Methods · Visual, spatial & data representation

M17

Flowchart my process

Describe a procedure you think you know, have it drawn back as a flow, and see the branches you never accounted for.

When to use this
When something feels wrong
Learning impact
Strong change
Learning evidence
Credible with caveats
Where you are with the topic
Checking readiness
How often to use it
Worth repeating often
What AI is doing (1)Create practice, examples, or schedules
What AI is doing (2)Reveal what you are missing

When to use it

  • You can describe a procedure in sentences but keep missing branches when something goes wrong.
  • A lab or workflow has decision points you have been glossing over.
  • You want to diagnose holes in “how I do this” before you perform it.

What to ask AI

Type something like: “I'm going to describe how I do [PROCEDURE]. Turn it into a flowchart with explicit decision points and branches. Where my description doesn't specify what happens on failure, ask me.”

Ask for a flow that exposes missing branches, not a cleaned-up ideal script.

Keep the hard part on your side: you narrate the real process, including failures.

How it helps

Prose hides unhandled cases. A flowchart forces decision diamonds and failure loops into the open.

A chart that only goes forward describes a lucky successful attempt, not a procedure.

The diagnostic moment is when you cannot say what happens if a step fails.

How to run it

  1. Narrate how you actually do the procedure, including messy parts.
  2. Ask for a flowchart with explicit decisions and failure branches.
  3. Wherever the chart stalls, supply the missing branch yourself.
  4. Revise until every realistic failure has a path.
  5. Perform once and mark where reality differed from the chart.

Example exchange

You

Here's how I titrate: I add until the colour changes. Can you turn that into a flowchart and catch the failure cases I didn't mention?

AI

You said "add until colour change." What do you actually do if you overshoot?

You

Record it and repeat with a fresh aliquot. If I forgot the indicator, I stop, discard, and restart. I don't guess the endpoint.

AI

Those branches belong on the chart. Add one more loop for a burette that was never zeroed, then redraw the whole flow from memory.

Copyable prompt

I'm going to describe how I do [PROCEDURE]. Turn it into a flowchart with
explicit decision points and branches. Where my description doesn't specify what
happens on failure, ask me. Do not replace my process with an ideal lab script.

The Tell

Here is how you know this method has flipped: your flowchart has no loops and no failure branches.

A forward-only chart is a story of success, not a procedure you could run under trouble.

Keep asking “what if this step fails?” until the page looks less tidy and more true.

Principle evidence

Strength of the underlying learning idea, not a claim about AI products.

The underlying learning idea is rated moderate. Rendering a verbal procedure as a flowchart exposes missing branches: procedural knowledge diagnosis via an external representation. Prose hides unhandled cases.

AI delivery evidence

Whether an AI tutor delivers this method well is a separate question.

AI flowcharts may invent steps or omit safety-critical branches. Treat delivery as speculative; verify against your lab manual or protocol before you rely on the chart.