ai-assisted-testing SKILL.md skillA
ai-assisted-testing from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/ai-assisted-testing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naodeng/awesome-qa-skills
- Path
skills/zh/testing-types/ai-assisted-testing/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 29, 2026
- First version recorded
- Mar 25, 2026
- Size
- 3,901 bytes
- Repository stars
- 301
- License
- a license file GitHub does not identify
Use this skill when you need AI-assisted testing workflows such as test data generation, root-cause analysis, and prioritization; triggers include AI 辅助测试 and AI-assisted testing.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI 辅助测试（中文版） **英文版：** 见对应英文技能。 ## 何时使用 - 需要在真实项目里处理 ai assisted testing 相关任务。 - 需要一份可以直接用于执行、评审或跟进的结果。 ## 执行流程 1. 阅读并遵循「按需加载」中的主提示词（覆盖清单、输出结构、质量要求）。 2. 只补充真正影响结果的项目上下文：范围、环境、限制、风险、依赖、期望产出。 3. 信息不全时先给可用初版，并显式标出假设与信息缺口。 4. 默认 Markdown；用户指定其他格式时再切换。 ## 领域执行要点 1. 先记录输入分类/脱敏方法与允许使用范围；真实身份、令牌和个人数据替换为不可反推占位符，保留 schema 与业务约束。 2. 建立 输入快照 ID→模型/Prompt 版本→AI 草稿 ID→人工复核意见→采纳版本 ID→验收证据 来源链；草稿不自动成为执行资产。 3. 标明谁核对业务 oracle、断言、隐私与高风险取舍；未复核产物保持 draft，未实际执行保持 NOT_RUN，AI 不代替 Human 接受。 4. 用相同任务、复杂度与窗口测量人工基线工时，以及 AI 生成+复核+返工+验收总工时；分别记录质量缺陷与返工数量，不能只以生成耗时宣称提效。 ## 核心约束 - 按风险/业务影响排优先级，不要平均摊铺。 - 把「已确认事实」和「当前假设」分开写。 - 不要编造用户未提供的接口、字段、环境或根因细节。 - 结果必须可执行：场景具体、有优先级、能指导下一步。 ## 按需加载 - 校准领域结果、正确对照或证据缺口时，读取 [references/domain-decision-example.md](references/domain-decision-example.md) 的脱敏输入、逐项预期与复算依据。 - 产出前必须阅读并遵循 `prompts/ai-assisted-testing.md`（最低覆盖清单、输出结构、质量要求）。 - 需要 Excel/CSV/JSON/Word 等格式时：读 `output-formats.md`，并按用户格式要求输出。 - 需要套用现成模板时：读 `output-templates/` 中匹配的模板，不要自创冲突结构。 - 用户要示例或对标现有资产时：读 `examples/` 中相关样例。 - 需要框架规范、排障、报告 schema 等深资料时：只读 `references/` 里与当前问题相关的文件，不要整目录通读。 - 需要格式转换或辅助校验时：优先使用 `scripts/` 中已有脚本，而不是重写一遍。 - 需要评测/回归本 skill 时：使用 `evals/`，并用 skill-up 校验与运行。 …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/ai-assisted-testing@sha256:97f4ea0aaa7d3189The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_s7fisr5ie5qyzs5w)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 25, 2026 and Oct 29, 2026, about one every 73 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-29 | 1d0d58f | 3,901 B | A | view · diff |
| git:20261011.7d9502b | 2026-10-11 | 7d9502b | 3,592 B | A | view · diff |
| git:20260803.f52f41e | 2026-08-03 | f52f41e | 2,689 B | A | view · diff |
| git:20260325.c371d73 | 2026-03-25 | c371d73 | 1,647 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3901 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
naodeng/awesome-qa-skills · 301 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s7fisr5ie5qyzs5w GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/ai-assisted-testing GET https://markdownregistry.com/api/v1/blob/97f4ea0aaa7d318975026da2c513180fb6fd436bc1061f8bde80087a1213ee0c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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