distiller SKILL.md skillA
distiller from wangjs-jacky/jacky-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wangjs-jacky/jacky-skills/distiller@git:20260401.17d3194Pins git:20260401.17d3194 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wangjs-jacky/jacky-skills
- Path
plugins/distiller-tools/distiller/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260401.17d3194, committed Apr 1, 2026
- Size
- 10,484 bytes
- Repository stars
- 15
- License
- MIT
万物皆可蒸馏。从代码、技术栈、文章等资源中提炼可复用的核心知识，支持产出代码模板、技术方案整合、知识卡片。触发词：蒸馏、distill、提炼、提取核心、迁移功能、知识提炼.
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
<gsd:workflow name="distiller">
<gsd:meta>
<trigger>蒸馏、distill、提炼、提取核心、迁移功能、知识蒸馏、知识提炼</trigger>
<requires>
- 用户提供的源资源（代码目录/URL/文件路径）
- 明确的蒸馏用途说明
</requires>
<checkpoints>
- plan-approved: 蒸馏计划确认
- collection-done: 资源采集完成
- distill-approved: 蒸馏产物质量确认
- archived: 产物归档完成
</checkpoints>
<constraints>
- 产物 SKILL.md 行数 ≤ 300 行，超出部分抽离到 references/
- 代码蒸馏必须区分「项目耦合」vs「核心逻辑」
- 每个产物必须包含「适用场景」和「复用指南」
</constraints>
</gsd:meta>
<gsd:goal>从任意资源中提炼结构化的可复用知识，输出为可被 AI 检索的知识 skill。</gsd:goal>
<gsd:phase id="plan" name="资源分类 + 需求确认" checkpoint="plan-approved">
<step>分析用户输入，判断资源类型（code / tech-stack / article）</step>
<step>追问关键问题：蒸馏产物用来做什么？（复用模板 / 生成新项目 / 知识存档）</step>
<step>根据用途调整蒸馏策略和产物格式</step>
<step>展示蒸馏计划摘要，等待用户确认</step>
</gsd:phase>
<gsd:phase id="collect" name="资源采集" checkpoint="collection-done">
<step>按资源类型选择采集方式，扫描并提取原始数据</step>
<step>预处理：去噪、结构化、标注关键节点</step>
<step>展示采集摘要，等待用户确认</step>
</gsd:phase>
<gsd:phase id="distill" name="执行蒸馏" checkpoint="distill-approved">
<step>按确认的维度逐项提炼，生成结构化产物</step>
<step>质量检查：完整性、准确性、通用性、可操作性</step>
<step>展示蒸馏产物摘要，等待用户确认</step>
</gsd:phase>
…Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/distiller@sha256:acac0c9ad05c4b61The line at the top of this page pins the label git:20260401.17d3194, 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_t27vzkadx77n3xcn)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 1, 2026.
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 (10484 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
wangjs-jacky/jacky-skills · 15 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_t27vzkadx77n3xcn GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/distiller GET https://markdownregistry.com/api/v1/blob/acac0c9ad05c4b618cef604a916da88191a6afe89d36444de8f57bebd7698296
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.