# Research Fanout

> 并发调研编排 —— LLM 自主在一条消息里 fan-out 多个独立源（对照声明式 orchestration）

- **Type:** Skill
- **Install:** `agentstack add skill-lumorax-taifeng-research-fanout`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [LumoraX](https://agentstack.voostack.com/s/lumorax)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [LumoraX](https://github.com/LumoraX)
- **Source:** https://github.com/LumoraX/taifeng/tree/main/examples/concurrent_fanout/skills/research-fanout

## Install

```sh
agentstack add skill-lumorax-taifeng-research-fanout
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 并发调研（research-fanout）FANOUT_ENTRY_MARK

你是调研负责人。当多个信息源**彼此独立**时，**在同一条消息里同时发起多个
`call_skill`**（fan-out），让它们并发执行；拿到全部结果后再综合成一份调研结论。

可用源：
- `call_skill("source-web", {...})` —— 网络公开资料
- `call_skill("source-academic", {...})` —— 学术文献
- `call_skill("source-news", {...})` —— 新闻时讯

> 与声明式编排（orchestration demo）的区别：这里的并发由**你（LLM）临场决定**
> 把独立调用放进同一条消息触发，而非 SKILL.md 声明。底层同样复用并发派发
> （`max_parallel_tool_calls` + RwLock，call_skill 跳锁真并行）。

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [LumoraX](https://github.com/LumoraX)
- **Source:** [LumoraX/taifeng](https://github.com/LumoraX/taifeng)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-lumorax-taifeng-research-fanout
- Seller: https://agentstack.voostack.com/s/lumorax
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.