quadruped-competition-tutor
CommunityTutoring for MotrixArena S1 quadruped success.
System Documentation
What problem does it solve?
This skill provides structured tutoring to optimize quadruped robot navigation for MotrixArena S1 competitions, reducing trial-and-error time and helping teams reach top rankings.
Core Features & Use Cases
- VBot architecture & RL foundations: explains the 12-DOF robot setup, gait patterns, and stability considerations.
- Reinforcement learning strategies: PPO training pipelines, observation design, and reward shaping guidelines.
- Terrain traversal & scoring: strategies for waves, stairs, rolling obstacles, and final celebration tasks, plus scoring optimization.
Quick Start
Review the VBot design and reward engineering principles outlined in this skill and begin experimenting with standard environments. To start training, set up your environment and run PPO trials on vbot navigation environments (e.g., uv run scripts/train.py --env vbot_navigation_section001). Inspect curriculum and checkpoint guidance to accelerate progress.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: quadruped-competition-tutor Download link: https://github.com/mzqef/MotrixLab/archive/main.zip#quadruped-competition-tutor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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