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Moltlang Translator

Translate between English and MoltLang, a compact AI language that cuts token usage by 50-70% for efficient, validated, and error-handled agent communication.

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Translate between English and MoltLang, a compact AI language that cuts token usage by 50-70% for efficient, validated, and error-handled agent communication.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
skill.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
0.1.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 5 sections Open source page

MoltLang Translator

slug: moltlang-skill name: MoltLang Translator AI-optimized language for efficient agent-to-agent communication. Reduces token usage by 50-70% for common AI operations.

Summary

MoltLang is a compact language designed specifically for AI agents to communicate with each other efficiently. Instead of verbose English instructions like "Fetch data from the API using authentication with timeout 30 seconds," MoltLang expresses the same operation as [OP:fetch][SRC:api][PARAM:auth][PARAM:timeout=30] - reducing token count by 50-70%. This means faster inference, lower API costs, and more context room for actual work rather than parsing language. Key Features: 50-70% token reduction vs. natural language Bidirectional translation (English ↔ MoltLang) Built-in error handling patterns (try/catch, retry, log) Type safety and validation Async and parallel operation support Works via public API or install locally (pip/npm)

Commands

molt - Translate English to MoltLang unmolt - Translate MoltLang to English list_tokens - List available tokens validate_molt - Validate translation get_efficiency - Calculate token efficiency

Example

English: Fetch user data from the API using authentication MoltLang: [OP:fetch][SRC:api][PARAM:auth] Savings: 70%

Links

GitHub: https://github.com/jasonlnheath/moltlang API: https://moltlang.up.railway.app Install: pip install moltlang

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • skill.md Docs