Intelligent search router that dynamically selects OpenCLI sources based on query context and data requirements.

• Routes queries to optimal OpenCLI search sources (AI providers like grok, doubao, gemini; or vertical platforms for shopping, travel, jobs, finance, social media, tech docs, news)
• Enforces live registry checks via opencli list -f yaml and real-time help inspection (opencli <site> -h) to avoid stale command signatures and parameter assumptions
• Implements strict per-query budgets: one AI source per question, non-AI sources capped at 2 calls with documented justification for second calls
• Requires search summary reporting at query end, documenting which sites were queried, search terms used, call counts, and any frequency-limited skips
• Prioritizes single AI source selection based on language and context (grok for real-time/English, doubao for Chinese/lifestyle, gemini for global web content) before supplementing with 1–2 specialized vertical sources only when AI results are insufficient