cmjang

cmjang / isaaclab-to-mjlab

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Skill library for migrating IsaacLab projects to mjlab | 用于将 IsaacLab 项目迁移到 mjlab 的技能库

claude-code codex cursor gemini-cli isaaclab
32
1
100% credibility
Found Mar 06, 2026 at 32 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Shell
AI Summary

This repository offers a skill library and setup scripts to teach AI coding tools how to convert IsaacLab robotics projects to mjlab while maintaining identical behavior.

How It Works

1
🔍 Discover the Helper

You find this handy skill pack while looking for ways to update your robot simulation projects from one system to a newer one.

2
💾 Get the Pack

You download the simple pack to your computer so it's ready to use.

3
Pick Your AI Buddy
🧑‍💻
Claude or Gemini

For chat-based AI tools that guide your coding.

✏️
Cursor

For your project editor that suggests code changes.

📖
Codex

For your global coding companion.

4
🚀 Quick Setup

Run one easy command to add the skills to your chosen AI buddy, and it remembers them forever.

5
💬 Ask AI to Migrate

Tell your AI buddy to update your project, and it handles the switch smoothly while keeping everything working the same.

🎉 Project Updated!

Your robot simulation project is now fully modernized, behaving exactly as before but ready for the future.

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Star Growth

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AI-Generated Review

What is isaaclab-to-mjlab?

This Shell-based agent skill library helps migrate IsaacLab robotics simulation projects to native mjlab code paths, preserving exact behavior in rewards, observations, actions, and curricula without compatibility layers. Run simple bash install scripts to load migration rules into AI coding tools like Claude, Gemini CLI, Codex, or Cursor, turning them into isaaclab-to-mjlab experts. Developers get seamless porting for tasks like Anymal velocity tracking, dodging IsaacLab residue while embracing mjlab patterns.

Why is it gaining traction?

Unlike manual rewrites or half-baked wrappers, it enforces strict parity and mjlab-native outputs via tool-specific adapters, making AI-assisted migrations reliable and fast. The hook is one-command global or project installs that supercharge tools devs already use, like skill library claude or gemini setups, skipping boilerplate for production-ready sims. Early adopters praise the no-upstream-mod policy, fitting neatly into workflows akin to voyager skill library or mani skill github patterns.

Who should use this?

Robotics engineers porting IsaacLab envs to mjlab for better MuJoCo performance, especially those deep in legged locomotion or manipulation tasks. Isaac Sim users eyeing mujoco/mjlab switches, or teams integrating with openai.yaml agents for velocity commands and resets. Skip if you're not migrating—it's laser-focused on isaaclab library transitions.

Verdict

Worth a quick install for IsaacLab-to-mjlab migrants, but with 32 stars and 1.0% credibility score, it's raw early-stage: solid docs and scripts, no tests visible. Test on a side project before prime time.

(178 words)

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