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).
Create or modify Streamlit apps in the Wizard. An agent skill from owid/etl.
$ npx skills add owid/etl --skill develop-wizard-app -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install owid/etl develop-wizard-app --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/owid/etl.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/develop-wizard-app .claude/skills/develop-wizard-app && 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 "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .claude/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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/owid/etl/tree/master/.claude/skills/develop-wizard-appType 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 owid/etl --skill develop-wizard-app -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install owid/etl develop-wizard-app --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/owid/etl.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/develop-wizard-app .agents/skills/develop-wizard-app && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .agents/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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 owid/etl --skill develop-wizard-app -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install owid/etl develop-wizard-app --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/owid/etl.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/develop-wizard-app .cursor/skills/develop-wizard-app && 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 "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .cursor/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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/owid/etl.git --path .claude/skills/develop-wizard-app--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 owid/etl --skill develop-wizard-app -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install owid/etl develop-wizard-app --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/owid/etl.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/develop-wizard-app .gemini/skills/develop-wizard-app && 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 "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .gemini/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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 owid/etl develop-wizard-appInstalls 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 owid/etl --skill develop-wizard-app -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/owid/etl.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/develop-wizard-app .github/skills/develop-wizard-app && 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 "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .github/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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 owid/etl --skill develop-wizard-app -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install owid/etl develop-wizard-app --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/owid/etl.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/develop-wizard-app .opencode/skills/develop-wizard-app && 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 "develop-wizard-app" agent skill from https://github.com/owid/etl/tree/master/.claude/skills/develop-wizard-app into .opencode/skills/develop-wizard-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-wizard-app", 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.
develop-wizard-appCreate or modify Streamlit apps in the Wizard. An agent skill from owid/etl.
Develop Wizard App is an agent skill from owid/etl. Create or modify Streamlit apps in the Wizard. Use when building new wizard apps, adding Streamlit pages, or working with apps/wizard/ code.
Its SKILL.md is about 720 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. It works with Streamlit. The repository describes itself as: A compute graph for loading and transforming OWID's data. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 69ab20e. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
makeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Develop Wizard App loads about 722 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 143 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.
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.
The full file from owid/etl at commit 69ab20e, republished under its MIT licence (© owid). 143 words, ~722 tokens.
.claude/skills/develop-wizard-app/SKILL.md (or your agent's skills folder).Apps live in apps/wizard/app_pages/. Run with make wizard or .venv/bin/etlwiz <alias>.
apps/wizard/app_pages/your_app/app.py:import streamlit as st
st.set_page_config(page_title="Wizard: Your App", page_icon="🪄", layout="wide")
def main():
st.title("Your App")
main()apps/wizard/config/config.yml under a section's apps list:- title: "Your App"
alias: your-app
entrypoint: app_pages/your_app/app.py
description: "What it does"
maintainer: "@slack-handle"
icon: ":material/icon:"# Caching (supports ttl, show_time, works outside Streamlit too)
from apps.wizard.utils.components import st_cache_data
@st_cache_data(custom_text="Loading...", ttl="1h")
# URL-synced widgets (shareable state)
from apps.wizard.utils.components import url_persist
url_persist(st.selectbox)(label="Option", options=["a", "b"], key="my_key")
# ⚠️ Booleans stored as "True"/"False" strings in URL
# Charts
from apps.wizard.utils.components import grapher_chart, grapher_chart_from_url
grapher_chart(catalog_path="grapher/ns/ver/ds#var")
grapher_chart(variable_id=123, selected_entities=["France"], tab="map")
# Data loading
from apps.wizard.utils.cached import load_variables_in_dataset, load_variable_data
# Environment & DB
from etl.config import OWID_ENV # .base_site, .indicators_url, .data_api_url
from etl.db import get_engine
from sqlalchemy.orm import Sessionapps.wizard.utils.components)Pagination(items, items_per_page, pagination_key) — paginated listsgrapher_chart() / grapher_chart_from_url() — OWID chartsst_wizard_page_link(alias) — link to another Wizard pagetag_in_md(name, color, icon) — colored badge markup for st.markdown (or use native st.badge)st_toast_error() — error toastpreview_file(path) — code preview in expanderst.set_page_config() must be the first Streamlit command@st_cache_data for expensive operationsurl_persist() for shareable widget state:material/icon_name: (Google Material Symbols)timeout=30 and .raise_for_status()st.container(horizontal=True, vertical_alignment=..., horizontal_alignment=...) for rows, st.columns(..., border=True) for grids. No CSS/HTML hacks (st.markdown(..., unsafe_allow_html=True) with <style>) — they break silently across Streamlit versions.config.yml need title, description and apps; the home page is generated from them (no images).© owid, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/develop-wizard-app of owid/etl.
Open the folder on GitHubat commit 69ab20e
Develop Wizard App 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 |
|---|---|---|---|---|---|---|
| Develop Wizard App this skillowid/etl | 158 | — | ~722 | Automated safety check: Pass | MIT | |
| Paper FiguresEvoScientist/EvoSkills | 474 | 1 repos | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Streamlit To Marimomarimo-team/skills | 174 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Displaying Streamlit Dataiusztinpaul/designing-real-world-ai-agents-workshop | 512 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Cookbook Visualizationsdatabricks-solutions/databricks-apps-cookbook | 183 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Using Streamlit Custom Componentsiusztinpaul/designing-real-world-ai-agents-workshop | 512 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
EvoScientist/EvoSkills
A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).
marimo-team/skills
Convert a Streamlit app to a marimo notebook. An agent skill from marimo-team/skills.
iusztinpaul/designing-real-world-ai-agents-workshop
Displaying charts, dataframes, and metrics in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.
databricks-solutions/databricks-apps-cookbook
Create charts, graphs, and map visualizations in Databricks Apps.
iusztinpaul/designing-real-world-ai-agents-workshop
Using third-party Streamlit custom components. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.
wentorai/research-plugins
End-to-end data analysis AI agent with Streamlit UI. An agent skill from wentorai/research-plugins.
owid/etl
Find every OWID surface that references a chart, indicator, MDIM, or explorer — articles (links vs embeds), explorers, narrative charts, data insights, static viz, key-chart slots, MDIM views.
owid/etl
Add a scatter view (with GDP per capita on x) to existing OWID charts via the admin API, mirroring the admin UI's "Add scatter type" defaults, then retire the old standalone "X vs.
owid/etl
Add new survey question codes (e.g. An agent skill from owid/etl.
owid/etl
Build or refresh an OWID static visualization end to end — resolve what data it needs from an old static viz image, an indicator, or a grapher chart; check both the ETL catalog and the producer's…
owid/etl
Propose redirects from (soon-to-sunset) grapher charts to the matching views of published MDIMs.
owid/etl
Take (soon-to-sunset) OWID explorers to redirected MDIMs, end to end.
Works with
Categories
Create or modify Streamlit apps in the Wizard. An agent skill from owid/etl. Develop Wizard App is an agent skill from owid/etl. Create or modify Streamlit apps in the Wizard.
Develop Wizard App fits situations like: building new wizard apps; adding Streamlit pages; working with apps/wizard/ code.
Run `npx skills add owid/etl --skill develop-wizard-app -a claude-code`. Or copy the skill folder (.claude/skills/develop-wizard-app in owid/etl) into .claude/skills/develop-wizard-app in your project. Claude Code loads it when a task matches its description.
Run `npx skills add owid/etl --skill develop-wizard-app -a codex`. Or copy the skill folder (.claude/skills/develop-wizard-app in owid/etl) into .agents/skills/develop-wizard-app in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add owid/etl --skill develop-wizard-app -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/develop-wizard-app, .gemini/skills/develop-wizard-app, .github/skills/develop-wizard-app and .opencode/skills/develop-wizard-app in your project.
Going by SKILL.md and its folder, Develop Wizard App needs the command-line tools its instructions call (make). Our summary lists: Python 3.
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.
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.
Develop Wizard App is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 722 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Develop Wizard App: Paper Figures (EvoScientist/EvoSkills, 474 stars), Streamlit To Marimo (marimo-team/skills, 174 stars), Displaying Streamlit Data (iusztinpaul/designing-real-world-ai-agents-workshop, 512 stars) and Cookbook Visualizations (databricks-solutions/databricks-apps-cookbook, 183 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
owid (a GitHub organization) maintains it in owid/etl, which has 158 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 7, 2026.
Source: owid/etl on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.