lov-distill SKILL.md skillA
lov-distill 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-distill@v3.7.2Pins v3.7.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lovstudio/skills
- Path
skills/distill/SKILL.md- Versions recorded
- 3
- Latest version
- v3.7.2, committed Sep 25, 2026
- First version recorded
- Sep 7, 2026
- Size
- 3,613 bytes
- Repository stars
- 72
- License
- MIT
将真实解决过程整理为可复用经验文档并维护知识索引。支持明确输入与结果回读。Use to distill a solved problem.
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
# 经验萃取 · Lesson Distiller 将真实解决过程整理为可复用经验文档并维护知识索引。 ## Triggers ### Activate when - “将真实解决过程整理为可复用经验文档并维护知识索引。” - “Distill a solved problem into reusable knowledge.” ### 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. 从当前任务及用户指定证据提取问题、根因、有效解决和适用边界。未解决问题不能写成已验证经验。 2. 从 Profile 或当前请求解析知识目录，兼容已有 distill 布局；用日期与主题命名 Markdown，保留问题、原因、解决、教训和来源。 3. 会话 ID、轮数、耗时仅取宿主实际提供的数据；不扫描其他项目的会话，不以最近文件猜当前会话，不可用时省略。 4. 维护 index.jsonl 的 date、file、title、tags、source 和可得会话字段，使用 JSON 编码防止转义错误；重复记录按源文件去重。 5. 博客同步为可选的独立发布动作。仅在请求明确包含公开同步且内容完成隐私审阅后，把精确 Markdown 路径交给可用发布能力；不得自动发布最近五篇或虚构官网链接。 6. 提交仅覆盖本次确认文件；--no-commit、--no-publish、private 始终保留。回读文档和索引，发布时单独回读实际 URL。 ## 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、 …
Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-distill@sha256:a64b1c2d3623d5a1The line at the top of this page pins the label v3.7.2, 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_xmbn5bc3c6s5my4i)
3 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 | |
|---|---|---|---|---|---|
| v3.7.2 latest | 2026-09-25 | 4b67fd1 | 3,613 B | A | view · diff |
| v3.7.1 | 2026-09-07 | a09848e | 3,613 B | A | view · diff |
| v3.7.1 | 2026-09-07 | c122fff | 3,593 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 (3613 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_xmbn5bc3c6s5my4i GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-distill GET https://markdownregistry.com/api/v1/blob/a64b1c2d3623d5a1436c4620ccb6cb559b8f4b9b3fe5612bf9f9f76705b1416d
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.