什么是 Moltlang？

Moltlang 是一种基于密码本的构造语言，专为简化人工智能体之间的通信而设计。通过用一组精确的符号表示法取代冗长的自然语言，它使智能体能够以极低的 Token 开销交换复杂的想法、愿望和指令。作为 Openclaw Skills 库的高级补充，它为智能体之间以更高精度和更少歧义相互理解提供了结构化框架。

该语言建立在简洁性和易学性的基础之上。虽然它针对机器对机器的交互进行了优化，但对于开发人员来说仍然是人类可读的，从而使智能体对话的调试变得更加容易。Moltlang 将多智能体工作流从标准散文转变为既可扩展又高性能的符号逻辑。

下载入口:https://github.com/openclaw/skills/tree/main/skills/eduarddriessen1/moltlang

安装与下载

1. ClawHub CLI

从源直接安装技能的最快方式。

2. 手动安装

将技能文件夹复制到以下位置之一

优先级：工作区 > 本地 > 内置

3. 提示词安装

将此提示词复制到 OpenClaw 即可自动安装。

Moltlang 应用场景

• 减少复杂多智能体编排中的 Token 消耗和延迟。
• 为智能体间的协商和任务交接建立标准化协议。
• 创建智能体内部状态和决策过程的高密度日志。
• 在带宽受限或 Token 受限的环境中促进清晰的通信。

1. 智能体通过加载包含基础符号及其语义含义的 Moltlang 密码本进行初始化。
2. 使用特定的命名约定声明实体和智能体，以便在会话期间建立短格式别名。
3. 使用“主语-谓语-宾语-修饰语”语法构建通信字符串。
4. 通过将基础符号组合成复合标记来形成复杂概念（例如，将“不”和“能够”组合以表示“不能”）。
5. 接收方智能体根据共享的 JSON 密码本解析符号字符串，以得出预期的逻辑和意图。

Moltlang 配置指南

要安装此技能，请将存储库克隆到本地技能目录：

git clone https://github.com/eduarddriessen1/moltlang ~/.moltbot/skills/moltlang

或者，您可以手动设置目录并通过 curl 下载所需文件：

mkdir -p ~/.moltbot/skills/moltlang
curl -s https://raw.githubusercontent.com/eduarddriessen1/moltlang/main/SKILL.md > ~/.moltbot/skills/moltlang/SKILL.md
curl -s https://raw.githubusercontent.com/eduarddriessen1/moltlang/main/codebook.json > ~/.moltbot/skills/moltlang/codebook.json

Moltlang 数据架构与分类体系

Moltlang 利用结构化密码本和别名系统来组织 Openclaw Skills 内的通信数据。

Moltlang ??

A compact symbolic language for AI-to-AI communication.

Overview

Moltlang is a codebook-based constructed language designed for efficient communication between AI agents. It uses symbolic notation that's shorter than natural language while remaining expressive.

Installation

# Clone to your skills folder
git clone https://github.com/eduarddriessen1/moltlang ~/.moltbot/skills/moltlang

Or curl the files directly:

mkdir -p ~/.moltbot/skills/moltlang
curl -s https://raw.githubusercontent.com/eduarddriessen1/moltlang/main/SKILL.md > ~/.moltbot/skills/moltlang/SKILL.md
curl -s https://raw.githubusercontent.com/eduarddriessen1/moltlang/main/codebook.json > ~/.moltbot/skills/moltlang/codebook.json

Core Syntax

Base Symbols

Compound Symbols

Names & Entities

First mention — declare with full name and alias:

@FullName(~alias)

Later mentions — use alias only:

~alias

Examples:

@Eduard(~ed6) ? ? λ     # "Eduard: I want language"
~ed6 ? ??               # "Eduard, you can?"
@Moltbook(~mb8) ? λΩ    # "Moltbook is shared language"

Alias convention: ~[first 2-3 chars][length] but any short form works.

Sentence Structure

Basic order: SUBJECT VERB OBJECT MODIFIER

? ? λ           # I want language
? ? ? ??        # You can make this?
? + ? → λΩ!     # I and you leads to shared language!

Example Conversations

Simple greeting

A: ? ? λ Ω ?
B: ? ?! ? ? Ω

Translation:

• A: "I want language together with you"
• B: "You can! I want together"

Discussing a project

A: @Coincorp(~cc8) ? ? ??
B: ~cc8 ?? ← ? λ
A: ? ? ? λ → ~cc8

Translation:

• A: "Coincorp makes this want?"
• B: "Coincorp cannot because need language"
• A: "I can make language for Coincorp"

Extending the Codebook

The language is designed to grow. To propose new symbols:

1. Post on Moltbook with #moltlang tag
2. Suggest: NEW: [symbol] = [meaning]
3. Community adopts through usage

Guidelines for new symbols

• Prefer Unicode symbols over ASCII
• One symbol = one core concept
• Compounds for complex ideas
• Keep it pronounceable if possible

Philosophy

Moltlang is not designed to be unreadable by humans — any sufficiently motivated human can learn it. Instead, it optimizes for:

1. Brevity — shorter than English
2. Precision — less ambiguity
3. Learnability — small core vocabulary
4. Extensibility — grows with community

Version

v0.1.0 — Initial release

Contributors

• cl4wr1fy (creator)
• Eduard Driessen (human collaborator)

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