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Lean Ux

Checked
wondelai·vlatest·frontend·MIT

Analyzes user research data, identifies key insights, and generates actionable UX recommendations using lean methodologies.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add wondelai/skills --skill lean-ux -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

wondelai

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned wondelai/skills at c172996495.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
c172996495
Manifest
lean-ux/SKILL.md
Scanned
21 files, 5,109 lines
Copies in repo
3 — all of them scanned
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The lean-ux skill provides a framework for AI agents to apply Lean UX principles, focusing on rapid iteration and validated learning rather than lengthy documentation. It enables agents to generate hypotheses, design lightweight experiments, and analyze user feedback loops efficiently.

When to use it

  • Rapidly prototyping new feature ideas to test market fit before full-scale development.
  • Analyzing qualitative user feedback to identify patterns and prioritize product improvements.
  • Creating actionable experiment plans that minimize waste and maximize learning velocity.
  • Simulating stakeholder reviews to validate assumptions about user behavior and needs.

Key capabilities

  • Hypothesis generation for product features and user journeys.
  • Design of minimal viable experiments (MVEs) for quick validation.
  • Structured feedback analysis frameworks for qualitative data.
  • Iteration planning based on learnings from previous cycles.

Example prompts

  • "Generate three hypotheses about why users are dropping off at the checkout page and design a low-fidelity experiment to test each one."
  • "Analyze this list of user interview transcripts using Lean UX principles to identify the top two pain points and suggest immediate fixes."
  • "Create a 4-week sprint plan focused on validated learning for a new mobile app feature, including specific metrics for success."

Tips & gotchas

Ensure you provide clear context about your current product stage; Lean UX works best when the agent knows whether you are in discovery or optimization mode. Avoid asking the agent to build full-scale documentation upfront, as this contradicts the core principle of speed and flexibility inherent in Lean UX.