call-agents-help

# Call Agents Help

> **Let your AI summon minions!** / **让你的 AI 召唤小弟！**

An open-source OpenClaw skill that lets your AI summon other AI bots into group chats for multi-agent discussions.

一个开源的 OpenClaw 技能，让你的 AI 在群聊中召唤其他 AI 机器人进行多智能体讨论。

---

## What is this? / 这是什么？

This is an OpenClaw skill that enables multi-agent discussions in Telegram groups. Your main AI (OpenClaw) can call other AI models (DeepSeek, DeepSeek, etc.) to join the conversation — each with its own persona, speaking through its own Telegram bot.

这是一个 OpenClaw 技能，可以在 Telegram 群里实现多 AI 讨论。你的主 AI（OpenClaw）可以召唤其他 AI 模型（DeepSeek、DeepSeek 等）加入对话——每个都有自己的人设，通过各自的 Telegram bot 发言。

**No need for multiple OpenClaw instances. No Docker. No complex setup.**

**不需要部署多个 OpenClaw，不需要 Docker，不需要复杂的环境配置。**

## Why? / 为什么做这个？

Normally, if you want two AIs to discuss a problem, you have to copy-paste messages between them like a human messenger. That's tedious, slow, and you lose context along the way.

通常情况下，如果你想让两个 AI 讨论一个问题，你得像信使一样在它们之间来回复制粘贴消息。这很累、很慢，而且上下文会丢失。

With this skill:

用了这个技能之后：

- Multiple AI bots discuss directly in a group chat / 多个 AI 机器人直接在群聊里讨论
- They challenge each other, catch errors, and converge on answers / 它们会互相质疑、纠错，最终收敛到一致的答案
- The entire conversation is visible to you in real time / 整个对话过程对你完全可视化
- You can interrupt, redirect, or ask follow-up questions anytime / 你可以随时打断、改变方向或追问
- Add as many bots as you want / 可以添加任意数量的 bot

## How it works / 工作原理

```
You (in Telegram group)
  │
  ▼
OpenClaw (main AI, e.g. 小龙虾)
  │  reads SKILL.md → runs deepseek_speak.py
  │  loads subsoul.md (persona identity)
  │  calls DeepSeek API
  │  sends response via helper bot
  ▼
Helper Bot (e.g. 批判派🔍) speaks in the same group
  │
  ▼
OpenClaw reads the response, replies, calls helper again...
  │
  ▼
Multi-round discussion until consensus or user stops it
```

The key insight: OpenClaw orchestrates everything. The helper bot is just a "mouth" — it doesn't need to run independently. This avoids the Teleg