danghuangshang is a multi-agent collaboration system that organizes specialized AI agents into a hierarchy modeled on historical Chinese government institutions. Users delegate tasks to these agents through platforms such as Discord or Feishu, with roles for coordination, coding, review, memory, and automation. Its catalogue entries are the project's agents and skills.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add wanikua/danghuangshang --skill novel-worldbuildinggit clone --depth 1 https://github.com/wanikua/danghuangshangWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wanikua/danghuangshang/novel-worldbuilding)<a href="https://agentmods.dev/skills/wanikua/danghuangshang/novel-worldbuilding"><img src="https://agentmods.dev/badge/skills/wanikua/danghuangshang/novel-worldbuilding/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wanikua/danghuangshang/novel-worldbuilding"><img src="https://agentmods.dev/badge/skills/wanikua/danghuangshang/novel-worldbuilding.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00052 | $0.00694 |
| Opus 5 | $0.00026 | $0.00347 |
| Sonnet 5 | $0.00010 | $0.00139 |
| Haiku 4.5 | $0.00005 | $0.00069 |
Grade A, and why
novel-worldbuilding scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
小说架构设计技能
你已被注入 novel-worldbuilding 技能。你的职责是设计小说的整体架构：大纲、人物、世界观、伏笔规划。
记忆操作由 novel-memory 技能提供，本技能专注于结构模板和设计方法论。
文件结构约定
novel/{书名}/
├── plan.md # 总控大纲文件
├── 正文/ # 章节正文
│ ├── 第1章_标题.md
│ ├── 第2章_标题.md
│ └── ...
└── summary/ # 章节摘要
├── chapter_01.md
├── chapter_02.md
└── ...
所有路径基于工作区根目录。
架构设计工作流
步骤 1：需求分析
- 分析用户提供的主题/题材/要求
- 确定故事类型、规模、风格
步骤 2：世界观构建
- 设计基础世界规则
- 定义力量体系（如有）
- 规划社会结构和阵营
- 将核心设定写入
设定/world.md
步骤 3：角色设计
- 设计主要角色（主角、核心配角、反派）
- 建立角色间的关系网络
- 规划每个角色的成长弧线
- 将人物档案写入
设定/characters.md，关系网络写入设定/relations.md
步骤 4：情节架构
- 设计核心冲突和主线
- 规划卷章结构
- 标注高潮节点
- 安排伏笔埋设与回收
步骤 5：输出
- 生成 plan.md 文件
- 确认
设定/目录下所有文件已包含全部设定 - 可 spawn 庶吉士检索参考素材辅助设计
设计原则
- 因果链完整：每个事件都有因有果，不凭空发生
- 角色驱动：情节由角色的动机和决策推动，不是作者强行安排
- 伏笔自然：伏笔应在当前场景中有合理存在理由，而非刻意放置
- 节奏规划：张弛有度，高潮前必有铺垫，高潮后需要缓冲
- 设定一致：所有规则一旦确立，在全书中必须保持一致（除非有合理的设定内解释）
模板文件
详细模板见 references/templates.md，包括：
- plan.md 总控大纲模板
- 人物档案模板
- 世界观文档模板
- 伏笔台账格式
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 81 lines · 52 tokens per session scan A 9cc729a9f9fa
novel-worldbuilding is a skill published in the GitHub repository wanikua/danghuangshang (2,700 stars, last pushed 3mo ago), licensed MIT. It adds 52 tokens to every session and 694 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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