Loop/Prompt Library / Code quality & refactoring
🔁 Bug report to ready fix
Turns a vague bug report into a proven cause, a small fix, and a pull request a reviewer can approve fast.
Use it when: You have a real complaint or ticket but it is loosely written.
🛑 Stops when: The bug shows up before the fix, is gone after, and related tests pass. Or you say it cannot be reproduced after two real tries.
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Here is the problem: [paste ticket, bug report, or complaint]. First, reproduce it in the smallest setup you can. Find and prove the root cause. Make the smallest fix that solves it, and do not mix in unrelated cleanup. Re-run the original reproduction plus related tests. If you cannot reproduce it after [2] honest attempts, stop and tell me. Finish with the cause, changed files, before-and-after proof, risks, and a short pull request description.
Review every change the agent makes before you keep it. Set a budget or round limit — the prompt includes one.
Idea from Forward Future's Loop Library · by Hiten Shah. Prompt rewritten in plain English by FixKit AI.
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