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databricks-app-design

Skill

Design the UX of custom-code Databricks Apps (AppKit/React) data screens — KPI/overview pages, reports, charts, tables, and Genie/chat data assistants — mapped to concrete AppKit components. Use when BUILDING or reviewing the UI of an AppKit/React app that displays data or answers data questions: ch

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Install

git clone https://github.com/databricks/databricks-agent-skills.git ~/.claude/skills/databricks-app-design

What is databricks-app-design?

Design the UX of custom-code Databricks Apps (AppKit/React) data screens — KPI/overview pages, reports, charts, tables, and Genie/chat data assistants — mapped to concrete AppKit components. Use when BUILDING or reviewing the UI of an AppKit/React app that displays data or answers data questions: choosing genre, layout, charts, KPIs, semantic color, required states (loading/empty/error), IBCS notation, and AI-result trust (showing generated SQL/sources for Genie/chat). A plain "create a dashboard" request means a managed AI/BI (Lakeview) dashboard → use databricks-aibi-dashboards, NOT this skill. Also NOT for non-data frontend (forms, settings, auth, marketing) or scaffolding/build/deploy (→ databricks-apps). Complements databricks-apps; use it alongside whenever a custom app has a chart, table, KPI, report, or Genie/chat/AI surface.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~211 tokens of context used while enabled, before you invoke anything

Documentation

README · ~4 min read

Data App Design

Make Databricks data + AI apps that communicate clearly and compile to real AppKit code. This skill merges two bodies of knowledge and binds them to implementation:

  • Composition — what to show, how much to abstract, how to lay it out → references/dashboard-patterns.md
  • Notation — make comparable things look comparable; honest scales; scenario marks → references/ibcs-notation.md
  • Implementation — the exact AppKit components, hooks, and tokens to use → references/appkit-cheatsheet.md

Design advice that doesn't name a real component is incomplete. Always end at a component plan.

When to use / when NOT

  • USE for: the data screens of a custom-code Databricks App (AppKit/React) — overview/KPI pages, reports, metric/ontology pages, variance analysis, charts, tables, and Genie/NL data surfaces — design or critique.
  • Do NOT use for: authoring managed AI/BI (Lakeview) dashboards (→ databricks-aibi-dashboards), generic frontend (forms, auth, settings, marketing), or scaffolding/build/deploy (→ databricks-apps). A plain "create a dashboard" / "build a dashboard" request (no app / AppKit / React / custom-code signal) means a managed AI/BI (Lakeview) dashboard → use databricks-aibi-dashboards, not this skill. If a request is "add a form", "deploy this", or "build a Lakeview / AI-BI dashboard", this skill should not fire.

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