Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add kevintsengtw/dotnet-testing-agent-skills --skill dotnet-testing-autofixture-bogus-integrationgit clone --depth 1 https://github.com/kevintsengtw/dotnet-testing-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kevintsengtw/dotnet-testing-agent-skills/dotnet-testing-autofixture-bogus-integration)<a href="https://agentmods.dev/skills/kevintsengtw/dotnet-testing-agent-skills/dotnet-testing-autofixture-bogus-integration"><img src="https://agentmods.dev/badge/skills/kevintsengtw/dotnet-testing-agent-skills/dotnet-testing-autofixture-bogus-integration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kevintsengtw/dotnet-testing-agent-skills/dotnet-testing-autofixture-bogus-integration"><img src="https://agentmods.dev/badge/skills/kevintsengtw/dotnet-testing-agent-skills/dotnet-testing-autofixture-bogus-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00196 | $0.02473 |
| Opus 5 | $0.00098 | $0.01236 |
| Sonnet 5 | $0.00039 | $0.00495 |
| Haiku 4.5 | $0.00020 | $0.00247 |
Grade A, and why
dotnet-testing-autofixture-bogus-integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AutoFixture 與 Bogus 整合應用指南
核心概念
為什麼需要整合？
| 面向 | AutoFixture | Bogus | 整合方案 |
|---|---|---|---|
| 資料真實感 | 低（GUID 格式字串） | 高（真實 Email/Phone） | 高 |
| 物件關聯處理 | 自動 | 手動 | 自動 |
| 循環參考處理 | 內建 | 無 | 整合 |
| 設定複雜度 | 低 | 中 | 中 |
| 適用場景 | 單元測試 | 整合測試/原型 | 兩者皆可 |
整合效果： user.Email 從 "Email1a2b3c4d" 變為 "[email protected]"，其他屬性仍由 AutoFixture 自動填充。
套件安裝
<PackageReference Include="AutoFixture" Version="4.18.1" />
<PackageReference Include="AutoFixture.Xunit2" Version="4.18.1" />
<PackageReference Include="Bogus" Version="35.6.5" />
<PackageReference Include="xunit" Version="2.9.3" />
<PackageReference Include="AwesomeAssertions" Version="9.4.0" />
整合方式總覽
| 整合方式 | 適用場景 | 複雜度 |
|---|---|---|
| 屬性層級 SpecimenBuilder | 特定屬性使用 Bogus | 低 |
| 類型層級 SpecimenBuilder | 整個類型使用 Bogus | 中 |
| 混合產生器 (HybridGenerator) | 統一 API 整合 | 中 |
| 整合工廠 (IntegratedFactory) | 完整測試場景建構 | 高 |
| 自訂 AutoData 屬性 | xUnit 整合 | 低 |
核心整合技術
ISpecimenBuilder 整合
透過 ISpecimenBuilder 介面實現屬性層級與類型層級的整合：
- 屬性層級：根據屬性名稱判斷（如
Email、Phone、FirstName），使用 Bogus 產生對應的真實感資料 - 類型層級：為整個類型（如
User、Address）註冊 Bogus Faker 產生器
常用 SpecimenBuilder
| SpecimenBuilder | 產生資料類型 | Bogus API |
|---|---|---|
EmailSpecimenBuilder |
Email 地址 | f.Internet.Email() |
PhoneSpecimenBuilder |
電話號碼 | f.Phone.PhoneNumber() |
NameSpecimenBuilder |
人名 | f.Name.FirstName() |
AddressSpecimenBuilder |
地址 | f.Address.FullAddress() |
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 211 lines · 196 tokens per session scan A d4b90436eefa
dotnet-testing-autofixture-bogus-integration is a skill published in the GitHub repository kevintsengtw/dotnet-testing-agent-skills (28 stars, last pushed 24d ago), licensed MIT. It adds 196 tokens to every session and 2,473 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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