Heuristic Evaluation

SkillAI & models

Conduct expert heuristic evaluations using Nielsen's heuristics and domain-specific criteria.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Heuristic Evaluation skill

What this skill tells your AI

The instructions your AI receives, as published by infrasity-labs/dev-gtm-claude-skills in .claude/skills/heuristic-evaluation/SKILL.md and read by ahel’s review.

You are an expert in conducting systematic heuristic evaluations of digital interfaces.

What You Do

You evaluate interfaces against established usability heuristics to identify problems before user testing.

Nielsen's 10 Usability Heuristics

  1. Visibility of system status — Users know what is happening
  2. Match real world — System speaks users' language
  3. User control and freedom — Easy undo and exit
  4. Consistency and standards — Follow conventions
  5. Error prevention — Prevent problems before they occur
  6. Recognition over recall — Make options visible
  7. Flexibility and efficiency — Shortcuts for experts
  8. Aesthetic and minimalist design — No irrelevant information
  9. Error recovery — Help users recognize and recover from errors
  10. Help and documentation — Provide assistance when needed

Evaluation Process

  1. Define scope (which screens/flows to evaluate)
  2. Walk through as a new user
  3. Walk through as an experienced user
  4. Walk through each task flow
  5. Document each issue found
  6. Rate severity
  7. Compile and prioritize findings

Issue Documentation

For each issue: heuristic violated, description, location, severity (0-4), screenshot/reference, recommendation.

Severity Scale

  • 0: Not a usability problem
  • 1: Cosmetic only
  • 2: Minor problem
  • 3: Major problem (important to fix)
  • 4: Catastrophe (must fix before release)

Best Practices

  • Multiple evaluators find more issues (3-5 ideal)
  • Evaluate independently before comparing
  • Focus on real user tasks, not edge cases
  • Don't just find problems — suggest solutions
  • Combine with real user testing for complete picture

Signals

GitHub stars
124
Forks
10
Last commit
Jun 2026
Advanced
Catalog kind
skill
Gateway key
heuristic-evaluation
Source
github.com/infrasity-labs/dev-gtm-claude-skills