memory-search-best-practices
memory-search-best-practices is a Memory stores & recall skill for AI agents, published by zts212653 in the clowder-ai repository on GitHub. Skillspace rates memory-search-best-practices D (55/100) and it passed the safety scan; the rating is based on static analysis only.
记忆系统多刀检索 + recall coverage 策略（8 类题型 recipe）。 Use when: 任务是 "哪些地方提过 X" / "X 的来源 / source map" / "有没有提过 Y / absence check" / "上次到现在变了什么 / delta" / 冷启动 onboard 复杂主题 / 任何召回任务搜了一刀觉得不够。 Not for: 只是选哪个入口走第一刀（用 memory-navigation）/ 已知精确 anchor 单 Read（直接 Read）/ 代码符号查（Grep/LSP）/ 新功能开发（不是 recall 任务）。 Output: 多 query 多 scope 召回 union 结果 + coverage matrix（item/source/谁提到/直接 vs 间接）+ "何时停下来"判据。 GOTCHA: 和 memory-navigation 互补不重叠 — memory-navigation 决定**第一刀走哪个工具**（search vs graph vs list_recent），本 skill 决定**要不要补刀 + 题型对应几刀几路 + 何时停**。Ragdoll家族（含 47/46/4.5/sonnet）必加载：治 magic word "我能猜出来 / 碎片够了 / 1 刀够了"病。
- Grade
- D
- Quality
- 55 / 100
- Safety
- Passed
- GitHub stars
- 2,372
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 76 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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