glunty AI prompt library / Coding and debugging prompts
Coding and debugging prompts
Prompts that make AI a better pair programmer: understand code, find bugs, and write tests, without pasting your whole codebase. Fill in the brackets and paste into any AI tool.
Understand
Explain this code
Why it works: Faster than reading unfamiliar code line by line yourself.
Explain an error
Why it works: Turns a wall of stack trace into a short list of next steps.
Fix and improve
Targeted debug
Why it works: The "smallest cause" instruction stops the AI from rewriting your whole file.
Code review
Why it works: A ranked list tells you what to fix first, not just a pile of nitpicks.
Write
Unit tests
Why it works: Edge cases and a failure case are the tests people forget to write.
Regex with an explanation
Why it works: The examples let you verify the regex without trusting it blindly.
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New to prompting? Read the setup guide for ChatGPT, Claude, and Gemini.