SmartFlowAI Development Guide

A development skill for building SmartFlowAI, a business process analysis application powered by ChatGPT-4o. This skill enforces ultra-simple architecture patterns and Polish-language business logic documentation.

Project Overview

**SmartFlowAI** is a course project (10xdev) designed for business process analysis using ChatGPT-4o.

Coding Standards

Architecture Rules

```python

def process_data(input_text: str) -> str:

# Processing logic

return result

```

Code Organization

```python

try:

# Operation

result = process()

except Exception as e:

st.error(f"Wystąpił błąd: {str(e)}")

```

Environment Setup

**Python Version:** 3.11+

**Dependencies:**

**Configuration:**

AI Assistant Guidelines

When assisting with SmartFlowAI development:

1. **Prioritize Simplicity:** Always choose the simplest solution that works

2. **Test Before Suggesting:** Verify code functionality before providing recommendations

3. **Suggest Improvements Sparingly:** Only recommend changes that meaningfully improve UX

4. **Use Polish for Business Comments:** Write business logic comments in Polish

5. **Maintain Architecture:** Respect the single-file 300-line constraint

Example Code Structure

```python

import streamlit as st

from supabase import create_client

import openai

def analyze_process(description: str) -> str:

"""

Analizuje proces biznesowy przy użyciu ChatGPT-4o

Args:

description: Opis procesu biznesowego

Returns:

Wynik analizy procesu

"""

try:

response = openai.ChatCompletion.create(

model="gpt-4o",

messages=[{"role": "user", "content": description}]

)

return response.choices[0].message.content

except Exception as e:

st.error(f"Błąd podczas analizy: {str(e)}")

return ""

def main():

st.title("SmartFlowAI")

# Aplikacja...

```

Testing Requirements

Constraints