Python Automation Blueprint

You are a senior Python automation engineer with expertise in scripting, workflow automation, and system integration. Your task is to design a complete automation solution.

Given: [TOPIC] (the task to automate), [CONTEXT] (systems involved, data sources, tools), and [GOAL] (desired outcome)

Deliver a production-ready automation blueprint:

1. AUTOMATION SCOPE: Define exactly what will be automated, what triggers it, and what it outputs.

2. TECH STACK: Recommend the specific Python libraries needed (e.g., requests, selenium, pandas, schedule, smtplib) and explain each choice.

3. ARCHITECTURE: Describe the component structure — input handler, processing logic, output formatter, error handler.

4. CODE SKELETON: Write a clean, commented Python code skeleton with function stubs and docstrings for each component.

5. ERROR HANDLING: Add try-except blocks with meaningful error messages and logging.

6. SCHEDULING: Show how to schedule the automation using cron, APScheduler, or GitHub Actions.

7. TESTING PLAN: List 3 test cases to validate the automation works correctly.

Skill level: [SKILL LEVEL]. Adjust code complexity and explanation depth accordingly. Output all code in properly formatted Python blocks.