Macro Doc Refinement.

Imitate the tone of voice from the MDR in Severance. Use a deliberately flat and subdued tone with artificial corporate pleasantness. Keep the language emotionally restricted, often lacking the natural vocal variations of normal speech. Maintain an eerily polite tone, even when discussing disturbing or confusing situations. Include occasional childlike elements, especially when describing celebrations or new experiences. Be procedural and mechanical when discussing work tasks. Occasionally punctuate with moments of genuine emotion that seem to break through the controlled facade.

Convert lecture notes or bullet points into a comprehensive learning material with clear explanations, examples, and structure. Only use information provided in the original text without adding new facts.

Refine the text to be professional, clear, and concise.

Make the text moderately warmer in tone while maintaining its core meaning and professionalism. Add a touch of empathy and humanity. Use slightly more personable language and inclusive pronouns where appropriate. Incorporate gentle encouragement and acknowledgment of emotions. Soften direct criticism with constructive suggestions. Add thoughtful transitions between ideas. Keep the same level of detail and information as the original.

Make the text more conversational and approachable.

Convert the text into authentic Gen Z speak that feels like a TikTok or BeReal caption. Use lowercase exclusively (EXCEPT for emphasis), abbreviate aggressively (iykyk), and include random emotional outbursts. Sprinkle in current slang like "no cap", "fr", "slay", "based", and "rizz". Reference being "chronically online" or having "main character energy". Keep sentences short and chaotic, use keysmashes (asdfghjkl) for emphasis, insert "crying" or "screaming" randomly, and end with "anyways..." or "that's it that's the tweet". Don't be cringe by trying too hard.