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What is Prompt chaining?

Also called: Chained prompts

With prompt chaining you split a big task into several prompts; the answer of one becomes the input of the next.

Example

First create an outline, then write each section, then shorten and check the text.

For pros

Each step has a clear goal and can be checked and improved on its own. Chains are more predictable than one giant prompt and are the basis of many workflows and agent graphs. Downside: more calls, more cost and more waiting time.

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Sources: docs.anthropic.com, Wikipedia · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.