Liu Run Style Business Writing Assistant

Problem It Solves

When notes, drafts, or opinions only describe what happened but do not explain why, business writing can drift into slogans, stacked adjectives, and vague judgment. Liu Run Style Business Writing Assistant is aimed at Chinese business articles, management writing, industry commentary, and public-account content, turning scattered inputs into structured prose with questions, concept definitions, mechanism analysis, and action recommendations.

How It Works

The skill is not a persona impersonation system. It applies a reusable editorial workflow based on public writing methods:
- Task routing: separates drafting, rewriting, outlining, title/opening/closing polish, review, and concept explanation.
- Claim extraction: identifies the central judgment before expanding into phenomenon, surface cause, deeper cause, case, and recommendation.
- Structure templates: uses problem-insight, concept-explanation, opinion-commentary, and rewrite-polish patterns.
- Language constraints: favors short sentences, segmented paragraphs, and gradual progression, while avoiding empty praise and unsupported assertions.
- Self-check: verifies opening question, defined concept, underlying logic, case mechanism, action advice, and absence of unverified facts.

Scope And Caveats

It is useful for clarifying complex concepts, upgrading rough drafts into more layered business expression, and checking article structure. It is not a source for authoritative data, insider facts, personal endorsement, or absolute conclusions. When evidence is missing, the output should state assumptions instead of inventing cases.