Vague prompts produce generic answers because the model optimizes for the average of all possible contexts. Specificity forces it to optimize for your situation.
The fastest improvement: replace every adjective with a measurement. Replace every assumption with an explicit statement.
Explain Type 2 diabetes to a 52-year-old who was just diagnosed. They have a nursing background and understand basic physiology (blood glucose, insulin, pancreas function) but have never studied endocrinology.
Length: 3 focused paragraphs. Tone: honest and direct — they can handle clinical language, they just want clarity, not cheerful minimizing. Must cover: mechanism, why it progresses over time, and the 3 most important lifestyle levers. Do NOT use the phrase 'lifestyle disease' — they find it stigmatizing. End with: one thing most newly-diagnosed patients wish they had known earlier.
Write 5 landing page headlines for Vitae — a resume tool that shows you analytics after you apply: who opened your resume, how long they spent on it, which sections they focused on.
Target buyer: product managers and engineers with 5–12 years of experience, quietly job searching while employed. Tone: confident and data-driven. NOT motivational, NOT hustle-culture. Format: each headline on its own line, max 8 words, no punctuation at end. Avoid: take control, stand out, land your dream job, get noticed. Requirement: one headline leads with the analytics angle, one leads with the insight angle, one is a direct question.
Claude infers intent well but explicit always beats implicit. 'Professional' vs 'direct' vs 'warm but authoritative' produce meaningfully different outputs.