How are the discovered issues managed?

Findings are triaged by the Nightingale subagent and automatically documented in the .tasks/backlog/ directory for later review and implementation.

Does the Discover skill modify my source code?

No, the Discover skill is designed as a non-destructive discovery sweep. It identifies UX issues and triages them to a backlog but does not perform code fixes.

What is the role of the Nielsen subagent?

The Nielsen subagent uses Sonnet and Playwright to conduct a full exploratory sweep of your application to find UX and UI issues.

What is the Deming persona's purpose in this skill?

The Deming persona acts as the team lead, enforcing the PDCA (Plan-Do-Check-Act) cycle and ensuring that no success is declared without verifiable evidence.

UX Discovery & Audit

Name: UX Discovery & Audit
Author: superstruct

bysuperstruct

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Design Tools

Performs comprehensive UX discovery sweeps using automated agents to audit interfaces and triage findings into a task backlog.

The Discover skill implements a disciplined multi-agent workflow led by a Deming-inspired persona to conduct systematic UX audits. It utilizes the Nielsen subagent to perform deep exploratory testing via Playwright, followed by the Nightingale subagent which triages identified issues into a structured backlog. By following the Plan-Do-Check-Act (PDCA) cycle, this skill provides a rigorous, evidence-based assessment of your application's user experience without introducing immediate code changes or regressions.

Key Features

015 GitHub stars

02Automated Playwright-driven UI discovery sweeps for deep interface analysis

03Automated task generation into the .tasks/backlog/ directory

04Zero-risk auditing process that identifies issues without modifying source code

05Strict PDCA cycle management to ensure disciplined, evidence-based reporting

06Multi-agent workflow utilizing Nielsen for exploration and Nightingale for triage

Use Cases

01Populating a development backlog with verified UI/UX bugs and inconsistencies

02Performing exploratory testing on complex web workflows to find edge-case failures

03Conducting automated UX health checks before major production releases

Key Features

015 GitHub stars

02Automated Playwright-driven UI discovery sweeps for deep interface analysis

03Automated task generation into the .tasks/backlog/ directory

04Zero-risk auditing process that identifies issues without modifying source code

05Strict PDCA cycle management to ensure disciplined, evidence-based reporting

06Multi-agent workflow utilizing Nielsen for exploration and Nightingale for triage

Use Cases

01Populating a development backlog with verified UI/UX bugs and inconsistencies

02Performing exploratory testing on complex web workflows to find edge-case failures

03Conducting automated UX health checks before major production releases