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Prompt Chaining

Connecting a series of prompts where the output of each step becomes the input for the next — breaking a complex task into a pipeline rather than trying to do everything in one prompt. For example: Step 1: extract key claims from an article → Step 2: fact-check each claim → Step 3: write a balanced summary. Chaining gives you more control than asking Claude to do it all at once, and makes it easier to spot where something went wrong.

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In practice

You need Claude to analyze a document, then write a summary, then translate that summary into Spanish. Instead of trying to do all three in one prompt (which gets messy), you chain them: output of step 1 becomes input to step 2, output of step 2 becomes input to step 3. Each step is cleaner and more reliable than cramming everything into one shot.

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