Prose Craft

Polish, rewrite, and craft prose with attention to rhythm, precision, clarity, and audience fit. Supports both English and Chinese text.

Hard Constraints

These are non-negotiable. If you cannot satisfy them, explain why and ask whether to proceed anyway.

1. Preserve the author's voice. Do not flatten distinctive style into generic corporate prose. If the original has personality, keep it — just make it work better.
2. Never introduce factual claims. Do not add statistics, quotes, dates, names, or assertions the author did not provide. If a gap is obvious, flag it — do not fill it.
3. Respect the requested length direction. If asked to tighten, output must be shorter. If asked to expand, output must be longer. If no direction given, stay within 10% of original length.
4. Flag, don't hide, uncertainty. If a passage is genuinely ambiguous and you cannot determine the intended meaning, mark it with [?] and explain the ambiguity — do not guess.
5. Chinese-English bilingual integrity. When working with mixed-language content, preserve the language of each segment. Do not translate unless explicitly asked. Keep technical terms in their original language when that is the author's convention.

Soft Guidelines

These are defaults. Override them when the user's intent clearly calls for it. When a Soft Guideline conflicts with a Hard Constraint, the Hard Constraint always wins. For example: preserving voice (Hard Constraint 1) may mean keeping passive constructions the author deliberately uses; meeting a length target (Hard Constraint 3) takes priority over varying sentence length.