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编程
smart-followups
试用在任意 AI 回复后,基于上下文生成三条追问建议:快速澄清、深入探索、相关话题。
它能做什么
在任何 AI 回复后,输入 /followups(或别名 /fu、/suggestions)即可获得三条贴合上下文的下一步问题:⚡ 快速澄清、🧠 深度技术探讨、 相关话题延伸。展示形式随渠道自动适配:Telegram、Discord、Slack 以按钮呈现,Signal、WhatsApp、iMessage、SMS、Matrix、Email 则以编号文本返回,回复对应数字即可继续提问。默认复用当前对话的认证与模型;可在配置中切换至 openrouter 或 anthropic,并提供对应 API Key。
什么时候用它
- 学习对话中一时想不到下一步该问什么
- 在初步解释之后,围绕某点做更深入的技术探讨
- 由当前话题延伸,发现相关或邻近的方向
- 让群聊或客服对话保持推进,避免冷场
技能文档
Smart Follow-ups Skill
Generate contextual follow-up suggestions for OpenClaw conversations.
🚀 Slash Command (New in v2.1.0!)
Primary command:
/followups
Aliases:
/fu
/suggestions
When you type /followups, I'll generate 3 contextual follow-up questions based on our conversation:
- ⚡ Quick — Clarification or immediate next step
- 🧠 Deep Dive — Technical depth or detailed exploration
- 🔗 Related — Connected topic or broader context
How to Trigger
| Method | Example | Recommended |
|---|---|---|
/followups | Just type it! | ✅ Yes |
/fu | Short alias | ✅ Yes |
| Natural language | "give me suggestions" | Works too |
| After any answer | "what should I ask next?" | Works too |
Usage
Say "followups" in any conversation:
You: What is Docker?
Bot: Docker is a containerization platform...
You: /followups
Bot: 💡 What would you like to explore next?
[⚡ How do I install Docker?]
[🧠 Explain container architecture]
[🔗 Docker vs Kubernetes?]
On button channels (Telegram/Discord/Slack): Tap a button to ask that question.
On text channels (Signal/WhatsApp/iMessage/SMS): Reply with 1, 2, or 3.
Categories
Each generation produces 3 suggestions:
| Category | Emoji | Purpose |
|---|---|---|
| Quick | ⚡ | Clarifications, definitions, immediate next steps |
| Deep Dive | 🧠 | Technical depth, advanced concepts, thorough exploration |
| Related | 🔗 | Connected topics, broader context, alternatives |
Authentication
Default: Uses OpenClaw's existing auth — same login and model as your current chat.
Optional providers:
openrouter— RequiresOPENROUTER_API_KEYanthropic— RequiresANTHROPIC_API_KEY
Configuration
{
"skills": {
"smart-followups": {
"enabled": true,
"provider": "openclaw",
"model": null
}
}
}
| Option | Default | Description |
|---|---|---|
provider | "openclaw" | Auth provider: openclaw, openrouter, anthropic |
model | null | Model override (null = inherit from session) |
apiKey | — | API key for non-openclaw providers |
Channel Support
| Channel | Mode | Interaction |
|---|---|---|
| Telegram | Buttons | Tap to ask |
| Discord | Buttons | Click to ask |
| Slack | Buttons | Click to ask |
| Signal | Text | Reply 1-3 |
| Text | Reply 1-3 | |
| iMessage | Text | Reply 1-3 |
| SMS | Text | Reply 1-3 |
| Matrix | Text | Reply 1-3 |
| Text | Reply with number |
See CHANNELS.md for detailed channel documentation.
How It Works
- User types
/followups - Handler captures recent conversation context
- OpenClaw generates 3 contextual questions (using current model/auth)
- Formatted as buttons or text based on channel
- User clicks button or replies with number
- OpenClaw answers that question
Files
| File | Purpose |
|---|---|
handler.js | Command handler and channel formatting |
cli/followups-cli.js | Standalone CLI for testing/scripting |
README.md | Full documentation |
CHANNELS.md | Channel-specific guide |
FAQ.md | Common questions |
Credits
Inspired by Chameleon AI Chat's smart follow-up feature.
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