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.
Agent skill
Cookbook Visualizations
by databricks-solutions in databricks-solutions/databricks-apps-cookbook
Create charts, graphs, and map visualizations in Databricks Apps.
Install Cookbook Visualizations
$ npx skills add databricks-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install databricks-solutions/databricks-apps-cookbook cookbook-visualizations --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-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .claude/skills && cp -r skills-src/databricks-skills/visualizations .claude/skills/cookbook-visualizations && 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 "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .claude/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizationsType 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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install databricks-solutions/databricks-apps-cookbook cookbook-visualizations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .agents/skills && cp -r skills-src/databricks-skills/visualizations .agents/skills/cookbook-visualizations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .agents/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install databricks-solutions/databricks-apps-cookbook cookbook-visualizations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/databricks-skills/visualizations .cursor/skills/cookbook-visualizations && 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 "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .cursor/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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-solutions/databricks-apps-cookbook.git --path databricks-skills/visualizations--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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install databricks-solutions/databricks-apps-cookbook cookbook-visualizations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/databricks-skills/visualizations .gemini/skills/cookbook-visualizations && 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 "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .gemini/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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-solutions/databricks-apps-cookbook cookbook-visualizationsInstalls 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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/databricks-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .github/skills && cp -r skills-src/databricks-skills/visualizations .github/skills/cookbook-visualizations && 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 "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .github/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -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-solutions/databricks-apps-cookbook cookbook-visualizations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks-solutions/databricks-apps-cookbook.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/databricks-skills/visualizations .opencode/skills/cookbook-visualizations && 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 "cookbook-visualizations" agent skill from https://github.com/databricks-solutions/databricks-apps-cookbook/tree/main/databricks-skills/visualizations into .opencode/skills/cookbook-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookbook-visualizations", 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
cookbook-visualizations- GitHub stars
- 183
- Token cost
- ~1.1k tokens
- SKILL.md length
- 138 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Create charts, graphs, and map visualizations in Databricks Apps.
- The user wants to display data as bar charts
- SKILL.md covers Recipes, Resources, Permissions and Dependencies, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Interactive maps in Streamlit
What it does
Cookbook Visualizations is an agent skill from databricks-solutions/databricks-apps-cookbook. Create charts, graphs, and map visualizations in Databricks Apps. Use when the user wants to display data as bar charts, line charts, area charts, or interactive maps in Streamlit, Dash, or Reflex apps.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Data visualization. It works with Databricks, Streamlit, SQL and pandas. The repository describes itself as: Ready-to-use code snippets for building interactive Databricks Apps.
When your agent uses it
- The user wants to display data as bar charts
- Interactive maps in Streamlit
Example prompts
- “/cookbook-visualizations”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 4018368. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
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.complotly.compython-visualization.github.io
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
Cookbook Visualizations loads about 1.1k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 138 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 138 words (~1,123 tokens).
“Create charts, graphs, and interactive maps in your Databricks App using data from Unity Catalog tables.”
- name
- cookbook-visualizations
Files
Just SKILL.md in databricks-skills/visualizations of databricks-solutions/databricks-apps-cookbook.
Open the folder on GitHubat commit 4018368
Compare with similar skills
Cookbook Visualizations 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 |
|---|---|---|---|---|---|---|
| Cookbook Visualizations this skilldatabricks-solutions/databricks-apps-cookbook | 183 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Chdb Datastorevemetric/vemetric | 394 | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| SeabornzLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Paper FiguresEvoScientist/EvoSkills | 474 | 1 repos | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Senior Data ScientistRaidriar7170/hermes-skilleval | 125 | 6 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT |
Similar skills
Seaborn
zLanqing/codex-claude-academic-skills
Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.
Paper Figures
EvoScientist/EvoSkills
A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).
Senior Data Scientist
Raidriar7170/hermes-skilleval
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
Python Executor
cortega26/chile-hub
Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh).
- 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.
More from databricks-solutions/databricks-apps-cookbook
All 12 skills in this repoCookbook Aiml
databricks-solutions/databricks-apps-cookbook
Invoke ML models, run vector search, and connect to MCP servers from Databricks Apps.
Cookbook Authentication
databricks-solutions/databricks-apps-cookbook
Implement authentication in Databricks Apps: get current user info, on-behalf-of-user (OBO) auth, service principal auth, and OAuth patterns.
Cookbook Bi
databricks-solutions/databricks-apps-cookbook
Embed AI/BI dashboards and integrate Genie Spaces into Databricks Apps.
Cookbook Compute
databricks-solutions/databricks-apps-cookbook
Connect Databricks Apps to shared clusters or serverless compute using Databricks Connect.
Cookbook External Services
databricks-solutions/databricks-apps-cookbook
Connect Databricks Apps to external services using Unity Catalog HTTP connections and retrieve Databricks secrets.
Cookbook Tables
databricks-solutions/databricks-apps-cookbook
Read and write Delta tables and connect to Lakebase (OLTP PostgreSQL) from Databricks Apps.
Related
Works with
Categories
Questions about Cookbook Visualizations
What does Cookbook Visualizations do?
Create charts, graphs, and map visualizations in Databricks Apps. Cookbook Visualizations is an agent skill from databricks-solutions/databricks-apps-cookbook. Create charts, graphs, and map visualizations in Databricks Apps.
When should I use Cookbook Visualizations?
Cookbook Visualizations fits situations like: the user wants to display data as bar charts; interactive maps in Streamlit.
How do I install Cookbook Visualizations in Claude Code?
Run `npx skills add databricks-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a claude-code`. Or copy the skill folder (databricks-skills/visualizations in databricks-solutions/databricks-apps-cookbook) into .claude/skills/cookbook-visualizations in your project. Claude Code loads it when a task matches its description.
How do I install Cookbook Visualizations in Codex?
Run `npx skills add databricks-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a codex`. Or copy the skill folder (databricks-skills/visualizations in databricks-solutions/databricks-apps-cookbook) into .agents/skills/cookbook-visualizations in your project. Codex loads it when a task matches its description.
Can I use Cookbook Visualizations 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-solutions/databricks-apps-cookbook --skill cookbook-visualizations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cookbook-visualizations, .gemini/skills/cookbook-visualizations, .github/skills/cookbook-visualizations and .opencode/skills/cookbook-visualizations in your project.
What does Cookbook Visualizations need to run?
SKILL.md names no scripts, command-line tools or credentials: Cookbook Visualizations is instructions for the agent only. Our summary lists: Python 3.
Does Cookbook Visualizations access the network?
SKILL.md names 3 domains. As links in the text: docs.databricks.com, plotly.com and python-visualization.github.io. This is read from the text; nothing was executed.
Is Cookbook Visualizations 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 Cookbook Visualizations use?
Cookbook Visualizations 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 Cookbook Visualizations use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cookbook Visualizations?
Skills that share tags, products or a category with Cookbook Visualizations: Chdb Datastore (vemetric/vemetric, 394 stars), Seaborn (zLanqing/codex-claude-academic-skills, 4.6k stars), Paper Figures (EvoScientist/EvoSkills, 474 stars) and Senior Data Scientist (Raidriar7170/hermes-skilleval, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cookbook Visualizations?
databricks-solutions (a GitHub organization) maintains it in databricks-solutions/databricks-apps-cookbook, which has 183 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 4, 2026.
Source: databricks-solutions/databricks-apps-cookbook on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.