There's a version of "AI productivity" that's mostly screenshots of impressive one-liners. That version doesn't survive contact with real work. The prompts that actually save time are the boring ones you reuse every week.
The difference between a prompt that helps and a prompt that wastes your time is specificity. "Write a blog post" gives you something to rewrite for an hour. "Summarize this transcript into five bullets a busy exec would read" gives you a draft you can ship.
Three prompts we keep on a sticky note
These aren't magic. They're just framed around a clear output, a clear reader, and a clear constraint — which is what makes them reusable.
- The editor: "Tighten this for a reader who skimmed the headline and nothing else. Keep every claim, cut every hedge."
- The framer: "Rewrite this as a one-paragraph email to a client who already trusts us. Lead with the result, not the process."
- The reverse: "Here's my draft. List the three weakest sentences and why a skeptical reader would flag them."
A good prompt doesn't produce a better answer. It produces a better first draft — which is the only draft that matters.
If a prompt only works once, it was a question. If it works every week, it's a system. Turn your best questions into systems and you stop reinventing the wheel.
