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anthropics/skills
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Assess and reduce cognitive load in interfaces, flows, and content.
Install Cognitive Load Assessment
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessment --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .claude/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .claude/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessmentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .agents/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .agents/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .cursor/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .cursor/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Owl-Listener/inclusive-design-skills.git --path cognitive-accessibility/skills/cognitive-load-assessment--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .gemini/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .gemini/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessmentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .github/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .github/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Owl-Listener/inclusive-design-skills cognitive-load-assessment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cognitive-accessibility/skills/cognitive-load-assessment .opencode/skills/cognitive-load-assessment && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cognitive-load-assessment" agent skill from https://github.com/Owl-Listener/inclusive-design-skills/tree/main/cognitive-accessibility/skills/cognitive-load-assessment into .opencode/skills/cognitive-load-assessment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cognitive-load-assessment", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cognitive-load-assessment- GitHub stars
- 105
- Token cost
- ~682 tokens
- SKILL.md length
- 305 words
- Files
- 1
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- MIT
At a glance
Assess and reduce cognitive load in interfaces, flows, and content.
- Works in 5 steps: Walk through the flow as a user who is… → At each screen, count: decisions, things… → Note where you pause, re-read, or feel… → …
- Reviewing any multi-step process
- SKILL.md covers The Three Types of Cognitive…, Assessment Framework, How to Assess and Reduction Strategies, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cognitive Load Assessment is an agent skill from Owl-Listener/inclusive-design-skills. Assess and reduce cognitive load in interfaces, flows, and content. Use when designing or reviewing any multi-step process, complex form, dashboard, decision flow, or information-dense screen. Triggers on: cognitive load, too complex, overwhelmed, too many steps, decision fatigue, confusing, information overload, simplify this flow. Applies to any interface where users must think, decide, or remember.
Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Frontend & Design. The repository describes itself as: Inclusive design skills for AI coding agents — from cognitive accessibility to adaptive interfaces, inclusive research, and accessibility decision-making. The licence is MIT.
When your agent uses it
- Reviewing any multi-step process
- Information-dense screen
- : cognitive load
- Decision fatigue
Example prompts
- “/cognitive-load-assessment”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Walk through the flow as a user who is tired, stressed, and unfamiliar
- At each screen, count: decisions, things to remember, new concepts
- Note where you pause, re-read, or feel uncertain — those are load spikes
- Map the load type: is the difficulty intrinsic or extraneous?
- Recommend specific reductions for each extraneous load source
What it can do on your machine
Read from SKILL.md and the folder at commit 6e0740f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cognitive Load Assessment loads about 682 tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 305 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Owl-Listener/inclusive-design-skills at commit 6e0740f, republished under its MIT licence (© Owl-Listener). 305 words, ~682 tokens.
Download SKILL.mdSave it as
.claude/skills/cognitive-load-assessment/SKILL.md (or your agent's skills folder).- name
- cognitive-load-assessment
- description
- Assess and reduce cognitive load in interfaces, flows, and content. Use when designing or reviewing any multi-step process, complex form, dashboard, decision flow, or information-dense screen. Triggers on: cognitive load, too complex, overwhelmed, too many steps, decision fatigue, confusing, information overload, simplify this flow. Applies to any interface where users must think, decide, or remember.
Cognitive Load Assessment
Assess cognitive load across three dimensions and provide actionable recommendations to reduce unnecessary burden on users.
The Three Types of Cognitive Load
Intrinsic load — complexity inherent in the task itself. A tax return is intrinsically complex. You cannot simplify the tax code. Focus: break into manageable steps, provide context, explain terms.
Extraneous load — complexity added by the design, not the task. Confusing navigation, unclear labels, inconsistent patterns, visual clutter. Focus: eliminate ruthlessly. Every instance is a fixable design failure.
Germane load — effort invested in the actual task. This is the load you WANT. The user engaging with their real goal. Focus: maximise this by removing the other two.
Assessment Framework
For each screen or step, evaluate:
| Dimension | Low (good) | Medium (review) | High (redesign) |
|---|---|---|---|
| Decisions required | 0–1 | 2–3 | 4+ |
| Items to remember | None | 1–2 | 3+ |
| New concepts to learn | None | 1 | 2+ |
| Steps to complete | 1–2 | 3–5 | 6+ |
| Reading complexity | Plain language | Some jargon | Dense/technical |
| Visual complexity | Clean, focused | Moderate | Cluttered |
If any dimension rates High, that screen needs redesign before launch.
How to Assess
- Walk through the flow as a user who is tired, stressed, and unfamiliar
- At each screen, count: decisions, things to remember, new concepts
- Note where you pause, re-read, or feel uncertain — those are load spikes
- Map the load type: is the difficulty intrinsic or extraneous?
- Recommend specific reductions for each extraneous load source
Reduction Strategies
- Progressive disclosure: show only what the current step needs
- Smart defaults: pre-select the most common option
- Chunking: group into sets of 3–5 related items
- Recognition over recall: show options, don't make users remember
- Persistent context: show key selections throughout a flow
- One primary action per screen: de-emphasise secondary actions
Output Format
Present the assessment as a screen-by-screen table showing load ratings, followed by prioritised recommendations sorted by impact.
© Owl-Listener, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in cognitive-accessibility/skills/cognitive-load-assessment of Owl-Listener/inclusive-design-skills.
Open the folder on GitHubat commit 6e0740f
Compare with similar skills
Cognitive Load Assessment next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cognitive Load Assessment this skillOwl-Listener/inclusive-design-skills | 105 | — | ~682 | Automated safety check: Pass | MIT | |
| Web Artifacts Builderanthropics/skills | 180k | 40 repos | ~769 | Automated safety check: Pass | Apache-2.0 | |
| React Doctormakeplane/plane | 61k | 12 repos | ~657 | Automated safety check: Pass | AGPL-3.0 | |
| Impeccablebestofjs/bestofjs | 3.1k | 26 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Figma Design System Builderwarpdotdev/warp | 65k | 2 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Web Interface Guidelines Reviewervercel-labs/openreview | 1.7k | 97 repos | ~308 | Automated safety check: Pass | None |
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Related
Categories
Questions about Cognitive Load Assessment
What does Cognitive Load Assessment do?
Assess and reduce cognitive load in interfaces, flows, and content. Cognitive Load Assessment is an agent skill from Owl-Listener/inclusive-design-skills. Assess and reduce cognitive load in interfaces, flows, and content.
When should I use Cognitive Load Assessment?
Cognitive Load Assessment fits situations like: reviewing any multi-step process; information-dense screen; : cognitive load; decision fatigue.
How do I install Cognitive Load Assessment in Claude Code?
Run `npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a claude-code`. Or copy the skill folder (cognitive-accessibility/skills/cognitive-load-assessment in Owl-Listener/inclusive-design-skills) into .claude/skills/cognitive-load-assessment in your project. Claude Code loads it when a task matches its description.
How do I install Cognitive Load Assessment in Codex?
Run `npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a codex`. Or copy the skill folder (cognitive-accessibility/skills/cognitive-load-assessment in Owl-Listener/inclusive-design-skills) into .agents/skills/cognitive-load-assessment in your project. Codex loads it when a task matches its description.
Can I use Cognitive Load Assessment in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cognitive-load-assessment, .gemini/skills/cognitive-load-assessment, .github/skills/cognitive-load-assessment and .opencode/skills/cognitive-load-assessment in your project.
What does Cognitive Load Assessment need to run?
SKILL.md names no scripts, command-line tools or credentials: Cognitive Load Assessment is instructions for the agent only.
Does Cognitive Load Assessment access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Cognitive Load Assessment safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cognitive Load Assessment use?
Cognitive Load Assessment is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cognitive Load Assessment use?
About 682 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cognitive Load Assessment?
Skills that share tags, products or a category with Cognitive Load Assessment: Web Artifacts Builder (anthropics/skills, 180k stars), React Doctor (makeplane/plane, 61k stars), Impeccable (bestofjs/bestofjs, 3.1k stars) and Figma Design System Builder (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cognitive Load Assessment?
Owl-Listener (a GitHub user) maintains it in Owl-Listener/inclusive-design-skills, which has 105 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on June 9, 2026.
Source: Owl-Listener/inclusive-design-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.