Loop/Prompt Library / Loops from builders on X
🔁 Practice a website task until it's reliable
The AI tries a website chore, learns from each failed try, and keeps adjusting until it has steps that work every time.
Use it when: You do the same chore on a website again and again, like downloading a monthly report.
🛑 Stops when: The saved steps work [3] times in a row, or it runs out of tries.
Copy this loop
I want to automate this website chore: [what to do, on which site]. I'm already logged in; never type passwords, card numbers, or personal ID numbers. Try the task. If it fails, write down what went wrong and change one thing. Try again. Once it works, run it [3] more times in a row to be sure. Save the working steps in plain words in [file]. Do not buy, submit, send, or delete anything; stop before any button like that and ask me. Stop when it works 3 times in a row, or after [10] tries. Tell me what kept failing if it never worked.
Review every change the agent makes before you keep it. Set a budget or round limit — the prompt includes one.
Found on X · by @RoundtableSpace. Prompt rewritten in plain English by FixKit AI.
More loops like this
One useful thing every night
You give the AI a short mission, and each night it picks one task that moves you closer and leaves it for you to check in the morning.
Two watchers keep your agent healthy
Two separate AI helpers read your main agent's logs, find what broke, and must both agree on a fix before it is used.
Weekly skill cleanup
Once a week, the AI grades every saved skill or saved prompt it uses, removes the dead ones, and merges the repeats.
Overnight drafts that learn from results
Each night the AI drafts tomorrow's post from your content plan, and reads your notes about what worked before it writes the next one.
Split the work, keep only what passes
Splits a big job across several AI helpers working side by side, checks each one's work, and keeps only the work that passes.
Make the AI run your checks
Writes down the checks you normally do by hand, so the AI runs them after every change and must fix any failure before it moves on.