Test Engineering Agent Skill

Designs, implements, and refines automated test suites across multiple frameworks with deterministic isolation and behavior-focused…

Context cost
525 tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 2.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Design, implement, or improve software tests across Unity, Go, Python, Node.js, React, and Vue with behavior-focused coverage, isolated dependencies, deterministic async handling, and meaningful verification. Use for testing strategy or test failures.

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.

securitytesting

The skill itself

A skill is instructions the model reads, and here they are in full: the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md2.1 kB
--- name: test-engineering ---
6# Test Engineering
7
8## 使用范围
9
10用于制定测试策略、补充测试、处理 flaky test 或评估测试缺口。先识别项目已有的测试框架、真实执行命令、分层约定和可用测试环境;测试应融入现有工具链,不应仅为追求覆盖率而另起体系。
11
12## 工作方式
13
14- 从用户可观察的行为、关键业务规则和已发生的缺陷出发,选择单元、集成或端到端测试层级。把纯逻辑留在快速单元测试,把跨进程、数据库、网络或真实渲染验证留给隔离的集成测试。
15- 每个测试独立创建和清理自己的数据、时钟、随机源、文件、端口与环境变量。不要依赖执行顺序、共享全局状态、真实时间延迟或开发机已有服务。
16- Mock 边界应位于网络、文件系统、时间、第三方服务或昂贵基础设施处;不要为了让测试容易通过而 mock 掉正在验证的业务规则。
17- 异步测试必须等待明确完成条件、正确传播错误并设置合理超时。并发测试还应覆盖取消、重试、资源释放与竞争时的可预期结果。
18- 失败信息应说明被测行为、输入和实际结果。新增回归测试要先能在修复前失败,再在修复后通过;不要只断言内部调用次数或实现细节。
19- 运行与本次修改相关的实际测试命令,并区分已执行的测试与由于环境、权限或依赖未能执行的测试。需要外部服务时先隔离数据和凭据,并取得相应授权。
20
21## 交付与边界
22
23说明测试层级、覆盖的行为和边界、隔离策略、实际执行命令及未覆盖的风险。各语言的断言风格、Unity Test Framework、Playwright/Vitest 等具体工具以项目现有选择为准。
24
This is the whole of SKILL.md. Install the skill to get it and everything beside it.
In the file
SKILL.md69 words
Files1
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.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
455
on trigger
The instruction body, read only when the skill fires.
0.26%
of a 200k window
Ten skills this size would take about 3% of the window before you open a file.
050k100k150k200k context window

525 tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

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, shown in full above.

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.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. 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

1 file, 2.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.1 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. 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.

# Test Engineering · 525 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/test-engineering/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/test-engineering" ] && { [ ! -e .claude/skills/test-engineering ] || { mv .claude/skills/test-engineering "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/test-engineering" .claude/skills/ && echo "Installed .claude/skills/test-engineering"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add weiweimhy/test-engineering

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/test-engineering/ 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/test-engineering/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/test-engineering" ] && { [ ! -e ~/.claude/skills/test-engineering ] || { mv ~/.claude/skills/test-engineering "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/test-engineering" ~/.claude/skills/ && echo "Installed ~/.claude/skills/test-engineering" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/test-engineering/ 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.

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
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceweiweimhy/test-engineering

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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