Twelve prompts to try, in order
The book's closing exercises for the prompting guide, verbatim: twelve prompts that take about twenty-eight minutes in any chat tool and exercise every concept you can exercise from a chat tab, from a web-search trigger to a cross-model review.
- Status
- stable
- Trust
- human-reviewedHuman: Raza Rizwan ·
- Owner
- Human: Raza Rizwan
- Approved
- Human: Raza Rizwan ·
Reading is a placeholder for trying. Open Claude, ChatGPT or Gemini in another tab and run these twelve prompts in order. They take about twenty-eight minutes total and exercise every concept in the guide that can be exercised from a chat tab. 1
1. Web-search trigger. Forces the AI to leave its training data and look up current info.
What major news happened today in [your country]? Cite each claim
with a source link. Flag any claim you can't support with a citation
as "unverified".2. Pretrained-only question. Common knowledge, no lookup needed. Should be fast and confident.
Why do cats stare at walls? Two-paragraph answer.3. Context-rich personal prompt. Practice loading constraints up front.
Plan a 15-minute home workout for me. Constraints: I have stairs
in my home, a bad knee (no squats), I cannot stick to plans for
more than three days, and I want to feel slightly silly while
doing it. Give me 3 options, no commentary.4. Neutral-framing rewrite. Practice spotting your own bias in the prompt.
The question I want to ask is: "Don't you think four-day work
weeks are obviously better for everyone?" Rewrite this as a
neutral question that doesn't signal what answer I want.
Then answer the rewritten version.5. Three-options brainstorm with iteration. The core power-user loop.
Round 1: I want to start a small side project that takes about
3 hours per week and might make money in a year. I'm a [your
profession] who likes [your hobby]. Give me 5 different ideas,
one line each. Don't expand any of them.
(Read the 5. Pick what you like and don't like. Then, in the
SAME conversation:)
Round 2: I reject options [N] and [N] because [reason]. I like
the [keyword] idea but I want it to use less [thing]. Give me
5 new options that incorporate this feedback.6. Outline-first writing. Force structure before prose.
I want to write a 600-word post about [a topic you care about].
Don't write it yet. Give me 3 different outline options, each
with 4-6 headings. One line per heading.7. Think-hard reasoning prompt. Use a real personal decision.
I'm choosing between [Option A] and [Option B] for [real personal
decision in your life]. Here's the relevant context: [a paragraph
of context]. Think hard before answering. Tell me:
1. The 3 trade-offs that actually matter.
2. Which you'd choose and why.
3. Under what conditions your recommendation would flip.8. Grade-and-improve critique. Avoid sycophancy on your own work.
I'm pasting in something I wrote: [paste anything 100-300 words].
Critique it using these 4 criteria, each scored 1-10 with a
one-sentence justification:
- Does it have a clear central claim?
- Is each paragraph in the right order?
- Are there any sentences that could be cut without loss?
- Does the ending earn the time the reader spent getting there?
Then, for each criterion, tell me the change that would raise
its score the most. There is always a next level. Even a 9
has a path to 9.5.9. Image-input task. Practice giving AI a photo to read.
[Upload any handwritten note, receipt, or whiteboard photo]
Transcribe what's written. Then summarize what it's about in
3 bullets. Flag anything you couldn't read with confidence.10. Small-app prompt. Practice the Goal/Input/Output shape. What comes back is an artifact you can click on and iterate on, right in the chat.
Build me a Pomodoro timer.
Goal: 25-minute work sessions, 5-minute breaks.
Input: I press start.
Output: Visible timer counting down, a satisfying click when
each cycle ends, a yellow theme. Show me the working version.11. Data analysis: expose the silent failure mode. Practice the "ask explicitly for code, then verify it ran" discipline, in two rounds.
Round 1, the trap: In a fresh conversation, paste this prompt
exactly as written. Do NOT mention code.
"Here are 18 numbers: 47, 52, 89, 91, 23, 67, 78, 12, 95,
44, 88, 71, 33, 56, 99, 18, 64, 82. What is the median,
the average, and which numbers are outliers? Be specific."
Look at the response carefully. Did the AI show you a code
block that it ran? Or did it write a paragraph with numbers
in it and no visible computation? Note your answer.
Round 2, the fix: In the same conversation, paste this:
"Now run that calculation again, but this time write and
run code to do it, and show me the code you ran."
Compare the two answers. If the first answer had the median
wrong, rounded suspicious numbers, or just felt vague, you
just saw the silent failure mode in action.
The correct answers are: median 65.5, average ~61.6,
no clear outliers (the numbers are roughly evenly spread).12. Cross-model review. Practice the multi-model habit on a real draft. Requires two AI tools open at once, from different families.
Take any 200-300 word draft you wrote recently (an email, a memo,
or a paragraph from one of these exercises).
Step 1: In your primary AI tool, paste the draft and ask: "Score
this 1-10 on clarity, structure, evidence, and what's missing.
One-sentence justification per score."
Step 2: Open a second AI tool from a different family (if your
primary is Claude, use ChatGPT or Gemini or Meta AI, not another
Anthropic model). Paste the same draft, ask the same question.
Step 3: Compare the two scores and the two critiques side by
side. Note any point only one of them caught. Those are the
points the cross-model loop pays for.Back to the guide's map.
Footnotes
-
AI Prompting 2026: 13 Concepts, 80% of Real Use, "Try this now: twelve prompts before deepening into thinking discipline". The AI Agent Factory, Panaversity, 2026. ↩