By task · 3 free agents
AI for debugging
Free debugging prompts: explain an API error and whether to retry, find the step a tutorial skipped, and fix a prompt that keeps giving bad answers.
Each of these starts from evidence: an error body, a bad answer, the step where a tutorial broke. The output is a likely cause and the next thing to try, not a lecture.
Which one to use
- 01 · LearningEasyPrompt DebuggerPaste a prompt that keeps giving you bad answers, plus one bad answer. Get the exact lines causing it and a fixed prompt.When to use itUse it when a prompt mostly works but gives the same wrong answer every few runs, and adding IMPORTANT in caps made it worse.When to skip itIt needs at least one real bad answer. Without an example of the failure, it can only give general advice.
- 02 · Dev ToolsMediumAPI Error ExplainerPaste a status code and the response body. Get what broke, what to change in the request, and whether a retry will help.When to use itUse it when a call failed, the body is a blob, and you cannot tell whether to fix the request, fix the clock, or stop retrying.When to skip itIt explains errors from APIs you are allowed to call. It will not help forge signatures or get around someone else's limits.
- 03 · LearningMediumTutorial Gap FinderPaste the tutorial's outline and the step where you got stuck. Get the missing lesson, not a repeat of the steps you already did.When to use itUse it when a tutorial skipped the step that failed on your machine and rereading the steps you understood does not find the hole.When to skip itIt does not repeat the tutorial. If the gap is your environment, it tells you what to paste next instead of guessing.
Questions
What is the best free AI prompt for debugging?
It depends on what you start with. Prompt Debugger: use it when a prompt mostly works but gives the same wrong answer every few runs, and adding IMPORTANT in caps made it worse. API Error Explainer: use it when a call failed, the body is a blob, and you cannot tell whether to fix the request, fix the clock, or stop retrying. Tutorial Gap Finder: use it when a tutorial skipped the step that failed on your machine and rereading the steps you understood does not find the hole.
Are these debugging prompts really free?
Yes. All 3 are free to copy and reuse under CC BY 4.0, with no sign-up. They are plain-text prompts you paste into ChatGPT, Claude, Gemini, or Cursor.
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