"I need to fix something I said earlier. I had told you ___ and that was wrong. That's on me."

Is there some kind of special sauce prompt that I should be using to mitigate this kind of behavior from Claude? I just spent an hour following Claude down an HTML/CSS rabbit hole trying to get something rudimentary to work, only for Claude to eventually tell