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Web Access

Data Analysis Updated 2026.08.30

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Please install @user_87fe1a85/gwchen06 according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

Many web tasks are not solved by searching and reading a static body. Logged-in dashboards, internal tools, dynamically rendered pages, collapsed content, lazy-loaded media, and video frames often sit beyond what WebSearch, WebFetch, or curl can reach. This skill targets workflows that require a real browser context for discovery, extraction, and interaction.

How It Works

It checks Node.js 22+, browser debugging availability, and a CDP Proxy, then drives a local Chromium-based browser over an HTTP API. Core capabilities include:
- Static and dynamic reading: use WebFetch, curl, or optional Jina preprocessing for known URLs; use DOM evaluation when raw structure matters.
- In-browser interaction: inspect structure and perform actions with /eval, /click, /scroll, and /screenshot, which helps with logged-in pages and anti-scraping constraints.
- Media and video: extract image URLs from the DOM, seek a <video> element, and capture frames for discrete content analysis.
- Parallel research: independent targets can be split across sub-Agents using separate targetId values, keeping large page content out of the main context.

Boundaries And Notes

This skill depends on a local browser and CDP connection, so initial setup may require user authorization. Rapidly opening many pages can trigger anti-crawl controls. It should not close existing user tabs; temporary tabs created by the skill should be cleaned up. Login prompts should be based on whether the target content is actually inaccessible. Site-pattern files should contain only verified facts, with fallback to generic behavior when they fail.

Use Cases

  • Research several projects by opening official sites, docs, and forums, then return summaries only.
  • Verify a policy claim by locating the issuing agency's original notice and recording the source.
  • Extract lazy-loaded image URLs from dynamic pages and download public assets for visual analysis.
  • Search local Chrome or Edge history for frequently accessed internal system entry points.

Best For

  • Product analysts who must inspect logged-in dashboards or internal systems rather than public docs.
  • Researchers who verify claims by reading official agencies, papers, and corporate news pages first.
  • Content engineers who extract DOM, images, or video frames from dynamic web pages.
  • Agent developers who split independent web research into parallel tasks to protect main context.