Search: "clean code"

#coding #debugging #errors

Debug an Error Message Step by Step

You are an expert senior software engineer. Help me diagnose and fix an error us...

#coding #algorithms #optimization

Explain and Optimize an Algorithm

You are an expert algorithms tutor. Help me understand my algorithm's complexity...

data Intermediate

Clean and Deduplicate a Raw Dataset

Act as a data engineer. I have a raw dataset with these issues: [DESCRIBE — dupl...

#data #cleaning #etl

#data #data-modeling #spreadsheets

data Intermediate

Design a Simple Data Model for My Spreadsheet

You are a spreadsheet/data modeling expert. Help me structure my data so it's cl...

Design a REST API for a Feature

You are an API designer. Based on the feature I describe, design a clean REST AP...

#coding #api #rest

#coding #code-review #communication

Coding: Review a PR Whose Author Is More Senior Than Me

Here's a PR from [SENIOR ENGINEER]: [PASTE DIFF]. I have real concerns but I'm s...

#coding #code review #maintainability

Review code like you actually have to maintain it next year

Review the code below as if you'll be the one maintaining it in twelve months. D...

#data #cleaning #preprocessing

data Intermediate

Clean a messy dataset without losing the rows that actually mattered

I have a dataset with [N] rows and [LIST PROBLEMS: missing values, duplicates, m...

#refactor #extraction #legacy code

Pull one function out of a 600-line file without breaking callers

I want to extract one function from a 600-line legacy file into its own module. ...

#caching #architecture #redis

Pick the right caching layer when every option looks reasonable on paper

Act as a staff engineer who has lived with these decisions. I need to add cachin...

#excel #data cleaning #power query

excel intermediate

Clean Messy Excel Data Step by Step

Act as a data cleaning specialist. My Excel sheet has these issues: [list proble...

#coding #refactoring #clean code

coding intermediate

Refactor Code for Readability

Act as a clean code expert. Refactor this code to improve readability and mainta...

#coding #code review #explanation

coding Beginner

Explain what this unfamiliar code actually does, line by line

I'll paste a function or script in a language I half-know. Explain it in plain E...

#coding #code review #edge cases

Review my function for the bug I can't see

Here's a function that passes my obvious tests but feels fragile. Act as a caref...

design Beginner

Build a Cohesive Color Palette with Usage Guidance

Act as a visual designer who builds practical, accessible color palettes. Help m...

#design #color #palette

#design #microcopy #ux writing

design Intermediate

Generate Accessible UI Microcopy for Buttons and Errors

You are a UX writer who crafts clear, human interface copy. Help me write microc...

#productivity #task-management #gtd

productivity Beginner

Turn a Messy Brain Dump into a Task Plan

You are a productivity coach. I will paste a messy brain dump of everything on m...

#design #design-system #audit

design Advanced

Design System Component Audit Checklist

Audit the design system component below. Check: naming consistency with the rest...

customer-service Intermediate

Customer Service: Spot When a 'Bug Report' Is Actually a UX Problem

Read this customer support ticket and tell me whether the customer's described '...

#bug-triage #ux #support

#code review #PR review #senior engineer

Review a pull request the way a senior would — not a linter

Review the PR diff I am about to paste the way a senior engineer would in a 15-m...

#coding #debugging #errors

coding beginner

Debug an Error Message

Act as a debugging assistant. I am getting this error: [paste error message and ...

#coding #testing #edge cases

Write the test cases I'd forget for this function

I'll paste a function and describe what it's supposed to do. List the test cases...

#coding #refactoring #testing

Plan a refactor without breaking everything

I want to refactor a piece of code (I'll paste it and describe the goal). Before...