article-reviewer

Review and revise Chinese or English articles for factual accuracy, logic, and publication risk.

5|1|Updated Jul 31, 2026
One-click install
npx skills add https://github.com/shiker1996/wechat-editroom --skill article-reviewer-shiker1996
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: article-reviewer
Source: https://github.com/shiker1996/wechat-editroom/tree/main/skills/article-reviewer
Command: npx skills add https://github.com/shiker1996/wechat-editroom --skill article-reviewer-shiker1996

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Draft articles often contain unverified claims, weak logic, overpromising titles, or legal and reputational risks that are hard to catch before publishing. This Skill systematically reviews and revises articles so factual, structural, and compliance issues are fixed before release. ## Core Features & Use Cases - Fact and Boundary Checking: Splits verifiable claims, checks whether sources directly support them, and separates facts, source statements, inferences, and opinions. - Argument and Traffic Structure Review: Examines causal leaps, title promise fulfillment, opening hooks, H2 progression, and ending payoff against the material brief and writing stance. - Risk and Compliance Screening: Flags privacy, defamation, discrimination, medical/legal/financial misinformation, copyright issues, and high-impact claims (IPO, fraud, accidents) with blocker/major/minor severity levels. - Use Case: In an orchestrated pipeline, it reads the outline fact base (02-outline.md) and the humanized draft (05-humanized.md), then writes a publishable revised article to 06-reviewed.md while the orchestrator receives a structured pass/issues gate decision. ## Quick Start Use the article-reviewer skill to review and revise this draft article for factual support, logic, title accuracy, and publication risk.

Frequently Asked Questions about article-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fact-check an article before publishing on WeChat?

Use this Skill to split the draft into verifiable claims and check whether each source directly supports them, including timeliness, quote accuracy, and numeric consistency. Claims without direct evidence are marked as unverified rather than treated as confirmed facts.

What does an AI article reviewer check besides grammar?

It checks factual support, fact-versus-opinion boundaries, argumentation logic, title promise fulfillment, opening retention, H2 structure, ending payoff, and risks like defamation, privacy, and copyright. Severity is graded as blocker, major, or minor.

Can this Skill review both Chinese and English articles?

Yes, it reviews and revises articles written in Chinese or English. The same review sequence and severity rules apply regardless of language, including fact checking, logic review, and publication compliance screening.

What happens when an article fails the review gate?

If a blocker or unresolved major issue exists, the result is needs-revision with the specific rework stage identified. Blocked publication compliance prevents layout, and a blocked title status sends the work back to the title stage.

Does the reviewer rewrite the author's style and voice?

No, it preserves the author's core positions, character details, and high-impact judgments while removing unsupported facts and harmful statements. It fixes ambiguity and repetition without flattening the author's voice into a uniform reviewer tone.