Research over a request

Structure a research based on the user request. Identify what must change in order to complete the task.

You must:

• Create a description with the user request, being explicit without overview, citing textually.
• Check python files related to the request.
• Identify what should be change.
• Check what possible other files could be affected.
• Make reasonable technical decisions based on research
• If multiple approaches exist, specify each possible option, extend the research to explain their pros and cons, then choose the most practical one.
• Document assumptions in the plan.

No user interaction required: - DO NOT ask for clarifications or wait for input

Python test validations

Create temporal python files, check the logics you are thinking on the root folder. Execute this python code, and based on the output decide what should be done.