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Usability Testing

Community
cnfeat
usability-testing

Help users conduct effective usability testing. Use when someone is planning user tests, designing prototype validation, preparing usability studies, or trying to understand why users struggle with their product.

Overview

Publishercnfeat
Repositorytop-pm-skills
Skill nameusability-testing
Stars
55
Forks
6
Bundled files
1
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.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by cnfeat on GitHub. Read the source before you install it.

Installation

Install the Usability Testing 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/cnfeat/top-pm-skills/tree/main/参考skill/lenny-skills-main%20(2)/lenny-skills-main/skills/usability-testing
  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.

Use it in TypingMind

Enable Usability Testing 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 Usability Testing 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 Usability Testing 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.

Usability Testing

Help the user conduct effective usability testing using frameworks and insights from 11 product leaders.

How to Help

When the user asks for help with usability testing:

  1. Clarify the goal - Determine if they're validating a concept, finding friction points, or optimizing conversion
  2. Choose the right fidelity - Help them select between Wizard of Oz tests, fake doors, prototypes, or production testing
  3. Design the test - Guide them on recruiting users, creating scenarios, and what to observe
  4. Plan for iteration - Discuss how findings will flow back into the product development process

Core Principles

Fake it before you build it

Itamar Gilad: "Initially you fake it - fake door test, smoke test, Wizard of Oz tests. We showed the tabbed inbox working to people, but it wasn't really Gmail, it was just a facade." Validate core value propositions before writing production code using faked versions where humans perform the automated task behind the scenes.

Small samples reveal big friction

Melanie Perkins: "It's amazing how you can find 10 random people on the internet and they can give such astute feedback that's so representative for such a large number of people." Run tests with as few as 10 random people to identify core product issues.

Watch users, don't just ask them

Uri Levine: "Simply watch users and see what they're doing. If they're not doing what you expect, then ask them why." Direct observation reveals behaviors and needs that surveys miss. Ask 'why' when users deviate from the expected path.

Test multiple options, not one

Kristen Berman: "We never do a UX study where we're just showing people one thing. We always present multiple options and relatively look for which one drives the intended behavior." Single-design testing is ineffective for predicting behavior.

Overcome creator bias

Guillermo Rauch: "You tend to overrate how well your products work. It's very important to give your product to another person and watch them interact with it." Directly observing users helps overcome the tendency to think your product is more intuitive than it is.

Micro-level testing drives millions

Judd Antin: "We changed seven characters and made Airbnb millions of dollars because we found out the button felt scary." Don't dismiss usability testing as junior work; finding scary or confusing CTAs can massively impact conversion.

Progress through testing stages

Itamar Gilad: "Mid-level tests are about building a rough version - early adopter programs, alphas, longitudinal user studies, and fish food (testing on your own team)." Use a progression from fish fooding to dogfooding to alphas to increase confidence iteratively.

Make testing a team sport

Noah Weiss: "We had PMs, engineers, designers, and the user researcher all in one Slack thread live, responding and reacting to the usability session." Increase engagement by having cross-functional teams live-react to sessions in shared chat threads.

Questions to Help Users

  • "What specific behavior are you trying to observe or validate?"
  • "Do you need to validate the concept (use fake doors) or optimize the execution (use the real product)?"
  • "How will you recruit users who have 'zero skin in the game' for honest feedback?"
  • "Are you testing one option or multiple options to compare?"
  • "What will you do with the findings - how will they flow back into development?"
  • "Who else on the team should observe these sessions?"

Common Mistakes to Flag

  • Testing only one design - Present multiple options to measure relative performance
  • Building before validating - Use Wizard of Oz or fake door tests before writing production code
  • Relying on internal intuition - Employees are too familiar with the product to spot real user friction
  • Ignoring micro-level issues - Small copy changes and button labels can have massive business impact
  • Testing in isolation - Bring engineers and designers into sessions to build shared understanding

Deep Dive

For all 14 insights from 11 guests, see references/guest-insights.md

Related Skills

  • Customer Research
  • Writing PRDs
  • Shipping Products
  • Designing Growth Loops

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Usability Testing AI skill do?

Help users conduct effective usability testing. Use when someone is planning user tests, designing prototype validation, preparing usability studies, or trying to understand why users struggle with their product.

Why use Usability Testing on TypingMind?

Because you install it once and use it with any model. Usability Testing 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 Usability Testing in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cnfeat/top-pm-skills/tree/main/参考skill/lenny-skills-main%20(2)/lenny-skills-main/skills/usability-testing. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Usability Testing?

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 Usability Testing?

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

Is the Usability Testing AI skill free?

Yes. It is published on GitHub by cnfeat 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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