fix: expose CHECK_REQUIRED periods as field-level-disclosed evidence instead of hiding entire rows

feat: multi-provider LLM support, prominent chat, design pass, and new analytics

fix: background generation, parallel tools, prompt caching, Tavily cache

deploy: Primer app for HF Spaces — clean orphan history