Official Account Writing Evolution
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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 generationtooutline,draft,revision logging, andrule 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 inhistory/evolution_log.md. - Draft support: After drafting, it can call
ai-article-humanizerorai-flavor-removerto reduce AI-like phrasing, or uselidan-writing-frameworkwhen 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.
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