Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Owl-Listener/inclusive-design-skills --skill cognitive-load-assessmentgit clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/owl-listener/inclusive-design-skills/cognitive-load-assessment)<a href="https://agentmods.dev/skills/owl-listener/inclusive-design-skills/cognitive-load-assessment"><img src="https://agentmods.dev/badge/skills/owl-listener/inclusive-design-skills/cognitive-load-assessment/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/owl-listener/inclusive-design-skills/cognitive-load-assessment"><img src="https://agentmods.dev/badge/skills/owl-listener/inclusive-design-skills/cognitive-load-assessment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00085 | $0.00598 |
| Opus 5 | $0.00043 | $0.00299 |
| Sonnet 5 | $0.00017 | $0.00120 |
| Haiku 4.5 | $0.00009 | $0.00060 |
Grade A, and why
cognitive-load-assessment scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 61 lines · 85 tokens per session scan A 666c74971ba7
cognitive-load-assessment is a skill published in the GitHub repository Owl-Listener/inclusive-design-skills (98 stars, last pushed 3mo ago), licensed MIT. It adds 85 tokens to every session and 598 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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