- In short
- A vague instruction such as "be professional" or "make the reports good and accurate" gives Claude little concrete to act on, so output quality varies from conversation to conversation. A precise instruction specifies measurable, checkable criteria, such as "use a formal register, define any acronym on first use, and keep paragraphs under four sentences," which actually changes output. Precision is about concrete rules, not just tone words.
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