You Saved Time, But Your Team Didn't Catch It
Last Wednesday at the coworking space, I had just finished a partnership proposal using ChatGPT, turned around, and saw Chen Jing still manually researching and writing the exact same thing. I’ve made this mistake too—figuring out a great AI prompt but never writing it down or sharing it. The result: I got faster, but the team didn’t. A recent viral article called this out: everyone is using AI, but the organization learns nothing. You save three hours, but the knowledge lives only in your head. Next time someone else takes over, they step in the same traps all over again.
The Problem: AI Experience Stops at the Individual Level
That article mentioned a brutal reality—companies give everyone AI tools, but no one documents "how to use them well." For small teams like ours with three to five people, this problem is even more hidden. Last month, Lin Hao figured out a set of AI prompts for writing weekly reports, doubling his efficiency. But he was on a business trip in Shenzhen, and I had no clue here in Beijing. If he left, that experience would be gone. I also got stuck here—last year I spent two weeks tuning a perfect prompt, lost it after changing laptops, and had to start all over again. Big companies have knowledge management systems; what do we have? We don't even have a shared doc.
Replicate Today: Zero-Cost AI Prompt Library
Cost: $0, 30 minutes, technical barrier—just know how to type. First step: open your usual doc tool (Feishu Docs, Notion, or even WeChat File Transfer), create a new page, and call it "AI Prompt Library." Then spend 20 minutes copying in the three best AI prompts you've used recently, and tag the use case. For example: "For writing partnership emails, formal but not cold tone." That's enough. Don't bother with a complex system; just make sure you can find it next time.
Advice by Stage
If you're just starting out, I'd suggest just noting your own in a memo. Don't pressure yourself with fancy templates. If you have 1-2 clients now, I'd add an "AI Workflow" doc to your project folder, adding one prompt after every completed gig—this is more practical than a review PPT. If you're scaling and have 2-3 partners, I'd suggest starting a shared doc, having everyone contribute their best prompt or AI usage weekly, and taking 10 minutes every Friday to glance through them together. Not everyone needs this method—if you don't try it now, that's fine. Wait until you feel the pain of "I definitely did this before but forgot."