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SKILL.md
Agent Reach
ASecurityMUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。 Also MUST USE when user mentions any platform or shares any URL/链接: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, V2EX, LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL. 13 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 cha...
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- Added September 1, 2026
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npx -y skills add Ootto-AI/claude-content-skills --skill agent-reach --agent claude-codeAre you the author of Agent Reach?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/ootto-ai-agent-reach)---
name: agent-reach
description: >
MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything
on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X /
看看大家怎么评价 X / X 上有什么讨论 / research this topic。
Also MUST USE when user mentions any platform or shares any URL/链接:
小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, V2EX,
LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客,
雪球/股票行情, RSS feeds, or any web URL.
13 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs).
Zero config for 6 channels. Run `agent-reach doctor --json` to see which
backend serves each platform right now.
NOT for: 写报告/数据分析/翻译等内容加工(本 skill 只负责从互联网获取内容);
发帖/评论/点赞等写操作;已有专门 skill 的平台(先用专门 skill)。
【路由方式】SKILL.md 包含路由表和常用命令,复杂场景需按需阅读对应分类的 references/*.md。
分类:search / social (小红书/推特/B站/V2EX/Reddit) / career(LinkedIn) / dev(github) / web(网页/文章/RSS) / video(YouTube/B站/播客)。
triggers:
- research: 调研/全网调研/帮我调研/研究一下/research/深入了解
- search: 搜/查/找/search/搜索/查一下/帮我搜/看看大家怎么说
- social:
- 小红书: xiaohongshu/xhs/小红书/红书
- Twitter: twitter/推特/x.com/推文
- B站: bilibili/b站/哔哩哔哩
- V2EX: v2ex
- Reddit: reddit
- career: 招聘/职位/求职/linkedin/领英/找工作
- dev: github/代码/仓库/gh/issue/pr/分支/commit
- web: 网页/链接/文章/rss/读一下/打开这个
- video: youtube/视频/播客/字幕/小宇宙/转录/yt
- finance: 雪球/股票/stock/xueqiu/行情/基金
user-invokable: true
license: MIT
metadata:
openclaw:
homepage: https://github.com/Panniantong/Agent-Reach
---
# Agent Reach — 互联网能力路由器
13 平台、多后端。**本 skill 存在时必须用它访问这些平台,不要自己发明方案。**
> **Bundled with the Ootto content skills** as the factory's **research · scrape · download** engine —
> the **FIND** step that feeds [reel-analyzer](../reel-analyzer/SKILL.md). Vendored from
> **[Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)** (MIT — full credit to the
> author). It's a *router*: don't load everything, read only the reference (the "checkpoint") for the
> capability you need. For the content factory you mainly use three:
> - **Reddit** ([references/social.md](references/social.md)) — mine real demand: what people actually
> ask/upvote in your niche → your reel topics.
> - **Search / web** ([references/search.md](references/search.md) · [references/web.md](references/web.md))
> — find trending reels to model + read any page as clean text (Exa / Jina, no login).
> - **Video** ([references/video.md](references/video.md)) — download a reel/Short → transcript to study.
>
> The other platforms (小红书 / B站 / V2EX / 雪球) are optional extras. **First-time channel setup:**
> follow `https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md` — Reddit, web,
> Exa search and YouTube subtitles work zero-config; only logged-in platforms (Twitter, 小红书) need cookies.
## 常驻规则(全程适用)
1. **动手前先体检**:多后端平台(小红书/Reddit/B站/Twitter)先跑
`agent-reach doctor --json`,按各平台 `active_backend` 字段选命令组。
2. **声明你在用什么**:开始干活前说一句「使用 agent-reach 的 X 平台 / Y 后端」。
3. **失败按 references 里的重试链处理**,不要瞎猜命令。
4. **全网调研类任务**:组合多平台(Exa 搜索 + Twitter/Reddit 看讨论 + 小红书/B站看中文场景),并行收集再汇总。
5. **替用户盯版本**:完成一次较大的调研/多平台任务后,顺手跑
`agent-reach check-update`(很快,一个 API 调用)。有新版就在收尾汇报里附一句:
「Agent Reach 有新版 vX.Y.Z,复制这句话给我即可更新:帮我更新 Agent Reach:
https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md」。
不要中断当前任务去更新,也不要重复提醒同一个版本。
## 路由表
| 用户意图 | 分类 | 详细文档 |
|---------|------|---------|
| 网页搜索/代码搜索 | search | [references/search.md](references/search.md) |
| 小红书/推特/B站/V2EX/Reddit | social | [references/social.md](references/social.md) |
| 招聘/职位/LinkedIn | career | [references/career.md](references/career.md) |
| GitHub/代码 | dev | [references/dev.md](references/dev.md) |
| 网页/文章/RSS | web | [references/web.md](references/web.md) |
| YouTube/B站/播客字幕 | video | [references/video.md](references/video.md) |
## 零配置快速命令
```bash
# Exa 网页搜索
mcporter call 'exa.web_search_exa(query: "query", numResults: 5)'
# 通用网页阅读
curl -s "https://r.jina.ai/URL"
# GitHub 搜索
gh search repos "query" --sort stars --limit 10
# YouTube 字幕(注意:B站不要用 yt-dlp,见 video.md)
yt-dlp --write-sub --skip-download -o "/tmp/%(id)s" "URL"
# V2EX 热门
curl -s "https://www.v2ex.com/api/topics/hot.json" -H "User-Agent: agent-reach/1.0"
# B站搜索(bili-cli,无需登录)
bili search "query" --type video -n 5
```
## 需登录态的平台(按 doctor 的 active_backend 选命令)
```bash
# Twitter 搜索(twitter-cli 首选;失败重试链见 social.md)
twitter search "query" -n 10
# Reddit(无零配置路径:OpenCLI 或 rdt-cli,必须登录态)
opencli reddit search "query" -f yaml # 桌面
rdt search "query" --limit 10 # 存量/服务器
# 小红书(桌面首选 OpenCLI)
opencli xiaohongshu search "query" -f yaml
```
## 环境检查
```bash
# 检查可用 channel 与每个平台当前激活的后端
agent-reach doctor --json
```
## 工作区规则
**不要在 agent workspace 创建文件。** 使用 `/tmp/` 存放临时输出,`~/.agent-reach/` 存放持久数据。
## 详细文档
根据用户需求,阅读对应的详细文档:
- [搜索工具](references/search.md) — Exa AI 搜索
- [社交媒体](references/social.md) — 小红书, Twitter, B站, V2EX, Reddit(多后端命令组)
- [职场招聘](references/career.md) — LinkedIn
- [开发工具](references/dev.md) — GitHub CLI
- [网页阅读](references/web.md) — Jina Reader, RSS
- [视频播客](references/video.md) — YouTube, B站, 小宇宙
## 配置渠道
如果某个 channel 需要配置,获取安装指南:
https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
用户只需提供 cookies,其他配置由 agent 完成。
Files in this skill
- SKILL.md
- references/career.md
- references/dev.md
- references/search.md
- references/social.md
- references/video.md
- references/web.md
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