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Agent skill

Organizing Streamlit Code

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

Organizing Streamlit code for maintainability. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

Apache-2.0Auto-check passed

Install Organizing Streamlit Code

skills CLI
$ npx skills add iusztinpaul/designing-real-world-ai-agents-workshop --skill organizing-streamlit-code -a claude-code

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

GitHub CLI
$ gh skill install iusztinpaul/designing-real-world-ai-agents-workshop organizing-streamlit-code --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/organizing-streamlit-code .claude/skills/organizing-streamlit-code && 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/

Facts

Skill name
organizing-streamlit-code
GitHub stars
513
Token cost
~606 tokens
SKILL.md length
156 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
Apache-2.0

At a glance

Organizing Streamlit code for maintainability. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

  • Structuring apps with separate modules and utilities
  • SKILL.md covers When to split, Directory structure, Separating UI from logic and Avoid if name == "main", plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Organizing Streamlit Code is an agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Organizing Streamlit code for maintainability. Use when structuring apps with separate modules and utilities. Covers separation of concerns, keeping UI code clean, and import patterns.

Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Streamlit. 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

  • Structuring apps with separate modules and utilities

Example prompts

  • “/organizing-streamlit-code”

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

    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.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

Organizing Streamlit Code loads about 606 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 156 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~53
When it runs · the whole SKILL.md, loaded when a task matches
~606

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). 156 words, ~606 tokens.

Download SKILL.mdSave it as .claude/skills/organizing-streamlit-code/SKILL.md (or your agent's skills folder).
name
organizing-streamlit-code
description
Organizing Streamlit code for maintainability. Use when structuring apps with separate modules and utilities. Covers separation of concerns, keeping UI code clean, and import patterns.
license
Apache-2.0

Streamlit code organization

For most simple apps, keep everything in one file—it's cleaner and more straightforward. The app file should read like a normal Python script for data processing, with a few Streamlit commands sprinkled in.

Name the main file streamlit_app.py (Streamlit's default).

When to split

Keep in one file (most apps):

  • Apps under ~1000 lines
  • One-off scripts and prototypes
  • Apps where logic is straightforward

Consider splitting when:

  • Data processing is complex (50+ lines of non-UI code)
  • Multiple pages share logic
  • You want to test business logic separately

If splitting makes sense, here's how to organize it.

Directory structure

my-app/
├── streamlit_app.py      # Main entry point
├── app_pages/            # Page UI modules
│   ├── dashboard.py
│   └── settings.py
└── utils/                # Business logic & helpers
    ├── data.py
    └── api.py

Separating UI from logic

When you do split, keep Streamlit files focused on UI and move complex logic to utility modules:

python
# streamlit_app.py - UI-focused
import streamlit as st
from utils.data import load_sales_data, compute_metrics

st.title("Sales Dashboard")

start = st.date_input("Start")
end = st.date_input("End")

data = load_sales_data(start, end)
metrics = compute_metrics(data)

st.metric("Revenue", f"${metrics['revenue']:,.0f}")
st.dataframe(data)

Avoid if name == "main"

Streamlit apps run the entire file on each interaction. Don't use the main guard in Streamlit files.

python
# BAD - don't do this in streamlit_app.py or pages
if __name__ == "__main__":
    main()

# GOOD - just put the code directly
import streamlit as st

st.title("My App")

The main guard is fine in utility modules for quick testing:

python
# utils/data.py
def load_data(path):
    ...

# Optional: test this module directly with `python utils/data.py`
if __name__ == "__main__":
    print(load_data("test.csv"))

References

© iusztinpaul, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/developing-with-streamlit/skills/organizing-streamlit-code of iusztinpaul/designing-real-world-ai-agents-workshop.

Open the folder on GitHubat commit ea4f6e9

Compare with similar skills

Organizing Streamlit Code 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.

Organizing Streamlit Code compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Organizing Streamlit Code this skilliusztinpaul/designing-real-world-ai-agents-workshop513—~606Automated safety check: PassApache-2.0
Paper FiguresEvoScientist/EvoSkills4751 repos~4.4kAutomated safety check: PassApache-2.0
Changesetwhitphx/stlite1.7k—~1.9kAutomated safety check: PassApache-2.0
Updating Docs For Releasestreamlit/docs178—~4kAutomated safety check: PassApache-2.0
Echarts Streamlit Syncandfanilo/streamlit-echarts-demo146—~1kAutomated safety check: PassNone
Streamlit Rebasewhitphx/stlite1.7k—~2.3kAutomated safety check: PassApache-2.0

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Works with

Questions about Organizing Streamlit Code

What does Organizing Streamlit Code do?

Organizing Streamlit code for maintainability. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Organizing Streamlit Code is an agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. Organizing Streamlit code for maintainability.

When should I use Organizing Streamlit Code?

Organizing Streamlit Code fits situations like: structuring apps with separate modules and utilities.

How do I install Organizing Streamlit Code in Claude Code?

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

How do I install Organizing Streamlit Code in Codex?

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

Can I use Organizing Streamlit Code 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 organizing-streamlit-code -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/organizing-streamlit-code, .gemini/skills/organizing-streamlit-code, .github/skills/organizing-streamlit-code and .opencode/skills/organizing-streamlit-code in your project.

What does Organizing Streamlit Code need to run?

SKILL.md names no scripts, command-line tools or credentials: Organizing Streamlit Code is instructions for the agent only. Our summary lists: Python 3.

Does Organizing Streamlit Code access the network?

SKILL.md names 1 domain. As links in the text: docs.streamlit.io. This is read from the text; nothing was executed.

Is Organizing Streamlit Code 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 Organizing Streamlit Code use?

Organizing Streamlit Code 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 Organizing Streamlit Code use?

About 606 tokens (SKILL.md is roughly 2.4k 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 Organizing Streamlit Code?

Skills that share tags, products or a category with Organizing Streamlit Code: Paper Figures (EvoScientist/EvoSkills, 475 stars), Changeset (whitphx/stlite, 1.7k stars), Updating Docs For Release (streamlit/docs, 178 stars) and Echarts Streamlit Sync (andfanilo/streamlit-echarts-demo, 146 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Organizing Streamlit Code?

iusztinpaul (a GitHub user) maintains it in iusztinpaul/designing-real-world-ai-agents-workshop, which has 513 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.