wjs-distilling-style SKILL.md skillA
wjs-distilling-style from jianshuo/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jianshuo/claude-skills/wjs-distilling-style@git:20260701.c459352Pins git:20260701.c459352 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jianshuo/claude-skills
- Path
wjs-distilling-style/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260701.c459352, committed Jul 1, 2026
- First version recorded
- Jun 21, 2026
- Size
- 10,637 bytes
- Repository stars
- 138
- License
- MIT
Use when the user wants to capture a writer's voice from a few sample articles and rewrite text to sound like that author — "蒸馏文风", "提炼XX的风格", "把这篇改成XX的味儿", "学某某笔法改写", "mimic this writer", "match this author's style", "style transfer". Works for any author, 王建硕 included.
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
# 蒸馏文风 · Style Fingerprint ## 核心原则 > 风格不是形容词，是指纹。能照着复现的，才叫蒸馏出来了。 裸模型做这件事会犯三个错（已实测）：(1) 风格观察临时拼凑、混入内容立场、不可复用；(2) 改写后没人盲测，自己既当运动员又当裁判，悄悄滑回平庸 AI 腔；(3) 改写时擅自加料删料，把原文事实改没了。这个 skill 用**结构化指纹 + 独立判官盲测 + 事实骨架纪律**钉死这三点。 两个模式：**蒸馏**（样本 → Style Card 文件）和**改写**（目标文章 + Style Card → 改写稿，带盲测闭环）。 > **默认走精简版（用户约定）**：日常蒸馏 / 改写任务**优先用 `references/oneshot-prompts.md` 的一次性 prompt**（Prompt A 改写 / Prompt B 蒸馏）——9 轴指纹 + 锚点 + 事实骨架纪律 + AI 露馅 6 反制都在，只把多轮判官盲测 / 图灵测 / 回炉换成**一轮内联自检**。够用、一把过。只有要**硬验一张卡到底像不像**（发布级、批量伪造）时，才回到下面的完整闭环（判官 subagent + 图灵盲测）。 ## 何时用 - 用户给几篇某作者的文章，想提炼他怎么写 - 用户想把一段话 / 一篇稿 / 一份 AI 生成的文本改成某作者的味儿 - 不适用：用户要的是这个人**怎么思考**（心智模型、世界观、角色扮演）→ 那是 `huashu-nuwa`，不是这里；本 skill 只管**怎么写**。 ## 存储（独立库，不进公开 repo） ``` ~/code/style-cards/<author-slug>/ samples/ # 喂进来的原始样本 style-card.md # 蒸馏出的 Style Fingerprint（真源，人可读可手改） rewrites/ # 历史改写稿（可选） ``` wjs-* skill 会自动同步到公开 repo，所以别人的稿子和卡片放这个独立库，不外泄。库或作者目录不存在就先建。 ## Style Fingerprint — 9 轴 每一轴写三件事：**观察**（样本里看到什么）、**可执行规则**（改写时怎么照做）、**锚点原句**（从样本摘 2–3 句真实原句）。规则会骗人，原句不会——没有锚点的轴等于没蒸馏。 | # | 轴 | 抓什么 | |---|---|---| | 1 | 句子节奏 | 长短句分布、长短交替的拍子、标点签名（破折号/省略号/问句/感叹） | | 2 | 段落长度 | 平均段长、有没有单句成段、长段密度 | …
Read the whole file at its exact version.
How to install
mdr add jianshuo/claude-skills/wjs-distilling-style@sha256:cbd4255dd9cd87b2The line at the top of this page pins the label git:20260701.c459352, 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_aakl3vzq2otw5c2k)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 21, 2026 and Jul 1, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260701.c459352 latest | 2026-07-01 | c459352 | 10,637 B | A | view · diff |
| git:20260621.009c269 | 2026-06-21 | 009c269 | 10,137 B | A | view · diff |
| git:20260621.0ba5bd0 | 2026-06-21 | 0ba5bd0 | 9,665 B | A | view · diff |
| git:20260621.aeb12f8 | 2026-06-21 | aeb12f8 | 9,052 B | A | view · diff |
| git:20260621.0830037 | 2026-06-21 | 0830037 | 7,777 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 (10637 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
jianshuo/claude-skills · 138 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_aakl3vzq2otw5c2k GET https://markdownregistry.com/api/v1/resolve?ref=jianshuo/claude-skills/wjs-distilling-style GET https://markdownregistry.com/api/v1/blob/cbd4255dd9cd87b2241ceb8210fcc2eb51965fbb575e2ead27efe85903390704
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.