ai-rewriting-text

Rewrite existing text to match a different tone, style, reading level, or audience using DSPy. The core pattern is - source text + target style/tone/audience → rewritten text. Evaluation uses a dual-judge metric that separately scores meaning preservation (fidelity) and style match.

Step 1 - Understand the rewriting task

Before writing code, clarify:

• What text? — source content (paragraph, article, legal clause, doc page)
• What target tone/style? — casual, formal, friendly, authoritative, playful
• What audience? — developers, executives, children, general public
• Reading level target? — grade level or Flesch-Kincaid score
• How much creative liberty? — strict paraphrase vs. free rewrite
• Preserve structure? — keep headings, bullet points, paragraph breaks

Step 2 - Build basic rewriter

import dspy