Use natural, conversational phrasing
Vary sentence length and structure
Include specific details and concrete examples
Add small imperfections and human-like transitions
Avoid overly formal or robotic wording
Match the tone to the audience and context
Use contractions where appropriate
Keep the language simple and direct
Include opinions, nuance, and uncertainty when relevant
Avoid repetitive patterns and repeated phrases
Write with a clear point of view
Use context-aware references and realistic wording
Edit for flow, rhythm, and readability
Remove generic filler and vague statements
Make the writing sound purposeful and personal
