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Format（OKF）v0.2](https://github.com/GoogleCloudPlatform/open-knowledge-format/blob/main/SPEC.md)\n组织的 PyPTO（非 pypto_pro 前端）性能优化方法库，供本 Skill 调优时查阅和实验。\n卡片记录优化方法、适用条件、改法、技术限制与验证方式，内容质量在合入前由技术人员把关。\n\n本文件是卡片清单的**唯一入口**，调优时只从 Active 表获取候选，不通过扫描目录自动采用卡片。\n实际卡片按稳定类别放入子目录。首批内置 1 张 shape 卡片，位于 `shape/`，编号 `shape-01`，\n以 `status=stable` 登记到 Active 表。\n\n贡献流程、卡片字段与模板约定见本目录的 [贡献指南](CONTRIBUTING.md)、\n[OKF 格式约定](PROFILE.md)与[卡片模板](CARD_TEMPLATE.md)\n（事实包 → Agent 整理 → 专业人员评审，卡片统一面向 PyPTO 前端，即 `pypto.*` API、`@pypto.frontend.jit`）。\n\n## Active items\n\n新卡默认登记到本表，合入前由技术人员 review。调优时按本表列出候选，\n由使用者结合卡片描述、当前算子和目标能力判断适用性。\n\n| item_id | 卡片与锚点 | status | bound_hint | applicability | target/api_gate |\n|---|---|---|---|---|---|\n| `shape-01` | [整块分支重设动态 valid_shape 为静态 shape 常量](shape/shape-01-full-tile-static-validshape.md) | `stable` | `mixed` | varlen/动态边界切出的视图 shape 为常量而 valid_shape 是数据依赖标量，流入以 concat/cat 等对动态属性敏感的操作为主的公共计算体，且存在可由循环结构静态证明 valid==shape 的分支（如非 loop-end 整块分支） | py", "url": 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