Excel and CSV Data Analysis
bytedance/deer-flow
Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown.
“MUST use when writing DuckDB queries.”
Custom licenceAuto-check passed
Install Write Script Duckdb
$ npx skills add windmill-labs/windmill --skill write-script-duckdb -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install windmill-labs/windmill write-script-duckdb --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/windmill-labs/windmill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .claude/skills/write-script-duckdb && 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 "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .claude/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdbType 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 windmill-labs/windmill --skill write-script-duckdb -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install windmill-labs/windmill write-script-duckdb --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/windmill-labs/windmill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .agents/skills/write-script-duckdb && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .agents/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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 windmill-labs/windmill --skill write-script-duckdb -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install windmill-labs/windmill write-script-duckdb --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/windmill-labs/windmill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .cursor/skills/write-script-duckdb && 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 "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .cursor/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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/windmill-labs/windmill.git --path system_prompts/auto-generated/skills/write-script-duckdb--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 windmill-labs/windmill --skill write-script-duckdb -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install windmill-labs/windmill write-script-duckdb --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/windmill-labs/windmill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .gemini/skills/write-script-duckdb && 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 "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .gemini/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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 windmill-labs/windmill write-script-duckdbInstalls 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 windmill-labs/windmill --skill write-script-duckdb -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/windmill-labs/windmill.git skills-src && mkdir -p .github/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .github/skills/write-script-duckdb && 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 "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .github/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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 windmill-labs/windmill --skill write-script-duckdb -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install windmill-labs/windmill write-script-duckdb --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/windmill-labs/windmill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/system_prompts/auto-generated/skills/write-script-duckdb .opencode/skills/write-script-duckdb && 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 "write-script-duckdb" agent skill from https://github.com/windmill-labs/windmill/tree/main/system_prompts/auto-generated/skills/write-script-duckdb into .opencode/skills/write-script-duckdb/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-script-duckdb", 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
write-script-duckdb- GitHub stars
- 18k
- Token cost
- ~2.3k tokens
- SKILL.md length
- 1,246 words
- Files
- 1
- Skills in repo
- 42
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
- SKILL.md covers CLI Commands, General Principles, Return Values and Preprocessor Scripts, plus 3 more sections
- Calls git
About this skill
Write Script Duckdb is a skill in windmill-labs/windmill (18k stars). Its SKILL.md is about 2.3k tokens. Licence: Custom licence.
What it can do on your machine
Read from SKILL.md and the folder at commit eab3dd5. 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:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Write Script Duckdb loads about 2.3k tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 1,246 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 1,246 words (~2,301 tokens).
- name
- write-script-duckdb
Files
Just SKILL.md in system_prompts/auto-generated/skills/write-script-duckdb of windmill-labs/windmill.
Open the folder on GitHubat commit eab3dd5
Compare with similar skills
Write Script Duckdb 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 |
|---|---|---|---|---|---|---|
| Write Script Duckdb this skillwindmill-labs/windmill | 18k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Excel and CSV Data Analysisbytedance/deer-flow | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Cognee Community Packagestopoteretes/cognee | 32k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Spatialduckdb/duckdb-skills | 599 | 1 repos | ~1k | Automated safety check: Notes | MIT | |
| Record Vhs Demobruin-data/bruin | 1.8k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Arcgis To Portaljsdatopian/portaljs | 2.4k | — | ~2k | Automated safety check: Pass | MIT |
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Questions about Write Script Duckdb
How do I install Write Script Duckdb in Claude Code?
Run `npx skills add windmill-labs/windmill --skill write-script-duckdb -a claude-code`. Or copy the skill folder (system_prompts/auto-generated/skills/write-script-duckdb in windmill-labs/windmill) into .claude/skills/write-script-duckdb in your project. Claude Code loads it when a task matches its description.
How do I install Write Script Duckdb in Codex?
Run `npx skills add windmill-labs/windmill --skill write-script-duckdb -a codex`. Or copy the skill folder (system_prompts/auto-generated/skills/write-script-duckdb in windmill-labs/windmill) into .agents/skills/write-script-duckdb in your project. Codex loads it when a task matches its description.
Can I use Write Script Duckdb 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 windmill-labs/windmill --skill write-script-duckdb -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/write-script-duckdb, .gemini/skills/write-script-duckdb, .github/skills/write-script-duckdb and .opencode/skills/write-script-duckdb in your project.
What does Write Script Duckdb need to run?
Going by SKILL.md and its folder, Write Script Duckdb needs the command-line tools its instructions call (git).
Does Write Script Duckdb access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Write Script Duckdb 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 Write Script Duckdb use?
Write Script Duckdb 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 Write Script Duckdb use?
About 2.3k tokens (SKILL.md is roughly 9.2k 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 Write Script Duckdb?
Skills that share tags, products or a category with Write Script Duckdb: Excel and CSV Data Analysis (bytedance/deer-flow, 83k stars), Cognee Community Packages (topoteretes/cognee, 32k stars), Spatial (duckdb/duckdb-skills, 599 stars) and Record Vhs Demo (bruin-data/bruin, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Write Script Duckdb?
windmill-labs (a GitHub organization) maintains it in windmill-labs/windmill, which has 18,117 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 7, 2026.
Source: windmill-labs/windmill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.