wk-gzh-refine

Extract facts and separate subjective viewpoints from WeChat public account articles.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/wukongnotnull/wk-plugin-store-private --skill wk-gzh-refine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: wk-gzh-refine
Source: https://github.com/wukongnotnull/wk-plugin-store-private/tree/main/plugins/tangseng/skills/wk-gzh-refine
Command: npx skills add https://github.com/wukongnotnull/wk-plugin-store-private --skill wk-gzh-refine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps users extract objective information from WeChat public account articles and clearly separate factual data from subjective viewpoints, enabling cleaner summaries and better decision-making.

Core Features & Use Cases

  • 从文章中提炼客观信息(事实、数据、事件)与主观观点(看法、情感态度)并分离,提升信息可验证性。
  • 提供信息源溯源、时间线视图、反常识观点标注、结构化摘要等能力,支持多篇文章的并行分析。
  • Use Case: 快速对长篇公众号文章进行要点梳理,输出可核对的结构化摘要和关键数据表。

Quick Start

直接输入要提炼的公众号文章文本或链接,系统将输出带有客观信息与主观观点的结构化摘要。

Frequently Asked Questions about wk-gzh-refine

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

FAQPage Schema
How do I extract objective facts from a WeChat public account article?

To extract objective facts from a WeChat public account article, input the post text to automatically separate factual data, dates, and events from subjective author viewpoints, producing a structured summary with traceable sources.

What is the best way to separate facts from opinions in long-form WeChat posts?

Separating facts from opinions in long-form WeChat posts is done by applying fact-vs-opinion classification to identify specific data and author perspectives, outputting structured summaries that highlight counter-intuitive viewpoints for verification.

Can I build a timeline of events from multiple WeChat public account articles?

Yes, you can build a timeline of events from multiple WeChat public account articles, as the skill supports parallel analysis of long-form posts to assemble chronological event timelines and structured data tables from extracted sources.

Does this tool work with opinion pieces to identify subjective viewpoints and biases?

Yes, this tool works with opinion pieces to identify subjective viewpoints by classifying text into objective facts and subjective author perspectives, explicitly marking counter-intuitive opinions and emotional attitudes for cleaner decision-making.

How do I get structured summaries with sources from WeChat articles?

You get structured summaries with sources from WeChat articles by directly inputting the article text, which triggers the system to extract key points, classify information, and output an organized summary with traceable source references.