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.