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What is Prompt chaining?

Also called: multi-step prompting · pipelines

Prompt chaining splits a big task into a sequence of prompts, each feeding the next — outline, then draft, then edit — instead of asking for everything in one shot.

One prompt asking for research, structure, draft and polish forces the model to do four jobs at once, and the weakest one drags down the rest. Chaining gives each step its own focused prompt and lets you check and correct between steps.

It's also how you build reliable AI workflows: extract → classify → draft → validate, each stage simple enough to test. The cost is more calls and more latency; the benefit is control.

How to use it well
  1. Make each step produce something you can inspect.
  2. Pass only what the next step needs, not the whole history.
  3. Put a critique step near the end.
Go deeper
Multi-turn Refinement (course)
Related terms
Chain-of-thought promptingSelf-critique promptingAI agentAll terms →

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