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Official Account Writing Evolution

Content Creation Updated 2026.08.30

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Please install @user_8ca295ac/skill-article-evolution by following https://skillhub.cn/install/skillhub.md.

About this skill

Problem It Solves

Long-form writing for a public account often suffers from inconsistent style: weak topic selection, scattered structure, and an overly polished AI tone. Instead of repeating corrections in every draft, this skill captures recurring edits as reusable writing rules.

How It Works

  • Staged workflow: It moves from topic generation to outline, draft, revision logging, and rule application, waiting for user confirmation at each step.
  • Rule capture: It reads and updates WRITING_RULES.md, storing word choices, sentence patterns, structure changes, added or removed content, and tone shifts in history/evolution_log.md.
  • Draft support: After drafting, it can call ai-article-humanizer or ai-flavor-remover to reduce AI-like phrasing, or use lidan-writing-framework when preferred.
  • Conflict handling: Newer rules, frequent rules, and explicit user rules take priority; conflicts are logged and confirmed before overwriting.

Where It Fits

Best for authors who have a clear direction and are willing to review drafts repeatedly. It is a style-iteration workflow, not a fully automated publishing pipeline. Keep the rule set lean by removing stale or low-value entries.

Use Cases

  • A content ops lead plans one weekly public-account topic on AI transformation, with theme, claim, and audience.
  • After confirming a topic, an author generates an outline and stores structural preferences in the rule file.
  • An editor removes AI-like phrasing from a draft, then logs word, sentence, and deletion changes for review.
  • A content team reviews the rule set monthly, merges similar rules, and removes stale writing preferences.

Best For

  • A public-account operations writer who publishes on a fixed weekly schedule and wants topics and drafts to match an existing style.
  • An editor responsible for workplace or AI content who wants repeated revisions to become reusable rules.
  • An author who wants to remove formulaic AI phrasing by calling a de-AI draft skill after first drafts.
  • A content lead who needs to convert personal editing preferences into rules the team can reuse.