To extract action items from a meeting transcript, which prompt approach is MOST effective?
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Short Explanation and Infographic
Specific extraction tasks need a precise spec — tell Claude exactly what fields to extract, in what format, and how to handle missing info. Vague prompts get vague outputs.
Full explanation below image
Full Explanation
For information extraction tasks like mining action items from transcripts, precise prompt specification is essential. Specify: what to extract (action items vs. decisions vs. questions), the output format (numbered list, JSON, table), required fields (owner, task, due date), how to handle edge cases (no due date → 'TBD'), and whether to include items from all speakers or specific ones. This specification eliminates Claude's need to guess at your requirements. Option A is maximally vague. Option C uses high temperature which introduces randomness — not appropriate for precise extraction (use temperature=0). Option D provides no guidance.