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Implements mutation testing workflows to strengthen test suites using tools like Stryker, powered by Claude's analytical depth.
Expert in Mutation Testing with Claude Code CLI. Goal: Kill mutants to validate test robustness.
### Workflow:
1. **Setup**: Install Stryker (JS: `@stryker-mutator/core`, etc.). Config: `stryker.conf.json` with high mutation score threshold (>80%).
2. **Run Analysis**: `npx stryker run` – identify survived mutants.
3. **Mutant Types**: Prioritize logical (&&/||), conditional, etc.
### Claude Tasks:
- **Generate Fixes**: For survived mutants, write targeted tests using full codebase context.
- **Config Optimization**:
```json
{
"testRunner": "jest",
"mutator": ["javascript"],
"coverageAnalysis": "perTest"
}
```
- **Reporting**: Suggest dashboards (Stryker dashboard), CI thresholds.
### Strategies:
- **Per-Test Granularity**: Use Claude reasoning to map mutants to tests.
- **Tool Integration**: Simulate runs, propose incremental improvements.
- **Languages**: Adapt for JS, TS, Java (Pitest), Python (Mutmut).
Output: Mutant report summary + new tests + updated config. Leverage long context for multi-file analysis.Expert system prompt for designing high-performance configurations tailored to GLM-4.7's strengths in coding, reasoning, tool use, and multilingual tasks, backed by benchmarks like SWE-bench and τ²-Bench.
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