T2-076: "Ask AI" chat interface (web)

Track: 2 — UI Revamp + AI Analytics
Section: Champion Stats Hub (Web) -- AI Analytics
Status: [ ] Todo
Repo: champion-stats-hub
Branch: feature/T2-076-web-ask-ai-chat

Done When

Chat-like interface on /cornerman. Type question -> AI responds with health data context. Conversation history

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