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 SebastienDegodez/copilot-instructions --skill mutation-testinggit clone --depth 1 https://github.com/SebastienDegodez/copilot-instructionsWrote 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/sebastiendegodez/copilot-instructions/mutation-testing)<a href="https://agentmods.dev/skills/sebastiendegodez/copilot-instructions/mutation-testing"><img src="https://agentmods.dev/badge/skills/sebastiendegodez/copilot-instructions/mutation-testing/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/sebastiendegodez/copilot-instructions/mutation-testing"><img src="https://agentmods.dev/badge/skills/sebastiendegodez/copilot-instructions/mutation-testing.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 | $0.00029 | $0.04213 |
| Opus 5.5 | $0.00012 | $0.01685 |
| Sonnet 5.5 | $0.00006 | $0.00843 |
| Haiku 4.5 | $0.00003 | $0.00421 |
Grade A, and why
mutation-testing 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 1mo 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 — 434 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Mutation Testing
Add a third validation layer to Outside-In TDD workflow. Acceptance tests verify WHAT (observable behavior), Domain tests verify HOW (business rules), mutation testing verifies tests actually catch bugs.
Core Concept
Mutation testing introduces deliberate bugs (mutants) into source code, then runs the test suite. If tests fail, the mutant is killed ✓. If tests pass despite the bug, the mutant survives ✗ (test gap found).
Source code → introduce mutation → run tests
├── tests FAIL → mutant killed ✓
└── tests PASS → mutant survived ✗
A project with 100% code coverage can still have a 60% mutation score — meaning 40% of introduced bugs go undetected.
When to Use
Run mutation testing after the relevant test baseline is green:
- ✅ Core behavior tests pass
- ✅ Rule-focused tests pass
- 🧬 Mutation testing — verify tests detect regressions
Never run on red baseline — mutation assumes tests work correctly first.
Approach for .NET/C#
Primary: Stryker.NET (Recommended)
For .NET projects, Stryker.NET is the established mutation framework with excellent C# support. No config file needed — all options are passed via CLI.
Install (only if not already available):
# Check first — if this succeeds, skip installation entirely. Do NOT manipulate PATH.
dotnet stryker --version
# Only run if the above command fails (tool not found)
dotnet tool install -g dotnet-stryker
Run on changed code only (default workflow — use after every story):
# Mutate only files changed since main — fast, targeted
dotnet stryker \
--project src/YourProject.Domain/YourProject.Domain.csproj \
-tp tests/YourProject.UnitTests/YourProject.UnitTests.csproj \
--mutate "**/*.cs" --mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--since:main \
--break-at 100 \
-r json
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.
- 1mo ago First seen · 434 lines · 29 tokens per session scan A 9ade4e8e50b6
mutation-testing is a skill published in the GitHub repository SebastienDegodez/copilot-instructions (199 stars, last pushed 13d ago), licensed Apache-2.0. It adds 29 tokens to every session and 4,213 once invoked, about $0.0001 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.
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