๐ Chain Prompting
Build complex outputs by chaining multiple prompts.
๐ฅ Warm Up โ 3 minutes
"The most powerful way to use AI is not one big prompt โ it is a chain of smaller prompts that build on each other. Each output becomes the input for the next."
"Today we build something complex by chaining five prompts together."
๐ค The Activity โ 20 minutes
Today's project: create a complete guide to a topic your child knows well โ using five chained prompts, each building on the last.
Prompt 1 โ The skeleton:
Prompt 2 โ Fill the first section:
Prompt 3 โ Critique and improve:
Prompt 4 โ Add your personal knowledge:
Prompt 5 โ Polish:
The final output is genuinely better than any single prompt could produce. Discuss: what made chaining better than one big prompt?
๐งฉ The Twist โ 5 minutes
Ask: What makes a good chain versus a bad chain? Answer: each prompt should refine or build on the previous output. A chain that drifts or contradicts itself produces garbage.
Chain prompting is one of the most powerful AI techniques. Used to build understanding โ fantastic. Used to write your school essay section by section โ still cheating. The technique is neutral; the application is what matters.
Chain Builder Badge ๐
Built a complex output using five connected prompts โ each improving on the last
Parent Notes โ tap to expand
โผAdvanced prompting technique โ chain prompting. The insight that AI outputs improve through iteration is one of the most practically useful things in the programme.
- What made the fifth version better than the first?
- Where in real life would chain prompting be most useful?
- Could you use this technique for a school project? How?
Children who master chain prompting often become significantly more capable AI users. The technique applies to almost every complex task.
The chained homework essay concern is real. Have the conversation explicitly: the technique is powerful, and using it to do school work is still doing school work for you.