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Get Started Free →跑批测试标准与双邮箱回归门禁。当任务涉及"跑批"、"batch test"、"真值审计"、"回归验证"、"regression"时触发。确保每次跑批都遵守 P0/P1/P2 标准，且触碰保护区域的改动必须通过双邮箱验证。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -48% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -33% | 0% |
当任务涉及以下关键词时自动触发：
CLAUDE.md — 了解 FROZEN/GUARDED/SAFE 区域定义references/test-standards.md — P0/P1/P2 量化标准references/regression-gate.md — 双邮箱回归门禁流程strict_truth_audit.py 对比真值test_dataset/qq_20260201_20260311_final/truth_manifest.json.claude/worktrees/test-163-batch/test_dataset/163_20260301_20260319/truth_manifest.jsonOther measured skills in the registry, with their headline benchmark lift.