Agent skill

Setting Up Streamlit Environment

by iusztinpaul in iusztinpaul/designing-real-world-ai-agents-workshop

Setting up Python environments for Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

Apache-2.0Auto-check passedDevelopment

Install Setting Up Streamlit Environment

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .claude/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .claude/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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

$skill-installer install https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment

Type 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.

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .agents/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .agents/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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.

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .cursor/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .cursor/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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

$ gemini skills install https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git --path .agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .gemini/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .gemini/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment

Installs 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).

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .github/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .github/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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.

skills CLI

$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop setting-up-streamlit-environment --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment .opencode/skills/setting-up-streamlit-environment && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "setting-up-streamlit-environment" agent skill from https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop/tree/main/.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment into .opencode/skills/setting-up-streamlit-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setting-up-streamlit-environment", 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: setting-up-streamlit-environment
GitHub stars: 512
Token cost: ~787 tokens
SKILL.md length: 261 words
Files: 1
Skills in repo: 23
Repo updated: Jun 3, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Setting up Python environments for Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

Creating a new project
SKILL.md covers CRITICAL: Always Use Latest…, Using uv, Full project setup and With options, plus 5 more sections
Calls uv and streamlit
Managing dependencies

What it does

Setting Up Streamlit Environment is an agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Setting up Python environments for Streamlit apps. Use when creating a new project or managing dependencies. Covers uv for dependency management and running apps.

Its SKILL.md is about 790 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 Development, covering Dependency management. It works with Streamlit and Python. The repository describes itself as: Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video. The licence is Apache-2.0.

When your agent uses it

Creating a new project
Managing dependencies

Example prompts

“/setting-up-streamlit-environment”

Requirements

Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ea4f6e9. 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:
- uv
- streamlit
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.astral.sh
- docs.streamlit.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

Setting Up Streamlit Environment loads about 787 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 261 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~49
When it runs · the whole SKILL.md, loaded when a task matches: ~787

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

The full file from iusztinpaul/designing-real-world-ai-agents-workshop at commit ea4f6e9, republished under its Apache-2.0 licence (© iusztinpaul). 261 words, ~787 tokens.

Download SKILL.mdSave it as .claude/skills/setting-up-streamlit-environment/SKILL.md (or your agent's skills folder).

name: setting-up-streamlit-environment
description: Setting up Python environments for Streamlit apps. Use when creating a new project or managing dependencies. Covers uv for dependency management and running apps.
license: Apache-2.0

Streamlit environment

Use whatever dependency management the project already has (pip, poetry, conda, etc.). If starting fresh and uv is available, it's a good default—fast, reliable, and creates isolated environments automatically.

If uv is not installed, ask the user before installing it.

CRITICAL: Always Use Latest Streamlit

Always specify streamlit>=1.53.0 (or latest) in dependencies. Many Streamlit features and patterns in these skills require recent versions. Older streamlit versions will cause errors with:

Material icons (:material/icon_name:)
st.pills(), st.segmented_control()
Modern caching decorators
Navigation APIs

When setting up a new project or fixing an existing one, always check and update the streamlit version.

Using uv

If uv is available, here's how to set up a Streamlit project.

Quick start (venv only)

For simple apps, just create a virtual environment:

bash

uv venv
source .venv/bin/activate  # or .venv\Scripts\activate on Windows
uv pip install streamlit

Run with:

bash

streamlit run streamlit_app.py

Full project setup

For larger projects or when you need reproducible builds:

bash

uv init my-streamlit-app
cd my-streamlit-app
uv add streamlit

This creates:

pyproject.toml with dependencies
uv.lock for reproducible builds
.venv/ virtual environment

Run with:

bash

uv run streamlit run streamlit_app.py

With options

Avoid setting options unless you have a specific reason:

bash

streamlit run streamlit_app.py --server.headless true  # Only for automated/CI environments

Add dependencies

bash

# With venv approach
uv pip install plotly snowflake-connector-python

# With full project (uv init)
uv add plotly snowflake-connector-python

Project structure

Keep it simple. For most apps:

my-streamlit-app/
├── .venv/
└── streamlit_app.py

Only add more when needed:

app_pages/ → Only for multi-page apps
.streamlit/config.toml → Only if customizing theme or settings
.streamlit/secrets.toml → Only if using secrets (add to .gitignore)
pyproject.toml → Only if using uv init for reproducible builds

Convention

Name your main file streamlit_app.py for consistency. This is what Streamlit expects by default.

What goes in the main module:

When using navigation: it's a router that defines pages and runs them
When there's no navigation: it's the home page with your main content

pyproject.toml Example

toml

[project]
name = "my-streamlit-app"
version = "0.1.0"
requires-python = ">=3.11"
dependencies = [
    "streamlit>=1.53.0",
    "plotly>=5.0.0",
    "snowflake-connector-python>=3.0.0",
]

[tool.uv]
dev-dependencies = [
    "pytest>=8.0.0",
]

References

Files

Just SKILL.md in .agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment of iusztinpaul/designing-real-world-ai-agents-workshop.

Open the folder on GitHubat commit ea4f6e9

Compare with similar skills

Setting Up Streamlit Environment 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.

Setting Up Streamlit Environment compared with similar skills
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Senior Architect Toolkitmaslennikov-ig/claude-code-orchestrator-kit	260	8 repos	~1.2k	Automated safety check: Notes	Custom licence	7 mo ago
Python Project Creatorhaddock-development/claude-reflect-system	379	—	~1.4k	Automated safety check: Notes	None	8 mo ago
Changesetwhitphx/stlite	1.7k	—	~1.9k	Automated safety check: Pass	Apache-2.0	yesterday
Uv Package ManagerYikai-Liao/symusic	189	16 repos	~4k	Automated safety check: Notes	MIT	1 mo ago

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Works with

Questions about Setting Up Streamlit Environment

What does Setting Up Streamlit Environment do?

Setting up Python environments for Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Setting Up Streamlit Environment is an agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Setting up Python environments for Streamlit apps.

When should I use Setting Up Streamlit Environment?

Setting Up Streamlit Environment fits situations like: creating a new project; managing dependencies.

How do I install Setting Up Streamlit Environment in Claude Code?

Run `npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a claude-code`. Or copy the skill folder (.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment in iusztinpaul/designing-real-world-ai-agents-workshop) into .claude/skills/setting-up-streamlit-environment in your project. Claude Code loads it when a task matches its description.

How do I install Setting Up Streamlit Environment in Codex?

Run `npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a codex`. Or copy the skill folder (.agents/skills/developing-with-streamlit/skills/setting-up-streamlit-environment in iusztinpaul/designing-real-world-ai-agents-workshop) into .agents/skills/setting-up-streamlit-environment in your project. Codex loads it when a task matches its description.

Can I use Setting Up Streamlit Environment 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 iusztinpaul/designing-real-world-ai-agents-workshop --skill setting-up-streamlit-environment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/setting-up-streamlit-environment, .gemini/skills/setting-up-streamlit-environment, .github/skills/setting-up-streamlit-environment and .opencode/skills/setting-up-streamlit-environment in your project.

What does Setting Up Streamlit Environment need to run?

Going by SKILL.md and its folder, Setting Up Streamlit Environment needs the command-line tools its instructions call (uv and streamlit). Our summary lists: Python 3.

Does Setting Up Streamlit Environment access the network?

SKILL.md names 2 domains. As links in the text: docs.astral.sh and docs.streamlit.io. This is read from the text; nothing was executed.

Is Setting Up Streamlit Environment 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 Setting Up Streamlit Environment use?

Setting Up Streamlit Environment is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Setting Up Streamlit Environment use?

About 787 tokens (SKILL.md is roughly 3.1k 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 Setting Up Streamlit Environment?

Skills that share tags, products or a category with Setting Up Streamlit Environment: Merge Dependabot PRs (onyx-dot-app/onyx, 32k stars), Senior Architect Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), Python Project Creator (haddock-development/claude-reflect-system, 379 stars) and Changeset (whitphx/stlite, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Setting Up Streamlit Environment?

iusztinpaul (a GitHub user) maintains it in iusztinpaul/designing-real-world-ai-agents-workshop, which has 512 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on June 3, 2026.

Source: iusztinpaul/designing-real-world-ai-agents-workshop on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Setting Up Streamlit Environment

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Streamlit environment

CRITICAL: Always Use Latest Streamlit

Using uv

Quick start (venv only)

Full project setup

With options

Add dependencies

Project structure

Convention

pyproject.toml Example

References

Files

Compare with similar skills

Similar skills

More from iusztinpaul/designing-real-world-ai-agents-workshop

Related

Questions about Setting Up Streamlit Environment