AI Tutorial: Turn Messy Notes Into A Clear Action Plan
The short version
- This is one full exercise you can finish in about 25 minutes: a messy page of notes goes in, a clean action plan with owners and dates comes out.
- You’ll use five prompts in order: sort, question, plan, check, and format for sharing.
- The step that makes the plan good is step 2, where the AI asks you questions before it writes anything.
- Any free chat tool works. Use your own real notes if you can, or the sample below.
This AI tutorial takes one ordinary job and walks it from start to finish: turning a scrappy page of notes into an action plan you could send to your team today. You’ll learn more from doing one real task well than from reading ten lists of tips, so open a chat tool in another window and follow along.
Any of the main chat tools will do. If you haven’t picked one, this guide to choosing an AI tool will get you there in five minutes. Start a fresh chat so older conversations don’t mix in.
The Messy Notes We’ll Use
Here’s a sample page, the kind you’d scribble after a planning call for a small office move. Use your own notes if you have some. Otherwise copy this:
office move, new place 2nd fl Elm St. lease starts Mar 1?? check w/ Dana. internet co needs 3 wks notice!! furniture: keep desks, sell old couch. Sam said movers quote $2,800, get 2 more. printer lease ends Feb, maybe dont renew. tell clients new address. mail forwarding. keys x 12. who’s doing IT. parking passes? budget around 5k total. Priya out week of Feb 10.
It has everything a real page of notes has: half-sentences, question marks, a number or two, and no order at all.
Step 1: Sort Before You Plan
Don’t ask for a plan yet. First ask the AI to sort what’s there. This shows you whether it understood the notes.
Below are my rough notes from a planning call about moving our 12-person office. Sort every item into these groups: decisions still open, tasks to do, people mentioned, dates and deadlines, and money. Don’t add anything that isn’t in the notes. [paste notes]
Read the result. You should see “Confirm lease start date” under decisions, “Get 2 more mover quotes” under tasks, and “$2,800 mover quote” and “$5,000 budget” under money. If it misread something, correct it now in plain words: “Keys x 12 means we need 12 key copies.”
Step 2: Let the AI Ask You Questions
This is the step most people skip, and it’s the one that makes this AI tutorial work. Notes are full of gaps. A plan built on gaps is a guess.
Before you write a plan, ask me up to 8 questions about anything unclear or missing, like who owns each task or when things must be done. Ask them as a numbered list so I can answer in one reply.
You’ll get questions like “Who is handling IT setup?”, “Is the move date fixed?”, and “Should the printer decision be made before February?” Answer in one quick reply. Short answers are fine: “1. Sam. 2. Move Feb 27. 3. Yes, decide by Jan 31.” If you don’t know something, say so. The AI will mark it as open instead of making it up.
Step 3: Build the Action Plan
Now the AI has what it needs. Ask for a specific shape.
Now write the action plan as a table with these columns: task, owner, due date, depends on, and status. Order tasks by due date. Work backward from a move date of Feb 27. Anything with an unknown owner, write ‘Unassigned’. Put open decisions in a separate short list at the top.
You’ll get something like 15 to 20 rows. A few will show real thinking you might have missed: the internet order has to go in by early February because of the 3-week notice, and mover quotes should land before Priya’s week off.
Step 4: Check It Like a Skeptic
A tidy table looks finished. That’s a trap. Ask the AI to find its own weak spots, then check the rest yourself.
Review this plan. Point out any date that’s impossible or too tight, any task with no owner, anything that depends on a decision not yet made, and anything I mentioned in my notes that’s missing from the plan.
Then do three checks by hand:
- Match every line in your original notes to a row in the plan. Nothing should vanish.
- Look for invented details, like a vendor name or a price you never gave.
- Count backward from the move date on a real calendar. AI can get weekdays and date math wrong.
If you want more ways to catch errors, this guide to spotting AI mistakes covers the common ones.
Step 5: Format It for the People Who Need It
The same plan often goes to different people. Ask for versions:
- “Write a 5-line email to the team with the move date, what they need to do, and by when.”
- “Write a short message to clients announcing the new address from March 1.”
- “Give me a checklist version I can print and tick off.”
- “List only Sam’s tasks with dates, as a message I can send him.”
Each takes seconds, because the hard thinking is already done.
What This AI Tutorial Teaches Beyond Office Moves
You just used a pattern that works on almost any messy input: sort, question, plan, check, format. Try it next on meeting notes, a list of household jobs, a conference you’re organizing, or a product launch. The inputs change and the five prompts barely do.
Save the five prompts in a notes file so you can reuse them. After three or four runs, you’ll start adjusting them to fit how you work, and that’s the skill. For more on building prompts that give the AI enough to go on, read how to write AI prompts.
Turn Tutorials Into a Working Habit
The Core Four Bundle is four plain-English guides: getting started, everyday tasks, research and better decisions, and prompting properly. Each one works like this tutorial, with a worked example, a prompt pack, and a cheat sheet. If planning is your main job, see also the planning guide inside the Guide Library.
