Home / mengxiujie / manjuforge · GitHub

manjuforge SKILL.md skillA

manjuforge from mengxiujie/manjuforge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mengxiujie/manjuforge/manjuforge@v1.10.1

Pins v1.10.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mengxiujie/manjuforge
Path
SKILL.md
Versions recorded
6
Latest version
v1.10.1, committed Oct 13, 2026
First version recorded
Aug 25, 2026
Size
43,762 bytes
Repository stars
21
License
MIT-0

漫剧/短剧连载创作引擎：题材或原著到剧本、分镜、配音文案、AI提示词全套产出，跨集记忆防人设崩坏与伏笔丢失。创作漫剧、短剧剧本、连载分镜、网文改编漫剧时使用。.

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

# ManjuForge 漫剧铸造 - AI漫剧连载创作引擎

## 定位

核心差异化：**别人做好看的单集，我们做活得久的IP。**

卖点顺序（对外宣传用）：知识库专业深度 > 结构化输出能力 > 短视频流量逻辑内置 > 连载记忆机制。
不要卖"记忆机制"或"X集不崩"——上下文窗口在增长，这话竞品也能说。要卖"从一句话到可发布成品的工业化流水线"。

技术壁垒诚实评估：当前是**工程壁垒**（Prompt级记忆），不是技术壁垒。宣传用 Demo 数据说话。
战略备忘录（卖点对照表/定位陷阱/长期战略/定稿文件位置）见 `references/strategy_and_positioning.md`。

## 适用场景

- 用户要从零创作一部漫剧（输入题材 → 全套产出）
- 用户要把小说/网文改编为漫剧剧本
- 用户在做连载漫剧，需要跨集保持人设和剧情连贯
- 用户需要竖屏9:16分镜（面向AI生成器）
- 用户需要批量生成漫剧内容

## 核心产出（八大模块）

每次完整创作产出以下内容：

1. **人设档案** - 角色外貌/性格/关系/台词风格/成长弧线
2. **世界观设定** - 时代/地理/规则/势力/核心矛盾
3. **剧情大纲** - 全剧主线+分集梗概
4. **开篇钩子** - 前3秒视觉锚点+悬念设计
5. **逐镜分镜** - 横屏16:9标准版 或 竖屏9:16 AI执行版
6. **情绪标注** - 每幕情绪曲线+节奏节点
7. **配音文案** - 适配短视频的台词/旁白/独白
8. **AI绘图提示词** - 每幕配套构图/光影/风格提示词

---

## 一、连载记忆机制（核心壁垒）

### 原理

用文件系统实现轻量化持久记忆。每个漫剧项目维护七个记忆文件，分两类：

**逐集记忆**（每集创作后更新）：角色档案（状态变量）、剧情摘要、伏笔表、场景布局（变更时）
**设定总纲**（初始化+定期刷新）：世界观、**故事圣经**（每5集刷新）、**角色关系图**（关系变化时）

| 文件 | 作用 | 更新时机 |
|------|------|----------|
| `角色档案.md` | 锁定人设、关系、台词风格。**区分身份不变量（锁死：外貌锚点/性格内核/台词风格）与状态变量（逐集更新：情绪/服装/伤势/关系阶段）** | 每次创作前读取；状态变量每集更新，身份不变量仅剧情重大转折时更新 |
| `世界观.md` | 锁定时代、规则、势力 | 首次创作时写入，世界观扩展时更新 |
| `场景布局.md` | 锁定场景空间结构、道具锚点、角色位置 | 首次创作时写入，场景变更时更新 |
| `剧情摘要.md` | 记录已发生的关键剧情、伏笔、时间线 | 每集创作完成后自动追加 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mengxiujie/manjuforge/manjuforge@sha256:dad0b3ac90627d1f

The line at the top of this page pins the label v1.10.1, 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_y2nwkebhsscugggl.svg)](https://markdownregistry.com/a/art_y2nwkebhsscugggl)

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

Versions

The registry has recorded 6 versions of this file, between Aug 25, 2026 and Oct 13, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
v1.10.1 latest2026-10-13 7394357 43,762 BA view · diff
v1.10.02026-10-13 c2cff1e 43,762 BA view · diff
v1.8.02026-09-07 fd87021 43,977 BA view · diff
git:20260825.c812a1b2026-08-25 c812a1b 41,416 BA view · diff
git:20260825.e483ba22026-08-25 e483ba2 42,267 BA view · diff
git:20260825.e69b33c2026-08-25 e69b33c 40,974 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 (43762 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

mengxiujie/manjuforge · 21 stars · license MIT-0 · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y2nwkebhsscugggl
GET https://markdownregistry.com/api/v1/resolve?ref=mengxiujie/manjuforge/manjuforge
GET https://markdownregistry.com/api/v1/blob/dad0b3ac90627d1f0782e7f922c1eb45a8409fc408fa810bfdfe6e94fec875eb

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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