Live-device iOS QA Agent Skill

Live-device iOS QA for SwiftUI apps. (gstack).

Context cost
16.3k tokensestimated from the bundle, loaded when it triggers
Bundle
29 of 30 fileshanded out here; the rest is at its source
Licence
MITthe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

Live-device iOS QA for SwiftUI apps. (gstack)

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

iosmobile

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md44.5 kB · preview
--- name: ios-qa preamble-tier: 3 version: 1.0.0 allowed-tools: - Bash - Read - Write - Edit - Grep - Glob - AskUserQuestion triggers: - ios qa - test the iphone app - test the ipad app - test my ios app - find bugs on the device - qa the ios app ---
22<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
23<!-- Regenerate: bun run gen:skill-docs -->
24
25
26## When to invoke this skill
27
28Connects to a real iPhone or iPad via
29USB CoreDevice IPv6 tunnel, reads Swift source to understand every screen, then
30runs a vision-driven agent loop: screenshot → analyze → decide → act →
31verify → repeat. All interaction happens via HTTP to an embedded
32StateServer in the app under test. Optionally exposes the device over
33Tailscale so remote agents (OpenClaw, Codex, any HTTP-capable agent) can
34run iOS QA from anywhere without touching the hardware.
35Use when asked to "ios qa", "test my iPhone app", "test my iPad app",
36"find bugs on the device", or "qa the iOS app".
37
38Voice triggers (speech-to-text aliases): "iOS quality check", "test the iPhone app", "test the iPad app", "run iOS QA".
39
40## Preamble (run first)
41
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md6,224 words
Files29
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈80
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
16,245
on trigger
The instruction body and 28 supporting files, read only when the skill fires.
8.2%
of a 200k window
Ten skills this size would take about 82% of the window before you open a file.
050k100k150k200k context window

16.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It asks the agent to write files, using whatever file access your client already has. Whether it reaches the network is not declared.

What it asks for
Writes filesyes
Network accessnot declared

Read from the allowed-tools line of this skill’s own SKILL.md. It also asks for Bash, which could do either, so what is not named there is not ruled out. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 29 of the 30 files in its source folder; the list here names 29 files, 370.9 kB on disk. Mostly text — the instructions the model reads — with 26 scripts in it that your client would run only if the instructions tell it to. The other one is not in the download, nor are 10 files of types a skill download does not carry — listed after these, with why.

  • SKILL.md44.5 kB
  • SKILL.md.tmpl15.4 kB
  • docs/tailscale-acl-example.md5.4 kB
  • scripts/gen-accessors.test.ts37.7 kB
  • scripts/gen-accessors.ts32.9 kB
  • daemon/src/allowlist.ts4.0 kB
  • daemon/src/audit.ts3.5 kB
  • daemon/src/auth-mint.ts2.9 kB
  • daemon/src/cli-mint.ts5.0 kB
  • daemon/src/devicectl.ts12.9 kB
  • daemon/src/index.ts26.7 kB
  • daemon/src/proxy.ts5.9 kB
  • daemon/src/session-tokens.ts3.8 kB
  • daemon/src/single-instance.ts5.5 kB
  • daemon/src/tailscale-localapi.ts4.5 kB
  • daemon/src/tunnel-bootstrap.ts18.4 kB
  • daemon/src/types.ts2.7 kB
  • daemon/test/allowlist.test.ts5.9 kB
  • daemon/test/audit.test.ts3.9 kB
  • daemon/test/auth-mint.test.ts3.7 kB
  • daemon/test/cli-mint.test.ts4.3 kB
  • daemon/test/daemon-integration.test.ts36.1 kB
  • daemon/test/fake-device.ts8.6 kB
  • daemon/test/proxy-classify.test.ts2.4 kB
  • daemon/test/proxy-transport.test.ts22.4 kB
  • daemon/test/session-tokens.test.ts6.9 kB
  • daemon/test/single-instance.test.ts3.4 kB
  • daemon/test/tailscale-localapi.test.ts2.0 kB
  • daemon/test/tunnel-bootstrap.test.ts39.6 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • scripts/gen-accessors-tool/Package.swiftread · not carried
  • scripts/gen-accessors-tool/Sources/GenAccessors/main.swiftnot carried
  • templates/Bridges.swift.templatenot carried
  • templates/DebugBridgeManager.swift.templatenot carried
  • templates/DebugBridgeTouch.h.templatenot carried
  • templates/DebugBridgeTouch.m.templatenot carried
  • templates/DebugBridgeWiring.swift.templatenot carried
  • templates/DebugOverlay.swift.templatenot carried
  • templates/Package.swift.templatenot carried
  • templates/StateAccessor.swift.templatenot carried
  • templates/StateServer.swift.templatenot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 26 scripts beside the text, so the download is 29 files — not the whole of its source: 11 files are left out, and the skill reads one of them. They are listed under the files, with why. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Live-device iOS QA · 16.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/live-device-ios-qa/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/live-device-ios-qa" ] && { [ ! -e .claude/skills/live-device-ios-qa ] || { mv .claude/skills/live-device-ios-qa "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/live-device-ios-qa" .claude/skills/ && echo "Installed .claude/skills/live-device-ios-qa"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add garrytan/live-device-ios-qa

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/live-device-ios-qa/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/live-device-ios-qa/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/live-device-ios-qa" ] && { [ ! -e ~/.claude/skills/live-device-ios-qa ] || { mv ~/.claude/skills/live-device-ios-qa "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/live-device-ios-qa" ~/.claude/skills/ && echo "Installed ~/.claude/skills/live-device-ios-qa" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/live-device-ios-qa/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as ios-qa in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, live-device-ios-qa. Not in this download: 11 files of its source, 1 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.0.0
Publishedno release date on file
PriceFree
Referencegarrytan/live-device-ios-qa

Versions

v1.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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