Plan and run usability tests on existing or prototype designs including test design, task scripts, moderation, observation, and findings synthesis. Use this skill whenever the user wants to test usability, run a moderated test, run an unmoderated test, validate a design, find usability issues, or improve task completion. Triggers on usability test, usability testing, moderated test, unmoderated test, task script, think aloud, prototype testing, user testing, design validation, task completion. Also triggers when the user has built something and wants to know if real users can use it before shipping.
npx skills add https://github.com/rampstackco/claude-skills --skill usability-testing
Plan and run tests that find usability problems before users hit them in production. Stack-agnostic. Tool-agnostic.
This skill is for testing existing designs or prototypes. For broader discovery research, use ux-research. For conversion testing in production, use cro-optimization.
ux-research)cro-optimization)journey-mapping)analytics-strategy)Don't test the whole product. Test specific tasks.
Task selection criteria:
Examples of testable tasks:
> "You want to find a contractor near you who can install a fence. Show me how you'd do that on this site."
> "You're a first-time visitor. You want to understand if this product fits your needs. Walk me through how you'd evaluate it."
> "Your team needs a new tool to manage projects. Use this site to figure out which plan is right for a 12-person team."
Task framing rules:
Moderated (live, with researcher):
Unmoderated (recorded, asynchronous):
For most teams: moderated for early/critical decisions, unmoderated for ongoing validation.
Target audience - not just convenience.
Recruit criteria:
Sample size:
Pre-task setup:
Moderated session structure:
Moderation principles:
Anti-patterns:
Patterns across participants are signal. Single-participant complaints are weaker (but worth investigating).
Synthesis steps:
Report structure:
# Usability Test: [Design / flow]
## Summary
[2 to 3 paragraphs covering: what was tested, headline findings, top 3 priorities]
## Method
[Moderated/unmoderated, sample size, audience, dates, tasks]
## Critical findings
[Each with description, frequency, supporting evidence (quotes/clips), recommendation]
## Major findings
[Same structure]
## Minor findings
[Brief]
## Cosmetic findings
[Briefest]
## What worked well
[Calibration: capture successes too]
## Recommendations
[Prioritized list with effort estimates]
## Next steps
[Test re-run schedule, design iteration plan]
10. Re-test after fixes. Verify the fix worked, didn't introduce new issues.
Default outputs:
usability-test-plan-[topic].mdusability-tasks-[topic].mdusability-findings-[topic].mdreferences/task-script-patterns.md - Task framing patterns by common product type, with good and bad examples.Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Use when implementing any feature or bugfix, before writing implementation code
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
Take rampstackco/usability-testing from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.