I’m trying this new short-and-snappy post format with a problem + solution angle. Let me know what you think of it in the poll at the end.
TL;DR
If AI gave you a great result after a long chat, you can instantly turn that into a clean and reusable skill (or prompt) by just asking for it.
The friction
“Prompt engineering” and other hacky prompt techniques are largely a thing of the past, but people still chase elaborate off-the-shelf prompts written by others.
You may think you don’t know how to write good AI instructions.
The thing is, you almost certainly already have.
I bet your chat history is full of conversations where AI eventually did what you needed…even if you had to yell at it a few times:

But did you know that every time you corrected the chatbot, gave it new input, or asked for a different approach, you were also writing your instructions in the process?
All that’s left is for you to turn those long chats into something you can reuse.
The fix
Whenever you end a successful AI session, tell your AI chatbot or agent this:
"Turn this conversation into a [skill / customizable instruction] that I can apply to similar tasks."
Use “skill” for agentic tools like Claude Code or ChatGPT Work (formerly “Codex”)
Use “customizable instruction”1 for simple chatbots like ChatGPT, Gemini, etc.
The agent will simply build the reusable skill for you.
The chatbot will hand you an instruction with customizable [placeholders] that you can save for later. (You can also use it to create a custom GPT or something similar).
Do this now
Open your go-to AI chatbot or agent
Find a conversation that gave you the result you wanted
Paste in the above line
Profit
The best candidates are conversations about tasks that:
You have worked on at least 3 times
You expect to keep doing
Are complex enough to call for detailed instructions
Go try it and let me know how it works for you!
Share your thoughts
I’d love to know your take on this kind of shorter “Quick Fix” post.
Or “prompt” if you really, really insist.




I took time this morning to ask AI to help me create skills and I ended up with several for personal (my baby’s development milestones, meal planning, personal stylist, calendar assistant) and for my substack (analyzer and planner, and editor for final post review). Thanks for the motivation here to get started on skills! I did use up over half my weekly ai capacity today (I also did other things) so hoping the skills save me capacity going forwards.
I have gems. As well as some custom commands. I don't really do tasks, I have Sloan the Google search agent for that.