Search

Search web, library docs, and GitHub code using progressive escalation.

Quick Start

Decision Tree:

• Library/framework docs? → Context7 get-library-docs
• Code examples/patterns? → GitHub Grep grep_searchGitHub
• Web info/tutorials? → Tavily tavily_search (fallback chain: Exa → Z.AI webSearchPrime)
• Error screenshot/diagram? → Z.AI Vision diagnose_error_screenshot / understand_technical_diagram
• Multiple sources needed? → Run tools in parallel

Default Workflow:

1. Start simple: search_depth: "basic", maxResults: 5
2. If insufficient: Escalate to Level 2 (expand query, increase results)
3. If repeated problem: Escalate to Level 3 (parallel queries, extraction, crawling)

Agent Roles