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Official agent skill

Databricks Aibi Dashboards

by databricks in databricks/databricks-agent-skills

Create Databricks AI/BI dashboards. An agent skill from databricks/databricks-agent-skills.

OfficialCustom licenceAuto-check: notesDatabases

Install Databricks Aibi Dashboards

skills CLI
$ npx skills add databricks/databricks-agent-skills --skill databricks-aibi-dashboards -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install databricks/databricks-agent-skills databricks-aibi-dashboards --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/databricks-aibi-dashboards .claude/skills/databricks-aibi-dashboards && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
databricks-aibi-dashboards
GitHub stars
345
Token cost
~8.7k tokens
SKILL.md length
3,293 words
Files
10 (incl. references, assets)
Skills in repo
32
Repo updated
First seen
Licence
Custom licence

At a glance

Create Databricks AI/BI dashboards. An agent skill from databricks/databricks-agent-skills.

  • Works in 11 steps: Get Warehouse ID if not already known → Discover Table Schemas and existing data… → Verify Data Matches Story → …
  • Deploying Lakeview dashboards as Databricks Dashboard have a unique json structure
  • SKILL.md covers Quick Reference, Widget Index (Version + Where…, NEW DASHBOARD CREATION WORKFLOW and UPDATING AN EXISTING DASHBOARD, plus 6 more sections
  • Calls databricks and jq

What it does

Databricks Aibi Dashboards is an agent skill from databricks/databricks-agent-skills, published by the product's own GitHub organization. Create Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure. CRITICAL: You MUST test ALL SQL queries via CLI BEFORE deploying. Follow guidelines strictly.

Its SKILL.md is about 8.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including reference files and assets (for example `agents/openai.yaml`, `references/1-widget-specifications.md` and `references/2-advanced-widget-specifications.md`). Compatibility notes: Requires databricks CLI (= v1.0.0)

It sits in Databases, covering SQL. It works with Databricks and SQL. The repository describes itself as: Databricks AI Tools: skills and plugins for building on Databricks with Claude Code, Cursor, Codex, GitHub Copilot, and other AI coding agents.

When your agent uses it

  • Deploying Lakeview dashboards as Databricks Dashboard have a unique json structure
  • Tasks that involve SQL

Example prompts

  • “/databricks-aibi-dashboards”

Requirements

  • Compatibility (from SKILL.md): Requires databricks CLI (>= v1.0.0)

Workflow steps

11 steps, taken from the step headings in SKILL.md.

  1. Get Warehouse ID if not already known
  2. Discover Table Schemas and existing data pattern
  3. Verify Data Matches Story
  4. Plan Dashboard Structure
  5. Deploy
  6. DATASET ARCHITECTURE
  7. WIDGET FIELD EXPRESSIONS
  8. SPARK SQL PATTERNS
  9. LAYOUT (12-Column Grid, NO GAPS)
  10. CARDINALITY & READABILITY (CRITICAL)
  11. QUALITY CHECKLIST

What it can do on your machine

Read from SKILL.md and the folder at commit f4fcec5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • databricks
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires databricks CLI (>= v1.0.0)

    From compatibility in the SKILL.md frontmatter.

Context cost

Databricks Aibi Dashboards loads about 8.7k tokens when it runs, and up to ~33k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 3,293 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~8.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~33k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:148
    st from `databricks auth env -o json` → `.env.DATABRICKS_HOST`). Note the `v3` — `/sql/dashboards/` without it is the wr

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 3,293 words (~8,708 tokens).

“Create Databricks AI/BI dashboards (formerly Lakeview dashboards). A dashboard should be showing something relevant for a human, typically some KPI on the top, and based on the story, some graph (often temporal), and we see "something happens". Follow these guidelines…”

— opening of SKILL.md by databricks, Custom licence
name
databricks-aibi-dashboards
compatibility
Requires databricks CLI (>= v1.0.0)
metadata.version
0.2.1
parent
databricks-core

Read the full SKILL.md on GitHub

Files

SKILL.md and 9 other files (references, assets) in skills/databricks-aibi-dashboards of databricks/databricks-agent-skills.

  • SKILL.md
  • agents/openai.yaml
  • assets/databricks.png
  • assets/databricks.svg
  • references/1-widget-specifications.md
  • references/2-advanced-widget-specifications.md
  • references/3-filters.md
  • references/4-examples.md
  • references/5-troubleshooting.md
  • references/6-custom-visualizations.md

Open the folder on GitHubat commit f4fcec5

Compare with similar skills

Databricks Aibi Dashboards next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Databricks Aibi Dashboards compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Databricks Aibi Dashboards this skilldatabricks/databricks-agent-skills345—~8.7kAutomated safety check: NotesCustom licence
Mendix Odata Pushdownmendixlabs/mxcli128—~2.5kAutomated safety check: PassApache-2.0
SQL Correctnessdatabricks-solutions/ai-dev-kit1.9k—~438Automated safety check: PassCustom licence
SQL Queriesw95/awesome-claude-corporate-skills2353 repos~2.8kAutomated safety check: PassMIT
Optimizing Databricks SQLAltimateAI/data-engineering-skills127—~6.7kAutomated safety check: PassMIT
Databricksrocky-data/rocky304—~2kAutomated safety check: PassApache-2.0

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  • SQL Correctness

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Works with

Categories

Questions about Databricks Aibi Dashboards

What does Databricks Aibi Dashboards do?

Create Databricks AI/BI dashboards. An agent skill from databricks/databricks-agent-skills. Databricks Aibi Dashboards is an agent skill from databricks/databricks-agent-skills, published by the product's own GitHub organization. Create Databricks AI/BI dashboards.

When should I use Databricks Aibi Dashboards?

Databricks Aibi Dashboards fits situations like: deploying Lakeview dashboards as Databricks Dashboard have a unique json structure; tasks that involve SQL.

How do I install Databricks Aibi Dashboards in Claude Code?

Run `npx skills add databricks/databricks-agent-skills --skill databricks-aibi-dashboards -a claude-code`. Or copy the skill folder (skills/databricks-aibi-dashboards in databricks/databricks-agent-skills) into .claude/skills/databricks-aibi-dashboards in your project. Claude Code loads it when a task matches its description.

How do I install Databricks Aibi Dashboards in Codex?

Run `npx skills add databricks/databricks-agent-skills --skill databricks-aibi-dashboards -a codex`. Or copy the skill folder (skills/databricks-aibi-dashboards in databricks/databricks-agent-skills) into .agents/skills/databricks-aibi-dashboards in your project. Codex loads it when a task matches its description.

Can I use Databricks Aibi Dashboards in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add databricks/databricks-agent-skills --skill databricks-aibi-dashboards -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/databricks-aibi-dashboards, .gemini/skills/databricks-aibi-dashboards, .github/skills/databricks-aibi-dashboards and .opencode/skills/databricks-aibi-dashboards in your project.

What does Databricks Aibi Dashboards need to run?

Going by SKILL.md and its folder, Databricks Aibi Dashboards needs the command-line tools its instructions call (databricks and jq). Compatibility (from SKILL.md): Requires databricks CLI (>= v1.0.0).

Does Databricks Aibi Dashboards access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Databricks Aibi Dashboards safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Databricks Aibi Dashboards use?

Databricks Aibi Dashboards has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Databricks Aibi Dashboards use?

About 8.7k tokens (SKILL.md is roughly 35k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 24k tokens, read only when the agent opens those files.

What are the alternatives to Databricks Aibi Dashboards?

Skills that share tags, products or a category with Databricks Aibi Dashboards: Mendix Odata Pushdown (mendixlabs/mxcli, 128 stars), SQL Correctness (databricks-solutions/ai-dev-kit, 1.9k stars), SQL Queries (w95/awesome-claude-corporate-skills, 235 stars) and Optimizing Databricks SQL (AltimateAI/data-engineering-skills, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Databricks Aibi Dashboards?

databricks (a GitHub organization, an official publisher) maintains it in databricks/databricks-agent-skills, which has 345 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 6, 2026.

Source: databricks/databricks-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.