Akshay Walimbe

Chapter 13: The Token Economy

Every prompt from Chapter 13 of Talking to AI — Second Edition. Tap Copy on any prompt and paste it into your AI tool of choice. 2 prompts from this chapter.

Output Cap Technique

Explain the difference between RAM and storage for a non-technical user in exactly three short sentences. Stop after the third sentence.

The Lean Prompt Template

Purpose: Ship a prompt that gets what you need without wasting tokens on unnecessary output

[Role, only if it clearly changes the output.]

[Task in one clear sentence.]

Source material: [paste only what is strictly needed]

Output requirements:
  Format: [CSV / TSV / plain text / numbered list]
  Length: [exact cap, e.g. 'under 100 words' or 'exactly 3 sentences']
  No preamble. No disclaimers. No closing summary.

Stop after [specific signal, e.g. 'the last bullet point'].
Variables you can change

  • Role: Keep it out unless it clearly changes the output
  • Source material: Only include what the AI actually needs for this specific question
  • Format: Cheapest format that serves your use case
  • Length cap: Most outputs overshoot by 3 to 5 times when you do not set this
  • Stop signal: Guards against the "let me know if you have questions" endings

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