web-research
The web-research skill provides neural search and web scraping capabilities through x402-protected APIs. It integrates Exa for semantic search and content extraction, Firecrawl for scraping JavaScript-rendered sites, and Cloudflare for multi-page site crawling.
Is web-research safe to install?
Review the source first: our audit of web-research's source files found 2 shell commands, 8 external URLs, no file writes (high risk). Every command and URL listed appears verbatim in the skill's source. The skill executes shell commands and performs network requests to external APIs.
How we audit skills: our security review methodology.
Who is this skill for?
Users requiring deep web research, content extraction from blocked or JavaScript-heavy websites, and automated site crawling.
What can you do with it?
- Deep web research and investigation
- Finding pages similar to a reference URL
- Extracting clean text from web pages
- Scraping sites that block standard fetchers
- Getting direct answers to factual questions
- Research requiring multiple sources
- Crawling multiple pages from a website
How good is this skill?
Quality score: 5/10. The documentation is clear, provides specific command examples, and includes a helpful cost-optimization guide.
What does the skill file contain?
# Web Research with x402 APIs Access Exa (neural search) and Firecrawl (web scraping) through x402-protected endpoints. ## Setup See [rules/getting-started.md](rules/getting-started.md) for installation and wallet setup. ## Quick Reference | Task | Endpoint | Price | Best For | |------|----------|-------|----------| | Neural search | `https://stableenrich.dev/api/exa/search` | $0.01 | Semantic web search | | Find similar | `https://stableenrich.dev/api/exa/find-similar` | $0.01 | Pages similar to a URL | | Extract text | `https://stableenrich.dev/api/exa/contents` | $0.002 | Clean text fr...
Frequently asked questions
How do I handle JavaScript-heavy websites?
Use the Firecrawl scrape endpoint and include the waitFor parameter to allow the page to render.
What is the most cost-effective way to extract text?
Use the Exa contents endpoint, which costs $0.002 per request when you already possess the target URLs.
How does the multi-page crawl work?
It uses a two-step process: start the crawl via the Cloudflare crawl endpoint to receive a token, then poll the Cloudflare jobs endpoint using that token until the task completes.
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