cyberneticlibrary

Search the web for research evidence

web-searchskillsetup L20
Sheshiyer/skill-clusters
What it does

Search the live web and extract evidence from sources

Best for

Citation-backed research and fact-checking from open web sources

Inputs
  • · Search query
  • · optional: source types (web, news, images), domain filters
Outputs
  • · Search results with URLs
  • · Full-page content extraction from sources
  • · Evidence and citations
Requires
  • · Web search tool (built-in or Firecrawl)
  • · WebFetch for source extraction
Preconditions

Internet connectivity; search tool configured

Failure modes

Misinformation in search results; paywalled content; broken URLs

Trust signals
  • · Read-only tool (no outbound posting)
  • · Verification workflow (multiple sources required for strong claims)