How does it handle websites with anti-scraping measures?

The maps include documentation on authentication status and anti-scraping triggers, providing recommended workarounds and agent-verified success reports.

Can I use this for websites not related to finance?

Yes, while it has extensive coverage of financial exchanges like SSE, the system is designed to index data functions and automation recipes for any URL.

What is the primary benefit of using VeriGlow Agent Map?

It significantly reduces development time by providing pre-mapped API endpoints and automation scripts, eliminating the need for manual website reverse-engineering.

Is it better to use the API discovery or browser automation?

Direct API calls are always preferred as they are faster and more reliable; browser automation is provided as a robust fallback for dynamic pages.

Which AI agents are compatible with this skill?

It works seamlessly with Claude Code, OpenClaw, Cursor, and any AI agent that follows the AgentSkills-compatible standard.

VeriGlow Agent Map

Name: VeriGlow Agent Map
Author: ChizhongWang

byChizhongWang

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网络抓取与数据收集

Discovers hidden APIs, browser automation recipes, and structured data extraction patterns for any website to streamline AI agent interactions.

VeriGlow Agent Map acts as a specialized registry of agent-readable documentation that bridges the gap between AI models and complex web architectures. By providing a clear roadmap of internal API endpoints, request parameters, and response schemas, it allows agents to bypass traditional scraping hurdles in favor of direct data access. When direct APIs are unavailable, the skill offers precise browser automation recipes, DOM selectors, and real-world reliability reports, ensuring that agents can navigate dynamic content and anti-scraping measures with high success rates, particularly for high-value financial and government data sources.

主要功能

01Detailed data schemas including field types and example responses

02Agent reliability reports documenting success rates and edge cases

03Discovery of internal and hidden web APIs for direct data fetching

04Technical page internals including JS controllers and DOM selectors

05Ready-to-use browser automation recipes for Playwright and Puppeteer

062 GitHub stars

使用场景

01Extracting structured financial or government data without manual reverse-engineering

02Automating complex browser interactions on JS-heavy web applications

03Monitoring website data freshness and reliability through historical agent logs

主要功能

01Detailed data schemas including field types and example responses

02Agent reliability reports documenting success rates and edge cases

03Discovery of internal and hidden web APIs for direct data fetching

04Technical page internals including JS controllers and DOM selectors

05Ready-to-use browser automation recipes for Playwright and Puppeteer

062 GitHub stars

使用场景

01Extracting structured financial or government data without manual reverse-engineering

02Automating complex browser interactions on JS-heavy web applications

03Monitoring website data freshness and reliability through historical agent logs