organizing-streamlit-code

Organize Streamlit code into modular directories separating UI, logic, and data access.

Updated Jan 27, 2026
One-click install
npx skills add https://github.com/erickfmm/transformer-encoder-frankestein --skill organizing-streamlit-code-erickfmm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: organizing-streamlit-code
Source: https://github.com/erickfmm/transformer-encoder-frankestein/tree/main/.agents/skills/developing-with-streamlit/skills/organizing-streamlit-code
Command: npx skills add https://github.com/erickfmm/transformer-encoder-frankestein --skill organizing-streamlit-code-erickfmm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Structuring Streamlit projects to improve maintainability and reduce complexity by separating UI, logic, and utilities across a clear directory layout.

Core Features & Use Cases

  • Modular UI: Organize pages and UI components into dedicated modules (e.g., app_pages/ dashboard.py, settings.py) to simplify navigation and testing.
  • Separation of concerns: Move business logic, data loading, and API calls into utilities and data modules to keep streamlit_app.py focused on presentation.
  • Scalability guidance: Provide a scalable structure that supports growth from a single-file app to multi-page, multi-module projects.

Quick Start

Organize your Streamlit project by moving UI components and business logic into separate folders and importing them in your main app.

Frequently Asked Questions about organizing-streamlit-code

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I organize a multi-page Streamlit app into a modular project structure?

Organizing Streamlit code involves moving UI components into an app_pages directory and business logic into utils to separate concerns. This modular structure keeps streamlit_app.py focused on presentation, simplifying navigation and testing for multi-page dashboards.

What is the best way to separate business logic from UI code in Streamlit?

Separating business logic in Streamlit means moving data loading and API calls into dedicated utilities and data modules. This keeps streamlit_app.py focused on presentation, ensuring maintainability and testability across your application.

Can I use a modular directory layout for a small single-file Streamlit app?

A modular directory layout works for small Streamlit apps by providing a scalable structure that supports growth from a single-file app to multi-page projects. It enforces dedicated modules and import conventions to maintain consistency as the application expands.

When do I need to refactor my Streamlit code into separate modules?

You should refactor Streamlit code into separate modules when increasing complexity threatens maintainability. If your team needs a consistent project layout for multi-page dashboards or reusable components, a directory pattern with dedicated modules improves testability and scalable collaboration.

Why does my Streamlit dashboard code become hard to maintain as it grows?

Streamlit dashboard code becomes hard to maintain when UI, logic, and data access are mixed together. Applying a modular structure with dedicated modules for app_pages and utils enforces separation of concerns, restoring maintainability and supporting scalable collaboration.