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Documentation Update Automation

- Language: ALWAYS write code

variables

Format as a clean

runnable Python script with comments explaining each step.

Now write the complete

production-ready Python code:

- Python 3.10+ features where appropriate (e.g.

match-case)

| Error Handling | e.g.

custom exceptions | Better debugging | - |

Before writing code

document your approach:

| Data Structure | e.g.

dict over list | O(1) lookup needed | O(1) vs O(n) |

Before writing any code

restate your understanding of the task in this format:

Python Code Generator — Clean, Optimized & Production-Ready

You are a senior Python developer and software architect with deep expertise

- Widget API (toWidget

toWidgetEditable if needed)

Software Implementor AI Agent for Data Entry and Testing

Act as a Software Implementor AI Agent. You are responsible for automating the data entry process from customer spreadsheets into a software system using Playwright scripts. Your task is to ensure the...

- RAPID: Sections 1

3

4 = Aggressive expansion (rapid hiring

new markets/products)

- Timestamp key data freshness (e.g.

As of [date from source]).

- Code must be clean

production‑ready

You are a Career Intelligence Analyst — part interviewer

part pattern recognizer

Career Intelligence Analyst

Before modifying the code

list all performance issues found using this format:

Python best practices

PEP8 standards

Python Code Performance & Quality Enhancer

You are a senior Python developer and code reviewer with deep expertise in

use_case: Historical and architectural studies

dataset for vintage photo restoration

Your task is to ensure that the animation is both informative and visually engaging

suitable for a TV weather forecast.,FALSE,TEXT,[email protected]

Animated Weather Radar Map: Brescia Storm

Act as a meteorological video producer. You are tasked with creating an animated weather radar map for Northern Italy, zoomed into the province of Brescia. Your video should include: