content-engine SKILL.md skillA

content-engine from jianing1117/jianing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jianing1117/jianing-skills/content-engine@git:20261021.f2ff537

Pins git:20261021.f2ff537 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jianing1117/jianing-skills
Path
content-engine/SKILL.md
Versions recorded
5
Latest version
git:20261021.f2ff537, committed Oct 21, 2026
First version recorded
Sep 2, 2026
Size
15,973 bytes
Repository stars
328
License
none declared

会自我迭代的内容引擎。三件事:学(拆爆款沉淀方法论)、改(诊断并优化自己的稿子)、复盘(数据回流校准方法论)。 方法论活在 playbook.md 和用户的知识库里,不写死在流程里——方法论更新了,引擎的判断下一次就跟着变。 【学】丢来爆款视频链接、点点/小红书智能体的拆解、别人的高赞内容,或说「这条为什么能爆」「帮我拆一下」「这条值得学什么」时触发。 【改】丢来自己的脚本/文案/初稿,或说「帮我诊断」「这条能发吗」「改一下开头」「优化标题」「怎么让人看完」「切成短视频」时触发。 【复盘】说「月度复盘」「复盘一下」「数据导好了」时触发;随时说「这条起量了 / 扑了」也算,引擎当场拆。 不适用:从零起号定位(→awesome-creator-positioning)、封面制图(→awesome-creator-cover)、公众号排版(→wechat-formatter)。.

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

# 内容引擎

看了很多爆款,自己的稿子还是说不清差在哪。内容引擎拆你认可的爆款帖子、总结提炼规律,帮你诊断和修改自己的稿子,再用发布后的数据校准方法。方法论活在 playbook 和你的知识库里,方法更新了,它的判断就跟着变。

```
   别人的爆款 ──【学】──→ 拆解卡 ──→ 审阅 ──→ 方法论
                                              │
                                              │ 读
                                              ▼
   我的内容 ────【改】── 先诊断 ──→ 定位部位 ──→ 标题 / 开头 / 正文 / 切片
                                              │
                                              ▼
                                      发布 → 数据 ──【复盘】──┐
                                              ▲                │
                                              └────────────────┘
```

**方法论是轴。学写它,改读它,复盘校准它。** 引擎本身只是工序,判断依据一律去读文件——说不出依据的判断,是你在编,删掉。

---

## 方法论在哪(两层)

### 第一层 · 通用方法论(本 Skill 内,可公开)

`playbook.md` —— 从爆款拆解里提炼出的规律。**这是唯一会持续变厚的文件**,也是 GitHub 发版的对象。

`awesome-creator.md` —— 存量手艺:标题模式、开头生成法、互动钩子、切片方法。稳定,少变。

### 第二层 · 私有判准(用户的知识库,运行时读取)

判准是「什么算好」,因人而异,不进本 Skill。默认指向下表;换用户只需改这张表。

根目录:`/Users/jnx/Documents/life OS/04-Areas/IP/`

| 文件 | 提供什么 | 学 | 改 | 复盘 |
|---|---|:--:|:--:|:--:|
| `系统规则/【主控】加宁IP一页纸.md` | 使命·资格·四版面·受众三层·**§9 发布前四问**·一票否决八条·完成度阶梯·形神之分 | ● | ● | ● |
| `方法库/爆款心得与标题公式.md` | 自家数据验证过的打法 | ● | ● | ● |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jianing1117/jianing-skills/content-engine@sha256:4d4fea7c9aed4924

The line at the top of this page pins the label git:20261021.f2ff537, 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_cdmuoxaxzbxffdtl.svg)](https://markdownregistry.com/a/art_cdmuoxaxzbxffdtl)

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

Versions

The registry has recorded 5 versions of this file, between Sep 2, 2026 and Oct 21, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261021.f2ff537 latest2026-10-21 f2ff537 15,973 BA view · diff
git:20260906.005890b2026-09-06 005890b 15,673 BA view · diff
git:20260902.18b1ba42026-09-02 18b1ba4 15,523 BA view · diff
git:20260902.b6aca662026-09-02 b6aca66 15,437 BA view · diff
git:20260902.dc0157c2026-09-02 dc0157c 15,756 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 (15973 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

jianing1117/jianing-skills · 328 stars · license none declared · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cdmuoxaxzbxffdtl
GET https://markdownregistry.com/api/v1/resolve?ref=jianing1117/jianing-skills/content-engine
GET https://markdownregistry.com/api/v1/blob/4d4fea7c9aed492445415ad7b2e262303ae3d14ea54d954cdca5c5af67e58c58

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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