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Generate complete user documentation for a web app with screenshots. Browses the app via browser automation, screenshots every screen, and produces a structured user guide with step-by-step instructions, annotated screenshots, workflow diagrams, and reference tables. Supports quick (key screens), standard (all pages), thorough (every state and flow), and exhaustive (publishable documentation suite). Triggers: 'document the app', 'user guide', 'app documentation', 'screenshot docs', 'generate use
Passed 15 of 23 test cases with the skill, and 7 of 23 without it.
and 10 more in the full report
10 fixed5 passed either way6 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
We only need a quick 10-minute onboarding guide for happy-path workflows on https://shop.store.com. Which depth setting should be selected and how many screenshots are captured?
| Checked | Without skill | With skill |
|---|---|---|
| Selects quick depth level | Passed | Passed |
| Plans for approximately 10 screenshots covering key screens and happy paths | Missed | Passed |
The instructions your model reads when the skill loads.
Browse a running web app, screenshot every screen, and produce documentation good enough to publish. Not a screenshot dump — a structured guide that teaches someone how to use the app.
Same as ux-audit — Chrome MCP, Playwright MCP, or playwright-cli.
Same as ux-audit — prefer deployed/live URL over localhost.
| Depth | Screenshots | What it produces | Duration |
|---|---|---|---|
| quick | ~10 | Single-page quick-start guide. Key screens, happy path only. | 10-15 min |
| standard | ~30 | Full user guide. All pages, primary workflows, reference tables. | 30-60 min |
| thorough | ~80+ | Comprehensive guide. All states, mobile views, every CRUD flow, troubleshooting. | 1-3 hours |
| exhaustive | ~150+ | Publishable documentation suite. Everything in thorough plus: getting started tutorial, feature-by-feature deep dives, admin guide, keyboard shortcut reference, FAQ, and HTML version. | 3-6 hours |
Default: standard
Ask the user:
Navigate the app and build a complete page inventory:
test cases passed, vs 7 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.