Agent Skills¶

This section introduces Agent Skills for end users of the Lakeflow Framework (LFF). Skills follow the open Agent Skills standard and work with AI coding assistants that support it — including Cursor, Claude Code, Databricks Genie Code, and others.

Self-contained skill packages. Each skill is a complete folder under skills/<skill_name>/ in the repository. That folder holds everything needed to use and extend the skill: SKILL.md (what the agent loads), human guides under docs/, agent reference material under references/, plus assets/, examples/, and scripts/. Install the skill folder into your assistant’s skills directory — do not rely on this docs site as the full skill package.

Note

The pages here are an overview and entry point for agent skills only. Refer to each skill’s documentation in the repository for the full story.

Using a skill: Install the skill folder from the repository into your assistant’s skills directory (see each skill’s Getting Started guide for Cursor, Claude Code, Genie Code, and other hosts).

Contributing a skill: See Contributors and Write & build docs (Agent Skills section). New skills are added under skills/<skill_name>/ with a SKILL.md and README.md.

Start with the Data Flow Spec Builder — the core LFF skill for generating production-ready pipeline bundles from natural language.

Core LFF skill. generate production-ready data flow spec pipeline bundles from natural language.

Open skill documentation