WeChat Article Summary

Problem to solve

WeChat articles often mix navigation, ads, comments, and unrelated recommendations. Pasting that raw text into a model can produce summaries that simply repeat the title and add generic remarks. This skill separates extraction from summarization: a unified reader produces structured content, and the final summary is based on content_text, not only the title or description. It is aimed at longer pieces where the useful question is what conclusion the material wants the reader to accept, what evidence supports it, and what should be remembered or done.

How it works

• Unified reading: supports wechat, generic-web, pdf, docx, markdown, text, and raw-text sources. For WeChat posts it uses a bundled mp.weixin.qq.com extractor to preserve article text while ignoring ads, sidebars, and comments where possible.
• Reading-purpose identification: before writing, it classifies the material as fact retrieval, concept understanding, method learning, opportunity judgment, object evaluation, viewpoint formation, or mixed, then asks what question it answers, what conclusion it pushes, and what evidence, examples, or reasoning support that conclusion.
• Material-type focus: news summaries prioritize confirmed facts, timeline, uncertainty, and open follow-up; opinion pieces focus on claim, assumptions, counterarguments, and bias; technical reports focus on research question, evidence chain, findings, limitations, and decision implications.
• Output constraints: the response follows a fixed section order and avoids vague phrases such as “important significance” or “worth attention.” Uncertain points are marked as not stated in the source, and key professional concepts are usually limited to 2–4 explanations with plain analogies.

Boundaries

It is better at interpreting and distilling than mechanically extracting. If the page is anti-scraping, the PDF is scanned, the article is too short, or extraction fails, it asks for copied text, saved HTML/PDF, Word/Markdown files, or other alternative material. The summary remains Chinese-oriented, avoids inventing facts, and for marketing posts, resumes, or papers it tends to expose intent, evidence gaps, and actionable conclusions rather than restating each section.