Event ·Multi-source

开源 skill shifu：用GPT5.6规划、Kimi 2.7等执行的分层编码工作流

Viking 开源了一个名为 shifu 的 skill，用于在大型项目中组合多个AI模型。它让昂贵模型（如 GPT5.6 或 Fable5）负责任务分解和编写 plans/ 目录下的规划文件，而让便宜模型（如 DeepSeek v4 Pro 或 Composer2.5）执行代码。最后再由贵模型进行 review 和 reconcile，确保修改通过。支持自动和手动两种模式，适用于代码量大的场景，能有效降低 token 消耗。

Current read

Viking 分享了怎么用 GPT5.6 规划、Kimi 和 DeepSeek 执行、再交回贵模型审查，省 token 又高效，适合做大项目时试试。

6 sources52° AI heatLast updated 2026/7/13 09:11:37

Evidence

6 sources

Primary sourceViking

2026/7/13 09:11:37View source

Related source 1AI Will

2026/7/11 13:05:24View source

Related source 2arXiv: DeepSeek

2026/7/11 18:22:49View source

Related source 3orange.ai

2026/7/12 22:50:27View source

Related source 4cat

2026/7/12 17:29:21View source

Related source 5岚叔

2026/7/14 02:59:59View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

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