Best use case
master-orchestrator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
全自动总指挥：串联热点抓取、内容生成与爆款验证的全流程技能。
Teams using master-orchestrator should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/master-orchestrator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How master-orchestrator Compares
| Feature / Agent | master-orchestrator | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
全自动总指挥：串联热点抓取、内容生成与爆款验证的全流程技能。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Master Orchestrator (全自动总指挥)
这个 Skill 是 Defou Workflow Agent 的“大脑”和“指挥中心”。它将原本独立的技能模块串联成一条完整的自动化生产流水线，实现从“全网热点”到“高质量成品”的零人工干预作业。
## 功能描述
它按顺序自动调度以下两个核心引擎：
1. **内容生成引擎 (Content Generation Engine)**
* **对应技能**: `tophub-defou-stanley-combo`
* **动作**:
* 抓取 TopHub 全网热榜。
* 智能筛选 Top 10 最具爆款潜力的话题。
* 基于 Defou x Stanley 风格生成初稿。
* **产出**: `outputs/defou-stanley-posts/` 下的初稿文件。
2. **质量验证引擎 (Quality Verification Engine)**
* **对应技能**: `viral-verification`
* **动作**:
* 自动读取上一步生成的初稿。
* 模拟“增长黑客”进行 6 维爆款要素打分。
* 生成最终优化建议和终稿。
* **产出**: `outputs/viral-verified-posts/` 下的最终成品。
## 使用方法
### 运行脚本
```bash
# 在项目根目录下运行
npm run skill:master
```
或者直接使用 `ts-node`：
```bash
npx ts-node src/master.ts
```
### 输出结果
你只需要关注最终的产出目录：
`defou-workflow-agent/outputs/viral-verified-posts/`
这里存放了经过双重 AI 智慧加持的最终文章，可以直接用于发布。
## 依赖配置
无需额外配置，它复用项目的全局 `.env` 配置。Related Skills
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