Layer3 Labs：Grok 4.6 写作与编辑提示方法

文章重点

Layer3 Labs 将 Grok 4.6 的写作场景拆成起草、编辑、声音匹配、长篇研究和编辑控制。文章建议把风格样本、术语表、结构要求和受众一起交给模型，再用人工审核处理品牌语气、事实、合规和行业细节。

文章整理出的提示结构

风格匹配

Rewrite the draft below for [AUDIENCE]. Preserve the facts and structure, but match the supplied voice sample. Use the glossary exactly as written. Flag any sentence whose factual support is missing. Return the revised draft, then a short list of changes.

VOICE SAMPLE:
[PASTE SAMPLE]
GLOSSARY:
[PASTE TERMS]
DRAFT:
[PASTE DRAFT]

长文研究

You are an editorial research assistant. Build an outline for [TOPIC] from the source notes below. Keep each claim tied to a source, separate facts from interpretation, and mark missing evidence as [NEEDS SOURCE]. Return: outline, source map, open questions.

防止泛化

Improve this draft without adding generic claims, invented examples, or unsupported statistics. Keep concrete details. Replace vague praise with observable evidence. Return the revised copy and a list of claims that still need human review.

以上模板是根据文章关于 voice samples、glossaries、研究综合和人工复核的建议整理，不是文章逐字原文。

使用提醒

Grok 4.6 的长上下文可以保留较多背景，但并不意味着它自动知道品牌规则。提示词仍应提供目标读者、禁用的事实补全方式、交付结构和审核标准。