mutation-testing
Use PIT (Pitest) mutation testing to identify weak tests and improve test quality in Java projects. Finds tests that pass but don't actually verify behavior correctly. Use when improving test suite quality beyond line coverage metrics.
安装与使用
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查看来源 ↗使用指南技能说明
Mutation Testing
Use PIT mutation testing to identify tests that pass but don't verify behavior correctly.
When to use this skill
- Improving test quality beyond line coverage metrics
- Finding weak test assertions that don't catch bugs
- Validating critical business logic has strong tests
- Setting up mutation testing in CI pipelines
- Analyzing which tests need strengthening
Skill Contents
Sections
- When to use this skill (L25-L32)
- Quick Start (L54-L90)
- Key Concepts (L91-L116)
- References (L117-L125)
- Related Rules (L126-L130)
- Related Skills (L131-L136)
Available Resources
📚 references/ - Detailed documentation
Quick Start
1. Check readiness
bash java/scripts/check-pitest-readiness.sh
2. Apply PIT configuration
Copy java/templates/pitest.gradle to gradle/pitest.gradle and apply in build.gradle.
3. Run mutation testing
# QUICK level - fast feedback
./gradlew pitest -Ppitest.mutators=DEFAULTS
# STANDARD level - recommended
./gradlew pitest -Ppitest.mutators=STRONGER
# COMPREHENSIVE level - thorough
./gradlew pitest -Ppitest.mutators=ALL
4. Analyze results
open build/reports/pitest/index.html
Focus on SURVIVED mutants - these indicate weak tests.
5. Improve tests
Add specific assertions that kill the surviving mutants.
Key Concepts
Mutation Score vs Line Coverage
- Line coverage: Does your test execute the code?
- Mutation score: Does your test actually verify the code works correctly?
High line coverage with low mutation score = tests run code but don't verify results.
Intensity Levels
| Level | Mutators | Use Case | Time |
|---|---|---|---|
| QUICK | DEFAULTS (~11) | Initial analysis, CI | 1x |
| STANDARD | STRONGER (~14) | Regular improvement | 1.5x |
| COMPREHENSIVE | ALL (~30+) | Critical logic | 3-5x |
Mutation Statuses
| Status | Meaning | Action |
|---|---|---|
| Killed | Test detected mutation | Good |
| Survived | Test missed mutation | Improve test |
| No Coverage | No test covers code | Write test |
| Timed Out | Infinite loop | Usually OK |
References
| Reference | Description |
|---|---|
| references/intensity-levels.md | Detailed mutator descriptions |
| references/improving-tests.md | Patterns for killing mutants |
| references/configuration.md | PIT configuration options |
| references/troubleshooting.md | Common issues and solutions |
Related Rules
-
.cursor/rules/java-testing-guidelines.mdc- Spock/JUnit patterns -
.cursor/rules/java-jacoco-coverage.mdc- Line coverage configuration
Related Skills
| Skill | Purpose |
|---|---|
| java-testing | Test configuration |
| java-coverage | JaCoCo coverage |
使用示例
查看来源仓库中的使用示例与配置说明。
查看来源 ↗来源历史
- 收录时间
- 2026-01-20
- 索引更新时间
- 2026-01-28
- Branch
- main
收录与同步日期属于本站记录。源码修改历史请查看来源仓库。
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