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Heuristic audit

Skill nevitonsantana/adaptive-skills/skills/heuristic-audit

Audit an existing interface for usability failures, operational impact, and minimum defensible fixes.From its SKILL.md

Install
npx -y skills add nevitonsantana/adaptive-skills --skill heuristic-audit

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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SKILL.md

1.8 KB, 341 tokens by cl100k_base, as published. Nobody here has run it

Overview

Use this skill when the interface exists and you need a practical, prioritized read of what is breaking down.

When to Use

  • screen reviews
  • existing flows with friction
  • dashboard and workspace audits

When NOT to Use

  • choosing a new strategic direction before the interface exists

Core Moves

  1. Choose the review depth.
  2. Identify a small set of meaningful findings.
  3. Name the heuristic behind each issue.
  4. Describe the operational impact.
  5. Suggest the minimum defensible correction.

Optional Modules

  • Severity pass — Sort issues by operational harm rather than taste.
  • State coverage — Check empty, loading, and failure states when the problem spans system feedback.
  • Accessibility lens — Add focus, contrast, semantics, or assistive-tech checks when relevant.

Activation Triggers

  • Use severity pass when the list of issues is long.
  • Use state coverage when dynamic states are central to the experience.
  • Use accessibility lens when the interface is dense or high-risk.

Expected Output

  • prioritized findings
  • heuristic mapping
  • minimum fixes

Verification

  • Findings are concrete and observable.
  • Each issue explains why it matters operationally.
  • Recommendations do not balloon into a redesign without cause.

Handoff Signals

  • The next step is visual redesign or content work.
  • A product or technical decision must change before UX can improve.

Pairs Well With

  • ux-writing
  • ux-strategy

Anti-patterns

  • Using heuristics as a decorative checklist.
  • Reporting style preferences as usability failures.
  • Listing too many low-value findings.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 326,835. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.