Databricks Pipelines
databricks/databricks-agent-skills
Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks.
Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.
Install Databricks Jobs
$ npx skills add Kilo-Org/kilo-marketplace --skill databricks-jobs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Kilo-Org/kilo-marketplace databricks-jobs --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/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/databricks-jobs .claude/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .claude/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobsType 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 Kilo-Org/kilo-marketplace --skill databricks-jobs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Kilo-Org/kilo-marketplace databricks-jobs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/databricks-jobs .agents/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .agents/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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 Kilo-Org/kilo-marketplace --skill databricks-jobs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Kilo-Org/kilo-marketplace databricks-jobs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/databricks-jobs .cursor/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .cursor/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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/Kilo-Org/kilo-marketplace.git --path skills/databricks-jobs--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 Kilo-Org/kilo-marketplace --skill databricks-jobs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Kilo-Org/kilo-marketplace databricks-jobs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/databricks-jobs .gemini/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .gemini/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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 Kilo-Org/kilo-marketplace databricks-jobsInstalls 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 Kilo-Org/kilo-marketplace --skill databricks-jobs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/databricks-jobs .github/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .github/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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 Kilo-Org/kilo-marketplace --skill databricks-jobs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Kilo-Org/kilo-marketplace databricks-jobs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/databricks-jobs .opencode/skills/databricks-jobs && 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-jobs" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/databricks-jobs into .opencode/skills/databricks-jobs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "databricks-jobs", 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-jobs- GitHub stars
- 190
- Used in
- 1 other repo
- Token cost
- ~3.1k tokens
- SKILL.md length
- 550 words
- Files
- 10 (incl. references, assets)
- Skills in repo
- 86
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.
- Works in 4 steps: Validate: databricks bundle validate… → Deploy: databricks bundle deploy -t dev… → Run: databricks bundle run -t dev… → …
- Creating data engineering jobs with notebooks
- SKILL.md covers Reference Files, Scaffolding a New Job Project, Project Structure and Quick Start, plus 10 more sections
- Calls databricks, brew and uv; reaches github.com
What it does
Databricks Jobs is an agent skill from Kilo-Org/kilo-marketplace. Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI. Use when creating data engineering jobs with notebooks, Python wheels, SQL, dbt, or pipelines. Invoke BEFORE starting implementation.
Its SKILL.md is about 3.1k 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/examples.md` and `references/notifications-monitoring.md`).
It sits in Data & Analytics, covering Data pipelines and ETL and SQL. It works with Databricks, Python, dbt and SQL. The repository describes itself as: Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across the Kilo ecosystem—including Kilo Code (VS Code extension)…
When your agent uses it
- Creating data engineering jobs with notebooks
- Tasks that involve Data pipelines and ETL
- Tasks that involve SQL
Example prompts
- “/databricks-jobs”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Validate: databricks bundle validate --profile
- Deploy: databricks bundle deploy -t dev --profile
- Run: databricks bundle run -t dev --profile
- Check run status: databricks jobs get-run --run-id --profile
What it can do on your machine
Read from SKILL.md and the folder at commit ff51758. 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:
databricksbrewuv
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
docs.databricks.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 Jobs loads about 3.1k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 550 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 550 words (~3,142 tokens).
“FIRST: Use the parent databricks-core skill for CLI basics, authentication, profile selection, and data exploration commands.”
- name
- databricks-jobs
- metadata.category
- data
Files
SKILL.md and 9 other files (references, assets) in skills/databricks-jobs of Kilo-Org/kilo-marketplace.
- SKILL.md
- LICENSE
- agents/openai.yaml
- assets/databricks.png
- assets/databricks.svg
- local.patch
- references/examples.md
- references/notifications-monitoring.md
- references/task-types.md
- references/triggers-schedules.md
Open the folder on GitHubat commit ff51758
Used in 1 other repository
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Kilo-Org/kilo-marketplace, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Databricks Jobs 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 Jobs this skillKilo-Org/kilo-marketplace | 190 | 1 repos | ~3.1k | Automated safety check: Pass | Custom licence | |
| Databricks Pipelinesdatabricks/databricks-agent-skills | 345 | 1 repos | ~8.6k | Automated safety check: Pass | Custom licence | |
| Snowflake Developmentsickn33/agentic-awesome-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Snowflake Developmentalirezarezvani/claude-skills | 28k | — | ~3.2k | Automated safety check: Pass | MIT | |
| Dbt Databricks PR Readydatabricks/dbt-databricks | 380 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Modelersidequery/sidemantic | 129 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 |
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Works with
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Questions about Databricks Jobs
What does Databricks Jobs do?
Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI. Databricks Jobs is an agent skill from Kilo-Org/kilo-marketplace. Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.
When should I use Databricks Jobs?
Databricks Jobs fits situations like: creating data engineering jobs with notebooks; tasks that involve Data pipelines and ETL; tasks that involve SQL.
How do I install Databricks Jobs in Claude Code?
Run `npx skills add Kilo-Org/kilo-marketplace --skill databricks-jobs -a claude-code`. Or copy the skill folder (skills/databricks-jobs in Kilo-Org/kilo-marketplace) into .claude/skills/databricks-jobs in your project. Claude Code loads it when a task matches its description.
How do I install Databricks Jobs in Codex?
Run `npx skills add Kilo-Org/kilo-marketplace --skill databricks-jobs -a codex`. Or copy the skill folder (skills/databricks-jobs in Kilo-Org/kilo-marketplace) into .agents/skills/databricks-jobs in your project. Codex loads it when a task matches its description.
Can I use Databricks Jobs 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 Kilo-Org/kilo-marketplace --skill databricks-jobs -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-jobs, .gemini/skills/databricks-jobs, .github/skills/databricks-jobs and .opencode/skills/databricks-jobs in your project.
What does Databricks Jobs need to run?
Going by SKILL.md and its folder, Databricks Jobs needs the command-line tools its instructions call (databricks, brew and uv). Our summary lists: Python 3.
Does Databricks Jobs access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: docs.databricks.com. This is read from the text; nothing was executed.
Is Databricks Jobs 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 Jobs use?
Databricks Jobs has a licence file (from the LICENSE file in the skill folder) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Databricks Jobs use?
About 3.1k tokens (SKILL.md is roughly 13k 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 14k tokens, read only when the agent opens those files.
What are the alternatives to Databricks Jobs?
Skills that share tags, products or a category with Databricks Jobs: Databricks Pipelines (databricks/databricks-agent-skills, 345 stars), Snowflake Development (sickn33/agentic-awesome-skills, 47k stars), Snowflake Development (alirezarezvani/claude-skills, 28k stars) and Dbt Databricks PR Ready (databricks/dbt-databricks, 380 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Databricks Jobs?
Kilo-Org (a GitHub organization) maintains it in Kilo-Org/kilo-marketplace, which has 190 GitHub stars. The repository holds 86 skills in this directory. The repository was last updated on September 28, 2026.
Source: Kilo-Org/kilo-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.