Loop/Prompt Library / Testing & QA
🔁 Win-streak testing
Tests real-world scenarios one after another; any failure gets fixed and the streak starts over.
Use it when: You want a strict bar like '20 real cases in a row must pass'.
🛑 Stops when: The last [N] realistic cases pass in a row, and every earlier failure has a test guarding it.
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Run [product] through real-life scenarios like [example scenario], one by one, keeping a running count of back-to-back passes. Any failure resets the count to zero: first log what went wrong, then add a regression test and a benchmark case for it, then fix it. Stop when [N] cases pass in a row, or after [50] total cases, whichever comes first. Report the final streak, every failure, and the tests you added.
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 Matthew Berman. Prompt rewritten in plain English by FixKit AI.
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