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Databricks Labs

Name: Databricks Labs
Author: hanxueyuan

by hanxueyuan · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ Security Clean

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Install in OpenClaw

/install databricks-labs

Description

Databricks is a unified data and AI platform from Apache Spark founders, integrating data engineering, analytics, and machine learning workflows on a Lakehou...

README (SKILL.md)

Databricks

Apache Spark创始团队创建的数据与AI平台，统一数据工程、分析和机器学习工作流。

历史时间线

2013年：Apache Spark创始团队（Matei Zaharia等）在伯克利创立Databricks
2016年：推出托管Spark云服务
2019年：推出Delta Lake，解决数据湖的可靠性问题
2021年：收购8K Technology，推出MLflow管理机器学习生命周期
2023年：推出Lakehouse Platform，统一数据+AI；估值430亿美元
2024年：年收入超20亿美元，估值约430亿美元，准备IPO

商业模式

基于云的Lakehouse平台（Databricks Workspace），按计算消耗（DBU）收费。产品覆盖：数据工程（Spark/Delta）、数据分析（SQL Warehouse）、机器学习（MLflow）、AI治理（Unity Catalog）、生成式AI（MosaicML）。

护城河分析

Apache Spark开源项目的创始团队——对核心技术的理解无人能及；Delta Lake开源标准的事实地位；Lakehouse架构统一数据湖和数据仓库，简化企业数据栈；开源+商业的双引擎模式。

关键数据

年收入超20亿美元（2024）；估值约430亿美元；全球约7,000名员工；超10,000家企业客户；Fortune 500超60%使用；Delta Lake被Apache基金会接纳为顶级项目。

有趣事实

Databricks的联合创始人Matei Zaharia在斯坦福读博期间开发了Apache Spark——当时他的研究课题是'如何让大数据分析更快'，结果Spark比当时最流行的Hadoop MapReduce快100倍（在内存中处理）。Databricks这个名字来源于'Data'+'Bricks'——意为用数据构建（bricks）智能。

Usage Guidance

This skill appears safe to install as a reference-only Databricks overview. As with any informational skill, users should independently verify business statistics if they need current or authoritative data.

Capability Analysis

Type: OpenClaw Skill Name: databricks-labs Version: 1.0.0 The skill bundle contains purely informational content about the company Databricks, including its history, business model, and market data. There is no executable code, network activity, or prompt injection attempts in SKILL.md or _meta.json.

Capability Assessment

✓ Purpose & Capability

The content is a coherent overview of Databricks history, business model, moat, and facts, matching the stated informational purpose.

✓ Instruction Scope

The skill provides reference information only and does not instruct the agent to take actions, use tools, override user intent, or access external systems.

✓ Install Mechanism

There is no install specification and no code files, so there is no apparent installation or runtime execution path to review.

✓ Credentials

The skill declares no required binaries, environment variables, credentials, config paths, or OS-specific access.

✓ Persistence & Privilege

No persistence, background behavior, credential use, account access, or privileged local/system access is shown in the artifacts.

How to Use

Make sure OpenClaw is installed (local or Docker)
Run the install command in chat: /install databricks-labs
After installation, invoke the skill by name or use /databricks-labs
Provide required inputs per the skill's parameter spec and get structured output

Version History

v1.0.0

Databricks Skill 1.0.0 初版发布 - 全新技能，涵盖Databricks平台的历史、核心产品、商业模式和技术护城河 - 总结了Lakehouse架构、Delta Lake、MLflow等关键创新 - 提供最新估值、公司规模、客户数等行业数据 - 适合探索大数据与AI平台演进、治理和开源商业化案例

Metadata

Slug databricks-labs

Version 1.0.0

License MIT-0

All-time Installs 0

Active Installs 0

Total Versions 1

Frequently Asked Questions

What is Databricks Labs?

Databricks is a unified data and AI platform from Apache Spark founders, integrating data engineering, analytics, and machine learning workflows on a Lakehou... It is an AI Agent Skill for Claude Code / OpenClaw, with 34 downloads so far.

How do I install Databricks Labs?

Run "/install databricks-labs" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Databricks Labs free?

Yes, Databricks Labs is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Databricks Labs support?

Databricks Labs is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Databricks Labs?

It is built and maintained by hanxueyuan (@hanxueyuan); the current version is v1.0.0.

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