Toutiao Article Reader

Problem

Long-form article tools often get stuck between opening a page and extracting clean content. Toutiao, WeChat Official Accounts, Zhihu, and Xueqiu have different layouts, and the body can be mixed with ads, watermarks, and recommendation modules. Scraping raw HTML can produce noisy text, while manual copy-paste is hard to turn into structured material. toutiao-article-reader targets this workflow by turning a public article into title, author, publish time, body text, and summary for later analysis or reuse.

How It Works And Limits

The skill usually detects the platform, launches playwright, waits for key content to render, and parses title, author, time, and body with beautifulsoup4. It applies platform-specific extraction rules, cleans ads and unrelated modules, and then uses AI to generate a summary and structured report. It fits the pattern of providing a link, asking for reading, summarizing, or analysis.

There are practical limits: it relies on a real browser, so the first run downloads Chromium and page loads are slower than direct requests, often around 5–10 seconds. Login-protected, permission-limited, or anti-bot-heavy articles may not be readable. Generic rules are used for other platforms, so extraction quality may be lower than on Toutiao, WeChat, Zhihu, and Xueqiu.