills into a structured assessment.

Process

Phase 1: Context

Identify the interface, flow, or content to review. Establish:

  • Who uses this and what cognitive state they're likely in
  • What the stakes are (low, medium, high)
  • What cognitive demands the task makes

Phase 2: Cognitive Load Assessment

Using the cognitive-load-assessment skill, evaluate each screen or step across all six dimensions: decisions, memory, new concepts, steps, reading complexity, and visual complexity.

Phase 3: Language Review

Using the plain-language-design skill, review all user-facing text for readability, jargon, ambiguity, and action clarity.

Phase 4: Wayfinding Check

Using the wayfinding-navigation skill, verify that users always know where they are, where they can go, and how to get back.

Phase 5: Error & Focus Review

Using error-prevention-recovery and focus-attention-design skills, review error handling patterns and identify distractions or attention hazards.

Phase 6: Memory Load Check

Using the memory-load-reduction skill, identify any place where users must remember information across screens, steps, or sessions.

Output

Present findings as a structured report:

  1. Executive summary — overall cognitive accessibility rating and top 3 issues
  2. Screen-by-screen findings — table of issues by screen/step with severity (critical / major / minor)
  3. Prioritised recommendations — specific fixes ranked by impact and effort
  4. Population impact — which user groups are most affected by each issue

Severity definitions:

  • Critical — prevents task completion for users with cognitive disabilities
  • Major — causes significant difficulty or confusion
  • Minor — creates friction but doesn't block completion

Frequently asked questions

What does the Review AI skill do?

Run a full cognitive accessibility review of a flow, screen, or interface. Chains: cognitive-load-assessment, plain-language-design, wayfinding-navigation, error-prevention-recovery, focus-attention-design, memory-load-reduction.

Why use Review on TypingMind?

Because you install it once and use it with any model. Review 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 Review 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/review. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Review?

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 Review?

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

Is the Review 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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