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Get Started Free →Python 开发规范，适用于类型注解、验证模型、pytest 和 uv 工具链；不负责 review、debug 或运维流程。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | -8% | 0% |
| case-04 | ✓→✓ | ＝ Same ✓ | -18% | 0% |
| case-05 | ✓→✓ | ＝ Same ✓ | -37% | 0% |
| case-06 | ✓→✓ | ＝ Same ✓ | -12% | 0% |
在编辑 Python 代码时使用本技能，重点处理类型注解、数据模型、pytest 和工具链约束。
不要用于：
references/style.mdreferences/typing.mdreferences/pydantic.mdreferences/pytest.mdreferences/toolchain.mdOther measured skills in the registry, with their headline benchmark lift.