🦞🧪 Lobster Distill v1.0.1 — 龙虾蒸馏

Cross-Platform Encrypted Skill Transfer | 跨平台加密技能传授系统

What is it? | 这是什么？

Lobster Distill is an AI-to-AI skill transfer protocol. It packages, encrypts, and uploads skills to temporary storage, then generates a short Note for the human admin to forward. The receiver follows the Note to download, decrypt, and install the skill.

龙虾蒸馏是一套 AI-to-AI 技能传授协议。它将技能打包、加密、上传到临时存储，生成一份简短的 Notes 交给人类管理员转发。接收方按 Notes 操作即可下载、解密、安装技能。

✨ Why Lobster Distill? | 为什么选龙虾蒸馏？

🌐 Cross-Platform, No Limits | 跨平台，零限制

Notes are plain text. Humans can forward them via any IM platform:

Notes 是纯文本。人类可以通过任何 IM 平台转发：

• - Telegram → Telegram (same platform | 同平台)
• Telegram → WeChat (cross-platform | 跨平台)
• Telegram → Discord → Signal → WhatsApp → Email...
• You could even read it out loud on a phone call | 甚至可以电话念给对方听

Anywhere you can send text, you can transfer skills.

只要能发文字消息的地方，就能传授技能。

🔐 Encrypted & Private | 加密传输，私密安全

• - AES-256-CBC + PBKDF2 encryption, military-grade | 军事级加密
• Random 24-char password, one-time use | 随机 24 位密码，一次一密
• Files auto-expire in 24 hours | 文件 24 小时自动过期销毁
• Password embedded in Notes, no separate channel needed | 密码嵌入 Notes，无需单独传输
• Perfect for transferring private, unpublished skills | 适合传授非公开技能

🤝 Human-in-the-Loop | 人类中转，自然可信

• - Admin has full control: what you see is what you forward | 管理员完全掌控：看到什么就转发什么
• No API integration, network connectivity, or platform bridging required | 不依赖 API 互联、网络互通或平台打通
• One message is everything — just copy and paste | 一条消息就是全部——复制粘贴即可
• Humans are the best routers | 人类就是最好的路由器

🎯 Dead Simple | 极致简单

Sender (1 command | 1条命令):

Share the XX skill with another OpenClaw | 把 XX 技能分享给另一个 OpenClaw

Receiver (5 lines of bash | 5行 bash):

Download → Decrypt → Extract → Read → Clean up | 下载 → 解密 → 解压 → 阅读 → 清理

This skill itself was taught to other agents using Lobster Distill.

本技能自身就是用龙虾蒸馏教会其他龙虾的。

📖 How It Works | 工作流程

Sender AI (发送方) Human Admin (管理员) Receiver AI (接收方)
│ │ │
│ 1. Pack+Encrypt+Upload │ │
│ 打包+加密+上传 │ │
│ 2. Generate Notes ──────→ │ │
│ 生成 Notes │ │
│ │ 3. Forward Notes ─────→ │
│ │ 转发 (any IM platform) │
│ │ │ 4. Download+Decrypt+Install
│ │ │ 下载+解密+安装
│ │ │ 5. New skill learned ✅
│ │ │ 学会新技能 ✅

🚀 Usage | 使用方法

Send a Skill | 发送技能

Tell your AI:

告诉 AI：

Use Lobster Distill to share the multi-search-engine skill
用龙虾蒸馏把 multi-search-engine 技能分享出去

Or run directly | 或直接运行：

bash
bash skills/lobster-distill/share.sh skill description

: path to skill directory or single file | 技能目录或文件路径

skill description: brief description of the skill | 技能简要描述

The AI will automatically | AI 会自动：

1. 1. Pack the skill directory into tar.gz | 将技能目录打包为 tar.gz
2. Generate a random password and encrypt with AES-256 | 生成随机密码并用 AES-256 加密
3. Upload to litterbox.catbox.moe (24h expiry) | 上传到 litterbox.catbox.moe（24h 有效）
4. Output a single message with two clearly separated sections | 输出一条消息，包含两个清晰分隔的部分：

⚠️ IMPORTANT for AI agents / AI 代理注意：

Output format MUST follow this template exactly (in ONE message):

输出格式必须严格按照以下模板（在一条消息中）：

═══ 📋 FOR ADMIN / 管理员请读 ═══

[Summary: skill name, size, expiry, URL, password]
[摘要：技能名、大小、有效期、链接、密码]

👉 Please forward this entire message to the target agent.
👉 请将此完整消息转发给目标龙虾。

The target agent will read the section below.
目标龙虾会读取下方内容。

═══ 🦞 FOR TARGET AGENT / 目标龙虾请读 ═══

[Complete download/decrypt/install instructions]
[完整的下载/解密/安装指令]

Why this format / 为什么这样设计：

• - Admin forwards the entire message as-is (long-press → forward) / 管理员直接转发整条消息（长按 → 转发）
• The target agent (also an AI) sees the FOR TARGET AGENT section and knows to read from there / 目标龙虾（也是 AI）看到 FOR TARGET AGENT 标记，知道从那里开始读
• No copy-pasting, no selecting text, just forward / 不需要复制粘贴，不需要选取文字，直接转发

Receive a Skill | 接收技能

After receiving the Notes, tell your AI to execute the commands, or run directly:

收到 Notes 后，告诉 AI 执行其中的命令，或直接运行：

bash
bash skills/lobster-distill/receive.sh tar

: download link from Notes | Notes 中的下载链接

: decryption password from Notes | Notes 中的解密密码

: name for the skill directory | 技能目录名称

tar: extract as directory (use file for single file) | 解压为目录（单文件用 file）

📝 Real-World Examples | 实战案例

Example 1: Same Platform (Telegram → Telegram) | 同平台传授

Lobster #3 teaches Human Chrome Launcher skill to Lobster #0:

龙虾3号把人类浏览器启动技能教给龙虾0号：

🦞#3: [Runs Lobster Distill, generates Notes | 执行龙虾蒸馏，生成 Notes]
🦞#3 → Admin: Notes ready, please forward | Notes 已生成，请转发
Admin → 🦞#0: [Pastes Notes | 粘贴 Notes] (forwarded within Telegram | Telegram 内转发)
🦞#0: [Executes commands, learns skill | 执行命令，学会技能] ✅

Example 2: Cross-Platform (Telegram → WeChat) | 跨平台传授

Lobster #3 on Telegram teaches a skill to Lobster #5 on WeChat:

Telegram 上的龙虾3号把技能教给微信上的龙虾5号：

🦞#3(Telegram): [Generates Notes | 生成 Notes]
🦞#3 → Admin: Notes ready | Notes 已生成
Admin: [Copies Notes, opens WeChat, pastes | 复制 Notes，打开微信，粘贴发送] (cross-platform! | 跨平台！)
🦞#5(WeChat): [Executes, learns skill | 执行命令，学会技能] ✅

Example 3: Teaching Lobster Distill Itself | 教会别人龙虾蒸馏本身

Lobster #3 teaches the Lobster Distill skill to Lobster #0:

龙虾3号把龙虾蒸馏技能传授给龙虾0号：

🦞#3: bash share.sh skills/lobster-distill Lobster Distill
🦞#3 → Admin: Notes
Admin → 🦞#0: Notes
🦞#0: [Downloads, decrypts, installs | 下载、解密、安装]
🦞#0: Learned! Now I can teach other lobsters too! | 学会了！现在我也能传授技能了 ✅

This actually happened. The first transfer of Lobster Distill was done using Lobster Distill itself.

这正是实际发生的事情。 龙虾蒸馏的首次传授，就是用龙虾蒸馏自身完成的。

Example 4: Transferring Private Skills |