Usability Test Analysis Agent

Usability test notes can leave you with a list of complaints but no clear priorities. Turn your observations into an evidence-backed report showing which problems matter most and what to investigate next.

What it does

• Prioritized issues: Groups related observations into distinct problems and assesses their severity.
• Traceable evidence: Links findings to supplied participants, tasks, notes, and quotes.
• Recurring patterns: Highlights repeated difficulties across participants and tasks.
• Actionable recommendations: Suggests improvements or further testing, while separating observations from possible explanations.
• Clear caveats: Flags conflicting findings and gaps that limit confidence.

How it works

1. Share your test notes, transcripts, or task results, plus any study context you have.
2. Specify your preferred report format and severity framework, if you use one.
3. Receive a structured analysis with an executive summary, issue tables, and recommended next steps.

Works with

Supplied research notes, interview transcripts, participant feedback, and task completion records. It can also use timing data, existing usability criteria, and product constraints you provide.

Why use this skill

Spend less time consolidating scattered notes and more time deciding what to investigate. Evidence links help your team check the reasoning behind each priority without treating every difficulty as a confirmed product defect.

Use cases

• Prepare findings for a product team review.
• Prioritize problems after a usability study.
• Identify tasks to retest after design changes.

Known limitations

Findings depend on the evidence supplied. Small qualitative samples do not establish statistical significance, and proposed fixes still need validation.