Agent skill · research science · merit-systems

web-research

Neural web search and content extraction using x402-protected APIs. Better than WebSearch for deep research and WebFetch for blocked sites. USE FOR: - Deep web research and investigation - Finding similar pages 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 TRIGGERS: - "research", "investigate", "deep dive", "find sources" - "similar to", "pages like", "more like this" - "scrape", "extract content from", "get the text from" - "blocked site", "can't access", "paywall" - "what is", "explain", "answer this" - "crawl", "crawl site", "scrape entire site" Use agentcash.fetch for stableenrich.dev endpoints. Prefer Exa for semantic/neural search, Firecrawl for direct scraping.

Why this skill is useful

Provides executable API commands for neural search and web scraping that extend the AI's capabilities for deep web research.

What it needs

Requires agentcash account access. About 4k tokens when loaded. Last updated 2026-07-14. 16 stars on the source repository.

What this skill does

Web Research with x402 APIs Access Exa (neural search) and Firecrawl (web scraping) through x402-protected endpoints. Setup See 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 from URLs Direct answers https://stableenrich.dev/api/exa/answer $0.01 Factual Q&A Scrape page https://stableenrich.dev/api/firecrawl/scrape $0.0126 Single page to markdown Web search https://stableenrich.dev/api/firecrawl/search $0.0252 Search with content snippets Crawl website https://stableenrich.dev/api/cloudflare/crawl $0.10 Multi-page site crawl Poll crawl GET https://stableenrich.dev/api/cloudflare/jobs?token=... Free Poll crawl results When to Use What Scenario Tool ---------- ------ General web search WebSearch (free) or Exa ($0.01) Semantic/conceptual search Exa search Find pages like X Exa find-similar Get clean text from URL Exa contents Scrape blocked/JS-heavy site Firecrawl scrape Search + content snippets Firecrawl search Quick fact lookup Exa answer Crawl entire site/section Cloudflare crawl See rules/when-to-use.md for detailed guidance. Exa Neural Search Semantic search that understands meaning, not just keywords: Options: query - Search query (required) numResults - Number of results (default: 5, max: 100) type - Search mode/latency strategy ("auto", "fast", "deep"). …

How to use it

Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:

@skills merit-systems/web-research

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