Requirements
rizsotto/Bear
Write, modify, or review a requirement file under docs/requirements -- pick the single owning file, keep the text contract-only, name IDs so they need no explanation, and verify cross-references and…
A skill your agent uses when running mutation testing, killing mutants, verifying test quality, checking mutation score, or analyzing survivors after the test baseline is green
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .claude/skills/mutation-testing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .claude/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .agents/skills/mutation-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .agents/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .cursor/skills/mutation-testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .cursor/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/SebastienDegodez/copilot-instructions.git --path plugins/superpowers-whetstone/skills/mutation-testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .gemini/skills/mutation-testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .gemini/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .github/skills/mutation-testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .github/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SebastienDegodez/copilot-instructions mutation-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/superpowers-whetstone/skills/mutation-testing .opencode/skills/mutation-testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mutation-testing" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/superpowers-whetstone/skills/mutation-testing into .opencode/skills/mutation-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mutation-testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mutation-testingA skill your agent uses when running mutation testing, killing mutants, verifying test quality, checking mutation score, or analyzing survivors after the test baseline is green
Mutation Testing is an agent skill from SebastienDegodez/copilot-instructions. Use when running mutation testing, killing mutants, verifying test quality, checking mutation score, or analyzing survivors after the test baseline is green
Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA, covering Test coverage. The repository describes itself as: A comprehensive codebase of best practices, coding rules, and workflow automation for AI-assisted development with GitHub Copilot. Includes DDD, Clean Architecture, testing… The licence is Apache-2.0.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 0f0dccf. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
dotnetjqFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
stryker-mutator.iogithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Mutation Testing loads about 4.1k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 1,340 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from SebastienDegodez/copilot-instructions at commit 0f0dccf, republished under its Apache-2.0 licence (© SebastienDegodez). 1,340 words, ~4,123 tokens.
.claude/skills/mutation-testing/SKILL.md (or your agent's skills folder).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.
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.
Run mutation testing after the relevant test baseline is green:
Never run on red baseline — mutation assumes tests work correctly first.
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-strykerRun 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
--since:main— only mutants within git-diff vsmainare tested. Unchanged code produces no result. Fast.
Run full business logic (use before merge):
dotnet stryker \
--project src/YourProject.Core/YourProject.Core.csproj \
-tp tests/YourProject.UnitTests/YourProject.UnitTests.csproj \
--mutate "src/YourProject.Core/**/*.cs" \
--mutate "src/YourProject.Application/**/*.cs" \
--mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--break-at 100 \
--threshold-high 90 --threshold-low 80 \
-r json -r cleartextCumulative baseline — full picture after incremental runs:
# --with-baseline combines --since with a persistent baseline report
# Use this in CI to keep a full history while only re-testing changed code
dotnet stryker \
--project src/YourProject.Core/YourProject.Core.csproj \
-tp tests/YourProject.UnitTests/YourProject.UnitTests.csproj \
--with-baseline:main \
--break-at 100 \
-r json
--with-baseline=--since+ saves/loads a baseline report. Gives a complete score even when only changed files were re-tested.
Build a custom tool only when:
Architecture (3 modules):
+ → -, true → false, >= → >)For full custom tool reference, see Uncle Bob's empire-2025 mutation testing.
| Category | Examples |
|---|---|
| Arithmetic | + ↔ -, * ↔ /, ++ ↔ -- |
| Comparison | > ↔ >=, < ↔ <=, == ↔ != |
| Boolean | true ↔ false, && ↔ ||, !x ↔ x |
| Conditional | negate conditions, swap if/else branches |
| Constant | 0 ↔ 1, "" ↔ "mutant", null ↔ new() |
| Return value | return true → return false |
| Void method | remove method call entirely |
| LINQ | .Any() ↔ .All(), .First() ↔ .Last() |
Universal prerequisite — applies to every step, every scenario: Before any mutation activity (first run, CI setup, killing survivors, analyzing reports), the test suite for the affected scope must be green. If tests are failing, fix them first. Mutation results on a red baseline are meaningless — failing tests cannot kill mutants they already can't run.
Before running mutation testing, confirm:
Target critical business logic first:
Exclude from mutation:
Progressive scoping:
| Phase | Scope | Goal |
|---|---|---|
| Week 1-2 | One critical rule module | Baseline + learning |
| Week 3-4 | All core rule modules | Establish quality gate |
| Ongoing | Core + critical orchestration handlers | Full confidence |
During development (fast, on changed code only):
dotnet stryker \
--project src/YourProject.Core/YourProject.Core.csproj \
-tp tests/YourProject.UnitTests/YourProject.UnitTests.csproj \
--since:main \
--break-at 100 \
-r jsonBefore merge (full business logic scope):
dotnet stryker \
--project src/YourProject.Core/YourProject.Core.csproj \
-tp tests/YourProject.UnitTests/YourProject.UnitTests.csproj \
--mutate "src/YourProject.Core/**/*.cs" \
--mutate "src/YourProject.Application/**/*.cs" \
--mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--break-at 100 \
-r json -r cleartextMetrics:
--sincenote: unchanged files produce no result — this is expected. Survivors and kills only apply to the diff scope.
Expected duration: --since run: ~1-3 min. Full run: ~5-15 min (depends on test suite speed).
Query survivors directly from the JSON report — do not read the full file:
jq '[.files | to_entries[] | {file: .key, survivors: [.value.mutants[] | select(.status == "Survived") | {mutator: .mutatorName, line: .location.start.line, replacement: .replacement}]}] | map(select(.survivors | length > 0))' \
StrykerOutput/$(ls -t StrykerOutput | head -1)/reports/mutation-report.jsonFor each surviving mutant:
>= → >, removed if branch)Equivalent mutant examples:
x = x + 0 changed to x = x + 1 (dead code)After classifying survivors, always include a targeted re-run command scoped to the files that contain real gaps — this confirms kills after you write new tests and gives reviewers a runnable artifact:
dotnet stryker \
--project <YourProject.Domain.csproj> \
-tp <path/to/YourProject.UnitTests/YourProject.UnitTests.csproj> \
--mutate "**/<FileWithRealGap>.cs" \
--mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--break-at 100 \
-r cleartextFor each real survivor (not equivalent):
Example:
Survivor: if (age >= 18) mutated to if (age > 18) → survived
// New test to kill the boundary mutant
[Fact]
public void WhenDriverIsExactly18_ShouldBeEligible()
{
var policy = new EligibilityPolicy();
var driver = new DriverInfo(Age: 18, LicenseYears: 1);
var vehicle = new VehicleInfo(Type: "sedan", Age: 1);
var result = policy.Evaluate(driver, vehicle);
Assert.True(result.IsEligible); // Fails if mutant uses `age > 18`
}Present summary with before/after metrics:
Mutation Testing Report — Core Business Layer
═══════════════════════════════════════
Scope: YourProject.Core.Policies
Score: 68% → 82% (after killing survivors)
Killed: 82 / 100
Survived: 18 → 10
New tests added: 8
- Boundary tests for age/experience thresholds: 4
- Edge cases for vehicle type combinations: 3
- Null/empty validation: 1
Remaining survivors (equivalent mutants — documented):
- EligibilityPolicy.cs:L42 — removed log statement (no observable effect)
- DriverAge.cs:L15 — defensive null check (guaranteed non-null by type)Document legitimate survivors in code comments or architecture decision records.
Set thresholds based on team policy and risk profile. Common practice is to start with a progressive threshold and tighten it over time.
| Score | Assessment | Action |
|---|---|---|
| High threshold met | Healthy signal | Keep survivor review discipline |
| Near threshold | Potential gaps | Add targeted tests for risky survivors |
| Below threshold | Quality risk | Block merge or require mitigation plan |
Equivalent mutants are the only legitimate exception — document them explicitly.
| Phase | Threshold | Enforcement |
|---|---|---|
| Week 1-2 | Baseline only | Measure, learn mutation categories |
| Week 3-4 | Team-defined threshold (e.g., 80%) | Block PR if below |
| Month 2 | Tightened threshold (e.g., 90%) | Ramp up |
| Steady state | Risk-based target per module | Block merge when policy is not met |
CI/CD integration:
# In CI pipeline - fail build if below 100%
dotnet stryker --break-at [team-threshold]When the CI gate fails, it means survivors remain. Do not raise the threshold to pass — investigate each survivor first. Classify them as real gap (write a test) or equivalent mutant (document). Only equivalent mutants are an acceptable reason to adjust the threshold.
Mutation testing is the third validation layer:
1. Gherkin scenarios (WHAT) → Acceptance tests
2. Business rules (HOW) → Domain tests
3. Test effectiveness (REAL?) → Mutation testingWorkflow integration:
No. Fix failing tests first. Mutation assumes a green baseline.
Aggressive targets can be appropriate for critical logic, but thresholds are a policy decision. Equivalent mutants remain the only valid exception to survivor cleanup.
Never mutate repositories, adapters, and pure plumbing. Focus on business logic first.
Too slow. Run on feature completion or weekly. CI runs only on PR.
Rationalization. Most survivors are real gaps. Investigate each one.
Mutation score is a signal, not the goal. Focus on killing mutants that represent real behavioral gaps.
| Mistake | Fix |
|---|---|
| Running mutation on failing tests | Green baseline required — fix tests first |
| Mutating test files | Configure Stryker to mutate source only |
| Treating all survivors as equivalent | Only equivalent mutants are exempt — document them, kill the rest |
| Mutation testing without fast tests | Optimize test speed — slow tests = slow mutations |
| Not scoping mutations progressively | Start small (one policy), expand gradually |
| Accepting < 100% on business logic | 100% is the target — find the gap and test it |
Install / update Stryker.NET:
dotnet tool install -g dotnet-stryker
dotnet tool update -g dotnet-strykerOn changed code only (fast — during development):
dotnet stryker \
--project <YourProject.Domain.csproj> \
-tp <path/to/YourProject.UnitTests/YourProject.UnitTests.csproj> \
--since:main \
--break-at 100 \
-r jsonFull business logic scope (before merge):
dotnet stryker \
--project <YourProject.Domain.csproj> \
-tp <path/to/YourProject.UnitTests/YourProject.UnitTests.csproj> \
--mutate "src/<YourProject>.Domain/**/*.cs" \
--mutate "src/<YourProject>.Application/**/*.cs" \
--mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--break-at 100 \
--threshold-high 100 --threshold-low 100 \
-r json -r cleartextCumulative baseline in CI (full picture + incremental speed):
dotnet stryker \
--project <YourProject.Domain.csproj> \
-tp <path/to/YourProject.UnitTests/YourProject.UnitTests.csproj> \
--with-baseline:main \
--break-at 100 \
-r jsonScope to a specific file or feature (debug a survivor):
dotnet stryker \
--project <YourProject.Domain.csproj> \
-tp <path/to/YourProject.UnitTests/YourProject.UnitTests.csproj> \
--mutate "**/<TargetFile>.cs" \
--mutate "!**/*Marker.cs" --mutate "!**/DependencyInjection.cs" \
--break-at 100 \
-r cleartextInspect JSON report:
jq '.' StrykerOutput/**/reports/mutation-report.json | head -n 120Key CLI flags reference:
| Flag | Short | Purpose |
|---|---|---|
--project <name.csproj> | -p | Source project to mutate (filename only) |
--test-project <path> | -tp | Test project(s) — repeatable |
--mutate <glob> | -m | Include/exclude files (prefix ! to exclude) — repeatable |
--since:<committish> | Only test mutants in git-diff vs committish | |
--with-baseline:<committish> | Like --since + persist baseline for full cumulative report | |
--break-at <0-100> | -b | Exit code 1 if score < value |
--threshold-high <0-100> | Score ≥ this → green | |
--threshold-low <0-100> | Score < high but ≥ this → warning | |
--reporter <name> | -r | json, cleartext, dots, markdown, html — repeatable |
--concurrency <n> | -c | Parallel worker count |
--verbosity <level> | -V | error, warning, info, debug, trace |
REQUIRED BACKGROUND: superpowers-whetstone:outside-in-tdd — defines the two test streams (Application + Domain)
REQUIRED BACKGROUND: superpowers-whetstone:red-synthesize-green — TDD cycle that produces tests to mutate
WORKFLOW:
Run mutation testing after story completion, before PR/merge. Use as quality gate, not coverage metric.
© SebastienDegodez, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/superpowers-whetstone/skills/mutation-testing of SebastienDegodez/copilot-instructions.
Open the folder on GitHubat commit 0f0dccf
Mutation Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Mutation Testing this skillSebastienDegodez/copilot-instructions | 197 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | |
| Requirementsrizsotto/Bear | 6.5k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Crap Analysisardalis/RiverBooks | 134 | 2 repos | ~3.4k | Automated safety check: Pass | None | |
| Code Coverages3s-project/s3s | 311 | — | ~789 | Automated safety check: Pass | Apache-2.0 | |
| Project Statusbactopia/bactopia | 522 | — | ~787 | Automated safety check: Pass | MIT | |
| Check Coverageldayton/Dippy | 243 | — | ~403 | Automated safety check: Pass | MIT |
rizsotto/Bear
Write, modify, or review a requirement file under docs/requirements -- pick the single owning file, keep the text contract-only, name IDs so they need no explanation, and verify cross-references and…
ardalis/RiverBooks
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
s3s-project/s3s
Measure and grow the line coverage of the s3s crate. An agent skill from s3s-project/s3s.
bactopia/bactopia
Show a live snapshot of the Bactopia project state — component counts, GroovyDoc coverage, nf-test coverage, and structural issues.
ldayton/Dippy
Ensure comprehensive test coverage for a CLI handler. An agent skill from ldayton/Dippy.
kajisho5/ffmpeg-skill
Add and review preconditions on operations that delete, overwrite, rewrite history, or resolve a caller-supplied name to a filesystem path — refusing instead of warning, placing the guard ahead of…
SebastienDegodez/copilot-instructions
A skill your agent uses when configuring Git hooks in .NET projects before team commits occur, to enforce commit message standards and code formatting automatically
SebastienDegodez/copilot-instructions
A skill your agent uses when domain logic leaks into API/Infrastructure, project references violate layer boundaries, or you need to decide between CQS (always), CQRS bus (complex domains), and DDD…
SebastienDegodez/copilot-instructions
A skill your agent uses when writing tests from the outside-in, defining behavior before code, or any feature where tests should start from observable business behavior and let internal design emerge
SebastienDegodez/copilot-instructions
A skill your agent uses when building Model Context Protocol (MCP) servers in .NET, configuring tools, transports (SSE/stdio), JSON serialization for AOT, or testing MCP endpoints
SebastienDegodez/copilot-instructions
A skill your agent uses when creating OpenAPI mock examples for Microcks, setting up request/response routing with dispatchers, or mapping request fields to mock responses
SebastienDegodez/copilot-instructions
A skill your agent uses when understanding project composition by language, measuring code change impact, or generating code statistics for CI/CD metrics
Categories
A skill your agent uses when running mutation testing, killing mutants, verifying test quality, checking mutation score, or analyzing survivors after the test baseline is green. Mutation Testing is an agent skill from SebastienDegodez/copilot-instructions.
Mutation Testing fits situations like: running mutation testing; killing mutants; verifying test quality; checking mutation score.
Run `npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a claude-code`. Or copy the skill folder (plugins/superpowers-whetstone/skills/mutation-testing in SebastienDegodez/copilot-instructions) into .claude/skills/mutation-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a codex`. Or copy the skill folder (plugins/superpowers-whetstone/skills/mutation-testing in SebastienDegodez/copilot-instructions) into .agents/skills/mutation-testing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add SebastienDegodez/copilot-instructions --skill mutation-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mutation-testing, .gemini/skills/mutation-testing, .github/skills/mutation-testing and .opencode/skills/mutation-testing in your project.
Going by SKILL.md and its folder, Mutation Testing needs the command-line tools its instructions call (dotnet and jq).
SKILL.md names 2 domains. As links in the text: stryker-mutator.io and github.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Mutation Testing is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Mutation Testing: Requirements (rizsotto/Bear, 6.5k stars), Crap Analysis (ardalis/RiverBooks, 134 stars), Code Coverage (s3s-project/s3s, 311 stars) and Project Status (bactopia/bactopia, 522 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
SebastienDegodez (a GitHub user) maintains it in SebastienDegodez/copilot-instructions, which has 197 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 6, 2026.
Source: SebastienDegodez/copilot-instructions on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.