Architecture Design:
- Supabase: dual-write (primary) + SQLite (cache)
- Heartbeat: supabase.table(events).insert every 15s
- Claude: anthropic SDK via run_claude_task()
- QA: 6 check types including browser_check
- Skills: SKILL_TASK_MAP enforcement in worker