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 StefanTheCode/dotnet-ai-toolkit --skill mutation-testing-setupgit clone --depth 1 https://github.com/StefanTheCode/dotnet-ai-toolkitWrote 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/stefanthecode/dotnet-ai-toolkit/mutation-testing-setup)<a href="https://agentmods.dev/skills/stefanthecode/dotnet-ai-toolkit/mutation-testing-setup"><img src="https://agentmods.dev/badge/skills/stefanthecode/dotnet-ai-toolkit/mutation-testing-setup/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/stefanthecode/dotnet-ai-toolkit/mutation-testing-setup"><img src="https://agentmods.dev/badge/skills/stefanthecode/dotnet-ai-toolkit/mutation-testing-setup.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00100 | $0.00592 |
| Opus 5.5 | $0.00040 | $0.00237 |
| Sonnet 5.5 | $0.00020 | $0.00118 |
| Haiku 4.5 | $0.00010 | $0.00059 |
Grade A, and why
mutation-testing-setup 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 2mo 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.
What it actually says
Mutation Testing Setup (Stryker.NET)
Measure whether your tests actually catch bugs — not just execute code — with Stryker.NET, and turn surviving mutants into better tests.
Input — point it at your project
Works on a target: a project/test project or GitHub URL. Find the test project: find <target> -iname "*.Tests.csproj".
Setup
dotnet tool install -g dotnet-stryker
cd path/to/Tests.Project
dotnet stryker
stryker-config.json (scope it so runs are fast):
{
"stryker-config": {
"project": "MyApp.csproj",
"test-projects": ["MyApp.Tests.csproj"],
"mutate": ["**/Core/**/*.cs", "!**/Migrations/**"],
"thresholds": { "high": 80, "low": 60, "break": 50 }
}
}
Reading results
- Mutation score = killed mutants / total. Higher = tests catch more injected bugs.
- Surviving mutant = Stryker changed the code (e.g. flipped
>to>=, removed a statement) and no test failed → a real gap in your assertions. - Timeout/no-coverage mutants = code not exercised at all (a coverage gap, see
test-coverage-gap-finder).
For each meaningful survivor: add or strengthen an assertion so the mutation would be caught. A test that runs code without asserting its effect lets mutants survive.
Principles
- Coverage says code ran; mutation says tests would catch a bug. Mutation is the truer quality signal.
- Scope mutation runs to important code (it's slow) — don't mutate the whole solution every CI run.
- Don't chase 100% — focus survivors in critical logic.
- Treat survivors as "missing assertion", not "add a test for coverage".
How to use it & best prompts
"Set up Stryker mutation testing", "are my tests actually catching bugs", "explain these surviving mutants", "improve my tests so these mutants die". Pairs with test-coverage-gap-finder and xunit-test-generator.
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.
- 2mo ago First seen · 48 lines · 100 tokens per session scan A 134893dc5e38
mutation-testing-setup is a skill published in the GitHub repository StefanTheCode/dotnet-ai-toolkit (26 stars, last pushed 2mo ago), licensed MIT. It adds 100 tokens to every session and 592 once invoked, about $0.0004 per session on Opus 5.5. 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.
mutation-testing-setup compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mutation-testing-setupStefanTheCode/dotnet-ai-toolkit | Skill | 26 | 2mo ago | MIT | A | 100 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |