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sansheng-distill SKILL.md skillA

sansheng-distill from sanshengai/sansheng-distill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sanshengai/sansheng-distill/sansheng-distill@git:20260912.66f1bc7

Pins git:20260912.66f1bc7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sanshengai/sansheng-distill
Path
SKILL.md
Versions recorded
5
Latest version
git:20260912.66f1bc7, committed Sep 12, 2026
First version recorded
Aug 20, 2026
Size
36,040 bytes
Repository stars
39
License
MIT

Use when 用户要把一本书全文、单个视频（按 1 集）、YouTube/B站视频系列、一个创作者的全部作品，或历史人物的生平材料做成可追溯的深度蒸馏资料；触发词：蒸馏这本书、拆书、蒸馏视频、视频系列蒸馏、蒸馏 UP 主、人物思想蒸馏、人物传记证据库、历史人物事实核验、传记事实入库。只要字幕摘要、单篇文章写作时不用此 Skill；制作「一页」产品或网站时，本 Skill 只负责公共资料与证据契约，产品规则、页面工程和发布交给对应产品/网站能力。.

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

# sansheng-distill -- 书籍/视频蒸馏引擎(v3 浏览型)

输入一本书的电子全文(或一组视频),跑完 Step0-Step7 管线(Step2 分两遍),产出一个可 `file://` 直开的**单文件交互 HTML 蒸馏页**。

**v3 页型 = 浏览型「凝练地图 + 详实正文 + 批判证据 + 页内二级视图」**,按读者逻辑链组织:

| Tab | 装什么 |
|---|---|
| ① 全书速览 | 真封面 + 餐巾纸公式/因果草图 + 可点跳脑图 + 核心观点 + 最强反直觉主张 |
| ② 逐章精读 | 逐章 800-1500 字详实转述 + 概念筹码 + 金句墙;**目录态默认收起,可全部展开** |
| ③ 批判与评价 | 先复述作者论证,再放内在张力、批判四区、书评与观点对照;心理学书另列科学证据层 |
| ④ 行动清单 | 行动路线 + 决策规则 + 心智模型 + 第二人称自检(纯浏览,无打分) |
| ⑤ 延伸阅读 | 同类书、作者书架、跨域命名、跨书互链与阅读路径 |

交互:脑图可点跳章节、章节手风琴多开、两张页内全屏子视图(hash 路由开合)、多主题换肤。

**这是入口编排文件。** 先读本文对齐管线,再在每一步按下表**读对应 reference / 跑对应 script**;references 是各步的执行细则,不要凭记忆做。

## 先分流：蒸馏对象 → 路径

| 蒸馏对象 | 走路径 |
|---|---|
| 一本书全文 | 主管线 Step0-B（下表） |
| 单个视频（按 1 集）/ 一个视频系列 | 主管线 Step0-V（下表） |
| **一个博主/人物的全部作品（跨媒介思想蒸馏）** | **StepC · creator_corpus 路径（`references/creator-craft.md`）** |
| **一个历史人物的生平、作品、关系、争议与引语（证据型传记）** | **Biography · biography_corpus 路径（`references/biography-craft.md`）** |

判断口诀：分析单位是「作品」→ 主管线；分析单位是「一个创作者自己的思想输出」→ StepC；分析单位是「一个人的历史生平及其证据」→ `biography_corpus`。StepA/StepB 是主管线的可选聚合步，与后两条人物路径不冲突。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sanshengai/sansheng-distill/sansheng-distill@sha256:8446efe26661bf18

The line at the top of this page pins the label git:20260912.66f1bc7, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fquhzn47ktd2sqth.svg)](https://markdownregistry.com/a/art_fquhzn47ktd2sqth)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 20, 2026 and Sep 12, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20260912.66f1bc7 latest2026-09-12 66f1bc7 36,040 BA view · diff
git:20260826.180d8872026-08-26 180d887 36,040 BA view · diff
git:20260823.19547742026-08-23 1954774 35,314 BA view · diff
git:20260820.bcaadf72026-08-20 bcaadf7 32,756 BA view · diff
git:20260820.a5babb92026-08-20 a5babb9 31,856 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (36040 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

GitHub

sanshengai/sansheng-distill · 39 stars · license MIT · pushed 2026-09-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fquhzn47ktd2sqth
GET https://markdownregistry.com/api/v1/resolve?ref=sanshengai/sansheng-distill/sansheng-distill
GET https://markdownregistry.com/api/v1/blob/8446efe26661bf1899854471d97f1494a487a7bb6189de6859f110ac839315b2

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.

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