lov-memory-search SKILL.md skillA
lov-memory-search from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lovstudio/skills/lov-memory-search@v1.0.2Pins v1.0.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lovstudio/skills
- Path
skills/memory-search/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.2, committed Sep 25, 2026
- First version recorded
- Sep 7, 2026
- Size
- 3,135 bytes
- Repository stars
- 72
- License
- MIT
跨已配置的 memory 与 distill 知识记录检索并返回可追溯结果。支持明确输入与结果回读。Use to search a personal.
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
# 知识寻回 · Knowledge Finder 跨已配置的 memory 与 distill 知识记录检索并返回可追溯结果。 ## Triggers ### Activate when - “跨已配置的 memory 与 distill 知识记录检索并返回可追溯结果。” - “Search a personal knowledge base.” ### Do not activate when - 只是查询本 Skill 的说明，或请求与上述结果无关的任务；不执行实际业务操作。 - 用户仅要预览或审查时，不进入修改、提交或发布分支。 ## Execution boundary 自然语言请求即可触发；无需旧 slash 路径、参数插值或指定助手。明确解析当前请求中的 项目、目标文件、选项与输出位置；用当前宿主实际提供的文件、搜索、CLI 和浏览器能力。 项目依赖版本与外部 API 在执行时核实，不能假设示例是现行配置。随包脚本从 Skill 根解析， 业务文件从目标项目根解析。先读当前状态，保护已有未提交内容与其他任务的暂存区。 分析、预览请求保持只读；修改、提交、推送、部署和发布各依当前请求的明确范围执行。 不绕过保护、自动发送消息、强制结束用户进程或抢前台。失败保留可诊断原始错误。 ## Workflow 1. 从明确路径或 Profile 解析知识库范围，兼容 memory 与 distill 子目录；缺少目录时报告未配置，不全盘搜索私人文件。 2. 解析关键词、分类、标签、时间、精确或模糊匹配，先搜索 JSONL 索引，再按需全文检索 Markdown。 3. 使用安全文本匹配处理中文、标点和 shell 字符，坏索引行单独记录；检索失败与零结果分开。 4. 按相关度返回标题、匹配摘要、来源类型、日期和真实文件链接，不把截断片段补写成原文。 5. 只在用户选定或结果需要时读完整文档；不因搜索而修改、上传或重建知识库。 ## Composition 执行前读取 [能力组合](references/skill-composition.md)，按明确制品交接相邻能力。 ## Runtime context (shared) 运行前读取本包 `skill.yaml` 与 [Profile 合同](references/user-profile.md)。优先级为当前请求、 项目上下文、本 Skill records、共享 preferences、brand/user Profile、安全默认值。 只读取声明字段；没有专用运行时的宿主可使用 `scripts/profile_store.py` 读取共享 Profile。 配置缺失只问影响结果的一个问题。用户明确要求长期保存的值通过该脚本原子写入， …
Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-memory-search@sha256:36f49f1f07eb4ba5The line at the top of this page pins the label v1.0.2, 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_i7yd4dl2qmrngykk)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 7, 2026 and Sep 25, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.2 latest | 2026-09-25 | 4b67fd1 | 3,135 B | A | view · diff |
| v1.0.1 | 2026-09-07 | a09848e | 3,135 B | A | view · diff |
| v1.0.1 | 2026-09-07 | c122fff | 3,115 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 (3135 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
lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i7yd4dl2qmrngykk GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-memory-search GET https://markdownregistry.com/api/v1/blob/36f49f1f07eb4ba5d84409e0fe519871345cfcab23fc7ff701185c8771783abd
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.