Skip to content
Back to skills

1 Basic Application Structure

ASecurity

Sub-skill of dash: 1. Basic Application Structure.

  • 17 stars
  • 0 votes
  • 0 copies
  • 2 views
  • Added September 9, 2026
datapythongobashexpress

Security analysis

A100/100

Scanned September 9, 2026

npx -y skills add vamseeachanta/workspace-hub --skill 1-basic-application-structure --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of 1 Basic Application Structure?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for 1 Basic Application Structure
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/vamseeachanta-1-basic-application-structure/badge)](https://www.skillsdirectory.com/skills/vamseeachanta-1-basic-application-structure)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: dash-1-basic-application-structure
description: 'Sub-skill of dash: 1. Basic Application Structure.'
version: 1.0.0
category: data-analysis
type: reference
scripts_exempt: true
---

# 1. Basic Application Structure

## 1. Basic Application Structure


**Minimal Dash App:**
```python
from dash import Dash, html, dcc
import plotly.express as px
import pandas as pd

# Initialize app
app = Dash(__name__)

# Sample data
df = pd.DataFrame({
    "Fruit": ["Apples", "Oranges", "Bananas", "Apples", "Oranges", "Bananas"],
    "Amount": [4, 1, 2, 2, 4, 5],
    "City": ["SF", "SF", "SF", "NYC", "NYC", "NYC"]
})

# Create figure
fig = px.bar(df, x="Fruit", y="Amount", color="City", barmode="group")

# Layout
app.layout = html.Div([
    html.H1("Hello Dash"),
    html.P("This is a simple Dash application."),
    dcc.Graph(id="example-graph", figure=fig)
])

# Run server
if __name__ == "__main__":
    app.run(debug=True)
```

**Run the app:**
```bash
python app.py
# Visit http://127.0.0.1:8050/
```

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.