
Git Qa
io.github.meta-taro由 GitHub 账号 meta-taro 发布v0.2.0-beta.21更新于 Nov 4, 2026
Open-source human-in-the-loop QA runner: an AI agent works the test sheet, a person signs off.
概览
开源的人在回路 QA 运行器:AI 代理按测试表操作 Android、iPhone、网页或桌面应用,由人逐条签核。
- 可以做什么
- 截取并读取 Android、网页、桌面或 iPhone/iPad 目标的实时画面
- 列出可点击的元素并按名称点击
- 按 TSV 测试表逐条执行,由人按 D 或 F 给出判定
- 为每次运行记录证据:判定、步骤、签署人、时间以及当时的画面
- 无人值守地整夜跑完测试表,事后查看失败项
- 适用场景
- 适合需要反复手工点检的回归与发布检查,也适合需要证明究竟是谁验证了某个构建、而不是让 AI 自行宣布全部通过的场景。
- 运行要求
- 以桌面应用形式本地运行(macOS、Windows x64/ARM64),或用 pnpm 从源码运行;需要 Node 22 或更高版本。Android 需要 adb,网页需要浏览器,iPhone/iPad 需自行签名并安装 WebDriverAgent。ffmpeg 与 cwebp 为可选项,用于压缩证据。未发布 npm 包。
安装
在 SourceWeft 中
- 打开 控制台中的 Git Qa,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
git-qa
Your test sheet runs itself. You watch, and sign off each case with one key.
git-qa is an open-source human-in-the-loop QA runner. An AI agent works through your test sheet on Android, iPhone, web and desktop apps; you watch the live screen and sign off each case, and the evidence records who verified what. AI agents can also drive it over MCP.
日本語版はこちら / Japanese · Download
Left: the cases in your test sheet. Middle: the page, device or app, live, while the AI drives it —
the red marker is where it found the expected text. Right: one key per verdict — D pass, F fail.
Your handle goes into the evidence when you press it. (The UI is shown in Japanese; it also speaks English.)
When you would reach for it
The release check nobody wants to click through again. You have a 30-row regression sheet for an Android app, a web page and a desktop app. Instead of tapping through it by hand, the AI follows the sheet while you watch the live view and press a key per case. You only stop to look closely where something changed or failed.
"Who actually checked this?"
A client, an auditor or your own team asks after an incident. The evidence answers:
each case says VERIFIED (a person looked and signed) or AUTO_PASS (the AI passed it, nobody looked),
with the name, the time, and the screen at that moment.
An AI agent built the feature — now it should check it, on a real device.
Over MCP, Claude Code (or any agent) can screenshot, read the screen, list what can be pressed and tap it,
on Android, web, desktop or iPhone. It can run the sheet unattended overnight (--no-ui);
in the morning you review the failures. The pass is still yours to give.
The server is listed in the official MCP registry as io.github.meta-taro/git-qa; it runs from this clone (there is no npm package).
Try it
- Download the app from the distribution page (macOS, Windows x64 / ARM64) and install Node 22+
- Open git-qa. Enter a handle (it goes into the evidence as "who looked"), pick what to look at —
an
adbdevice, a web page URL, or a desktop app by name — and a test sheet - Start, watch, and press
D/Fper case
[Picking what to look at: a web page URL, a desktop app by name, or an adb device]
A run, case by case — the AI runs each step (press the button, reopen the page, press it again), you press D, the case turns VERIFIED / qa and the next one starts:
A test sheet is a TSV you can write in any spreadsheet — samples are in sheets/.
From source instead: git clone … && pnpm install && pnpm app (see Install).
Why it is built this way
This is not a tool for handing verification to an AI and letting it say "everything passed." When something ships broken, the person is accountable — "the AI did it" is not an answer anyone accepts.
So git-qa splits the work:
- The AI operates the device, the browser, or the desktop app, following a test sheet
- The human watches, and places the verdict with a single keystroke
- The evidence records who saw what, and when
The vocabulary is the point
A plain PASS would collapse the first two into one value. That collapse is
exactly what this tool exists to prevent.
You can place VERIFIED without looking. That is a feature, not a hole.
The moment you press the key, your handle goes into the evidence. It is a
signature, not a lock. There is no anti-cheat machinery — adding it would make a
tool that exists to save effort expensive to use.
What it can drive
A real iPhone, driven through WebDriverAgent: git-qa launched the Clock app and tapped "Stopwatch". The case waits for a person's verdict.
What evidence looks like
One folder per test run. Commit the whole folder if you want the test itself under version control.
Nothing about your machine goes into the evidence: paths are relative to the workspace, so the same run reads the same way on anyone's machine.
Requirements
- Node 22 or newer — required. The app starts a runner process
adbfor Android, a browser for web — only if you use themffmpeg/cwebp— optional. Without them, evidence is kept in the format it was captured in, uncompressed
Install
Download from the distribution page, or run it from source:
macOS builds are signed and notarized. Windows builds are not signed — you will see "Windows protected your PC"; check the source before choosing Run.
To see what this machine can actually do — measured, not guessed:
The app also states its own version on the start screen ("This git-qa is v0.2.0-beta.20"). Paste that line into bug reports — it decides which build you are talking about. When a newer build exists, the same place says so; git-qa never replaces itself.
Status
Beta. Three products are using it. Rough edges are listed in each release's notes, and nothing fails silently — where a step cannot run, it is recorded as "a person needs to do this," not as a pass.
Bug reports and requests: Issues. Please write them in your own words, right after you hit the problem. Summarizing loses the part that actually hurt.
License
MIT — see LICENSE.
来源:README.md,提交 0d58c46
工具
0版本历史
1- v0.2.0-beta.21最新Nov 4, 2026
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