Workbench · free tool
Stop repeating yourself to AI.
Free tool · About two minutes · No signup
Pull out one recurring AI mistake
Keep fixing the same thing? Name the mistake and what you want instead. Get a portable instruction, a short check, and a prompt to test it on your next task.
This browser tool formats what you write into a scoped rule, checks and a test prompt. It does not use AI to diagnose the mistake or evaluate the result. Test the instruction on your next comparable task; the mistake may still recur.
Use sanitized examples. Your entries stay in this page's memory: this tool does not send or save them. No account or email is required. Anonymous action counts may be measured separately; they never include your entries or generated instruction.
Your instruction and test
Try it on the next task
- Read and edit the instruction. Make sure its scope and exceptions fit your work.
- Paste it into the relevant AI project's instructions, or before your next comparable task.
- Run the task and review the output against the checks. Record what still needed correcting.
A saved or copied instruction is not evidence that it helped. The optional feedback below is a self-report, not a verified result or proof of causation.