Loop/Prompt Library / Loops from builders on X
🔁 Make every provider behave the same
When your app supports several services that do the same job, one shared test suite checks them all, and a helper fixes any that behave differently.
Use it when: Your app connects to several similar services and each one acts a little differently.
🛑 Stops when: Every provider passes the shared tests, or the round limit is hit.
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My app supports these providers: [list]. Write one shared set of tests describing how every provider must behave: [key behaviors]. Run the tests against each provider and show me a table of pass and fail. Then, one provider at a time, fix the failures in its code, not in the shared tests. Re-run all providers after each fix to make sure nothing else broke. Never change the shared tests without asking me. Stop when every provider passes, or after [5] rounds per provider. Show me the final table.
Review every change the agent makes before you keep it. Set a budget or round limit — the prompt includes one.
Found on X · by @atharva_ajit. Prompt rewritten in plain English by FixKit AI.
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