What kind of input data do I need to provide for a successful analysis?

The agent requires raw qualitative data such as interview transcripts, observation notes, or task completion results. You can also provide your specific severity rubrics if you want the agent to follow a custom ranking system.

How does this agent differ from a standard text summarization tool?

Unlike basic summary tools, this agent specifically links every finding to participant evidence, rates severity based on task impact, and distinguishes between observed behaviors and subjective interpretations.

Is there a complex setup process involved after purchase?

This skill is designed to work within your AI agent platform; simply import the skill, and it will be ready to process your uploaded research files immediately without complex configuration.

What exactly is included in my purchase of this skill?

You will receive the full AI agent skill configuration, including its specialized logic for research synthesis and report generation, plus any future updates released for this version.

Can I customize the format of the final usability report?

Yes, you can request the output in various formats, such as a prioritized table for Jira, a bulleted summary for Slack, or a formal executive report.

Are there any limitations to the analysis I should be aware of?

While the agent excels at identifying patterns and severity, it is limited by the quality of your notes and cannot provide statistical significance for small-scale qualitative studies.

Usability Test Analysis Agent Skill

Example session with this skill installed

Analyze these checkout notes in a brief report: P01 and P02 missed the guest checkout link and stopped. P03 found it and paid. P03 also reread 'Dispatch' before continuing.

Read your context and instructions
Compiled the usability test analysis

The main concern is guest checkout discoverability. The wording observation is lower priority and needs clarification.

Checkout Usability Report

Three participants are described. P01 and P02 stopped; P03 completed payment.

ID	Issue	Supplied evidence	Severity and rationale
U1	Guest checkout link missed	P01 and P02 missed the link and stopped. P03 found it and paid.	High: substantial task disruption for two participants.
U2	Possible friction with 'Dispatch'	P03 reread the label, then continued.	Low, provisional: limited apparent impact; confusion is not confirmed.

Patterns and uncertainty

U1 recurred for two of the three participants described. This is not a population failure-rate estimate.
P03's success shows the route was usable in at least one session. The notes do not explain why discovery differed.
Rereading is an observation. Unclear terminology is a hypothesis, not a confirmed cause.

Prioritized recommendations

Priority	Action	Validation needed
First	Investigate guest checkout placement and visibility.	Observe whether participants notice the route without help.
Second	Check how users interpret 'Dispatch'.	Confirm misunderstanding before testing alternative wording.

Limitations: No screen layout, task wording, timing, or moderator intervention details were supplied.

Next steps

Review the guest checkout screen alongside session notes.
Retest link discovery and ask participants to explain 'Dispatch'.

Connects securely to your tools. The creator never sees your data.

About this skill

Usability test notes can leave you with plenty of observations but no clear priorities. Turn them into an evidence-linked report showing where people struggled, how serious each issue appears, and what to investigate next.

What it does

Prioritizes problems: Rates issue severity and explains the impact on completing tasks.
Connects findings to evidence: Links issues to supplied notes, tasks, and participant labels.
Finds recurring patterns: Groups related observations without counting the same problem twice.
Suggests next actions: Recommends focused investigations, design changes to explore, and retest priorities.
Highlights uncertainty: Separates observed behavior from possible explanations and flags conflicting findings.

How it works

Share your test notes, transcripts, or task results.
Add the study objective, task context, and any existing severity framework.
Request a full report or your preferred format.
Use the findings and action list to plan improvements and follow-up testing.

Works with

Supplied usability research notes, interview transcripts, participant feedback, task outcomes, and timing data. You can also provide your team's existing usability criteria.

Why use this skill

Spend less time sorting scattered observations into a usable issue list. Evidence links and severity explanations make findings easier to discuss with product, design, and research teams.

Use cases

Prioritize checkout problems after a customer test.
Summarize onboarding difficulties for a product meeting.
Compare recurring navigation issues across tasks.

Known limitations

Findings depend on the evidence supplied. Small qualitative studies do not establish statistical significance, and suggested changes need validation.

How to use

Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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Usability Test Analysis Agent Skill