iterative-retrieval

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Large context iterative retrieval. For tasks requiring information from many files, retrieves in batches to avoid overwhelming the context window.

WenJunDuan By WenJunDuan schedule Updated 2/9/2026

name: iterative-retrieval description: | Large context iterative retrieval. For tasks requiring information from many files, retrieves in batches to avoid overwhelming the context window.

Iterative Retrieval Skill

策略

不要一次性读取所有相关文件。分批检索:

1. sou.search(高优先级关键词) → 核心文件
2. 分析核心文件 → 识别依赖
3. sou.search(依赖关键词) → 补充文件
4. 重复直到上下文充足

与 1M 上下文配合

虽然有 1M 窗口,但无意义地塞满上下文 = 浪费 token + 降低注意力。 精准检索 > 大量加载。

批次大小建议

上下文使用量 每批文件数
<100K 5-10 文件
100K-500K 3-5 文件
>500K 1-2 文件 (考虑归档)
Install via CLI
npx skills add https://github.com/WenJunDuan/Rlues --skill iterative-retrieval
Repository Details
star Stars 177
call_split Forks 23
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article Path SKILL.md
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