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Test-fix-validate loops for complex changes: run tests, identify failures, fix, validate, repeat until green. Use for red-green-refactor cycles.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | iterative-refinement |
| description | Test-fix-validate loops for complex changes: run tests, identify failures, fix, validate, repeat until green. Use for red-green-refactor cycles. |
Test-fix-validate loops for complex changes requiring multiple iterations.
┌─────────────────────────────────────────────────┐
│ RED: Run tests, identify failures │
│ GREEN: Apply minimal fix to pass │
│ REFACTOR: Optimize while keeping green │
│ REPEAT until coverage passes and clean │
└─────────────────────────────────────────────────┘
| Parameter | Default | Description |
|---|---|---|
MAX_ITERATIONS | 10 | Maximum refinement cycles |
COVERAGE_THRESHOLD | 80% | Minimum coverage to accept |
BENCH_BASELINE | main | Branch to compare benchmarks |
# Run full test suite
cargo test --all-features --quiet 2>&1 | tee test-output.txt
# Parse failures
grep -E "^test .* FAILED" test-output.txt
# For specific test debugging
cargo test --test <test_name> -- --nocapture
# Quick validation
cargo check --message-format=short
cargo test --all-features --quiet
Once tests pass:
# Full gate sequence
./scripts/validate.sh
# Coverage check (if configured)
cargo tarpaulin --all-features --out Stdout
# Benchmark comparison
cargo bench --bench benchmark -- --baseline main
| Category | Pattern | Approach |
|---|---|---|
| Logic error | Assertion mismatch | Fix implementation logic |
| Type error | Compilation failure | Fix types, add conversions |
| Timeout | Test exceeds limit | Optimize algorithm |
| Race condition | Flaky test | Add synchronization |
| Environment | Missing dependency | Fix setup, add config |
Track each iteration:
| Iteration | Phase | Action | Result |
|---|---|---|---|
| 1 | RED | Run tests | 3 failures |
| 1 | GREEN | Fix imports | Passes |
| 2 | REFACTOR | Extract function | Passes |
| 3 | VALIDATE | Coverage check | 85% covered |
Stop when ALL conditions are met:
User: "Refactor the reservoir module"
Agent: [Iterative Refinement activated]
Iteration 1:
RED: cargo test → 2 failures in reservoir
GREEN: Fix borrow checker issue
Result: Tests pass
Iteration 2:
REFACTOR: Extract metrics to separate file
RED: cargo test → 0 failures
Result: Still green
Iteration 3:
VALIDATE: ./scripts/validate.sh
Result: All gates pass, 92% coverage
Final: Refactoring complete after 3 iterations
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