feat(frontend): detect HF Space cold start and auto-retry once awake

fix(frontend): envia card_mentions al backend para lookup directo de cartas

feat(llm): add multi-provider abstraction supporting Groq and OpenAI-compat

feat(hardening): frontend error states -- typed errors + ErrorDisplay component

feat: scaffold Next.js frontend with lib, store, and API proxy route