Agent templatev1.2Updated 2026-10-27

Website QA - desktop and mobile

Checks every link, opens each page in a real cloud browser on mobile and desktop, reads the screenshots for visible defects and publishes a report of what to fix.

  • Every link checked, broken ones listed by page
  • Each page in a real browser on mobile and desktop, its screenshots read for defects
  • A private report page with what to fix first
Clone this project Use from Claude / Codex

By FlyMy.AI templates/website-qa v1.2

Website QA - desktop and mobile: Website QA - desktop and mobile with Cloud browser (Browser Use), Gemini vision, Code execution, Report page, Chat filesCloud browser(Browser Use)~$0.01-0.08 / screenGemini vision~$0.006 / pageCode execution~$0.0003 / runReport pagefreeChat filesfreeWebsite QA - desktop and…gpt-6-luna
Website QA - desktop and mobile and its tools: Cloud browser (Browser Use) (per session: provider cost plus the service margin; $0.009-0.083 per screen, measured on 3-6 pages with screenshots), Gemini vision (per token; about $0.006 per page with its mobile and desktop screenshots, measured 2026-10-27), Code execution ($0.0666 per sandbox hour, billed per second; about $0.0003 per run, measured), Report page (free; one private page on app.flymy.ai per run, $0 measured), Chat files (free; report.md, results.json and report.html in the chat, $0 measured)

Proof

  • 12 / 12browser checks, 6 pages on mobile and desktop, 36 screenshots read
  • $0.21a run on 6 pages and 2 screens with the visual check
  • ~3-5 minfrom start to the report page
  • Frozen + SDKfrozen version and Python SDK runs passed
  • Clone runa copy of the reference ran on its own
  • Publicreference project to clone
1agentone QA agent
5toolspriced below
on demandrunsschedule after the first report
$0.21per 6-page runmeasured

What it does

  • Every link on the tested pages is checked over HTTP; robot blocks are listed apart, not as broken.
  • Each page opens in a real cloud browser at your screen size, scrolled to the end and measured.
  • Up to 3 screenshots of every page are read by Gemini 3.8 Flash for visible defects, linked in the report.
  • Read-only: no logins, no forms, no purchases.
  • The same script every run, checked by its SHA256, so weekly reports compare.

Ideal for Site owners, marketers and developers who ship pages often and want a mobile check before or after each release.

Connects to

  • Cloud browser (Browser Use)~$0.01-0.08 / screenbuilt in
  • Gemini vision~$0.006 / pagebuilt in
  • Code execution~$0.0003 / runbuilt in
  • Report pagefreebuilt in
  • Chat filesfreebuilt in

Project diagram

from the reference project
Project diagram of Website QA - desktop and mobileINPUTS AND TIMERSLEADTOOLSOUTPUTSWebsite addressPages: a number oryour listScreens: mobile todesktopWebsite QA -desktop and mobilegpt-6-lunaCloud browser(Browser Use)~$0.01-0.08 / screenGemini vision~$0.006 / pageCode execution~$0.0003 / runReport pagefreeChat filesfreePrivate report pageReport files (md,json, html)BUDGET RULE / Each cloud browser session stops at $0.40. The project budget, 5 / 20 / 50 USD per day / week / month by default, caps the rest.
The diagram as text
  • Inputs: Website address, Pages: a number or your list, Screens: mobile to desktop
  • Lead: Website QA - desktop and mobile (gpt-6-luna) uses Cloud browser (Browser Use), Gemini vision, Code execution, Report page, Chat files
  • Tool: Cloud browser (Browser Use) - per session: provider cost plus the service margin; $0.009-0.083 per screen, measured on 3-6 pages with screenshots (built into FlyMy.AI)
  • Tool: Gemini vision - per token; about $0.006 per page with its mobile and desktop screenshots, measured 2026-10-27 (built into FlyMy.AI)
  • Tool: Code execution - $0.0666 per sandbox hour, billed per second; about $0.0003 per run, measured (built into FlyMy.AI)
  • Tool: Report page - free; one private page on app.flymy.ai per run, $0 measured (built into FlyMy.AI)
  • Tool: Chat files - free; report.md, results.json and report.html in the chat, $0 measured (built into FlyMy.AI)
  • Output: Private report page (from Report page)
  • Output: Report files (md, json, html) (from Chat files)

Day one

from the reference project
  • 01CloneThe QA agent with its tested script; nothing to connect.free
  • 02Answer onceWebsite, pages, screens, report and a weekly check, in one message.free
  • 03First reportLinks over HTTP, one cloud browser per screen, the screenshots read, the report page.$0.21 for 6 pages x 2 screens
  • 04Weekly checkOptional: Schedule Agent under the report repeats it.the same per run

How it runs

templates/website-qa v1.2

Runs when you ask, in about 3-5 minutes. Choose Schedule Agent under a report to repeat it, for example every Monday at 09:00.

The agent team

from the reference project

Website QA - desktop and mobileQAlead

Finds the pages, checks every link, runs one cloud browser per screen, reads the screenshots and publishes the report, with one tested script.

Cloud browser (Browser Use)Gemini visionCode executionReport pageChat files
Instruction excerpt

Test the website on the chosen screens, at most the chosen number of pages, and give the owner a report page. Every check is read-only: no logins, no forms, no purchases. The work runs a tested script, loaded by its link and checked by its SHA256.

Budget: your project budget

on demand or weeklygpt-6-lunalast run $0.214 on 2026-10-27 (6 pages of flymy.ai on mobile and desktop, 12 of 12 browser checks, 36 screenshots read)

You will be asked

once, in one message
  • Which website?The address to test; pages behind a login are skipped.https://flymy.ai
  • How many pages, or which?1-15 from the sitemap or the homepage (default 6), your own list, or pages to always include on top.6, always /pricing/
  • Which screens?small-mobile 360, mobile 390, tablet 768 or desktop 1440 px.mobile, desktop
  • Every issue in the chat?The report page and three files come every time; the chat shows the top issues.top issues
  • A weekly check?Day, time and time zone, set with Schedule Agent after the first report.no

Keys and passwords never go into the chat: you connect accounts on their own pages.

What it costs

Measured on 2026-10-27

0%template markup or purchase feeUsage pricing →

Price of one run
ItemUnit pricePer runCost
Cloud browser (Browser Use), 2 screensprovider cost plus the service margin2 sessions, 6 pages each, up to 3 screenshots a page~$0.166
Gemini vision: the screenshotsper token1 read per page, mobile and desktop together~$0.036
Agent: gpt-6-luna and the run checkper tokenabout 9 model calls~$0.008
Code execution: links and report$0.0666 per sandbox hour2 calls~$0.001
Report page and three chat filesfree1 page, 3 files$0
One run, 6 pages on 2 screens$0.21

Measured 2026-10-27 on the reference with the visual check: 6 pages of flymy.ai on mobile and desktop cost $0.214; 3 pages of docs.flymy.ai on 2 screens cost $0.047. Long pages take more browser time. Every run shows its itemised price.

What stays yours

the same for every template

Your connections stay yours

A copy never carries the author's keys or connections.

Nothing runs until you answer

Clone creates the agents and a setup chat; nothing bills before your reply.

A budget you set

5 / 20 / 50 USD per day / week / month by default; a run cannot outspend it.

Versions

a copy keeps the version it was made from
  • v1.22026-10-27Visual check: the cloud browser saves up to 3 screens of every page, Gemini 3.8 Flash reads them for visible defects, and the report shows each finding next to its screenshots.
  • v1.12026-10-27Pages to always include on top of the picked ones; the result opens as fields with the report page and file links; a change asked later in the chat runs the tested script again.
  • v1.02026-10-26First public template: link check over HTTP, one cloud browser per screen, a report page and three files, checksum-verified script hosted by FlyMy.AI.

How to start

1 agent, 5 tools, your budget
01 - Clone in FlyMy.AI

Open the reference project and press Clone; a setup chat asks once.

Clone this project
02 - Your Claude or Codex

Connect FlyMy.AI with skill.md and paste the request below.

03 - API and SDK

Agents MCP projects_copy with fleet:8ccc3fc9-72a8-4a79-ad67-afa514116cd0, or client.projects.copy.

$ SETUP REQUEST

Read https://flymy.ai/templates/website-qa/template.txt and help me set up Website QA - desktop and mobile using my own connections. Ask for the missing inputs and budget before running it.
Download brief

FAQ

Is this a working project or just an idea?

A working, public reference project. Clone it and its first chat asks five questions in one message; the first report page arrives in about 3-5 minutes.

Does it log in, fill in forms or buy anything?

No. It only reads pages: no logins, no forms, no purchases. Pages behind a login are not tested.

Which screens does it test?

small-mobile 360 px, mobile 390 px, tablet 768 px and desktop 1440 px; mobile and desktop by default. Each screen is its own real cloud browser.

What does it find?

Broken links (404, 410, 5xx or no answer), pages wider than the screen with the elements that stick out, broken images, tap targets under 24 px, a missing viewport tag and, from the screenshots, visible defects: overlapping or cut-off text, broken images or icons, empty areas, unreadable text, words that run together and a broken layout. Links that block robots (401, 403, 429) are listed apart.

What does the visual check look at?

The cloud browser saves up to 3 screens of every page on each screen size, and Gemini 3.8 Flash reads them for defects a visitor would notice, comparing mobile with desktop. It skips sticky headers over scrolled content, anything cut only by the edge of a screenshot, decorative elements and design taste. Each finding names the screen and the place, and the report links the screenshots so you can check it yourself.

What does a run cost?

Measured on 2026-10-27 with the visual check: $0.21 for 6 pages of flymy.ai on mobile and desktop (cloud browser $0.17, Gemini vision $0.04, the agent $0.01) and $0.05 for 3 docs pages. Long pages take more browser time. Every run shows its itemised price.

Can it check my site every week?

Yes. After a good report choose Schedule Agent under it and pick the day, time and time zone; every scheduled run publishes a new report page.

Illustrative example, not a live result
site: https://example.com
checked_at: <UTC time>
screens: mobile 390 px, desktop 1440 px
pages: 6, links checked: <count>
broken link: <link> (404) on <page>
wider than the screen: <page> on mobile (<width> px on <screen> px) - <element>
visual (mobile, screen 2): <what looks broken> (<where>)
screenshots read: <count>
report_page: <private link on app.flymy.ai>

Sources

Reference project →Browser Use in FlyMy.AI →Code execution →Usage pricing →

Content and connection guidance checked 2026-10-27. See linked documentation for current availability and prices.