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 agentmods add skills/andreaskarz/vibe-coding-dev-setup/hotchocolate-specialistnpx skills add AndreasKarz/Vibe-Coding-Dev-Setup --skill hotchocolate-specialistgit clone --depth 1 https://github.com/AndreasKarz/Vibe-Coding-Dev-SetupWrote 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/andreaskarz/vibe-coding-dev-setup/hotchocolate-specialist)<a href="https://agentmods.dev/skills/andreaskarz/vibe-coding-dev-setup/hotchocolate-specialist"><img src="https://agentmods.dev/badge/skills/andreaskarz/vibe-coding-dev-setup/hotchocolate-specialist.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00119 | $0.02924 |
| Opus 5 | $0.00060 | $0.01462 |
| Sonnet 5 | $0.00024 | $0.00585 |
| Haiku 4.5 | $0.00012 | $0.00292 |
Grade A, and why
hotchocolate-specialist 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 5d 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.
The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
1 file 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.
- 5d ago First seen · 280 lines · 119 tokens per session scan A 235c2c218fab
hotchocolate-specialist is a skill published in the GitHub repository AndreasKarz/Vibe-Coding-Dev-Setup (7 stars, last pushed 6mo ago), with no licence file. It adds 119 tokens to every session and 2,924 once invoked, about $0.0006 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 2026-08-31.
Other skills, from other repositories
nw-fp-fsharp
F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions.
dotnet-testing-autofixture-nsubstitute-integration
AutoFixture 與 NSubstitute 整合指南 - 實現自動模擬 (Auto-Mocking)。當需要自動建立 Mock 物件、簡化複雜相依性注入測試時使用。涵蓋 AutoNSubstituteDataAttribute、Frozen 機制、Greedy 建構策略。包含 IMapper (AutoMapper/Mapster) 等特殊相依性的客製化處理。 Make sure to use this skill whenever the user mentions AutoFixture with NSubstitute, auto-mocking, AutoNSubstituteCustomization…
dotnet-testing-advanced
.NET 進階測試技能總覽與引導中心。當使用者詢問「整合測試」、「API 測試」、「容器化測試」、「微服務測試」、「測試框架遷移」、「Testcontainers」、「Aspire 測試」等進階測試需求時觸發。會根據具體需求推薦適合的子技能組合，涵蓋整合測試、Testcontainers、Aspire 測試、框架升級等 8 個進階技能。 Make sure to use this skill whenever the user mentions integration testing, API testing, Testcontainers, .NET Aspire testing, WebApplicationFactory…
dotnet-testing-autodata-xunit-integration
AutoFixture 與 xUnit 整合完整指南。當需要使用 AutoData 或 InlineAutoData 簡化 xUnit 參數化測試資料準備時使用。涵蓋自訂 Customization 與測試資料屬性，提升測試可讀性與維護性。 Make sure to use this skill whenever the user mentions AutoData, InlineAutoData, MemberAutoData, AutoFixture xUnit integration, or parameterized test data attributes, even if they don't explicitly…
dotnet-testing-bogus-fake-data
使用 Bogus 產生擬真假資料的專門技能。當需要產生真實感的姓名、地址、電話、Email、公司資訊等測試資料時使用。涵蓋 Faker 類別、多語言支援、自訂規則、大量資料產生等。 Make sure to use this skill whenever the user mentions Bogus, Faker, fake data, realistic test data, generating names/addresses/emails, or seed data, even if they don't explicitly ask for fake data guidance. Keywords: bogus…
dotnet-testing-datetime-testing-timeprovider
使用 TimeProvider 測試時間相依邏輯的專門技能。當需要測試 DateTime、控制時間流逝、處理時區轉換、測試過期邏輯時使用。涵蓋 TimeProvider 抽象化、FakeTimeProvider 時間控制、時間凍結與快轉等。 Make sure to use this skill whenever the user mentions DateTime testing, TimeProvider, FakeTimeProvider, time-dependent logic, cache expiration, or token expiration testing, even if they don't…