MCPInstall

simplify

Simplify content and interactions to reduce cognitive load. Chains: plain-language-design, cognitive-load-assessment, focus-attention-design. Use when given content, a flow, or an interface that needs to be made more accessible.

Installs
73
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/owl-listener/inclusive-design-skills --skill simplify
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads simplify automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Simplify

Take existing content, a flow, or an interface and produce a cognitively simplified version.

Process

Step 1: Assess Current Load

Using cognitive-load-assessment, evaluate the current state. Identify the highest-load elements and classify them as intrinsic or extraneous.

Step 2: Simplify Language

Using plain-language-design, rewrite all user-facing text:

  • Reduce to grade 6–8 reading level (grade 4–6 for critical content)
  • Replace jargon with plain alternatives
  • Shorten sentences to 15–20 words maximum
  • Make every instruction specific and single-action

Step 3: Reduce Visual and Interaction Load

Using focus-attention-design, reduce the interface to essentials:

  • Identify the one primary action per screen
  • De-emphasise or remove secondary elements
  • Remove decorative elements that don't serve the task
  • Simplify navigation to the minimum effective depth

Step 4: Present Before and After

Show the original alongside the simplified version with annotations explaining each change and why it improves cognitive accessibility.

Output

Deliver the simplified version with a change log that explains every modification. This allows the team to make informed decisions about which simplifications to adopt.

FAQ

What does the simplify skill do?

Simplify content and interactions to reduce cognitive load. Chains: plain-language-design, cognitive-load-assessment, focus-attention-design. Use when given content, a flow, or an interface that needs to be made more accessible.

How do I install simplify?

Run npx skills add https://github.com/owl-listener/inclusive-design-skills --skill simplify in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/simplify/ (personal) or .claude/skills/simplify/ (project).

Which AI agents can use simplify?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is simplify safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains simplify?

It is published by owl-listener in owl-listener/inclusive-design-skills. It has 73 recorded installs.

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