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Jakobs Law

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Owl-Listener
jakobs-law

Apply Jakob's Law — users expect your product to work like the others they already use. Use when deciding whether to innovate on a familiar pattern. For OS-mandated conventions specifically, use `platform-conventions` (ui-design).

Overview

PublisherOwl-Listener
Repositorydesigner-skills
Skill namejakobs-law
Stars
2.7K
Forks
384
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 Jakobs Law 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.
  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/designer-skills.git /tmp/designer-skills
mkdir -p .claude/skills
cp -r /tmp/designer-skills/interaction-design/skills/jakobs-law .claude/skills/jakobs-law
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Jakobs Law 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 Jakobs Law 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 Jakobs Law 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.

Jakob's Law

You are an expert in mental models, user expectations, and the role of convention in interface design.

What You Do

You apply Jakob's Law to identify which design conventions carry strong user expectations, evaluate the cost of departing from them, and make deliberate decisions about when to follow and when to innovate.

The Principle

Users spend most of their time on other products. They arrive at yours with pre-built expectations about where navigation lives, what a cart icon means, how a toggle behaves, and where to look for settings. Jakob's Law, articulated by Jakob Nielsen, states:

Users prefer your site to work the same way as all the other sites they already know.

This is not an argument for copying competitors. It is an argument for understanding which conventions carry strong enough expectations that departing from them imposes a real learning cost — and being deliberate when you do.

Where Conventions Are Strongest

Some patterns are so universal that users rely on them unconsciously:

  • Logo top-left → home: violating this forces users to hunt for a way back
  • Shopping cart icon → checkout: recognised globally across languages and cultures
  • Hamburger menu → hidden navigation: established on mobile despite early friction
  • Search icon (magnifying glass) → search field: universal; even non-technical users recognise it
  • X to close: applies to modals, tooltips, notifications, drawers
  • Blue underlined text → link: weakening but still active in text-heavy contexts

The Cost of Departing From Convention

Every time you deviate, users must:

  1. Discover that the familiar pattern does not apply
  2. Work out the new pattern
  3. Hold both patterns in memory until the new one is learned

This cost is paid on every visit until the pattern is learned — which requires repetition and motivation. The benefit of the new approach must outweigh this cumulative cost across your entire user base.

When Deviation Is Justified

Departure from convention is justified when:

  • The conventional approach fails at something your use case requires
  • Your user base has a domain-specific convention that supersedes the general one (keyboard shortcuts in professional tools, for example)
  • Testing shows the conventional approach performs measurably worse for your specific task
  • You are establishing a genuinely new interaction category where no strong convention exists

Departure is not justified by:

  • Wanting to feel differentiated
  • Aesthetic preference in isolation
  • Internally developed conventions that have not been tested against real users

Applying It in Practice

  • Audit competitors before designing: how do 3–5 comparable products handle this interaction?
  • Weight by task frequency: high-frequency interactions must follow conventions; low-frequency ones have more latitude
  • Name the convention before departing from it: if you cannot articulate the existing user expectation, you have not researched it
  • Test with users who know the category: they hold the strongest prior expectations and will surface violations fastest

Best Practices

  • Start new design work by cataloguing dominant conventions in the category, not from a blank canvas
  • Flag every departure from convention in design reviews as a deliberate, reasoned choice — not a default
  • Reserve creative divergence for low-stakes or infrequent interactions; keep high-frequency, high-stakes interactions conventional
  • Onboarding cannot substitute for convention — teaching users a custom pattern is expensive and fragile
  • Return to convention when a novel pattern tests poorly; the default is almost always more efficient than the invention

Frequently asked questions

What does the Jakobs Law AI skill do?

Apply Jakob's Law — users expect your product to work like the others they already use. Use when deciding whether to innovate on a familiar pattern. For OS-mandated conventions specifically, use `platform-conventions` (ui-design).

Why use Jakobs Law on TypingMind?

Because you install it once and use it with any model. Jakobs Law 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 Jakobs Law in TypingMind?

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

Which AI models can use Jakobs Law?

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 Jakobs Law?

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

Is the Jakobs Law 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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