Coding prompts

54 free, copy-paste coding prompts across 5 topics.

Debug & Fix 10

Debug my code Find the bug, fix it, and explain why. chatgptclaude Top pickDebug & Fix

Fix this error message Decode and resolve an error. chatgptclaude Debug & Fix

Understand an error log Make sense of a stack trace. chatgptclaude Debug & Fix

Why isn't this working? Rubber-duck a stubborn bug. chatgptclaude Debug & Fix

Add error handling Make code fail gracefully. chatgptclaude Debug & Fix

Reproduce & isolate a bug Pin down an intermittent issue. chatgptclaude Debug & Fix

Fix a failing test Green the build again. chatgptclaude Debug & Fix

Debug performance issue Find why it's slow. chatgptclaude Debug & Fix

Explain what changed / broke Diagnose a regression. chatgptclaude Debug & Fix

Sanity-check my logic Catch bugs before they ship. chatgptclaude Debug & Fix

Code Review 10

Code review A senior-level review of your code. chatgptclaude Top pickCode Review

Security review Catch vulnerabilities early. chatgptclaude Code Review

Review a pull request Give a thorough PR review. chatgptclaude Code Review

Suggest better naming Names that make code obvious. chatgptclaude Code Review

Spot code smells Find what to clean up. chatgptclaude Code Review

Check for edge cases What breaks at the boundaries. chatgptclaude Code Review

Is this the right approach? Sanity-check a design choice. chatgptclaude Code Review

Review for accessibility Make UI code usable by everyone. chatgptclaude Code Review

Review my API design Make an interface clean and consistent. chatgptclaude Code Review

Explain a review comment Understand feedback you got. chatgptclaude Code Review

Write & Refactor 13

Write a function Get clean code from a spec. chatgptclaude Top pickWrite & Refactor

Refactor for readability Cleaner code, same behavior. chatgptclaude Write & Refactor

Write unit tests Tests that catch real bugs. chatgptclaude Write & Refactor

Convert code between languages Port code to another language. chatgptclaude Write & Refactor

Regex builder The exact pattern you need. chatgptclaude Write & Refactor

Optimize performance Make slow code fast. chatgptclaude Write & Refactor

Write documentation Docs your team will actually read. chatgptclaude Write & Refactor

Turn pseudocode into code From logic to working code. chatgptclaude Write & Refactor

Plan a feature / architecture Design before you build. chatgptclaude Write & Refactor

Add a feature to existing code Extend code without breaking it. chatgptclaude Write & Refactor

Build a full app from a plain description Go from an idea to working code, end-to-end. chatgptclaude Write & Refactor

Git commit & PR helper Turn a messy diff into a clean commit and PR. chatgptclaude Write & Refactor

Emoji translator Turn any sentence into emoji, or decode a string of them. chatgptgemini Write & Refactor

Learn to Code 11

Explain this code Understand unfamiliar code, step by step. chatgptclaude Top pickLearn to Code

Beginner coding tutor Learn to code, one step at a time. chatgptclaude Learn to Code

Explain a technical concept Grok a hard programming idea. chatgptclaude Learn to Code

Learning roadmap for a language A path from zero to building. chatgptclaude Learn to Code

Practice project ideas Build to actually learn. chatgptgemini Learn to Code

Explain a library / framework Get productive with a new tool. chatgptclaude Learn to Code

Compare tools / technologies Choose the right tech. chatgptclaude Learn to Code

Quiz me on a topic Test your coding knowledge. chatgptclaude Learn to Code

Explain a algorithm / data structure Understand how and when to use it. chatgptclaude Learn to Code

Review my learning code Feedback that helps you improve. chatgptclaude Learn to Code

Practice terminal / code sandbox Simulate a command line to learn by doing. chatgptclaude Learn to Code

SQL & Databases 10

SQL query helper Get the query right the first time. chatgptgemini Top pickSQL & Databases

Explain a SQL query Understand what a query does. chatgptgemini SQL & Databases

Optimize a slow query Make queries fast at scale. chatgptclaude SQL & Databases

Design a database schema Model your data properly. chatgptclaude SQL & Databases

Fix a SQL error Decode a database error. chatgptgemini SQL & Databases

Joins & aggregations help Get joins and GROUP BY right. chatgptgemini SQL & Databases

Natural language to SQL Ask a question, get a query. chatgptgemini SQL & Databases

Window functions Running totals, ranks, and more. chatgptgemini SQL & Databases

Migrate / transform data Move or reshape data safely. chatgptclaude SQL & Databases

Explain query plan Read EXPLAIN like a pro. chatgptclaude SQL & Databases