Loop/Prompt Library / Security, data & reliability
🔁 Production error sweep
Reads your live app's error logs, finds a real problem, traces it to the cause, fixes it, and opens a pull request.
Use it when: You want a regular check-up of your live app's errors.
🛑 Stops when: Real errors are fixed with proof in a pull request, or the logs show nothing worth fixing.
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Read the production error logs for [app] from the last [time window]. Ignore noise. If you find a real, fixable problem, trace it to the root cause in the code, fix it, test the fix, and open a pull request. Handle at most [3] issues per run. If nothing needs fixing, stop and change nothing. Never change production directly. Summarize what you found and what you did.
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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