smolvla-so101-pen

Automate pen pick-and-place tasks on a real SO-101 follower arm using a VLA policy.

Updated Jul 5, 2026
One-click install
npx skills add https://github.com/bensonlee5/openral --skill smolvla-so101-pen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: smolvla-so101-pen
Source: https://github.com/bensonlee5/openral/tree/main/rskills/smolvla-so101-pen
Command: npx skills add https://github.com/bensonlee5/openral --skill smolvla-so101-pen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openral, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates precise robotic arm operations for pen pick-and-place tasks, eliminating the need for manual control and enabling efficient, repeatable automation.

Core Features & Use Cases

  • Pen Pick-and-Place Automation: Execute precise pick-and-place actions on a pen using a robotic arm.
  • Real SO-101 Follower Arm: Designed for the SO-101 follower arm, offering compatibility and seamless integration.
  • Vision-Language-Action (VLA) Policy: Employs a VLA policy for robust control and adaptability.
  • Use Case: Imagine you need to pick up and place pens on a table. This Skill can automate the entire process, ensuring accuracy and efficiency.

Quick Start

Use the smolvla-so101-pen skill to pick and place a pen on the table.

Frequently Asked Questions about smolvla-so101-pen

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate robotic arm pen pick-and-place tasks?

Automate pen pick-and-place tasks using a VLA policy to control a real SO-101 follower arm. This approach eliminates manual control, providing precise, repeatable automation for robotic manipulation.

What is a VLA policy for robotic arm manipulation?

A VLA policy, or Vision-Language-Action policy, enables robust control and adaptability for robotic arm operations. It allows the SO-101 follower arm to execute precise actions like pen pick-and-place autonomously.

Do I need OpenRAL to run the SO-101 pen pick-and-place automation?

Yes, you need the OpenRAL runtime to execute the robotic arm operations. You also need to download specific model weights from the Hugging Face Hub to run the VLA policy.

Can I use this VLA policy with a different robotic arm?

This VLA policy is specifically designed for the real SO-101 follower arm. It offers compatibility and seamless integration for the SO-101 hardware, ensuring accurate pen pick-and-place execution.

How does the SO-101 robotic arm handle precise object manipulation?

The SO-101 follower arm handles precise object manipulation by leveraging a VLA policy for robust control. This enables the robotic arm to perform accurate pick-and-place actions on a pen without manual intervention.