search-online

To coordinate web searches across multiple providers, this Skill detects available backends from environment keys and automatically routes queries through Composio, HyperBrowser, then Firecrawl with graceful fallbacks.

Automatic provider detection works by checking environment keys and installed packages to determine which search backends are available, then delegating searches to the appropriate tool without manual configuration.

Yes, you need specific environment keys configured for HyperBrowser and Firecrawl. The Skill uses these keys to detect available providers and orchestrates searches starting with Composio before falling back to others.

The best way to gather and validate research sources is using subagent-based searches. This approach executes short-lived searches across detected providers and saves findings to files for traceability and auditability.

If Composio is unavailable during a multi-provider web search, the orchestration logic applies a graceful fallback, automatically routing the search request to HyperBrowser or Firecrawl based on environment detection.