testability-analysis SKILL.md skillA
testability-analysis 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/testability-analysis@git:20261016.61d7e3cPins git:20261016.61d7e3c 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
evidence/skill-quality/2026-10-03-codex-pilot/reproduction/packages/testability-analysis-zh/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261016.61d7e3c, committed Oct 16, 2026
- Size
- 3,607 bytes
- Repository stars
- 270
- License
- a license file GitHub does not identify
Use this skill when you need to assess whether a requirement or design can be efficiently and reliably tested; triggers include 可测试性分析 and testability analysis.
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
# 可测试性分析（中文版） ## 何时使用 - 需要评估需求与系统在可控制、可观察、可隔离和可复现方面的测试准备度。 - 需要对现有方案、结果或证据做风险评审，并形成可执行改进项。 - 输入不完整，但仍需先给出带假设和信息缺口的可用初版。 ## 输出格式选项 - 默认输出 Markdown，适合评审、执行和持续补充。 - 用户要求表格、CSV、JSON 或工单格式时，保留同样的风险、证据、优先级和边界字段。 - 若输出会进入自动化流程，先确认字段 schema、枚举值和必填项。 ## 如何使用 1. 先阅读并遵循 `prompts/testability-analysis.md` 的输入、执行规则、最低覆盖清单和输出顺序。 2. 补充真正影响判断的范围、环境、版本、限制、证据和成功标准。 3. 先做输入审计，再区分已确认事实、合理假设和待确认问题。 4. 当任务要求 `architecture-testability-review` 或 `architecture` 模式时，先从架构制品、依赖拓扑、异步边界、测试接缝、替身策略、故障注入入口和环境复现分析，再保留通用可测试性维度。 5. 按风险和证据强度排序，产出可直接执行、评审或验证的结果。 6. 信息不足时不要停在提问：先交付受限初版，并说明哪些结论暂不能成立。 ## 参考文件 - 每次执行必须读取 `prompts/testability-analysis.md`；它是本 Skill 的完整执行规范。 - 需要评测或回归本 Skill 时，读取 `evals/eval.yaml` 与匹配的 `evals/cases/` 用例。 - 只有目录实际存在且任务需要时，才读取 `references/`、`examples/`、`scripts/` 或 `output-formats.md`，不要假设不存在的资产。 - 需要回归 `architecture-testability-review` 时使用 `architecture-*` Eval 和本地触发数据；仍复用本 Skill 的物理目录，不创建别名目录。 ## 核心约束 - 不要把测试框架选择当测试性本身 - 每项改进说明价值和成本 - 避免为测试暴露不安全后门 - `architecture` 模式必须用架构级来源支撑接缝、替身、隔离和故障注入判断；不把框架名称当作可测试性证据。 - 不编造输入中不存在的系统行为、字段、数据、指标或根因。 - 关键结论必须关联证据；证据不足时标记为假设并给出验证方法。 - 优先级必须说明业务影响、发生可能性或可探测性依据。 ## 交付前自检 - [ ] 已覆盖：可观察性、可控制性、隔离、确定性、数据准备、故障注入、环境一致、自动化接口。 - [ ] 已区分事实、假设、缺口和建议。 …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/testability-analysis@sha256:0ec2965b77647d32The line at the top of this page pins the label git:20261016.61d7e3c, 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_4ablhssgtopvhklf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 16, 2026.
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 (3607 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 · 270 stars · license a license file GitHub does not identify · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4ablhssgtopvhklf GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/testability-analysis GET https://markdownregistry.com/api/v1/blob/0ec2965b77647d32ed75439fc98c44746eee4b51242e4e67b87dceecfe7987b9
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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