exp-search SKILL.md skillA
exp-search from hhu3637kr/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hhu3637kr/skills/exp-search@git:20260808.cc3dbc1Pins git:20260808.cc3dbc1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hhu3637kr/skills
- Path
exp-search/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260808.cc3dbc1, committed Aug 8, 2026
- First version recorded
- Mar 30, 2026
- Size
- 8,071 bytes
- Repository stars
- 146
- License
- none declared
经验检索 Skill，根据关键词搜索项目历史记忆（经验记忆+知识记忆+程序记忆SOP+工具记忆+Auto Memory只读）。触发场景：开始复杂任务前、遇到问题时、需要查找历史解决方案、查找项目理解文档。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# exp-search - 经验检索 Skill ## 运行契约 > 把本 Skill 当成一个只读的检索循环单元：明确读什么、能动什么、怎么算完成、什么时候停、什么时候交还给人。 | 项 | 本 Skill 的约定 | |----|----------------| | 输入 | 检索关键词或场景描述；五层记忆索引与详情、Auto Memory（只读） | | 权限 | 只读（Read/Glob/Grep）；不写任何文件、不修改记忆、不替用户外推结论 | | 验证 | 按记忆类型分组展示匹配项，命中项可追溯到具体文件路径或记忆 ID | | 停止 | 展示完匹配结果即停止；无匹配时给出建议而非编造记忆 | | 升级 | 检索不到且问题需要解决时，提示用户走 exp-reflect 沉淀新经验，由用户决定下一步 | ## 概述 快速检索项目积累的多层记忆，在正确的时刻加载相关知识，避免重复踩坑。 **五层记忆检索范围**： 1. **经验记忆**：困境-策略对 → `spec/context/experience/exp-xxx-标题.md` 2. **知识记忆**：项目理解、技术调研 → `spec/context/knowledge/know-xxx-标题.md` 3. **程序记忆**：SOP 流程 → `.agents/skills/sop-xxx/SKILL.md` 4. **工具记忆**：Skill 后续动作 → 各 Skill 末尾「后续动作」章节 5. **Auto Memory（只读）**：跨会话记忆 → `~/.claude/projects/*/memory/*.md` **职责边界**：exp-search **只读**所有记忆源，不写入任何文件。 ## 触发场景 - 开始复杂任务前，检索相关经验 - 遇到问题时，搜索历史解决方案 - 查找项目理解文档（架构、数据流） - 用户主动搜索：`/exp-search <关键词>` ## 核心文件 - **经验索引**：`spec/context/experience/index.md`（包含经验记忆索引） - **知识索引**：`spec/context/knowledge/index.md`（包含知识记忆索引） - **经验详情**：`spec/context/experience/exp-xxx-标题.md` - **知识详情**：`spec/context/knowledge/know-xxx-标题.md` - **SOP Skill**：`.agents/skills/sop-xxx-名称/SKILL.md` - **Auto Memory**：`~/.claude/projects/*/memory/*.md`（只读） …
Read the whole file at its exact version.
How to install
mdr add hhu3637kr/skills/exp-search@sha256:9cb3b1e0a167ee9fThe line at the top of this page pins the label git:20260808.cc3dbc1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2ehhwozp2sdu5nr2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 30, 2026 and Aug 8, 2026, about one every 66 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260808.cc3dbc1 latest | 2026-08-08 | cc3dbc1 | 8,071 B | A | view · diff |
| git:20260622.71b252e | 2026-06-22 | 71b252e | 7,912 B | A | view · diff |
| git:20260330.c32cc34 | 2026-03-30 | c32cc34 | 7,132 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8071 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hhu3637kr/skills · 146 stars · license none declared · pushed 2026-10-19 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_2ehhwozp2sdu5nr2 GET https://markdownregistry.com/api/v1/resolve?ref=hhu3637kr/skills/exp-search GET https://markdownregistry.com/api/v1/blob/9cb3b1e0a167ee9f31a3d5ac7bf18be1cb649114ac64cc2c4e7504e65df04aab
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.