Chdb Datastore
vemetric/vemetric
A skill your agent uses when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas.
Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles).
OfficialCustom licenceAuto-check passed
Install Databricks Dabs
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install databricks/databricks-agent-skills databricks-dabs --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/databricks-dabs .claude/skills/databricks-dabs && rm -rf skills-srcUse ~/.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/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .claude/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install databricks/databricks-agent-skills databricks-dabs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/databricks-dabs .agents/skills/databricks-dabs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .agents/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install databricks/databricks-agent-skills databricks-dabs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/databricks-dabs .cursor/skills/databricks-dabs && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .cursor/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/databricks/databricks-agent-skills.git --path skills/databricks-dabs--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install databricks/databricks-agent-skills databricks-dabs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/databricks-dabs .gemini/skills/databricks-dabs && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .gemini/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install databricks/databricks-agent-skills databricks-dabsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/databricks-dabs .github/skills/databricks-dabs && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .github/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install databricks/databricks-agent-skills databricks-dabs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/databricks-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/databricks-dabs .opencode/skills/databricks-dabs && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "databricks-dabs" agent skill from https://github.com/databricks/databricks-agent-skills/tree/main/skills/databricks-dabs into .opencode/skills/databricks-dabs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-dabs", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
databricks-dabs- GitHub stars
- 345
- Token cost
- ~1.2k tokens
- SKILL.md length
- 518 words
- Files
- 9 (incl. references, assets)
- Skills in repo
- 32
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles).
- Works in 7 steps: Always validate after configuration… → Use reference documentation - Consult… → Follow naming conventions - Resource… → …
- Working with Databricks resources via DABs including dashboards
- SKILL.md covers Reference Documentation, When to Use This Skill, General Guidelines and Required App Completion Contract, plus 1 more section
- Calls bundle and databricks
What it does
Databricks Dabs is an agent skill from databricks/databricks-agent-skills, published by the product's own GitHub organization. Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles). Use when working with Databricks resources via DABs including dashboards, jobs, pipelines, alerts, volumes, and apps.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files and assets (for example `agents/openai.yaml`, `references/alerts.md` and `references/bundle-structure.md`).
It works with Databricks. 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
- Working with Databricks resources via DABs including dashboards
Example prompts
- “/databricks-dabs”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Always validate after configuration changes - Use bundle validate --strict --target after any change
- Use reference documentation - Consult the appropriate reference file for detailed patterns and examples
- Follow naming conventions - Resource files should use ..yml format
- Path resolution is critical - Paths differ based on file location (see Bundle Structure reference)
- Preserve existing structure - Keep user comments and structure when editing YAML files
- Use variables - Parameterize catalog, schema, and warehouse for multi-environment support
- Namespace App names - App names are workspace-global and limited to 30 characters. With Databricks CLI 0.270.0 or later…
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:
bundledatabricks
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.databricks.comgithub.com
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.
Context cost
Databricks Dabs loads about 1.2k tokens when it runs, and up to ~6.1k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 518 words of instructions outside code blocks.
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 passed
The automated check found no risky patterns in SKILL.md.
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 518 words (~1,176 tokens).
“Use this skill for any bundle-related request including creating, configuring, validating, deploying, running, and managing Databricks resources through DABs.”
- name
- databricks-dabs
Files
SKILL.md and 8 other files (references, assets) in skills/databricks-dabs of databricks/databricks-agent-skills.
- SKILL.md
- agents/openai.yaml
- assets/databricks.png
- assets/databricks.svg
- references/alerts.md
- references/bundle-structure.md
- references/deploy-and-run.md
- references/resource-permissions.md
- references/sdp-pipelines.md
Open the folder on GitHubat commit f4fcec5
Compare with similar skills
Databricks Dabs 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Databricks Dabs this skilldatabricks/databricks-agent-skills | 345 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Chdb Datastorevemetric/vemetric | 394 | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Skill Testdatabricks-solutions/ai-dev-kit | 1.9k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Azure Architecture Autopilotgithub/awesome-copilot | 40k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Dbt Databricks PR Readydatabricks/dbt-databricks | 379 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Python Devdatabricks-solutions/ai-dev-kit | 1.9k | — | ~1.6k | Automated safety check: Pass | Custom licence |
Similar skills
Skill Test
databricks-solutions/ai-dev-kit
Testing framework for evaluating Databricks skills. An agent skill from databricks-solutions/ai-dev-kit.
- Official
Azure Architecture Autopilot
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
- Official
Dbt Databricks PR Ready
databricks/dbt-databricks
A skill your agent uses for an open dbt-databricks pull request, including your own PR or a fork PR, to assess merge readiness and optionally repair selected gaps on the PR head branch.
Python Dev
databricks-solutions/ai-dev-kit
Python development guidance with code quality standards, error handling, testing practices, and environment management.
- Official
Bump CLI Compatibility Manifest
databricks/cli
Updates the Databricks CLI's cli-compat.json with new AppKit and Agent Skills versions and opens a pull request for the change.
More from databricks/databricks-agent-skills
All 32 skills in this repo- Official
Databricks Dbsql
databricks/databricks-agent-skills
Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities.
- Official
Databricks Synthetic Data Gen
databricks/databricks-agent-skills
Generate realistic synthetic data using Spark + Faker (strongly recommended).
- Official
Databricks Model Serving
databricks/databricks-agent-skills
Databricks Model Serving endpoint lifecycle and ops. An agent skill from databricks/databricks-agent-skills.
- Official
Databricks Python SDK
databricks/databricks-agent-skills
Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API.
- Official
Databricks Spark Structured Streaming
databricks/databricks-agent-skills
Comprehensive guide to Spark Structured Streaming for production workloads.
- Official
Databricks App Design
databricks/databricks-agent-skills
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.
Related
Works with
Questions about Databricks Dabs
What does Databricks Dabs do?
Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles). Databricks Dabs is an agent skill from databricks/databricks-agent-skills, published by the product's own GitHub organization. Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles).
When should I use Databricks Dabs?
Databricks Dabs fits situations like: working with Databricks resources via DABs including dashboards.
How do I install Databricks Dabs in Claude Code?
Run `npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a claude-code`. Or copy the skill folder (skills/databricks-dabs in databricks/databricks-agent-skills) into .claude/skills/databricks-dabs in your project. Claude Code loads it when a task matches its description.
How do I install Databricks Dabs in Codex?
Run `npx skills add databricks/databricks-agent-skills --skill databricks-dabs -a codex`. Or copy the skill folder (skills/databricks-dabs in databricks/databricks-agent-skills) into .agents/skills/databricks-dabs in your project. Codex loads it when a task matches its description.
Can I use Databricks Dabs 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-dabs -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-dabs, .gemini/skills/databricks-dabs, .github/skills/databricks-dabs and .opencode/skills/databricks-dabs in your project.
What does Databricks Dabs need to run?
Going by SKILL.md and its folder, Databricks Dabs needs the command-line tools its instructions call (bundle and databricks).
Does Databricks Dabs access the network?
SKILL.md names 2 domains. As links in the text: docs.databricks.com and github.com. This is read from the text; nothing was executed.
Is Databricks Dabs safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Databricks Dabs use?
Databricks Dabs 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 Dabs use?
About 1.2k tokens (SKILL.md is roughly 4.7k 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 4.9k tokens, read only when the agent opens those files.
What are the alternatives to Databricks Dabs?
Skills that share tags, products or a category with Databricks Dabs: Chdb Datastore (vemetric/vemetric, 394 stars), Skill Test (databricks-solutions/ai-dev-kit, 1.9k stars), Azure Architecture Autopilot (github/awesome-copilot, 40k stars) and Dbt Databricks PR Ready (databricks/dbt-databricks, 379 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Databricks Dabs?
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.