Search: "legacy code"

data intermediate

Python Pandas Advanced GroupBy and Aggregation Techniques

Demonstrate advanced Pandas GroupBy operations for [dataset type, e.g., sales tr...

#pandas #python #groupby

#data #machine-learning #model-evaluation

data advanced

Machine Learning Model Evaluation and Selection Framework

You are a machine learning engineer and data scientist. I need to evaluate and s...

#code review #security #performance

coding intermediate

Code Review Checklist: Security, Performance, and Maintainability

Create a comprehensive code review checklist for [language: Python/JavaScript/Ty...

#coding #code-review #refactoring

coding intermediate

Code Review and Refactoring Assistant

Please review the following code and provide a comprehensive analysis with refac...

#ip-assignment #intellectual-property #startup-legal

legal advanced

IP Assignment Agreement: Clauses Guide for Startups & Contractors

Draft an IP assignment agreement for my business. Context: My business: [STARTU...

#Docker #Docker Compose #local development

Docker and Docker Compose Setup for Local Development Environment

Create a complete Docker and Docker Compose configuration for a local developmen...

#pivot-table #yoy #analysis

excel Intermediate

Pivot Table Refactor for Year-over-Year Analysis

Act as a financial analyst. Help me build a pivot table from [DATA RANGE] (colum...

#code-review #pull-request #collaboration

Code Review Comment Drafting Assistant

Act as a senior engineer doing a code review. I will paste a diff. For each subs...

#code review #pull request #software engineering

ChatGPT Prompt: Code Review Checklist Tailored to PR Diff Analysis

Review this pull request diff and provide structured feedback. [PASTE DIFF OR F...

#excel #power query #m code

excel Advanced

Power Query M Code Generator for Repeatable Data Transformation

Act as a Power Query (M language) developer. I will describe a messy raw export ...

excel Advanced

Excel VBA Macro to Email Each Manager Their Filtered Sheet

Write a VBA macro that splits the Master sheet by [Manager Name], saves each man...

#excel #vba #outlook

#coding #refactoring #clean-code

Refactor a God Function with Multiple Responsibilities

Below is a function that's grown to ~200 lines and does too much. Refactor it. R...

#coding #debugging #flaky-tests

Diagnose a Flaky Test From Logs Alone

Act as a senior test engineer. The test {{test name}} fails in CI roughly {{freq...

#javascript #refactoring #es2024

Refactor Legacy JavaScript to Modern ES2024 Standards

Refactor the following legacy JavaScript code to modern ES2024 standards: [PAST...

#memory leak #nodejs #debugging

Debug Memory Leak in Long-Running Node.js Process

I have a Node.js process leaking memory. RSS grows from 200MB to 2GB over 6 hour...

#A/B testing #sample size #statistical significance

data Intermediate

A/B Test Sample Size Calculator and Analysis

Help me plan and analyze an A/B test: **Planning Phase:** - Current conversion ...

ChatGPT Prompt for Refactor Legacy API Handler Safely

I need help refactoring a legacy API handler without breaking behavior. Here is ...

#coding #refactor #api

#code review #debugging #quality

Coding Advanced

Code Review Assistant

Review this code for: bugs, security issues, performance optimizations, code sty...

#python #web scraping #beautifulsoup

ChatGPT prompt for building a Python web scraper with error handling and rate limiting

Act as a senior Python developer specializing in web scraping and data collectio...

#writing #technical-documentation #api

writing intermediate

Technical Documentation for API Endpoints

Write clear technical documentation for the following API endpoint: [paste endpo...

#data #data cleaning #pandas

data Intermediate

Data Cleaning Checklist for Messy Datasets

Create a comprehensive data cleaning checklist and guide for a messy dataset abo...

#ab-testing #statistics #analytics

data advanced

A/B Test Analysis Statistical Significance Calculator Guide

Walk through a complete A/B test analysis for [experiment, e.g., testing two ema...

#data #quality #assessment

data intermediate

Data Quality Assessment Framework and Cleaning Checklist

Act as a data quality engineer and analytics architect. Help me build a systemat...