NW-MUTATION-TEST: Feature-Scoped Mutation Testing
SkillDev toolsRuns feature-scoped mutation testing to validate test suite quality. Use after implementation to verify tests catch real bugs (kill rate >= 80%).
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the NW-MUTATION-TEST: Feature-Scoped Mutation Testing skill
What this skill tells your AI
The instructions your AI receives, as published by nwave-ai/nwave in nWave/skills/nw-mutation-test/SKILL.md and read by ahel’s review.
Wave: QUALITY_GATE Agent: Crafter (nw-software-crafter)
Overview
Run mutation testing against implementation files from the current feature. Extracts targets from the execution-log.json (see Target extraction)|generates feature-scoped configs|delegates to software-crafter. Uses cosmic-ray (Python)|PIT (Java)|Stryker (JS/TS/C#).
Mutation Testing Strategy
Projects declare a strategy via ## Mutation Testing Strategy in CLAUDE.md: per-feature | nightly-delta | pre-release | disabled.
Default (when unspecified): nightly-delta — the recommended mode. CI runs mutmut nightly against modules changed since the last run (the delta), keeping per-feature delivery gates fast. /nw-mutation-test performs an explicit, on-demand feature-scoped run regardless of strategy; under nightly-delta the in-wave Phase 5 gate is skipped and the work is handled by the CI nightly pipeline.
Target extraction
Implementation files are selected from the execution-log.json (completed_steps[].files_modified.implementation).
Context Files Required
docs/feature/{feature-id}/deliver/execution-log.json- Implementation file extractionscripts/mutation/generate_scoped_configs.py- Automated config generation (if available)
Pre-Invocation
Orchestrator performs before delegating:
- Extract files — Read
execution-log.jsonand extract implementation files fromcompleted_steps[].files_modified.implementation. Gate: file list non-empty. - Verify on disk — Check all extracted files exist on disk. Gate: zero missing files.
- Detect language — Scan config files (pyproject.toml, pom.xml, package.json, etc.) to select tool. Gate: language identified.
- Confirm tests pass — Run
pytest -x {test_scope}(or equivalent). Gate: exit code 0, no failures. - Ensure mutation venv — For Python, verify
.venv-mutation/exists with cosmic-ray installed. Gate:cosmic-ray --versionsucceeds.
Agent Invocation
@nw-software-crafter
Execute mutation testing for project {feature-id}.
Context to pass inline (agent has no Skill access):
- Project ID
- Implementation file list (from execution-log.json)
- Test scope path (e.g.,
tests/des/) - Kill rate threshold (default: 80%)
- Language and tool selection
Configuration:
- threshold: 80 (percentage, minimum kill rate)
- approach: feature-scoped (one config per component, scoped test commands)
- config_generator:
scripts/mutation/generate_scoped_configs.py(preferred over manual)
Output file: docs/feature/{feature-id}/deliver/mutation/mutation-report.md
Examples
Example 1: Python project with config generator
/nw-mutation-test des-hook-enforcement tests/des/
Reads the execution-log.json, runs generate_scoped_configs.py des-hook-enforcement, delegates to software-crafter with per-component configs. Agent runs cosmic-ray, produces mutation-report.md.
Example 2: Python project without config generator
/nw-mutation-test auth-upgrade tests/auth/
Extracts files manually from the execution-log.json, creates single cosmic-ray config with module-path = [file1, file2, ...] and test-command = "pytest -x tests/auth/", delegates to agent.
Example 3: Non-Python project
/nw-mutation-test payment-gateway tests/payment/
Detects package.json, selects Stryker, delegates with Stryker-specific instructions.
Success Criteria
- Implementation files extracted from execution-log.json
- All implementation files verified on disk
- Mutation testing executed without errors
- Per-file breakdown in mutation-report.md
- Kill rate meets threshold (>= 80% PASS, 70-80% WARN, < 70% FAIL)
- Source files restored to HEAD after mutation run (git checkout -- src/ tests/)
Post-Mutation Safety (mandatory)
After EVERY mutation run (success, failure, or interruption):
- Restore source files — Run
git checkout -- src/ tests/. Gate: working tree clean (no mutations remain). - Verify no corruption — Confirm test suite still passes after restore. Gate:
pytest -x {test_scope}exits 0.
Mutation tools apply mutations directly to source files. An interrupted run can leave corrupted code (e.g. is not None -> is None). Agent MUST execute these steps even if the run errors out.
Quality Gate
Kill rate thresholds:
- >= 80% PASS — Proceed to next wave.
- 70-80% WARN — Review surviving mutants, document findings, proceed with caution.
- < 70% FAIL — Add tests targeting surviving mutants before proceeding.
Skip conditions (each requires documented justification in mutation-report.md):
- No tool for language — No mutation framework available for detected language.
- Project opt-out —
.mutation-config.yamlhasskip: truewith justification. - Broken test suite — Pre-invocation step 4 fails; fix tests before mutation testing.
Note: Python projects require mutation testing. All skips need documented justification.
Next Wave
Handoff To: Phase 8 - Finalize (orchestrator continues develop.md workflow)
Deliverables: docs/feature/{feature-id}/deliver/mutation/mutation-report.md
Expected Outputs
docs/feature/{feature-id}/deliver/mutation/
mutation-report.md
cosmic-ray-*.toml (ephemeral)
Signals
- GitHub stars
- 610
- Forks
- 64
- Last commit
- Sep 2026
Advanced
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nw-mutation-test- Source
- github.com/nwave-ai/nwave