v3: AI SDK pivot — pi removed, Next.js 16 + AI SDK 7 + AI Elements teacher app

The teaching agent no longer runs on pi. Stack:
- ToolLoopAgent (ai@7) + OpenRouter (OPENROUTER_API_KEY), model via LH_MODEL,
  default anthropic/claude-sonnet-4.5 with reasoning tokens
- quiz/ask_user_question = client-side tools (no server execute): the call
  lands as a typed tool part in input-available state; the card grades via
  src/core/question-core.ts; addToolOutput sends the verdict; the teacher's
  reaction continues the same assistant message
- resume-mid-quiz is free: the pending tool part persists in the transcript
- persistence: one JSON per chat (data/chats/), full UIMessage transcripts,
  saved onFinish (also on abort)
- UI: AI Elements (owned copy-paste components, pruned to the five in use)
  + button-based QuizCard/AnsweredCard (ask answers never graded)
- pi fully removed: TUI, extensions, Fastify+WS server, bridge, custom
  protocol all deleted (recoverable from git history)
- tests: question-core units carry over; chat-flow integration drives
  handleChatRequest with MockLanguageModelV4 (48 tests, zero tokens);
  render smoke tests guard the cards (renderToStaticMarkup)

Carried over unchanged: teacher system prompt, question-core, schema/
ledger/derive/extract pipeline, data model.

components.json

@@ -0,0 +1,21 @@
+{
+	"$schema": "https://ui.shadcn.com/schema.json",
+	"style": "new-york",
+	"rsc": true,
+	"tsx": true,
+	"tailwind": {
+		"config": "",
+		"css": "app/globals.css",
+		"baseColor": "neutral",
+		"cssVariables": true,
+		"prefix": ""
+	},
+	"aliases": {
+		"components": "@/components",
+		"utils": "@/lib/utils",
+		"ui": "@/components/ui",
+		"lib": "@/lib",
+		"hooks": "@/hooks"
+	},
+	"iconLibrary": "lucide"
+}