- In short
- Requesting structured output from messy inputs means asking Claude to turn unstructured material such as long documents, scattered email threads, or verbal notes into a structured breakdown, for example a table with one row per distinct item, rather than a narrative summary of the same material. The structured form surfaces each requirement individually so it can be acted on, and it is the first pass in requirements analysis rather than the final answer.
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