ai-agent

VLA-Handbook: Master Vision‑Language‑Action Skills for Robotics Teams

Name: VLA-Handbook: Master Vision‑Language‑Action Skills for Robotics Teams
Author: sou350121

A concise, Chinese, hands‑on guide that prepares algorithm engineers for VLA roles and robotics interview challenges. Ideal for founders hiring AI talent.

From the repo · “本项目旨在为致力于进入VLA(Vision-Language-Action)领域的算法工程师提供一份全中文、实战导向的学习/面试手册。不同于通用的 CV/NLP 面试指南，本项目聚焦于 Robotics 特有的挑战”

734 stars+24★ this week45 forksHTMLGuide quality 8/10 · reviewed Oct 10Updated 10/22/2026100% free · open source

What it does

The VLA-Handbook provides a comprehensive, Chinese-language learning and evaluation guide for VLA algorithm engineers, focusing on robotics challenges and practical applications.

When to use it

•When preparing for a VLA-related interview with a focus on robotics
•As a resource for learning VLA fundamentals with a practical orientation
•To stay updated on the latest robotics challenges in the VLA domain

Ready-to-paste prompt

Open the `README.md` file and navigate to the section on 'Robotics Challenges' to learn about the specific challenges addressed in the handbook

Heads up: The VLA-Handbook is a Chinese-language resource, so users who are not proficient in Chinese may need to use translation tools or find alternative resources

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/vla-handbook && curl -fsSL https://workflowstacks.com/api/skills/vla-handbook/claude-skill -o ~/.claude/skills/vla-handbook/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How VLA-Handbook: Master Vision‑Language‑Action Skills for Robotics Teams works

Codeflow

Free to inspect

VLA-Handbook: Master Vision‑Language‑Action Skills for Robotics Teams is mostly documents (1298 doc files, 15 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, CC-BY-4.0 license.

Size

Mostly documents

1298 documents · 15 small scripts · days to read — use, don't read

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

HTML 88%Python 12%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows

What's in each folder

docs/Documentation2 files

theory/Folder774 files

memory/Folder359 files

reports/Folder54 files

deployment/Deployment / infrastructure50 files

question-bank/Folder15 files

companies/Folder13 files

scripts/Helper scripts13 files

READMEDocumentedCC-BY-4.0 licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/vla-handbook && curl -fsSL https://workflowstacks.com/api/skills/vla-handbook/claude-skill -o ~/.claude/skills/vla-handbook/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

sou350121

Language

HTML