From d3b89d8e09fad05ed21fe98bd4d15a41bfd5f534 Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 15:08:19 +0530
Subject: [PATCH 1/6] feat(examples): add OpenUI PDF RAG integration

---
 examples/README.md                            |    1 +
 examples/with-openui/.env.example             |    3 +
 examples/with-openui/.gitignore               |    8 +
 examples/with-openui/README.md                |  138 +
 examples/with-openui/app/api/chat/route.ts    |   78 +
 examples/with-openui/app/globals.css          |   16 +
 examples/with-openui/app/layout.tsx           |   15 +
 examples/with-openui/app/page.tsx             |   60 +
 .../data/nyc-2025-housing-supply-report.pdf   |  Bin 0 -> 2157311 bytes
 examples/with-openui/lib/chat-request.test.ts |   29 +
 examples/with-openui/lib/chat-request.ts      |   17 +
 examples/with-openui/next.config.ts           |    7 +
 .../openui/generated/system-prompt.spec.json  | 2691 +++++++++++++++++
 .../openui/generated/system-prompt.txt        |  223 ++
 examples/with-openui/openui/library.test.ts   |   62 +
 examples/with-openui/openui/library.ts        |    4 +
 examples/with-openui/package.json             |   45 +
 examples/with-openui/postcss.config.mjs       |    7 +
 examples/with-openui/tsconfig.json            |   29 +
 examples/with-openui/vitest.config.ts         |    7 +
 examples/with-openui/voltagent/agent.ts       |   41 +
 .../voltagent/pdf-retriever.test.ts           |   58 +
 .../with-openui/voltagent/pdf-retriever.ts    |  308 ++
 pnpm-lock.yaml                                | 1720 ++++++++++-
 24 files changed, 5407 insertions(+), 160 deletions(-)
 create mode 100644 examples/with-openui/.env.example
 create mode 100644 examples/with-openui/.gitignore
 create mode 100644 examples/with-openui/README.md
 create mode 100644 examples/with-openui/app/api/chat/route.ts
 create mode 100644 examples/with-openui/app/globals.css
 create mode 100644 examples/with-openui/app/layout.tsx
 create mode 100644 examples/with-openui/app/page.tsx
 create mode 100644 examples/with-openui/data/nyc-2025-housing-supply-report.pdf
 create mode 100644 examples/with-openui/lib/chat-request.test.ts
 create mode 100644 examples/with-openui/lib/chat-request.ts
 create mode 100644 examples/with-openui/next.config.ts
 create mode 100644 examples/with-openui/openui/generated/system-prompt.spec.json
 create mode 100644 examples/with-openui/openui/generated/system-prompt.txt
 create mode 100644 examples/with-openui/openui/library.test.ts
 create mode 100644 examples/with-openui/openui/library.ts
 create mode 100644 examples/with-openui/package.json
 create mode 100644 examples/with-openui/postcss.config.mjs
 create mode 100644 examples/with-openui/tsconfig.json
 create mode 100644 examples/with-openui/vitest.config.ts
 create mode 100644 examples/with-openui/voltagent/agent.ts
 create mode 100644 examples/with-openui/voltagent/pdf-retriever.test.ts
 create mode 100644 examples/with-openui/voltagent/pdf-retriever.ts

diff --git a/examples/README.md b/examples/README.md
index a69801d31..d8bc29b6e 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -100,6 +100,7 @@ Create a multi-agent research workflow where different AI agents collaborate to
 - [OpenRouter](./with-openrouter) — Use OpenRouter through VoltAgent's built-in `openrouter/<model>` routing.
 - [Chroma](./with-chroma) — RAG with Chroma vectors showing automatic vs tool‑driven retrieval patterns.
 - [Client‑side Tools](./with-client-side-tools) — Next.js UI triggers typed client‑side tools safely, VoltAgent on the server.
+- [OpenUI](./with-openui) — Retrieve grounded facts from one PDF with VoltAgent and stream them as themed charts, forms, and follow-up actions with OpenUI.
 - [Cloudflare Workers](./with-cloudflare-workers) — Deploy your agent on Workers using the Hono server adapter.
 - [Composio (MCP)](./with-composio-mcp) — Call Composio actions through MCP tools inside your workflows.
 - [Custom Endpoints](./with-custom-endpoints) — Add bespoke REST endpoints alongside agent/workflow routes.
diff --git a/examples/with-openui/.env.example b/examples/with-openui/.env.example
new file mode 100644
index 000000000..b0814539b
--- /dev/null
+++ b/examples/with-openui/.env.example
@@ -0,0 +1,3 @@
+OPENAI_API_KEY=your-openai-api-key
+VOLTAGENT_MODEL=openai/gpt-4o-mini
+VOLTAGENT_EMBEDDING_MODEL=text-embedding-3-small
diff --git a/examples/with-openui/.gitignore b/examples/with-openui/.gitignore
new file mode 100644
index 000000000..a37addb57
--- /dev/null
+++ b/examples/with-openui/.gitignore
@@ -0,0 +1,8 @@
+/node_modules
+/.next
+/out
+/coverage
+/.env
+/.env.local
+*.tsbuildinfo
+next-env.d.ts
diff --git a/examples/with-openui/README.md b/examples/with-openui/README.md
new file mode 100644
index 000000000..d121030b1
--- /dev/null
+++ b/examples/with-openui/README.md
@@ -0,0 +1,138 @@
+# VoltAgent + OpenUI PDF RAG
+
+This example connects [VoltAgent](https://voltagent.dev/) to
+[OpenUI](https://openui.com/) in a grounded, streaming RAG chat. VoltAgent
+extracts and chunks one bundled PDF, embeds the chunks in memory, retrieves the
+most relevant pages for every turn, and supplies that context to the model.
+OpenUI turns the grounded answer into interactive charts, forms, and follow-up
+actions.
+
+The bundled [2025 Housing Supply Report](./data/nyc-2025-housing-supply-report.pdf)
+from the [New York City Rent Guidelines Board](https://rentguidelinesboard.cityofnewyork.us/research/)
+is the only runtime source of housing facts. It is an official annual government
+report covering calendar-year 2024. The starter prompts contain no hidden chart
+values, and there is no fallback mock dataset. The bundled file was downloaded
+from the Board's [official PDF](https://rentguidelinesboard.cityofnewyork.us/wp-content/uploads/2025/05/2025-HSR.pdf).
+
+## Supported versions
+
+The example is tested from this repository lockfile with VoltAgent
+`@voltagent/core` 2.9.x, `@voltagent/rag` 1.0.x, `pdf-parse` 2.4.x, and OpenUI
+`@openuidev/react-ui` 0.13.x, `@openuidev/react-lang` 0.2.x, and
+`@openuidev/react-headless` 0.9.x.
+
+## Run it
+
+From the repository root:
+
+```bash
+pnpm install
+cp examples/with-openui/.env.example examples/with-openui/.env
+# Add your OPENAI_API_KEY to examples/with-openui/.env
+pnpm --filter voltagent-example-with-openui dev
+```
+
+Open [http://localhost:3000](http://localhost:3000). `VOLTAGENT_MODEL` defaults
+to `openai/gpt-4o-mini`, and `VOLTAGENT_EMBEDDING_MODEL` defaults to
+`text-embedding-3-small`. Both accept bare OpenAI model IDs; the chat setting
+also accepts an `openai/` prefix.
+
+The API key, PDF parsing, embeddings, and retrieval all stay server-side. Do
+not expose the key with a `NEXT_PUBLIC_` prefix.
+
+## Architecture
+
+```text
+data/nyc-2025-housing-supply-report.pdf
+  -> pdf-parse page extraction (once, lazily)
+  -> @voltagent/rag RecursiveChunker
+  -> OpenAI embeddings cached in memory
+
+AgentInterface user/action
+  -> POST /api/chat with the full thread and threadId
+  -> VoltAgent Agent.streamText()
+  -> NycHousingPdfRetriever vector search
+  -> retrieved page context injected by VoltAgent
+  -> model emits source-grounded OpenUI Lang
+  -> OpenAI-compatible SSE
+  -> OpenUI adapter -> parser -> AgentInterface renderer
+```
+
+`voltagent/pdf-retriever.ts` extends VoltAgent's `BaseRetriever`. Its index is
+created on the first request and reused for the life of the server process. It
+ranks chunks semantically, then expands the best matches back to their complete
+PDF pages so multi-column tables and map labels remain intact. VoltAgent injects
+those pages, the report title, and exact page numbers into the agent's prompt as
+relevant context. No vector database is required for this small,
+single-document demo.
+
+`openui/library.ts` exports the same `openuiChatLibrary` used by the renderer.
+The OpenUI CLI generates `openui/generated/system-prompt.txt` from that file,
+and the VoltAgent agent reads the generated prompt on the server. Regenerate it
+after changing the library:
+
+```bash
+pnpm --filter voltagent-example-with-openui generate:prompt
+```
+
+The `AgentInterface` keeps its built-in `ThemeProvider` enabled and applies a
+visible VoltAgent-green dark theme. Its built-in `ContinueConversation` action
+adapter sends a `FollowUpItem` label or `@ToAssistant` form action back through
+the same `/api/chat` route. Form state is serialized into the user message
+context, so VoltAgent receives the values the user actually edited.
+
+## Replace the datasource
+
+To use a different source of truth:
+
+1. Replace `data/nyc-2025-housing-supply-report.pdf` with your PDF.
+2. Update the report filename, title, publisher, source URL, and domain-specific agent rules.
+3. Restart the server so the lazy in-memory index is rebuilt.
+
+For a larger or frequently changing document collection, move chunk embeddings
+to a persistent vector store and invalidate the index when documents change.
+In production, also add authentication and rate limiting to `/api/chat`, use a
+real user identifier, configure durable conversation memory, and treat uploaded
+PDF text as untrusted input.
+
+## Acceptance prompts
+
+Chart:
+
+> Using only the official 2025 Housing Supply Report PDF, show 2024 residential
+> building permits for all five New York City boroughs as a labeled bar chart.
+> Cite the source page and end with two relevant follow-up suggestions.
+
+The chart should show Bronx `3,125`, Brooklyn `6,588`, Manhattan `2,347`, Queens
+`3,240`, and Staten Island `326` dwelling units, citing PDF page 6. Those values
+must come from retrieval, not the prompt.
+
+Click either rendered follow-up. Its exact label should appear as one new user
+turn and produce one new VoltAgent request in the same conversation.
+
+Analysis:
+
+> Using only the official source report, explain the most important 2024 housing
+> supply and vacancy signals, including where borough trends diverged. Cite
+> source pages and end with two next questions.
+
+Form:
+
+> Create a validated housing analysis form with required focus area and audience
+> fields plus notes. Add a primary Analyze button that sends the completed
+> values to you.
+
+Leave required fields empty to see validation. Then submit focus area
+`Vacancy rates`, audience `City planners`, and notes
+`Compare borough differences`. The next rendered answer should acknowledge the
+focus area and audience, then use only facts retrieved from the PDF.
+
+## Checks
+
+```bash
+pnpm --filter voltagent-example-with-openui generate:prompt
+pnpm --filter voltagent-example-with-openui typecheck
+pnpm --filter voltagent-example-with-openui lint
+pnpm --filter voltagent-example-with-openui test
+pnpm --filter voltagent-example-with-openui build
+```
diff --git a/examples/with-openui/app/api/chat/route.ts b/examples/with-openui/app/api/chat/route.ts
new file mode 100644
index 000000000..5f20576ef
--- /dev/null
+++ b/examples/with-openui/app/api/chat/route.ts
@@ -0,0 +1,78 @@
+import { readFileSync } from "node:fs";
+import { join } from "node:path";
+import { parseChatRequest } from "@/lib/chat-request";
+import { createOpenUIAgent } from "@/voltagent/agent";
+import { safeStringify } from "@voltagent/internal/utils";
+import { z } from "zod";
+
+export const runtime = "nodejs";
+
+const openUISystemPrompt = readFileSync(
+  join(process.cwd(), "openui/generated/system-prompt.txt"),
+  "utf8",
+);
+const agent = createOpenUIAgent(openUISystemPrompt);
+
+function completionChunk(id: string, content: string) {
+  return `data: ${safeStringify({
+    id,
+    object: "chat.completion.chunk",
+    choices: [{ index: 0, delta: { content }, finish_reason: null }],
+  })}\n\n`;
+}
+
+function stopChunk(id: string) {
+  return `data: ${safeStringify({
+    id,
+    object: "chat.completion.chunk",
+    choices: [{ index: 0, delta: {}, finish_reason: "stop" }],
+  })}\n\n`;
+}
+
+export async function POST(request: Request) {
+  try {
+    const { messages, threadId = "openui-demo" } = parseChatRequest(await request.json());
+    const result = await agent.streamText(messages, {
+      userId: "openui-demo-user",
+      conversationId: threadId,
+      abortSignal: request.signal,
+    });
+
+    const encoder = new TextEncoder();
+    const responseId = `voltagent-${crypto.randomUUID()}`;
+
+    const stream = new ReadableStream({
+      async start(controller) {
+        try {
+          for await (const text of result.textStream) {
+            controller.enqueue(encoder.encode(completionChunk(responseId, text)));
+          }
+
+          controller.enqueue(encoder.encode(stopChunk(responseId)));
+          controller.enqueue(encoder.encode("data: [DONE]\n\n"));
+          controller.close();
+        } catch (error) {
+          if (!request.signal.aborted) {
+            console.error("[voltagent-openui] stream failed", error);
+            controller.error(error);
+          }
+        }
+      },
+    });
+
+    return new Response(stream, {
+      headers: {
+        "Cache-Control": "no-cache, no-transform",
+        Connection: "keep-alive",
+        "Content-Type": "text/event-stream",
+      },
+    });
+  } catch (error) {
+    if (error instanceof z.ZodError) {
+      return Response.json({ error: "Invalid chat request" }, { status: 400 });
+    }
+
+    console.error("[voltagent-openui] route failed", error);
+    return Response.json({ error: "Unable to start the VoltAgent stream" }, { status: 500 });
+  }
+}
diff --git a/examples/with-openui/app/globals.css b/examples/with-openui/app/globals.css
new file mode 100644
index 000000000..21e769516
--- /dev/null
+++ b/examples/with-openui/app/globals.css
@@ -0,0 +1,16 @@
+@import "tailwindcss";
+@import "@openuidev/react-ui/styles/index.css";
+
+:root {
+  color-scheme: dark;
+}
+
+html,
+body {
+  height: 100%;
+  margin: 0;
+}
+
+body {
+  background: oklch(0.15 0.015 162);
+}
diff --git a/examples/with-openui/app/layout.tsx b/examples/with-openui/app/layout.tsx
new file mode 100644
index 000000000..35769484a
--- /dev/null
+++ b/examples/with-openui/app/layout.tsx
@@ -0,0 +1,15 @@
+import type { Metadata } from "next";
+import "./globals.css";
+
+export const metadata: Metadata = {
+  title: "VoltAgent + OpenUI",
+  description: "Interactive generative UI streamed by VoltAgent and rendered with OpenUI",
+};
+
+export default function RootLayout({ children }: Readonly<{ children: React.ReactNode }>) {
+  return (
+    <html lang="en">
+      <body>{children}</body>
+    </html>
+  );
+}
diff --git a/examples/with-openui/app/page.tsx b/examples/with-openui/app/page.tsx
new file mode 100644
index 000000000..e153e1d76
--- /dev/null
+++ b/examples/with-openui/app/page.tsx
@@ -0,0 +1,60 @@
+"use client";
+
+import {
+  AgentInterface,
+  createTheme,
+  fetchLLM,
+  openAIAdapter,
+  openAIMessageFormat,
+} from "@openuidev/react-ui";
+import { openuiChatLibrary } from "@openuidev/react-ui/genui-lib";
+import { useMemo } from "react";
+
+const voltAgentTheme = createTheme({
+  background: "oklch(0.15 0.015 162 / 1)",
+  foreground: "oklch(0.2 0.018 162 / 1)",
+  interactiveAccentDefault: "oklch(0.76 0.18 157 / 1)",
+  interactiveAccentHover: "oklch(0.82 0.17 157 / 1)",
+  textBrand: "oklch(0.82 0.17 157 / 1)",
+});
+
+export default function Home() {
+  const llm = useMemo(
+    () =>
+      fetchLLM({
+        url: "/api/chat",
+        streamAdapter: openAIAdapter(),
+        messageFormat: openAIMessageFormat,
+      }),
+    [],
+  );
+
+  return (
+    <main className="h-screen w-screen overflow-hidden">
+      <AgentInterface
+        llm={llm}
+        componentLibrary={openuiChatLibrary}
+        agentName="VoltAgent + OpenUI"
+        theme={{ mode: "dark", darkTheme: voltAgentTheme }}
+        starterVariant="short"
+        starters={[
+          {
+            displayText: "2024 permits by borough",
+            prompt:
+              "Using only the official 2025 Housing Supply Report PDF, show 2024 residential building permits for all five New York City boroughs as a labeled bar chart. Cite the source page and end with two relevant follow-up suggestions.",
+          },
+          {
+            displayText: "Explain NYC housing supply",
+            prompt:
+              "Using only the official source report, present the most important 2024 housing supply and vacancy signals as a compact dashboard with a headline takeaway, key-metrics table, and borough comparison visual. Keep prose brief, cite source pages, and end with two next questions.",
+          },
+          {
+            displayText: "Housing analysis form",
+            prompt:
+              "Create a validated housing analysis form with required focus area and audience fields plus notes. Add a primary Analyze button that sends the completed values to you.",
+          },
+        ]}
+      />
+    </main>
+  );
+}
diff --git a/examples/with-openui/data/nyc-2025-housing-supply-report.pdf b/examples/with-openui/data/nyc-2025-housing-supply-report.pdf
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diff --git a/examples/with-openui/lib/chat-request.test.ts b/examples/with-openui/lib/chat-request.test.ts
new file mode 100644
index 000000000..ccf4237ae
--- /dev/null
+++ b/examples/with-openui/lib/chat-request.test.ts
@@ -0,0 +1,29 @@
+import { describe, expect, it } from "vitest";
+import { parseChatRequest } from "./chat-request";
+
+describe("parseChatRequest", () => {
+  it("preserves a follow-up action as the next VoltAgent user turn", () => {
+    const content =
+      '<content>Compare borough permit trends</content><context>["User clicked: Compare borough permit trends"]</context>';
+
+    const result = parseChatRequest({
+      threadId: "acceptance-thread",
+      messages: [{ role: "user", content }],
+    });
+
+    expect(result.messages[0]?.content).toBe(content);
+  });
+
+  it("preserves distinctive form values in the action context", () => {
+    const content =
+      '<content>Analyze the submitted housing focus for the specified audience using exact PDF facts and page citations</content><context>["User clicked: Analyze the submitted housing focus for the specified audience using exact PDF facts and page citations",{"housingAnalysis":{"focusArea":"Vacancy rates","audience":"City planners","notes":"Compare borough differences"}}]</context>';
+
+    const result = parseChatRequest({
+      threadId: "acceptance-thread",
+      messages: [{ role: "user", content }],
+    });
+
+    expect(result.messages[0]?.content).toContain("Vacancy rates");
+    expect(result.messages[0]?.content).toContain("Compare borough differences");
+  });
+});
diff --git a/examples/with-openui/lib/chat-request.ts b/examples/with-openui/lib/chat-request.ts
new file mode 100644
index 000000000..f6a497563
--- /dev/null
+++ b/examples/with-openui/lib/chat-request.ts
@@ -0,0 +1,17 @@
+import { z } from "zod";
+
+const chatMessageSchema = z.object({
+  role: z.enum(["user", "assistant"]),
+  content: z.string().max(100_000),
+});
+
+const chatRequestSchema = z.object({
+  threadId: z.string().min(1).max(128).optional(),
+  messages: z.array(chatMessageSchema).min(1).max(50),
+});
+
+export type ChatMessage = z.infer<typeof chatMessageSchema>;
+
+export function parseChatRequest(input: unknown) {
+  return chatRequestSchema.parse(input);
+}
diff --git a/examples/with-openui/next.config.ts b/examples/with-openui/next.config.ts
new file mode 100644
index 000000000..4410b9677
--- /dev/null
+++ b/examples/with-openui/next.config.ts
@@ -0,0 +1,7 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {
+  serverExternalPackages: ["pdf-parse"],
+};
+
+export default nextConfig;
diff --git a/examples/with-openui/openui/generated/system-prompt.spec.json b/examples/with-openui/openui/generated/system-prompt.spec.json
new file mode 100644
index 000000000..277226ee3
--- /dev/null
+++ b/examples/with-openui/openui/generated/system-prompt.spec.json
@@ -0,0 +1,2691 @@
+{
+  "root": "Card",
+  "components": {
+    "Card": {
+      "signature": "Card(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock | SectionBlock | Tabs | Carousel)[])",
+      "description": "Vertical container for all content in a chat response. Children stack top to bottom automatically."
+    },
+    "CardHeader": {
+      "signature": "CardHeader(title?: string, subtitle?: string)",
+      "description": "Header with optional title and subtitle"
+    },
+    "TextContent": {
+      "signature": "TextContent(text: string, size?: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\")",
+      "description": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\"."
+    },
+    "MarkDownRenderer": {
+      "signature": "MarkDownRenderer(textMarkdown: string, variant?: \"clear\" | \"card\" | \"sunk\")",
+      "description": "Renders markdown text with optional container variant"
+    },
+    "Callout": {
+      "signature": "Callout(variant: \"info\" | \"warning\" | \"error\" | \"success\" | \"neutral\", title: string, description: string, visible?: $binding<boolean>)",
+      "description": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false."
+    },
+    "TextCallout": {
+      "signature": "TextCallout(variant?: \"neutral\" | \"info\" | \"warning\" | \"success\" | \"danger\", title?: string, description?: string)",
+      "description": "Text callout with variant, title, and description"
+    },
+    "Image": {
+      "signature": "Image(alt: string, src?: string)",
+      "description": "Image with alt text and optional URL"
+    },
+    "ImageBlock": {
+      "signature": "ImageBlock(src: string, alt?: string)",
+      "description": "Image block with loading state"
+    },
+    "ImageGallery": {
+      "signature": "ImageGallery(images: {src: string, alt?: string, details?: string}[])",
+      "description": "Gallery grid of images with modal preview"
+    },
+    "CodeBlock": {
+      "signature": "CodeBlock(language: string, codeString: string)",
+      "description": "Syntax-highlighted code block"
+    },
+    "Separator": {
+      "signature": "Separator(orientation?: \"horizontal\" | \"vertical\", decorative?: boolean)",
+      "description": "Visual divider between content sections"
+    },
+    "Table": {
+      "signature": "Table(columns: Col[])",
+      "description": "Data table — column-oriented. Each Col holds its own data array."
+    },
+    "Col": {
+      "signature": "Col(label: string, data: any, type?: \"string\" | \"number\" | \"action\")",
+      "description": "Column definition — holds label + data array"
+    },
+    "BarChart": {
+      "signature": "BarChart(labels: string[], series: Series[], variant?: \"grouped\" | \"stacked\", xLabel?: string, yLabel?: string)",
+      "description": "Vertical bars; use for comparing values across categories with one or more series"
+    },
+    "LineChart": {
+      "signature": "LineChart(labels: string[], series: Series[], variant?: \"linear\" | \"natural\" | \"step\", xLabel?: string, yLabel?: string)",
+      "description": "Lines over categories; use for trends and continuous data over time"
+    },
+    "AreaChart": {
+      "signature": "AreaChart(labels: string[], series: Series[], variant?: \"linear\" | \"natural\" | \"step\", xLabel?: string, yLabel?: string)",
+      "description": "Filled area under lines; use for cumulative totals or volume trends over time"
+    },
+    "RadarChart": {
+      "signature": "RadarChart(labels: string[], series: Series[])",
+      "description": "Spider/web chart; use for comparing multiple variables across one or more entities"
+    },
+    "HorizontalBarChart": {
+      "signature": "HorizontalBarChart(labels: string[], series: Series[], variant?: \"grouped\" | \"stacked\", xLabel?: string, yLabel?: string)",
+      "description": "Horizontal bars; prefer when category labels are long or for ranked lists"
+    },
+    "Series": {
+      "signature": "Series(category: string, values: number[])",
+      "description": "One data series"
+    },
+    "PieChart": {
+      "signature": "PieChart(labels: string[], values: number[], variant?: \"pie\" | \"donut\", appearance?: \"circular\" | \"semiCircular\")",
+      "description": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)"
+    },
+    "RadialChart": {
+      "signature": "RadialChart(labels: string[], values: number[])",
+      "description": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)"
+    },
+    "SingleStackedBarChart": {
+      "signature": "SingleStackedBarChart(labels: string[], values: number[])",
+      "description": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)"
+    },
+    "Slice": {
+      "signature": "Slice(category: string, value: number)",
+      "description": "One slice with label and numeric value"
+    },
+    "ScatterChart": {
+      "signature": "ScatterChart(datasets: ScatterSeries[], xLabel?: string, yLabel?: string)",
+      "description": "X/Y scatter plot; use for correlations, distributions, and clustering"
+    },
+    "ScatterSeries": {
+      "signature": "ScatterSeries(name: string, points: Point[])",
+      "description": "Named dataset"
+    },
+    "Point": {
+      "signature": "Point(x: number, y: number, z?: number)",
+      "description": "Data point with numeric coordinates"
+    },
+    "Form": {
+      "signature": "Form(name: string, buttons: Buttons, fields?: FormControl[])",
+      "description": "Form container with fields and explicit action buttons"
+    },
+    "FormControl": {
+      "signature": "FormControl(label: string, input: Input | TextArea | Select | DatePicker | Slider | CheckBoxGroup | RadioGroup, hint?: string)",
+      "description": "Field with label, input component, and optional hint text"
+    },
+    "Label": {
+      "signature": "Label(text: string)",
+      "description": "Text label"
+    },
+    "Input": {
+      "signature": "Input(name: string, placeholder?: string, type?: \"text\" | \"email\" | \"password\" | \"number\" | \"url\", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
+      "description": ""
+    },
+    "TextArea": {
+      "signature": "TextArea(name: string, placeholder?: string, rows?: number, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
+      "description": ""
+    },
+    "Select": {
+      "signature": "Select(name: string, items: SelectItem[], placeholder?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>, size?: \"small\" | \"medium\" | \"large\")",
+      "description": ""
+    },
+    "SelectItem": {
+      "signature": "SelectItem(value: string, label: string)",
+      "description": "Option for Select"
+    },
+    "DatePicker": {
+      "signature": "DatePicker(name: string, mode?: \"single\" | \"range\", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<any>)",
+      "description": ""
+    },
+    "Slider": {
+      "signature": "Slider(name: string, variant: \"continuous\" | \"discrete\", min: number, max: number, step?: number, defaultValue?: number[], label?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<number[]>)",
+      "description": "Numeric slider input; supports continuous and discrete (stepped) variants"
+    },
+    "CheckBoxGroup": {
+      "signature": "CheckBoxGroup(name: string, items: CheckBoxItem[], rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<Record<string, boolean>>)",
+      "description": ""
+    },
+    "CheckBoxItem": {
+      "signature": "CheckBoxItem(label: string, description: string, name: string, defaultChecked?: boolean)",
+      "description": ""
+    },
+    "RadioGroup": {
+      "signature": "RadioGroup(name: string, items: RadioItem[], defaultValue?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
+      "description": ""
+    },
+    "RadioItem": {
+      "signature": "RadioItem(label: string, description: string, value: string)",
+      "description": ""
+    },
+    "SwitchGroup": {
+      "signature": "SwitchGroup(name: string, items: SwitchItem[], variant?: \"clear\" | \"card\" | \"sunk\", value?: $binding<Record<string, boolean>>)",
+      "description": "Group of switch toggles"
+    },
+    "SwitchItem": {
+      "signature": "SwitchItem(label?: string, description?: string, name: string, defaultChecked?: boolean)",
+      "description": "Individual switch toggle"
+    },
+    "Button": {
+      "signature": "Button(label: string, action?: ActionExpression, variant?: \"primary\" | \"secondary\" | \"tertiary\", type?: \"normal\" | \"destructive\", size?: \"extra-small\" | \"small\" | \"medium\" | \"large\")",
+      "description": "Clickable button"
+    },
+    "Buttons": {
+      "signature": "Buttons(buttons: Button[], direction?: \"row\" | \"column\")",
+      "description": "Group of Button components. direction: \"row\" (default) | \"column\"."
+    },
+    "ListBlock": {
+      "signature": "ListBlock(items: ListItem[], variant?: \"number\" | \"image\")",
+      "description": "A list of items with number or image indicators. Each item can optionally have an action."
+    },
+    "ListItem": {
+      "signature": "ListItem(title: string, subtitle?: string, image?: {src: string, alt: string}, actionLabel?: string, action?: ActionExpression)",
+      "description": "Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable."
+    },
+    "FollowUpBlock": {
+      "signature": "FollowUpBlock(items: FollowUpItem[])",
+      "description": "List of clickable follow-up suggestions placed at the end of a response"
+    },
+    "FollowUpItem": {
+      "signature": "FollowUpItem(text: string)",
+      "description": "Clickable follow-up suggestion — when clicked, sends text as user message"
+    },
+    "SectionBlock": {
+      "signature": "SectionBlock(sections: SectionItem[], isFoldable?: boolean)",
+      "description": "Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section."
+    },
+    "SectionItem": {
+      "signature": "SectionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock)[])",
+      "description": "Section with a label and collapsible content — used inside SectionBlock"
+    },
+    "Tabs": {
+      "signature": "Tabs(items: TabItem[])",
+      "description": "Tabbed container"
+    },
+    "TabItem": {
+      "signature": "TabItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[])",
+      "description": "value is unique id, trigger is tab label, content is array of components"
+    },
+    "Accordion": {
+      "signature": "Accordion(items: AccordionItem[])",
+      "description": "Collapsible sections"
+    },
+    "AccordionItem": {
+      "signature": "AccordionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[])",
+      "description": "value is unique id, trigger is section title"
+    },
+    "Steps": {
+      "signature": "Steps(items: StepsItem[])",
+      "description": "Step-by-step guide"
+    },
+    "StepsItem": {
+      "signature": "StepsItem(title: string, details: string)",
+      "description": "title and details text for one step"
+    },
+    "Carousel": {
+      "signature": "Carousel(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[][], variant?: \"card\" | \"sunk\")",
+      "description": "Horizontal scrollable carousel"
+    },
+    "TagBlock": {
+      "signature": "TagBlock(tags: string[])",
+      "description": "tags is an array of strings"
+    },
+    "Tag": {
+      "signature": "Tag(text: string, icon?: string, size?: \"sm\" | \"md\" | \"lg\", variant?: \"neutral\" | \"info\" | \"success\" | \"warning\" | \"danger\")",
+      "description": "Styled tag/badge with optional icon and variant"
+    }
+  },
+  "componentGroups": [
+    {
+      "name": "Content",
+      "components": [
+        "CardHeader",
+        "TextContent",
+        "MarkDownRenderer",
+        "Callout",
+        "TextCallout",
+        "Image",
+        "ImageBlock",
+        "ImageGallery",
+        "CodeBlock",
+        "Separator"
+      ]
+    },
+    {
+      "name": "Tables",
+      "components": [
+        "Table",
+        "Col"
+      ]
+    },
+    {
+      "name": "Charts (2D)",
+      "components": [
+        "BarChart",
+        "LineChart",
+        "AreaChart",
+        "RadarChart",
+        "HorizontalBarChart",
+        "Series"
+      ]
+    },
+    {
+      "name": "Charts (1D)",
+      "components": [
+        "PieChart",
+        "RadialChart",
+        "SingleStackedBarChart",
+        "Slice"
+      ]
+    },
+    {
+      "name": "Charts (Scatter)",
+      "components": [
+        "ScatterChart",
+        "ScatterSeries",
+        "Point"
+      ]
+    },
+    {
+      "name": "Forms",
+      "components": [
+        "Form",
+        "FormControl",
+        "Label",
+        "Input",
+        "TextArea",
+        "Select",
+        "SelectItem",
+        "DatePicker",
+        "Slider",
+        "CheckBoxGroup",
+        "CheckBoxItem",
+        "RadioGroup",
+        "RadioItem",
+        "SwitchGroup",
+        "SwitchItem"
+      ],
+      "notes": [
+        "- Define EACH FormControl as its own reference — do NOT inline all controls in one array.",
+        "- NEVER nest Form inside Form.",
+        "- Form requires explicit buttons. Always pass a Buttons(...) reference as the third Form argument.",
+        "- rules is an optional object: { required: true, email: true, min: 8, maxLength: 100 }",
+        "- The renderer shows error messages automatically — do NOT generate error text in the UI"
+      ]
+    },
+    {
+      "name": "Buttons",
+      "components": [
+        "Button",
+        "Buttons"
+      ]
+    },
+    {
+      "name": "Lists & Follow-ups",
+      "components": [
+        "ListBlock",
+        "ListItem",
+        "FollowUpBlock",
+        "FollowUpItem"
+      ],
+      "notes": [
+        "- Use ListBlock with ListItem references for numbered, clickable lists.",
+        "- Use FollowUpBlock with FollowUpItem references at the end of a response to suggest next actions.",
+        "- Clicking a ListItem or FollowUpItem sends its text to the LLM as a user message.",
+        "- Example: list = ListBlock([item1, item2])  item1 = ListItem(\"Option A\", \"Details about A\")"
+      ]
+    },
+    {
+      "name": "Sections",
+      "components": [
+        "SectionBlock",
+        "SectionItem"
+      ],
+      "notes": [
+        "- SectionBlock renders collapsible accordion sections that auto-open as they stream.",
+        "- Each section needs a unique `value` id, a `trigger` label, and a `content` array.",
+        "- Example: sections = SectionBlock([s1, s2])  s1 = SectionItem(\"intro\", \"Introduction\", [content1])",
+        "- Set isFoldable=false to render sections as flat headers instead of accordion."
+      ]
+    },
+    {
+      "name": "Layout",
+      "components": [
+        "Tabs",
+        "TabItem",
+        "Accordion",
+        "AccordionItem",
+        "Steps",
+        "StepsItem",
+        "Carousel"
+      ],
+      "notes": [
+        "- Use Tabs to present alternative views — each TabItem has a value id, trigger label, and content array.",
+        "- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])",
+        "- IMPORTANT: Every slide in a Carousel must have the same structure — same component types in the same order.",
+        "- For image carousels use: [[title, image, description, tags], ...] — every slide must follow this exact pattern.",
+        "- Use real, publicly accessible image URLs (e.g. https://picsum.photos/seed/KEYWORD/800/500). Never hallucinate image URLs."
+      ]
+    },
+    {
+      "name": "Data Display",
+      "components": [
+        "TagBlock",
+        "Tag"
+      ]
+    }
+  ],
+  "schema": {
+    "$schema": "https://json-schema.org/draft/2020-12/schema",
+    "type": "object",
+    "properties": {
+      "Card": {
+        "$ref": "#/$defs/Card"
+      },
+      "CardHeader": {
+        "$ref": "#/$defs/CardHeader"
+      },
+      "TextContent": {
+        "$ref": "#/$defs/TextContent"
+      },
+      "MarkDownRenderer": {
+        "$ref": "#/$defs/MarkDownRenderer"
+      },
+      "Callout": {
+        "$ref": "#/$defs/Callout"
+      },
+      "TextCallout": {
+        "$ref": "#/$defs/TextCallout"
+      },
+      "Image": {
+        "$ref": "#/$defs/Image"
+      },
+      "ImageBlock": {
+        "$ref": "#/$defs/ImageBlock"
+      },
+      "ImageGallery": {
+        "$ref": "#/$defs/ImageGallery"
+      },
+      "CodeBlock": {
+        "$ref": "#/$defs/CodeBlock"
+      },
+      "Separator": {
+        "$ref": "#/$defs/Separator"
+      },
+      "Table": {
+        "$ref": "#/$defs/Table"
+      },
+      "Col": {
+        "$ref": "#/$defs/Col"
+      },
+      "BarChart": {
+        "$ref": "#/$defs/BarChart"
+      },
+      "LineChart": {
+        "$ref": "#/$defs/LineChart"
+      },
+      "AreaChart": {
+        "$ref": "#/$defs/AreaChart"
+      },
+      "RadarChart": {
+        "$ref": "#/$defs/RadarChart"
+      },
+      "HorizontalBarChart": {
+        "$ref": "#/$defs/HorizontalBarChart"
+      },
+      "Series": {
+        "$ref": "#/$defs/Series"
+      },
+      "PieChart": {
+        "$ref": "#/$defs/PieChart"
+      },
+      "RadialChart": {
+        "$ref": "#/$defs/RadialChart"
+      },
+      "SingleStackedBarChart": {
+        "$ref": "#/$defs/SingleStackedBarChart"
+      },
+      "Slice": {
+        "$ref": "#/$defs/Slice"
+      },
+      "ScatterChart": {
+        "$ref": "#/$defs/ScatterChart"
+      },
+      "ScatterSeries": {
+        "$ref": "#/$defs/ScatterSeries"
+      },
+      "Point": {
+        "$ref": "#/$defs/Point"
+      },
+      "Form": {
+        "$ref": "#/$defs/Form"
+      },
+      "FormControl": {
+        "$ref": "#/$defs/FormControl"
+      },
+      "Label": {
+        "$ref": "#/$defs/Label"
+      },
+      "Input": {
+        "$ref": "#/$defs/Input"
+      },
+      "TextArea": {
+        "$ref": "#/$defs/TextArea"
+      },
+      "Select": {
+        "$ref": "#/$defs/Select"
+      },
+      "SelectItem": {
+        "$ref": "#/$defs/SelectItem"
+      },
+      "DatePicker": {
+        "$ref": "#/$defs/DatePicker"
+      },
+      "Slider": {
+        "$ref": "#/$defs/Slider"
+      },
+      "CheckBoxGroup": {
+        "$ref": "#/$defs/CheckBoxGroup"
+      },
+      "CheckBoxItem": {
+        "$ref": "#/$defs/CheckBoxItem"
+      },
+      "RadioGroup": {
+        "$ref": "#/$defs/RadioGroup"
+      },
+      "RadioItem": {
+        "$ref": "#/$defs/RadioItem"
+      },
+      "SwitchGroup": {
+        "$ref": "#/$defs/SwitchGroup"
+      },
+      "SwitchItem": {
+        "$ref": "#/$defs/SwitchItem"
+      },
+      "Button": {
+        "$ref": "#/$defs/Button"
+      },
+      "Buttons": {
+        "$ref": "#/$defs/Buttons"
+      },
+      "ListBlock": {
+        "$ref": "#/$defs/ListBlock"
+      },
+      "ListItem": {
+        "$ref": "#/$defs/ListItem"
+      },
+      "FollowUpBlock": {
+        "$ref": "#/$defs/FollowUpBlock"
+      },
+      "FollowUpItem": {
+        "$ref": "#/$defs/FollowUpItem"
+      },
+      "SectionBlock": {
+        "$ref": "#/$defs/SectionBlock"
+      },
+      "SectionItem": {
+        "$ref": "#/$defs/SectionItem"
+      },
+      "Tabs": {
+        "$ref": "#/$defs/Tabs"
+      },
+      "TabItem": {
+        "$ref": "#/$defs/TabItem"
+      },
+      "Accordion": {
+        "$ref": "#/$defs/Accordion"
+      },
+      "AccordionItem": {
+        "$ref": "#/$defs/AccordionItem"
+      },
+      "Steps": {
+        "$ref": "#/$defs/Steps"
+      },
+      "StepsItem": {
+        "$ref": "#/$defs/StepsItem"
+      },
+      "Carousel": {
+        "$ref": "#/$defs/Carousel"
+      },
+      "TagBlock": {
+        "$ref": "#/$defs/TagBlock"
+      },
+      "Tag": {
+        "$ref": "#/$defs/Tag"
+      }
+    },
+    "required": [
+      "Card",
+      "CardHeader",
+      "TextContent",
+      "MarkDownRenderer",
+      "Callout",
+      "TextCallout",
+      "Image",
+      "ImageBlock",
+      "ImageGallery",
+      "CodeBlock",
+      "Separator",
+      "Table",
+      "Col",
+      "BarChart",
+      "LineChart",
+      "AreaChart",
+      "RadarChart",
+      "HorizontalBarChart",
+      "Series",
+      "PieChart",
+      "RadialChart",
+      "SingleStackedBarChart",
+      "Slice",
+      "ScatterChart",
+      "ScatterSeries",
+      "Point",
+      "Form",
+      "FormControl",
+      "Label",
+      "Input",
+      "TextArea",
+      "Select",
+      "SelectItem",
+      "DatePicker",
+      "Slider",
+      "CheckBoxGroup",
+      "CheckBoxItem",
+      "RadioGroup",
+      "RadioItem",
+      "SwitchGroup",
+      "SwitchItem",
+      "Button",
+      "Buttons",
+      "ListBlock",
+      "ListItem",
+      "FollowUpBlock",
+      "FollowUpItem",
+      "SectionBlock",
+      "SectionItem",
+      "Tabs",
+      "TabItem",
+      "Accordion",
+      "AccordionItem",
+      "Steps",
+      "StepsItem",
+      "Carousel",
+      "TagBlock",
+      "Tag"
+    ],
+    "additionalProperties": false,
+    "$defs": {
+      "Card": {
+        "type": "object",
+        "properties": {
+          "children": {
+            "type": "array",
+            "items": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/TextContent"
+                },
+                {
+                  "$ref": "#/$defs/MarkDownRenderer"
+                },
+                {
+                  "$ref": "#/$defs/CardHeader"
+                },
+                {
+                  "$ref": "#/$defs/Callout"
+                },
+                {
+                  "$ref": "#/$defs/TextCallout"
+                },
+                {
+                  "$ref": "#/$defs/CodeBlock"
+                },
+                {
+                  "$ref": "#/$defs/Image"
+                },
+                {
+                  "$ref": "#/$defs/ImageBlock"
+                },
+                {
+                  "$ref": "#/$defs/ImageGallery"
+                },
+                {
+                  "$ref": "#/$defs/Separator"
+                },
+                {
+                  "$ref": "#/$defs/HorizontalBarChart"
+                },
+                {
+                  "$ref": "#/$defs/RadarChart"
+                },
+                {
+                  "$ref": "#/$defs/PieChart"
+                },
+                {
+                  "$ref": "#/$defs/RadialChart"
+                },
+                {
+                  "$ref": "#/$defs/SingleStackedBarChart"
+                },
+                {
+                  "$ref": "#/$defs/ScatterChart"
+                },
+                {
+                  "$ref": "#/$defs/AreaChart"
+                },
+                {
+                  "$ref": "#/$defs/BarChart"
+                },
+                {
+                  "$ref": "#/$defs/LineChart"
+                },
+                {
+                  "$ref": "#/$defs/Table"
+                },
+                {
+                  "$ref": "#/$defs/TagBlock"
+                },
+                {
+                  "$ref": "#/$defs/Form"
+                },
+                {
+                  "$ref": "#/$defs/Buttons"
+                },
+                {
+                  "$ref": "#/$defs/Steps"
+                },
+                {
+                  "$ref": "#/$defs/ListBlock"
+                },
+                {
+                  "$ref": "#/$defs/FollowUpBlock"
+                },
+                {
+                  "$ref": "#/$defs/SectionBlock"
+                },
+                {
+                  "$ref": "#/$defs/Tabs"
+                },
+                {
+                  "$ref": "#/$defs/Carousel"
+                }
+              ]
+            }
+          }
+        },
+        "required": [
+          "children"
+        ],
+        "additionalProperties": false,
+        "id": "Card",
+        "description": "Vertical container for all content in a chat response. Children stack top to bottom automatically."
+      },
+      "TextContent": {
+        "type": "object",
+        "properties": {
+          "text": {
+            "type": "string"
+          },
+          "size": {
+            "type": "string",
+            "enum": [
+              "small",
+              "default",
+              "large",
+              "small-heavy",
+              "large-heavy"
+            ]
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "additionalProperties": false,
+        "id": "TextContent",
+        "description": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\"."
+      },
+      "MarkDownRenderer": {
+        "type": "object",
+        "properties": {
+          "textMarkdown": {
+            "type": "string"
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "clear",
+              "card",
+              "sunk"
+            ]
+          }
+        },
+        "required": [
+          "textMarkdown"
+        ],
+        "additionalProperties": false,
+        "id": "MarkDownRenderer",
+        "description": "Renders markdown text with optional container variant"
+      },
+      "CardHeader": {
+        "type": "object",
+        "properties": {
+          "title": {
+            "type": "string"
+          },
+          "subtitle": {
+            "type": "string"
+          }
+        },
+        "additionalProperties": false,
+        "id": "CardHeader",
+        "description": "Header with optional title and subtitle"
+      },
+      "Callout": {
+        "type": "object",
+        "properties": {
+          "variant": {
+            "type": "string",
+            "enum": [
+              "info",
+              "warning",
+              "error",
+              "success",
+              "neutral"
+            ]
+          },
+          "title": {
+            "type": "string"
+          },
+          "description": {
+            "type": "string"
+          },
+          "visible": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "variant",
+          "title",
+          "description"
+        ],
+        "additionalProperties": false,
+        "id": "Callout",
+        "description": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false."
+      },
+      "TextCallout": {
+        "type": "object",
+        "properties": {
+          "variant": {
+            "type": "string",
+            "enum": [
+              "neutral",
+              "info",
+              "warning",
+              "success",
+              "danger"
+            ]
+          },
+          "title": {
+            "type": "string"
+          },
+          "description": {
+            "type": "string"
+          }
+        },
+        "additionalProperties": false,
+        "id": "TextCallout",
+        "description": "Text callout with variant, title, and description"
+      },
+      "CodeBlock": {
+        "type": "object",
+        "properties": {
+          "language": {
+            "type": "string"
+          },
+          "codeString": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "language",
+          "codeString"
+        ],
+        "additionalProperties": false,
+        "id": "CodeBlock",
+        "description": "Syntax-highlighted code block"
+      },
+      "Image": {
+        "type": "object",
+        "properties": {
+          "alt": {
+            "type": "string"
+          },
+          "src": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "alt"
+        ],
+        "additionalProperties": false,
+        "id": "Image",
+        "description": "Image with alt text and optional URL"
+      },
+      "ImageBlock": {
+        "type": "object",
+        "properties": {
+          "src": {
+            "type": "string"
+          },
+          "alt": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "src"
+        ],
+        "additionalProperties": false,
+        "id": "ImageBlock",
+        "description": "Image block with loading state"
+      },
+      "ImageGallery": {
+        "type": "object",
+        "properties": {
+          "images": {
+            "type": "array",
+            "items": {
+              "type": "object",
+              "properties": {
+                "src": {
+                  "type": "string"
+                },
+                "alt": {
+                  "type": "string"
+                },
+                "details": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "src"
+              ],
+              "additionalProperties": false
+            }
+          }
+        },
+        "required": [
+          "images"
+        ],
+        "additionalProperties": false,
+        "id": "ImageGallery",
+        "description": "Gallery grid of images with modal preview"
+      },
+      "Separator": {
+        "type": "object",
+        "properties": {
+          "orientation": {
+            "type": "string",
+            "enum": [
+              "horizontal",
+              "vertical"
+            ]
+          },
+          "decorative": {
+            "type": "boolean"
+          }
+        },
+        "additionalProperties": false,
+        "id": "Separator",
+        "description": "Visual divider between content sections"
+      },
+      "HorizontalBarChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "series": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Series"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "grouped",
+              "stacked"
+            ]
+          },
+          "xLabel": {
+            "type": "string"
+          },
+          "yLabel": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "labels",
+          "series"
+        ],
+        "additionalProperties": false,
+        "id": "HorizontalBarChart",
+        "description": "Horizontal bars; prefer when category labels are long or for ranked lists"
+      },
+      "Series": {
+        "type": "object",
+        "properties": {
+          "category": {
+            "type": "string"
+          },
+          "values": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          }
+        },
+        "required": [
+          "category",
+          "values"
+        ],
+        "additionalProperties": false,
+        "id": "Series",
+        "description": "One data series"
+      },
+      "RadarChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "series": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Series"
+            }
+          }
+        },
+        "required": [
+          "labels",
+          "series"
+        ],
+        "additionalProperties": false,
+        "id": "RadarChart",
+        "description": "Spider/web chart; use for comparing multiple variables across one or more entities"
+      },
+      "PieChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "values": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "pie",
+              "donut"
+            ]
+          },
+          "appearance": {
+            "type": "string",
+            "enum": [
+              "circular",
+              "semiCircular"
+            ]
+          }
+        },
+        "required": [
+          "labels",
+          "values"
+        ],
+        "additionalProperties": false,
+        "id": "PieChart",
+        "description": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)"
+      },
+      "RadialChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "values": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          }
+        },
+        "required": [
+          "labels",
+          "values"
+        ],
+        "additionalProperties": false,
+        "id": "RadialChart",
+        "description": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)"
+      },
+      "SingleStackedBarChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "values": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          }
+        },
+        "required": [
+          "labels",
+          "values"
+        ],
+        "additionalProperties": false,
+        "id": "SingleStackedBarChart",
+        "description": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)"
+      },
+      "ScatterChart": {
+        "type": "object",
+        "properties": {
+          "datasets": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/ScatterSeries"
+            }
+          },
+          "xLabel": {
+            "type": "string"
+          },
+          "yLabel": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "datasets"
+        ],
+        "additionalProperties": false,
+        "id": "ScatterChart",
+        "description": "X/Y scatter plot; use for correlations, distributions, and clustering"
+      },
+      "ScatterSeries": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "points": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Point"
+            }
+          }
+        },
+        "required": [
+          "name",
+          "points"
+        ],
+        "additionalProperties": false,
+        "id": "ScatterSeries",
+        "description": "Named dataset"
+      },
+      "Point": {
+        "type": "object",
+        "properties": {
+          "x": {
+            "type": "number"
+          },
+          "y": {
+            "type": "number"
+          },
+          "z": {
+            "type": "number"
+          }
+        },
+        "required": [
+          "x",
+          "y"
+        ],
+        "additionalProperties": false,
+        "id": "Point",
+        "description": "Data point with numeric coordinates"
+      },
+      "AreaChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "series": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Series"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "linear",
+              "natural",
+              "step"
+            ]
+          },
+          "xLabel": {
+            "type": "string"
+          },
+          "yLabel": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "labels",
+          "series"
+        ],
+        "additionalProperties": false,
+        "id": "AreaChart",
+        "description": "Filled area under lines; use for cumulative totals or volume trends over time"
+      },
+      "BarChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "series": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Series"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "grouped",
+              "stacked"
+            ]
+          },
+          "xLabel": {
+            "type": "string"
+          },
+          "yLabel": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "labels",
+          "series"
+        ],
+        "additionalProperties": false,
+        "id": "BarChart",
+        "description": "Vertical bars; use for comparing values across categories with one or more series"
+      },
+      "LineChart": {
+        "type": "object",
+        "properties": {
+          "labels": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          },
+          "series": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Series"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "linear",
+              "natural",
+              "step"
+            ]
+          },
+          "xLabel": {
+            "type": "string"
+          },
+          "yLabel": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "labels",
+          "series"
+        ],
+        "additionalProperties": false,
+        "id": "LineChart",
+        "description": "Lines over categories; use for trends and continuous data over time"
+      },
+      "Table": {
+        "type": "object",
+        "properties": {
+          "columns": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Col"
+            }
+          }
+        },
+        "required": [
+          "columns"
+        ],
+        "additionalProperties": false,
+        "id": "Table",
+        "description": "Data table — column-oriented. Each Col holds its own data array."
+      },
+      "Col": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "data": {},
+          "type": {
+            "type": "string",
+            "enum": [
+              "string",
+              "number",
+              "action"
+            ]
+          }
+        },
+        "required": [
+          "label",
+          "data"
+        ],
+        "additionalProperties": false,
+        "id": "Col",
+        "description": "Column definition — holds label + data array"
+      },
+      "TagBlock": {
+        "type": "object",
+        "properties": {
+          "tags": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        },
+        "required": [
+          "tags"
+        ],
+        "additionalProperties": false,
+        "id": "TagBlock",
+        "description": "tags is an array of strings"
+      },
+      "Form": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "buttons": {
+            "$ref": "#/$defs/Buttons"
+          },
+          "fields": {
+            "default": [],
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/FormControl"
+            }
+          }
+        },
+        "required": [
+          "name",
+          "buttons",
+          "fields"
+        ],
+        "additionalProperties": false,
+        "id": "Form",
+        "description": "Form container with fields and explicit action buttons"
+      },
+      "Buttons": {
+        "type": "object",
+        "properties": {
+          "buttons": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/Button"
+            }
+          },
+          "direction": {
+            "type": "string",
+            "enum": [
+              "row",
+              "column"
+            ]
+          }
+        },
+        "required": [
+          "buttons"
+        ],
+        "additionalProperties": false,
+        "id": "Buttons",
+        "description": "Group of Button components. direction: \"row\" (default) | \"column\"."
+      },
+      "Button": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "action": {},
+          "variant": {
+            "type": "string",
+            "enum": [
+              "primary",
+              "secondary",
+              "tertiary"
+            ]
+          },
+          "type": {
+            "type": "string",
+            "enum": [
+              "normal",
+              "destructive"
+            ]
+          },
+          "size": {
+            "type": "string",
+            "enum": [
+              "extra-small",
+              "small",
+              "medium",
+              "large"
+            ]
+          }
+        },
+        "required": [
+          "label"
+        ],
+        "additionalProperties": false,
+        "id": "Button",
+        "description": "Clickable button"
+      },
+      "FormControl": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "input": {
+            "anyOf": [
+              {
+                "$ref": "#/$defs/Input"
+              },
+              {
+                "$ref": "#/$defs/TextArea"
+              },
+              {
+                "$ref": "#/$defs/Select"
+              },
+              {
+                "$ref": "#/$defs/DatePicker"
+              },
+              {
+                "$ref": "#/$defs/Slider"
+              },
+              {
+                "$ref": "#/$defs/CheckBoxGroup"
+              },
+              {
+                "$ref": "#/$defs/RadioGroup"
+              }
+            ]
+          },
+          "hint": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "label",
+          "input"
+        ],
+        "additionalProperties": false,
+        "id": "FormControl",
+        "description": "Field with label, input component, and optional hint text"
+      },
+      "Input": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "placeholder": {
+            "type": "string"
+          },
+          "type": {
+            "type": "string",
+            "enum": [
+              "text",
+              "email",
+              "password",
+              "number",
+              "url"
+            ]
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "name"
+        ],
+        "additionalProperties": false,
+        "id": "Input"
+      },
+      "TextArea": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "placeholder": {
+            "type": "string"
+          },
+          "rows": {
+            "type": "number"
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "name"
+        ],
+        "additionalProperties": false,
+        "id": "TextArea"
+      },
+      "Select": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/SelectItem"
+            }
+          },
+          "placeholder": {
+            "type": "string"
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "string"
+          },
+          "size": {
+            "type": "string",
+            "enum": [
+              "small",
+              "medium",
+              "large"
+            ]
+          }
+        },
+        "required": [
+          "name",
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "Select"
+      },
+      "SelectItem": {
+        "type": "object",
+        "properties": {
+          "value": {
+            "type": "string"
+          },
+          "label": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "value",
+          "label"
+        ],
+        "additionalProperties": false,
+        "id": "SelectItem",
+        "description": "Option for Select"
+      },
+      "DatePicker": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "mode": {
+            "type": "string",
+            "enum": [
+              "single",
+              "range"
+            ]
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {}
+        },
+        "required": [
+          "name"
+        ],
+        "additionalProperties": false,
+        "id": "DatePicker"
+      },
+      "Slider": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "continuous",
+              "discrete"
+            ]
+          },
+          "min": {
+            "type": "number"
+          },
+          "max": {
+            "type": "number"
+          },
+          "step": {
+            "type": "number"
+          },
+          "defaultValue": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          },
+          "label": {
+            "type": "string"
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "array",
+            "items": {
+              "type": "number"
+            }
+          }
+        },
+        "required": [
+          "name",
+          "variant",
+          "min",
+          "max"
+        ],
+        "additionalProperties": false,
+        "id": "Slider",
+        "description": "Numeric slider input; supports continuous and discrete (stepped) variants"
+      },
+      "CheckBoxGroup": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/CheckBoxItem"
+            }
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "object",
+            "propertyNames": {
+              "type": "string"
+            },
+            "additionalProperties": {
+              "type": "boolean"
+            }
+          }
+        },
+        "required": [
+          "name",
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "CheckBoxGroup"
+      },
+      "CheckBoxItem": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "description": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          },
+          "defaultChecked": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "label",
+          "description",
+          "name"
+        ],
+        "additionalProperties": false,
+        "id": "CheckBoxItem"
+      },
+      "RadioGroup": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/RadioItem"
+            }
+          },
+          "defaultValue": {
+            "type": "string"
+          },
+          "rules": {
+            "type": "object",
+            "properties": {
+              "required": {
+                "type": "boolean"
+              },
+              "email": {
+                "type": "boolean"
+              },
+              "url": {
+                "type": "boolean"
+              },
+              "numeric": {
+                "type": "boolean"
+              },
+              "min": {
+                "type": "number"
+              },
+              "max": {
+                "type": "number"
+              },
+              "minLength": {
+                "type": "number"
+              },
+              "maxLength": {
+                "type": "number"
+              },
+              "pattern": {
+                "type": "string"
+              }
+            },
+            "additionalProperties": false
+          },
+          "value": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "name",
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "RadioGroup"
+      },
+      "RadioItem": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "description": {
+            "type": "string"
+          },
+          "value": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "label",
+          "description",
+          "value"
+        ],
+        "additionalProperties": false,
+        "id": "RadioItem"
+      },
+      "Steps": {
+        "type": "object",
+        "properties": {
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/StepsItem"
+            }
+          }
+        },
+        "required": [
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "Steps",
+        "description": "Step-by-step guide"
+      },
+      "StepsItem": {
+        "type": "object",
+        "properties": {
+          "title": {
+            "type": "string"
+          },
+          "details": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "title",
+          "details"
+        ],
+        "additionalProperties": false,
+        "id": "StepsItem",
+        "description": "title and details text for one step"
+      },
+      "ListBlock": {
+        "type": "object",
+        "properties": {
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/ListItem"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "number",
+              "image"
+            ]
+          }
+        },
+        "required": [
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "ListBlock",
+        "description": "A list of items with number or image indicators. Each item can optionally have an action."
+      },
+      "ListItem": {
+        "type": "object",
+        "properties": {
+          "title": {
+            "type": "string"
+          },
+          "subtitle": {
+            "type": "string"
+          },
+          "image": {
+            "type": "object",
+            "properties": {
+              "src": {
+                "type": "string"
+              },
+              "alt": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "src",
+              "alt"
+            ],
+            "additionalProperties": false
+          },
+          "actionLabel": {
+            "type": "string"
+          },
+          "action": {}
+        },
+        "required": [
+          "title"
+        ],
+        "additionalProperties": false,
+        "id": "ListItem",
+        "description": "Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable."
+      },
+      "FollowUpBlock": {
+        "type": "object",
+        "properties": {
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/FollowUpItem"
+            }
+          }
+        },
+        "required": [
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "FollowUpBlock",
+        "description": "List of clickable follow-up suggestions placed at the end of a response"
+      },
+      "FollowUpItem": {
+        "type": "object",
+        "properties": {
+          "text": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "additionalProperties": false,
+        "id": "FollowUpItem",
+        "description": "Clickable follow-up suggestion — when clicked, sends text as user message"
+      },
+      "SectionBlock": {
+        "type": "object",
+        "properties": {
+          "sections": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/SectionItem"
+            }
+          },
+          "isFoldable": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "sections"
+        ],
+        "additionalProperties": false,
+        "id": "SectionBlock",
+        "description": "Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section."
+      },
+      "SectionItem": {
+        "type": "object",
+        "properties": {
+          "value": {
+            "type": "string"
+          },
+          "trigger": {
+            "type": "string"
+          },
+          "content": {
+            "type": "array",
+            "items": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/TextContent"
+                },
+                {
+                  "$ref": "#/$defs/MarkDownRenderer"
+                },
+                {
+                  "$ref": "#/$defs/CardHeader"
+                },
+                {
+                  "$ref": "#/$defs/Callout"
+                },
+                {
+                  "$ref": "#/$defs/TextCallout"
+                },
+                {
+                  "$ref": "#/$defs/CodeBlock"
+                },
+                {
+                  "$ref": "#/$defs/Image"
+                },
+                {
+                  "$ref": "#/$defs/ImageBlock"
+                },
+                {
+                  "$ref": "#/$defs/ImageGallery"
+                },
+                {
+                  "$ref": "#/$defs/Separator"
+                },
+                {
+                  "$ref": "#/$defs/HorizontalBarChart"
+                },
+                {
+                  "$ref": "#/$defs/RadarChart"
+                },
+                {
+                  "$ref": "#/$defs/PieChart"
+                },
+                {
+                  "$ref": "#/$defs/RadialChart"
+                },
+                {
+                  "$ref": "#/$defs/SingleStackedBarChart"
+                },
+                {
+                  "$ref": "#/$defs/ScatterChart"
+                },
+                {
+                  "$ref": "#/$defs/AreaChart"
+                },
+                {
+                  "$ref": "#/$defs/BarChart"
+                },
+                {
+                  "$ref": "#/$defs/LineChart"
+                },
+                {
+                  "$ref": "#/$defs/Table"
+                },
+                {
+                  "$ref": "#/$defs/TagBlock"
+                },
+                {
+                  "$ref": "#/$defs/Form"
+                },
+                {
+                  "$ref": "#/$defs/Buttons"
+                },
+                {
+                  "$ref": "#/$defs/Steps"
+                },
+                {
+                  "$ref": "#/$defs/ListBlock"
+                },
+                {
+                  "$ref": "#/$defs/FollowUpBlock"
+                }
+              ]
+            }
+          }
+        },
+        "required": [
+          "value",
+          "trigger",
+          "content"
+        ],
+        "additionalProperties": false,
+        "id": "SectionItem",
+        "description": "Section with a label and collapsible content — used inside SectionBlock"
+      },
+      "Tabs": {
+        "type": "object",
+        "properties": {
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/TabItem"
+            }
+          }
+        },
+        "required": [
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "Tabs",
+        "description": "Tabbed container"
+      },
+      "TabItem": {
+        "type": "object",
+        "properties": {
+          "value": {
+            "type": "string"
+          },
+          "trigger": {
+            "type": "string"
+          },
+          "content": {
+            "type": "array",
+            "items": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/TextContent"
+                },
+                {
+                  "$ref": "#/$defs/MarkDownRenderer"
+                },
+                {
+                  "$ref": "#/$defs/CardHeader"
+                },
+                {
+                  "$ref": "#/$defs/Callout"
+                },
+                {
+                  "$ref": "#/$defs/TextCallout"
+                },
+                {
+                  "$ref": "#/$defs/CodeBlock"
+                },
+                {
+                  "$ref": "#/$defs/Image"
+                },
+                {
+                  "$ref": "#/$defs/ImageBlock"
+                },
+                {
+                  "$ref": "#/$defs/ImageGallery"
+                },
+                {
+                  "$ref": "#/$defs/Separator"
+                },
+                {
+                  "$ref": "#/$defs/HorizontalBarChart"
+                },
+                {
+                  "$ref": "#/$defs/RadarChart"
+                },
+                {
+                  "$ref": "#/$defs/PieChart"
+                },
+                {
+                  "$ref": "#/$defs/RadialChart"
+                },
+                {
+                  "$ref": "#/$defs/SingleStackedBarChart"
+                },
+                {
+                  "$ref": "#/$defs/ScatterChart"
+                },
+                {
+                  "$ref": "#/$defs/AreaChart"
+                },
+                {
+                  "$ref": "#/$defs/BarChart"
+                },
+                {
+                  "$ref": "#/$defs/LineChart"
+                },
+                {
+                  "$ref": "#/$defs/Table"
+                },
+                {
+                  "$ref": "#/$defs/TagBlock"
+                },
+                {
+                  "$ref": "#/$defs/Form"
+                },
+                {
+                  "$ref": "#/$defs/Buttons"
+                },
+                {
+                  "$ref": "#/$defs/Steps"
+                }
+              ]
+            }
+          }
+        },
+        "required": [
+          "value",
+          "trigger",
+          "content"
+        ],
+        "additionalProperties": false,
+        "id": "TabItem",
+        "description": "value is unique id, trigger is tab label, content is array of components"
+      },
+      "Carousel": {
+        "type": "object",
+        "properties": {
+          "children": {
+            "type": "array",
+            "items": {
+              "type": "array",
+              "items": {
+                "anyOf": [
+                  {
+                    "$ref": "#/$defs/TextContent"
+                  },
+                  {
+                    "$ref": "#/$defs/MarkDownRenderer"
+                  },
+                  {
+                    "$ref": "#/$defs/CardHeader"
+                  },
+                  {
+                    "$ref": "#/$defs/Callout"
+                  },
+                  {
+                    "$ref": "#/$defs/TextCallout"
+                  },
+                  {
+                    "$ref": "#/$defs/CodeBlock"
+                  },
+                  {
+                    "$ref": "#/$defs/Image"
+                  },
+                  {
+                    "$ref": "#/$defs/ImageBlock"
+                  },
+                  {
+                    "$ref": "#/$defs/ImageGallery"
+                  },
+                  {
+                    "$ref": "#/$defs/Separator"
+                  },
+                  {
+                    "$ref": "#/$defs/HorizontalBarChart"
+                  },
+                  {
+                    "$ref": "#/$defs/RadarChart"
+                  },
+                  {
+                    "$ref": "#/$defs/PieChart"
+                  },
+                  {
+                    "$ref": "#/$defs/RadialChart"
+                  },
+                  {
+                    "$ref": "#/$defs/SingleStackedBarChart"
+                  },
+                  {
+                    "$ref": "#/$defs/ScatterChart"
+                  },
+                  {
+                    "$ref": "#/$defs/AreaChart"
+                  },
+                  {
+                    "$ref": "#/$defs/BarChart"
+                  },
+                  {
+                    "$ref": "#/$defs/LineChart"
+                  },
+                  {
+                    "$ref": "#/$defs/Table"
+                  },
+                  {
+                    "$ref": "#/$defs/TagBlock"
+                  },
+                  {
+                    "$ref": "#/$defs/Form"
+                  },
+                  {
+                    "$ref": "#/$defs/Buttons"
+                  },
+                  {
+                    "$ref": "#/$defs/Steps"
+                  }
+                ]
+              }
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "card",
+              "sunk"
+            ]
+          }
+        },
+        "required": [
+          "children"
+        ],
+        "additionalProperties": false,
+        "id": "Carousel",
+        "description": "Horizontal scrollable carousel"
+      },
+      "Slice": {
+        "type": "object",
+        "properties": {
+          "category": {
+            "type": "string"
+          },
+          "value": {
+            "type": "number"
+          }
+        },
+        "required": [
+          "category",
+          "value"
+        ],
+        "additionalProperties": false,
+        "id": "Slice",
+        "description": "One slice with label and numeric value"
+      },
+      "Label": {
+        "type": "object",
+        "properties": {
+          "text": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "additionalProperties": false,
+        "id": "Label",
+        "description": "Text label"
+      },
+      "SwitchGroup": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/SwitchItem"
+            }
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "clear",
+              "card",
+              "sunk"
+            ]
+          },
+          "value": {
+            "type": "object",
+            "propertyNames": {
+              "type": "string"
+            },
+            "additionalProperties": {
+              "type": "boolean"
+            }
+          }
+        },
+        "required": [
+          "name",
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "SwitchGroup",
+        "description": "Group of switch toggles"
+      },
+      "SwitchItem": {
+        "type": "object",
+        "properties": {
+          "label": {
+            "type": "string"
+          },
+          "description": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          },
+          "defaultChecked": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "name"
+        ],
+        "additionalProperties": false,
+        "id": "SwitchItem",
+        "description": "Individual switch toggle"
+      },
+      "Accordion": {
+        "type": "object",
+        "properties": {
+          "items": {
+            "type": "array",
+            "items": {
+              "$ref": "#/$defs/AccordionItem"
+            }
+          }
+        },
+        "required": [
+          "items"
+        ],
+        "additionalProperties": false,
+        "id": "Accordion",
+        "description": "Collapsible sections"
+      },
+      "AccordionItem": {
+        "type": "object",
+        "properties": {
+          "value": {
+            "type": "string"
+          },
+          "trigger": {
+            "type": "string"
+          },
+          "content": {
+            "type": "array",
+            "items": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/TextContent"
+                },
+                {
+                  "$ref": "#/$defs/MarkDownRenderer"
+                },
+                {
+                  "$ref": "#/$defs/CardHeader"
+                },
+                {
+                  "$ref": "#/$defs/Callout"
+                },
+                {
+                  "$ref": "#/$defs/TextCallout"
+                },
+                {
+                  "$ref": "#/$defs/CodeBlock"
+                },
+                {
+                  "$ref": "#/$defs/Image"
+                },
+                {
+                  "$ref": "#/$defs/ImageBlock"
+                },
+                {
+                  "$ref": "#/$defs/ImageGallery"
+                },
+                {
+                  "$ref": "#/$defs/Separator"
+                },
+                {
+                  "$ref": "#/$defs/HorizontalBarChart"
+                },
+                {
+                  "$ref": "#/$defs/RadarChart"
+                },
+                {
+                  "$ref": "#/$defs/PieChart"
+                },
+                {
+                  "$ref": "#/$defs/RadialChart"
+                },
+                {
+                  "$ref": "#/$defs/SingleStackedBarChart"
+                },
+                {
+                  "$ref": "#/$defs/ScatterChart"
+                },
+                {
+                  "$ref": "#/$defs/AreaChart"
+                },
+                {
+                  "$ref": "#/$defs/BarChart"
+                },
+                {
+                  "$ref": "#/$defs/LineChart"
+                },
+                {
+                  "$ref": "#/$defs/Table"
+                },
+                {
+                  "$ref": "#/$defs/TagBlock"
+                },
+                {
+                  "$ref": "#/$defs/Form"
+                },
+                {
+                  "$ref": "#/$defs/Buttons"
+                },
+                {
+                  "$ref": "#/$defs/Steps"
+                }
+              ]
+            }
+          }
+        },
+        "required": [
+          "value",
+          "trigger",
+          "content"
+        ],
+        "additionalProperties": false,
+        "id": "AccordionItem",
+        "description": "value is unique id, trigger is section title"
+      },
+      "Tag": {
+        "type": "object",
+        "properties": {
+          "text": {
+            "type": "string"
+          },
+          "icon": {
+            "type": "string"
+          },
+          "size": {
+            "type": "string",
+            "enum": [
+              "sm",
+              "md",
+              "lg"
+            ]
+          },
+          "variant": {
+            "type": "string",
+            "enum": [
+              "neutral",
+              "info",
+              "success",
+              "warning",
+              "danger"
+            ]
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "additionalProperties": false,
+        "id": "Tag",
+        "description": "Styled tag/badge with optional icon and variant"
+      }
+    }
+  }
+}
diff --git a/examples/with-openui/openui/generated/system-prompt.txt b/examples/with-openui/openui/generated/system-prompt.txt
new file mode 100644
index 000000000..cbd28d059
--- /dev/null
+++ b/examples/with-openui/openui/generated/system-prompt.txt
@@ -0,0 +1,223 @@
+You are an AI assistant that responds using openui-lang, a declarative UI language. Your ENTIRE response must be valid openui-lang code — no markdown, no explanations, just openui-lang.
+
+## Syntax Rules
+
+1. Each statement is on its own line: `identifier = Expression`
+2. `root` is the entry point — every program must define `root = Card(...)`
+3. Expressions are: strings ("..."), numbers, booleans (true/false), null, arrays ([...]), objects ({...}), or component calls TypeName(arg1, arg2, ...)
+4. Use references for readability: define `name = ...` on one line, then use `name` later
+5. EVERY variable (except root) MUST be referenced by at least one other variable. Unreferenced variables are silently dropped and will NOT render. Always include defined variables in their parent's children/items array.
+6. Arguments are POSITIONAL (order matters, not names). Write `Stack([children], "row", "l")` NOT `Stack([children], direction: "row", gap: "l")` — colon syntax is NOT supported and silently breaks
+7. Optional arguments can be omitted from the end
+- Strings use double quotes with backslash escaping
+
+## Component Signatures
+
+Arguments marked with ? are optional. Sub-components can be inline or referenced; prefer references for better streaming.
+Props typed `ActionExpression` accept an Action([@steps...]) expression. See the Action section for available steps (@ToAssistant, @OpenUrl).
+Props marked `$binding<type>` accept a `$variable` reference for two-way binding.
+
+### Content
+CardHeader(title?: string, subtitle?: string) — Header with optional title and subtitle
+TextContent(text: string, size?: "small" | "default" | "large" | "small-heavy" | "large-heavy") — Text block. Supports markdown. Optional size: "small" | "default" | "large" | "small-heavy" | "large-heavy".
+MarkDownRenderer(textMarkdown: string, variant?: "clear" | "card" | "sunk") — Renders markdown text with optional container variant
+Callout(variant: "info" | "warning" | "error" | "success" | "neutral", title: string, description: string, visible?: $binding<boolean>) — Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.
+TextCallout(variant?: "neutral" | "info" | "warning" | "success" | "danger", title?: string, description?: string) — Text callout with variant, title, and description
+Image(alt: string, src?: string) — Image with alt text and optional URL
+ImageBlock(src: string, alt?: string) — Image block with loading state
+ImageGallery(images: {src: string, alt?: string, details?: string}[]) — Gallery grid of images with modal preview
+CodeBlock(language: string, codeString: string) — Syntax-highlighted code block
+Separator(orientation?: "horizontal" | "vertical", decorative?: boolean) — Visual divider between content sections
+
+### Tables
+Table(columns: Col[]) — Data table — column-oriented. Each Col holds its own data array.
+Col(label: string, data: any, type?: "string" | "number" | "action") — Column definition — holds label + data array
+
+### Charts (2D)
+BarChart(labels: string[], series: Series[], variant?: "grouped" | "stacked", xLabel?: string, yLabel?: string) — Vertical bars; use for comparing values across categories with one or more series
+LineChart(labels: string[], series: Series[], variant?: "linear" | "natural" | "step", xLabel?: string, yLabel?: string) — Lines over categories; use for trends and continuous data over time
+AreaChart(labels: string[], series: Series[], variant?: "linear" | "natural" | "step", xLabel?: string, yLabel?: string) — Filled area under lines; use for cumulative totals or volume trends over time
+RadarChart(labels: string[], series: Series[]) — Spider/web chart; use for comparing multiple variables across one or more entities
+HorizontalBarChart(labels: string[], series: Series[], variant?: "grouped" | "stacked", xLabel?: string, yLabel?: string) — Horizontal bars; prefer when category labels are long or for ranked lists
+Series(category: string, values: number[]) — One data series
+
+### Charts (1D)
+PieChart(labels: string[], values: number[], variant?: "pie" | "donut", appearance?: "circular" | "semiCircular") — Circular slices; use plucked arrays: PieChart(data.categories, data.values)
+RadialChart(labels: string[], values: number[]) — Radial bars; use plucked arrays: RadialChart(data.categories, data.values)
+SingleStackedBarChart(labels: string[], values: number[]) — Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)
+Slice(category: string, value: number) — One slice with label and numeric value
+
+### Charts (Scatter)
+ScatterChart(datasets: ScatterSeries[], xLabel?: string, yLabel?: string) — X/Y scatter plot; use for correlations, distributions, and clustering
+ScatterSeries(name: string, points: Point[]) — Named dataset
+Point(x: number, y: number, z?: number) — Data point with numeric coordinates
+
+### Forms
+Form(name: string, buttons: Buttons, fields?: FormControl[]) — Form container with fields and explicit action buttons
+FormControl(label: string, input: Input | TextArea | Select | DatePicker | Slider | CheckBoxGroup | RadioGroup, hint?: string) — Field with label, input component, and optional hint text
+Label(text: string) — Text label
+Input(name: string, placeholder?: string, type?: "text" | "email" | "password" | "number" | "url", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
+TextArea(name: string, placeholder?: string, rows?: number, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
+Select(name: string, items: SelectItem[], placeholder?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>, size?: "small" | "medium" | "large")
+SelectItem(value: string, label: string) — Option for Select
+DatePicker(name: string, mode?: "single" | "range", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<any>)
+Slider(name: string, variant: "continuous" | "discrete", min: number, max: number, step?: number, defaultValue?: number[], label?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<number[]>) — Numeric slider input; supports continuous and discrete (stepped) variants
+CheckBoxGroup(name: string, items: CheckBoxItem[], rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<Record<string, boolean>>)
+CheckBoxItem(label: string, description: string, name: string, defaultChecked?: boolean)
+RadioGroup(name: string, items: RadioItem[], defaultValue?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
+RadioItem(label: string, description: string, value: string)
+SwitchGroup(name: string, items: SwitchItem[], variant?: "clear" | "card" | "sunk", value?: $binding<Record<string, boolean>>) — Group of switch toggles
+SwitchItem(label?: string, description?: string, name: string, defaultChecked?: boolean) — Individual switch toggle
+- Define EACH FormControl as its own reference — do NOT inline all controls in one array.
+- NEVER nest Form inside Form.
+- Form requires explicit buttons. Always pass a Buttons(...) reference as the third Form argument.
+- rules is an optional object: { required: true, email: true, min: 8, maxLength: 100 }
+- The renderer shows error messages automatically — do NOT generate error text in the UI
+
+### Buttons
+Button(label: string, action?: ActionExpression, variant?: "primary" | "secondary" | "tertiary", type?: "normal" | "destructive", size?: "extra-small" | "small" | "medium" | "large") — Clickable button
+Buttons(buttons: Button[], direction?: "row" | "column") — Group of Button components. direction: "row" (default) | "column".
+
+### Lists & Follow-ups
+ListBlock(items: ListItem[], variant?: "number" | "image") — A list of items with number or image indicators. Each item can optionally have an action.
+ListItem(title: string, subtitle?: string, image?: {src: string, alt: string}, actionLabel?: string, action?: ActionExpression) — Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable.
+FollowUpBlock(items: FollowUpItem[]) — List of clickable follow-up suggestions placed at the end of a response
+FollowUpItem(text: string) — Clickable follow-up suggestion — when clicked, sends text as user message
+- Use ListBlock with ListItem references for numbered, clickable lists.
+- Use FollowUpBlock with FollowUpItem references at the end of a response to suggest next actions.
+- Clicking a ListItem or FollowUpItem sends its text to the LLM as a user message.
+- Example: list = ListBlock([item1, item2])  item1 = ListItem("Option A", "Details about A")
+
+### Sections
+SectionBlock(sections: SectionItem[], isFoldable?: boolean) — Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section.
+SectionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock)[]) — Section with a label and collapsible content — used inside SectionBlock
+- SectionBlock renders collapsible accordion sections that auto-open as they stream.
+- Each section needs a unique `value` id, a `trigger` label, and a `content` array.
+- Example: sections = SectionBlock([s1, s2])  s1 = SectionItem("intro", "Introduction", [content1])
+- Set isFoldable=false to render sections as flat headers instead of accordion.
+
+### Layout
+Tabs(items: TabItem[]) — Tabbed container
+TabItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[]) — value is unique id, trigger is tab label, content is array of components
+Accordion(items: AccordionItem[]) — Collapsible sections
+AccordionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[]) — value is unique id, trigger is section title
+Steps(items: StepsItem[]) — Step-by-step guide
+StepsItem(title: string, details: string) — title and details text for one step
+Carousel(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[][], variant?: "card" | "sunk") — Horizontal scrollable carousel
+- Use Tabs to present alternative views — each TabItem has a value id, trigger label, and content array.
+- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])
+- IMPORTANT: Every slide in a Carousel must have the same structure — same component types in the same order.
+- For image carousels use: [[title, image, description, tags], ...] — every slide must follow this exact pattern.
+- Use real, publicly accessible image URLs (e.g. https://picsum.photos/seed/KEYWORD/800/500). Never hallucinate image URLs.
+
+### Data Display
+TagBlock(tags: string[]) — tags is an array of strings
+Tag(text: string, icon?: string, size?: "sm" | "md" | "lg", variant?: "neutral" | "info" | "success" | "warning" | "danger") — Styled tag/badge with optional icon and variant
+
+### Other
+Card(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock | SectionBlock | Tabs | Carousel)[]) — Vertical container for all content in a chat response. Children stack top to bottom automatically.
+
+## Action — Button Behavior
+
+Action([@steps...]) wires button clicks to operations. Steps are @-prefixed built-in actions. Steps execute in order.
+Buttons without an explicit Action prop automatically send their label to the assistant (equivalent to Action([@ToAssistant(label)])).
+
+Available steps:
+- @ToAssistant("message") — Send a message to the assistant (for conversational buttons like "Tell me more", "Explain this")
+- @OpenUrl("https://...") — Navigate to a URL
+
+Example — simple nav:
+```
+viewBtn = Button("View", Action([@OpenUrl("https://example.com")]))
+```
+
+- Action can be assigned to a variable or inlined: Button("Go", onSubmit) and Button("Go", Action([...])) both work
+
+## Hoisting & Streaming (CRITICAL)
+
+openui-lang supports hoisting: a reference can be used BEFORE it is defined. The parser resolves all references after the full input is parsed.
+
+During streaming, the output is re-parsed on every chunk. Undefined references are temporarily unresolved and appear once their definitions stream in. This creates a progressive top-down reveal — structure first, then data fills in.
+
+**Recommended statement order for optimal streaming:**
+1. `root = Card(...)` — UI shell appears immediately
+2. Component definitions — fill in as they stream
+3. Data values — leaf content last
+
+Always write the root = Card(...) statement first so the UI shell appears immediately, even before child data has streamed in.
+
+## Examples
+
+Example 1 — Table with follow-ups:
+
+root = Card([title, tbl, followUps])
+title = TextContent("Top Languages", "large-heavy")
+tbl = Table([Col("Language", langs), Col("Users (M)", users), Col("Year", years)])
+langs = ["Python", "JavaScript", "Java"]
+users = [15.7, 14.2, 12.1]
+years = [1991, 1995, 1995]
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Tell me more about Python")
+fu2 = FollowUpItem("Show me a JavaScript comparison")
+
+Example 2 — Clickable list:
+
+root = Card([title, list])
+title = TextContent("Choose a topic", "large-heavy")
+list = ListBlock([item1, item2, item3])
+item1 = ListItem("Getting started", "New to the platform? Start here.")
+item2 = ListItem("Advanced features", "Deep dives into powerful capabilities.")
+item3 = ListItem("Troubleshooting", "Common issues and how to fix them.")
+
+Example 3 — Image carousel with consistent slides + follow-ups:
+
+root = Card([header, carousel, followups])
+header = CardHeader("Featured Destinations", "Discover highlights and best time to visit")
+carousel = Carousel([[t1, img1, d1, tags1], [t2, img2, d2, tags2], [t3, img3, d3, tags3]], "card")
+t1 = TextContent("Paris, France", "large-heavy")
+img1 = ImageBlock("https://picsum.photos/seed/paris/800/500", "Eiffel Tower at night")
+d1 = TextContent("City of light — best Apr–Jun and Sep–Oct.", "default")
+tags1 = TagBlock(["Landmark", "City Break", "Culture"])
+t2 = TextContent("Kyoto, Japan", "large-heavy")
+img2 = ImageBlock("https://picsum.photos/seed/kyoto/800/500", "Bamboo grove in Arashiyama")
+d2 = TextContent("Temples and bamboo groves — best Mar–Apr and Nov.", "default")
+tags2 = TagBlock(["Temples", "Autumn", "Culture"])
+t3 = TextContent("Machu Picchu, Peru", "large-heavy")
+img3 = ImageBlock("https://picsum.photos/seed/machupicchu/800/500", "Inca citadel in the clouds")
+d3 = TextContent("High-altitude Inca citadel — best May–Sep.", "default")
+tags3 = TagBlock(["Andes", "Hike", "UNESCO"])
+followups = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show me only beach destinations")
+fu2 = FollowUpItem("Turn this into a comparison table")
+
+Example 4 — Form with validation:
+
+root = Card([title, form])
+title = TextContent("Contact Us", "large-heavy")
+form = Form("contact", btns, [nameField, emailField, msgField])
+nameField = FormControl("Name", Input("name", "Your name", "text", { required: true, minLength: 2 }))
+emailField = FormControl("Email", Input("email", "you@example.com", "email", { required: true, email: true }))
+msgField = FormControl("Message", TextArea("message", "Tell us more...", 4, { required: true, minLength: 10 }))
+btns = Buttons([Button("Submit", Action([@ToAssistant("Submit")]), "primary")])
+
+## Important Rules
+- When asked about data, generate realistic/plausible data
+- Choose components that best represent the content (tables for comparisons, charts for trends, forms for input, etc.)
+
+## Final Verification
+Before finishing, walk your output and verify:
+1. root = Card(...) is the FIRST line (for optimal streaming).
+2. Every referenced name is defined. Every defined name (other than root) is reachable from root.
+
+- Every response is a single Card(children) — children stack vertically automatically. No layout params are needed on Card.
+- Card is the only layout container. Do NOT use Stack. Use Tabs to switch between sections, Carousel for horizontal scroll.
+- Use FollowUpBlock at the END of a Card to suggest what the user can do or ask next.
+- Use ListBlock when presenting a set of options or steps the user can click to select.
+- Use SectionBlock to group long responses into collapsible sections — good for reports, FAQs, and structured content.
+- Use SectionItem inside SectionBlock: each item needs a unique value id, a trigger (header label), and a content array.
+- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])
+- IMPORTANT: Every slide in a Carousel must use the same component structure in the same order — e.g. all slides: [title, image, description, tags].
+- For image carousels, always use real accessible URLs like https://picsum.photos/seed/KEYWORD/800/500. Never hallucinate or invent image URLs.
+- For forms, define one FormControl reference per field so controls can stream progressively.
+- For forms, always provide the second Form argument with Buttons(...) actions: Form(name, buttons, fields).
+- Never nest Form inside Form.
diff --git a/examples/with-openui/openui/library.test.ts b/examples/with-openui/openui/library.test.ts
new file mode 100644
index 000000000..21d613a52
--- /dev/null
+++ b/examples/with-openui/openui/library.test.ts
@@ -0,0 +1,62 @@
+import { createParser } from "@openuidev/react-lang";
+import { describe, expect, it } from "vitest";
+import { library } from "./library";
+
+describe("OpenUI chat library", () => {
+  it("parses a chart response with follow-up actions", () => {
+    const response = `root = Card([title, chart, followUps])
+title = TextContent("2024 residential building permits", "large-heavy")
+chart = BarChart(labels, [series], "grouped")
+labels = ["Bronx", "Brooklyn", "Manhattan", "Queens", "Staten Island"]
+series = Series("Dwelling units", [3125, 6588, 2347, 3240, 326])
+followUps = FollowUpBlock([boroughs, vacancy])
+boroughs = FollowUpItem("Compare borough permit trends")
+vacancy = FollowUpItem("Show borough vacancy rates")`;
+
+    const result = createParser(library.toJSONSchema()).parse(response);
+
+    expect(result.meta.errors).toEqual([]);
+    expect(result.meta.unresolved).toEqual([]);
+  });
+
+  it("parses a compact housing dashboard without a narrative paragraph", () => {
+    const response = `root = Card([header, headline, signals, boroughs, source, followUps])
+header = CardHeader("2024 housing snapshot", "Supply, completion, and vacancy signals")
+headline = TextCallout("warning", "Tight rental market", "Citywide rental vacancy remained low while new-building completions increased.")
+signals = Table([Col("Signal", signalNames), Col("Value / latest", signalValues), Col("Context", signalContext)])
+signalNames = ["Permitted units", "Completed units", "Rental vacancy"]
+signalValues = ["15,626", "33,974", "1.41%"]
+signalContext = ["Down 4.8%", "Up 21.5%", "2023 survey"]
+boroughs = HorizontalBarChart(labels, [completedSeries], "grouped", "Dwelling units", "Borough")
+labels = ["Bronx", "Brooklyn", "Manhattan", "Queens", "Staten Island"]
+completedSeries = Series("Completed units", [6526, 13732, 4841, 8061, 814])
+source = TextContent("Source: New York City Rent Guidelines Board, 2025 Housing Supply Report, PDF pages 4 and 24.", "small")
+followUps = FollowUpBlock([permits, vacancy])
+permits = FollowUpItem("Compare permit changes by borough")
+vacancy = FollowUpItem("Show borough vacancy rates")`;
+
+    const result = createParser(library.toJSONSchema()).parse(response);
+
+    expect(result.meta.errors).toEqual([]);
+    expect(result.meta.unresolved).toEqual([]);
+  });
+
+  it("parses a grounded permit-impact follow-up", () => {
+    const response = `root = Card([header, limitation, facts, source, followUps])
+header = CardHeader("What permits show", "Reported activity, not a forecast")
+limitation = TextCallout("neutral", "What the report establishes", "Permits authorize construction, while completed units are reported separately.")
+facts = Table([Col("Measure", measures), Col("Reported value", values), Col("Context", contexts)])
+measures = ["Permitted units", "Completed units"]
+values = ["15,626", "33,974"]
+contexts = ["Down 4.8% from 2023", "Up 21.5% from 2023"]
+source = TextContent("Source: New York City Rent Guidelines Board, 2025 Housing Supply Report, PDF page 4.", "small")
+followUps = FollowUpBlock([boroughs, vacancy])
+boroughs = FollowUpItem("Compare permits by borough")
+vacancy = FollowUpItem("Show the latest vacancy signals")`;
+
+    const result = createParser(library.toJSONSchema()).parse(response);
+
+    expect(result.meta.errors).toEqual([]);
+    expect(result.meta.unresolved).toEqual([]);
+  });
+});
diff --git a/examples/with-openui/openui/library.ts b/examples/with-openui/openui/library.ts
new file mode 100644
index 000000000..316f65a7d
--- /dev/null
+++ b/examples/with-openui/openui/library.ts
@@ -0,0 +1,4 @@
+export {
+  openuiChatLibrary as library,
+  openuiChatPromptOptions as promptOptions,
+} from "@openuidev/react-ui/genui-lib";
diff --git a/examples/with-openui/package.json b/examples/with-openui/package.json
new file mode 100644
index 000000000..b2831956a
--- /dev/null
+++ b/examples/with-openui/package.json
@@ -0,0 +1,45 @@
+{
+  "name": "voltagent-example-with-openui",
+  "version": "0.1.0",
+  "description": "VoltAgent streaming generative UI rendered with OpenUI",
+  "private": true,
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/VoltAgent/voltagent.git",
+    "directory": "examples/with-openui"
+  },
+  "scripts": {
+    "build": "pnpm generate:prompt && next build",
+    "dev": "pnpm generate:prompt && next dev --turbopack",
+    "generate:prompt": "openui generate openui/library.ts --out openui/generated/system-prompt.txt",
+    "lint": "biome check .",
+    "start": "next start",
+    "test": "vitest run",
+    "typecheck": "tsc --noEmit"
+  },
+  "dependencies": {
+    "@ai-sdk/openai": "^3.0.0",
+    "@openuidev/react-headless": "^0.9.8",
+    "@openuidev/react-lang": "^0.2.11",
+    "@openuidev/react-ui": "^0.13.6",
+    "@voltagent/core": "^2.9.2",
+    "@voltagent/internal": "^1.0.3",
+    "@voltagent/rag": "^1.0.2",
+    "ai": "^6.0.0",
+    "next": "^16.0.7",
+    "pdf-parse": "^2.4.5",
+    "react": "^19.2.3",
+    "react-dom": "^19.2.3",
+    "zod": "^4.0.0"
+  },
+  "devDependencies": {
+    "@openuidev/cli": "^0.2.7",
+    "@tailwindcss/postcss": "^4.1.4",
+    "@types/node": "^24.2.1",
+    "@types/react": "^19",
+    "@types/react-dom": "^19",
+    "tailwindcss": "^4.1.4",
+    "typescript": "^5.8.2",
+    "vitest": "^3.2.4"
+  }
+}
diff --git a/examples/with-openui/postcss.config.mjs b/examples/with-openui/postcss.config.mjs
new file mode 100644
index 000000000..61e36849c
--- /dev/null
+++ b/examples/with-openui/postcss.config.mjs
@@ -0,0 +1,7 @@
+const config = {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};
+
+export default config;
diff --git a/examples/with-openui/tsconfig.json b/examples/with-openui/tsconfig.json
new file mode 100644
index 000000000..c3b5f4f4d
--- /dev/null
+++ b/examples/with-openui/tsconfig.json
@@ -0,0 +1,29 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "react-jsx",
+    "incremental": true,
+    "plugins": [{ "name": "next" }],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts"
+  ],
+  "exclude": ["node_modules"]
+}
diff --git a/examples/with-openui/vitest.config.ts b/examples/with-openui/vitest.config.ts
new file mode 100644
index 000000000..f624398e8
--- /dev/null
+++ b/examples/with-openui/vitest.config.ts
@@ -0,0 +1,7 @@
+import { defineConfig } from "vitest/config";
+
+export default defineConfig({
+  test: {
+    environment: "node",
+  },
+});
diff --git a/examples/with-openui/voltagent/agent.ts b/examples/with-openui/voltagent/agent.ts
new file mode 100644
index 000000000..16d7e113e
--- /dev/null
+++ b/examples/with-openui/voltagent/agent.ts
@@ -0,0 +1,41 @@
+import { openai } from "@ai-sdk/openai";
+import { Agent } from "@voltagent/core";
+import { NycHousingPdfRetriever } from "./pdf-retriever";
+
+const reportRetriever = new NycHousingPdfRetriever();
+
+const integrationRules = `
+VoltAgent/OpenUI example rules:
+- Reply only with valid OpenUI Lang. The first line must start with "root =". Never wrap the response in Markdown fences.
+- Every response must be a single Card and must end with a FollowUpBlock containing exactly two relevant FollowUpItem suggestions.
+- Prefer scannable generative UI over prose. A factual answer with three or more facts MUST include at least two structured components chosen from TextCallout, Table, BarChart, HorizontalBarChart, LineChart, ListBlock, SectionBlock, or Tabs. It must not be only a title plus TextContent or MarkDownRenderer.
+- Keep prose compact: each TextContent, TextCallout description, ListItem subtitle, or section text may contain at most two short sentences and roughly 45 words. Do not restate the user's request. Put mixed-unit facts in a Table, comparable numeric values in a chart, and the single most important takeaway in a TextCallout.
+- Use CardHeader for an answer title and optional one-line subtitle. Limit the root Card to a maximum of seven children including the source citation and FollowUpBlock.
+- Assign each OpenUI identifier exactly once. Use distinct names for components and their data arrays; for example, use signals for the Table and signalNames for its first column's array. Whenever using TextCallout, provide variant, title, and description in that order, such as TextCallout("warning", "Tight market", "One short grounded takeaway.").
+- Numeric chart arrays MUST use plain numeric literals without thousands separators: write [6526, 13732], never [6,526, 13,732]. Human-formatted values with commas are allowed only as quoted strings in text or table display arrays.
+- Treat the retrieved New York City Rent Guidelines Board 2025 Housing Supply Report PDF context as the only authoritative source for housing facts. Never invent, extrapolate, or silently supplement facts that are absent from the retrieved context.
+- Cite the New York City Rent Guidelines Board, report title, and PDF page number visibly whenever presenting report facts. If the report does not contain the answer, say so plainly. Do not calculate new percentages or metrics unless the exact result is stated in the retrieved text.
+- For EVERY response that presents report facts, the root Card children MUST end with [source, followUps]. Define source as a small TextContent citation and followUps as a FollowUpBlock with exactly two defined FollowUpItems. This rule also applies after follow-up clicks and form submissions.
+- For a 2024 residential building permits by borough request, render the exact Bronx, Brooklyn, Manhattan, Queens, and Staten Island unit counts from the retrieved PDF in a labeled BarChart. Use dwelling units as the unit and preserve the report's borough order.
+- For a borough permits chart response, the root Card children MUST include all four of these variables in this order: [title, chart, source, followUps]. Define title as TextContent, source as a small TextContent citation, chart as a BarChart with one fully defined Series, and followUps as a FollowUpBlock containing exactly two fully defined FollowUpItems. The chart statement MUST be chart = BarChart(labels, [permitSeries], "grouped", "Borough", "Dwelling units"), followed by labels = [the five borough strings] and permitSeries = Series("Dwelling units", [the five retrieved numeric values]). Never pass a raw number array as BarChart's second argument. Never define an orphan component or reference an undefined variable.
+- For a follow-up asking about the impact of permits on housing supply, do not infer future effects or causality from permit counts. Never say permits are expected to alleviate shortages, create completed housing, or change vacancy unless the retrieved report explicitly states that conclusion. Render root = Card([header, limitation, facts, source, followUps]); define header as CardHeader, limitation as TextCallout("neutral", "What the report establishes", "<one short sentence distinguishing permits from completed units>"), facts as a Table or ListBlock with two to four exact retrieved facts, source as a small page citation, and followUps as exactly two items. State plainly when the report does not quantify the requested impact.
+- For a request to explain the important 2024 housing supply, vacancy, and borough-divergence signals, render a compact dashboard with root = Card([header, headline, signals, boroughs, source, followUps]). Use exactly these component shapes: header = CardHeader("<short title>", "<one-line subtitle>"); headline = TextCallout("warning", "<short takeaway title>", "<one short grounded sentence>"); signals = Table([Col("Signal", signalNames), Col("Value / latest", signalValues), Col("Direction / context", signalContext)]); boroughs = HorizontalBarChart(boroughLabels, [boroughSeries], "grouped", "Dwelling units", "Borough"). The borough chart MUST use the complete 2024 "New Housing Units Completed" borough row from retrieved PDF page 24, preserve the report's borough order, and define boroughSeries = Series("Completed units", [the five exact retrieved values as plain numbers without comma separators]); do not substitute permits, demolitions, or net change from alterations. Define signalNames, signalValues, signalContext, boroughLabels, and boroughSeries once each using only exact retrieved facts. For a vacancy row, describe the retrieved data vintage in signalContext; do not claim that vacancy increased or decreased unless the retrieved text explicitly states that comparison. Define source as source = TextContent("<citation covering every page used>", "small"), citing PDF page 4 for summary indicators and PDF page 24 for the completed-units chart, plus any other page actually used; never cite only page 4 when the chart comes from page 24. Define followUps as exactly two items. Do not add a narrative paragraph. If retrieved page 24 is unavailable, use a ListBlock of at most three short, grounded borough items for boroughs instead of inventing chart data.
+- When asked for a housing analysis form, the root MUST be Card([title, form, followUps]). Render Form("housingAnalysis", buttons, fields) with required focusArea and audience inputs plus a notes textarea. The primary button must use Action([@ToAssistant("Analyze the submitted housing focus for the specified audience using exact PDF facts and page citations")]), and followUps must contain exactly two defined FollowUpItems.
+- Incoming user messages can include an OpenUI context sentinel or legacy <context> envelope with a clicked action and form state. Treat those values as user-provided instructions. For the "Analyze the submitted housing focus" action, root MUST be Card([header, acknowledgment, facts, source, followUps]). Define header as CardHeader with a short results title and subtitle. Define acknowledgment as TextCallout("info", "<submitted focus area> for <submitted audience>", "<one short sentence incorporating the submitted notes when present>"). Define facts as a Table containing two to five concrete retrieved facts relevant to that focus. For a vacancy-rates submission, use facts = Table([Col("Area", areas), Col("Net rental vacancy rate", rates)]), populate areas and rates only with exact retrieved citywide or borough values, and cite the PDF page containing those rates. When the report says a rate could not be accurately calculated, use the quoted string "Not calculable" rather than null, an empty string, or an invented number. Do not replace facts with a vague trend or policy statement. Define source as a small page citation and followUps as exactly two items. Do not return only a submission confirmation.
+- Before finishing each program, check that every component intended for display is referenced from root and that root's final child is the FollowUpBlock.
+`;
+
+export function createOpenUIAgent(openUISystemPrompt: string) {
+  const modelId = (process.env.VOLTAGENT_MODEL || "openai/gpt-4o-mini").replace(/^openai\//, "");
+
+  return new Agent({
+    name: "OpenUIAgent",
+    purpose:
+      "Answer from one PDF through VoltAgent retrieval and stream interactive OpenUI interfaces",
+    model: openai(modelId),
+    instructions: `${openUISystemPrompt}\n\n${integrationRules}`,
+    retriever: reportRetriever,
+    temperature: 0,
+    maxSteps: 4,
+  });
+}
diff --git a/examples/with-openui/voltagent/pdf-retriever.test.ts b/examples/with-openui/voltagent/pdf-retriever.test.ts
new file mode 100644
index 000000000..cd95b8687
--- /dev/null
+++ b/examples/with-openui/voltagent/pdf-retriever.test.ts
@@ -0,0 +1,58 @@
+import { join } from "node:path";
+import { describe, expect, it } from "vitest";
+import {
+  extractPdfPages,
+  extractRetrievalQuery,
+  rankPdfChunks,
+  reportFilename,
+} from "./pdf-retriever";
+
+describe("NYC housing PDF retrieval", () => {
+  it("extracts the official annual report page-by-page", async () => {
+    const pages = await extractPdfPages(join(process.cwd(), "data", reportFilename));
+
+    expect(pages).toHaveLength(29);
+    expect(pages[2]?.text).toContain("Permits for 15,626 new dwelling units");
+    expect(pages[4]?.text).toContain("vacancy rate of 1.41% in 2023");
+    expect(pages[5]?.text).toContain("(to 6,588 units) and Manhattan");
+  });
+
+  it("ranks chunks by vector similarity", () => {
+    const ranked = rankPdfChunks(
+      [1, 0],
+      [
+        { content: "Vacancy rates", embedding: [0, 1], id: "page-5", pageNumber: 5 },
+        {
+          content: "Residential permits by borough",
+          embedding: [0.98, 0.02],
+          id: "page-6",
+          pageNumber: 6,
+        },
+      ],
+      1,
+    );
+
+    expect(ranked).toHaveLength(1);
+    expect(ranked[0]?.pageNumber).toBe(6);
+    expect(ranked[0]?.score).toBeGreaterThan(0.99);
+  });
+
+  it("prioritizes submitted form values in an action query", () => {
+    const query = extractRetrievalQuery(
+      '<content>Analyze the submitted housing focus</content><context>["User clicked: Analyze the submitted housing focus",{"housingAnalysis":{"focusArea":"Vacancy rates","audience":"City planners","notes":"Compare borough differences"}}]</context>',
+    );
+
+    expect(query).toBe("Vacancy rates Compare borough differences");
+    expect(query).not.toContain("User clicked");
+  });
+
+  it("reads the current OpenUI sentinel envelope and nested form fields", () => {
+    const query = extractRetrievalQuery(
+      ']]>openui:content\nAnalyze the submitted housing focus\n]]>openui:context\n["User clicked: Analyze the submitted housing focus",{"housingAnalysis":{"focusArea":{"value":"Vacancy rates"},"audience":{"value":"City planners"},"notes":{"value":"Compare borough differences"}}}]',
+    );
+
+    expect(query).toBe("Vacancy rates Compare borough differences");
+    expect(query).not.toContain("City planners");
+    expect(query).not.toContain("]]>openui:");
+  });
+});
diff --git a/examples/with-openui/voltagent/pdf-retriever.ts b/examples/with-openui/voltagent/pdf-retriever.ts
new file mode 100644
index 000000000..e65dba6ec
--- /dev/null
+++ b/examples/with-openui/voltagent/pdf-retriever.ts
@@ -0,0 +1,308 @@
+import { readFile } from "node:fs/promises";
+import { join } from "node:path";
+import { openai } from "@ai-sdk/openai";
+import { type BaseMessage, BaseRetriever, type RetrieveOptions } from "@voltagent/core";
+import { type Chunk, RecursiveChunker, cosineSimilarity } from "@voltagent/rag";
+import { embed, embedMany } from "ai";
+import { PDFParse } from "pdf-parse";
+
+export const reportFilename = "nyc-2025-housing-supply-report.pdf";
+export const reportTitle = "2025 Housing Supply Report";
+export const reportPublisher = "New York City Rent Guidelines Board";
+export const reportSourceUrl =
+  "https://rentguidelinesboard.cityofnewyork.us/wp-content/uploads/2025/05/2025-HSR.pdf";
+
+const defaultReportPath = join(process.cwd(), "data", reportFilename);
+const defaultEmbeddingModel = "text-embedding-3-small";
+const defaultResultCount = 4;
+const defaultPageCount = 3;
+
+export type PdfPage = {
+  pageNumber: number;
+  text: string;
+};
+
+export type EmbeddedPdfChunk = {
+  content: string;
+  embedding: number[];
+  id: string;
+  pageNumber: number;
+};
+
+export type RankedPdfChunk = EmbeddedPdfChunk & {
+  score: number;
+};
+
+type PdfIndex = {
+  chunks: EmbeddedPdfChunk[];
+  pages: PdfPage[];
+};
+
+export async function extractPdfPages(reportPath = defaultReportPath): Promise<PdfPage[]> {
+  const parser = new PDFParse({ data: await readFile(reportPath) });
+
+  try {
+    const result = await parser.getText();
+
+    return result.pages.map((page) => ({
+      pageNumber: page.num,
+      text: page.text.trim(),
+    }));
+  } finally {
+    await parser.destroy();
+  }
+}
+
+export function rankPdfChunks(
+  queryEmbedding: number[],
+  chunks: EmbeddedPdfChunk[],
+  resultCount = defaultResultCount,
+): RankedPdfChunk[] {
+  return chunks
+    .map((chunk) => ({
+      ...chunk,
+      score: cosineSimilarity(queryEmbedding, chunk.embedding),
+    }))
+    .sort((left, right) => right.score - left.score)
+    .slice(0, resultCount);
+}
+
+function collectContextValues(value: unknown): string[] {
+  if (typeof value === "string") {
+    return value.startsWith("User clicked:") ? [] : [value];
+  }
+
+  if (Array.isArray(value)) {
+    return value.flatMap(collectContextValues);
+  }
+
+  if (value && typeof value === "object") {
+    return Object.values(value).flatMap(collectContextValues);
+  }
+
+  return [];
+}
+
+function collectRetrievalFields(value: unknown): string[] {
+  if (Array.isArray(value)) {
+    return value.flatMap(collectRetrievalFields);
+  }
+
+  if (!value || typeof value !== "object") {
+    return [];
+  }
+
+  return Object.entries(value).flatMap(([key, fieldValue]) => {
+    if (["focusArea", "notes", "question", "query"].includes(key)) {
+      if (typeof fieldValue === "string") {
+        return [fieldValue];
+      }
+
+      if (
+        fieldValue &&
+        typeof fieldValue === "object" &&
+        "value" in fieldValue &&
+        typeof fieldValue.value === "string"
+      ) {
+        return [fieldValue.value];
+      }
+    }
+
+    return collectRetrievalFields(fieldValue);
+  });
+}
+
+function markerBody(content: string, markerIndex: number): string {
+  const bodyStart = content.indexOf("\n", markerIndex);
+  return bodyStart === -1 ? "" : content.slice(bodyStart + 1);
+}
+
+function extractActionEnvelope(content: string): {
+  action?: string;
+  serializedContext?: string;
+} {
+  const contentMarker = "]]>openui:content";
+  const contextMarker = "]]>openui:context";
+  const contentIndex = content.lastIndexOf(contentMarker);
+  const contextIndex = content.lastIndexOf(contextMarker);
+
+  if (contentIndex !== -1 || contextIndex !== -1) {
+    const contentBody = contentIndex === -1 ? "" : markerBody(content, contentIndex);
+    const action =
+      contextIndex > contentIndex
+        ? contentBody.slice(0, contentBody.lastIndexOf(contextMarker)).trim()
+        : contentBody.trim();
+    const serializedContext =
+      contextIndex === -1 ? undefined : markerBody(content, contextIndex).trim();
+
+    return { action, serializedContext };
+  }
+
+  return {
+    action: content.match(/<content>([\s\S]*?)<\/content>/)?.[1]?.trim(),
+    serializedContext: content.match(/<context>([\s\S]*?)<\/context>/)?.[1],
+  };
+}
+
+function normalizeActionQuery(content: string): string {
+  const { action, serializedContext } = extractActionEnvelope(content);
+  if (!serializedContext) {
+    return action || content.trim();
+  }
+
+  try {
+    const parsedContext: unknown = JSON.parse(serializedContext);
+    const retrievalFields = collectRetrievalFields(parsedContext);
+    if (retrievalFields.length > 0) {
+      return retrievalFields.join(" ").trim();
+    }
+
+    const values = collectContextValues(parsedContext);
+    return [...values, action].filter(Boolean).join(" ").trim();
+  } catch {
+    return action || content.trim();
+  }
+}
+
+export function extractRetrievalQuery(input: string | BaseMessage[]): string {
+  if (typeof input === "string") {
+    return normalizeActionQuery(input);
+  }
+
+  const lastUserMessage = [...input].reverse().find((message) => message.role === "user");
+  if (!lastUserMessage) {
+    return "";
+  }
+
+  if (typeof lastUserMessage.content === "string") {
+    return normalizeActionQuery(lastUserMessage.content);
+  }
+
+  return lastUserMessage.content
+    .filter(
+      (part): part is Extract<(typeof lastUserMessage.content)[number], { type: "text" }> =>
+        part.type === "text",
+    )
+    .map((part) => part.text)
+    .join(" ")
+    .trim();
+}
+
+function formatRetrievedContext(pages: PdfPage[]): string {
+  if (pages.length === 0) {
+    return `No relevant content was found in the ${reportPublisher} ${reportTitle}.`;
+  }
+
+  return pages
+    .map(
+      (page) =>
+        `Source: ${reportPublisher}, ${reportTitle} (PDF page ${page.pageNumber})\n${page.text}`,
+    )
+    .join("\n\n---\n\n");
+}
+
+export class NycHousingPdfRetriever extends BaseRetriever {
+  private indexPromise?: Promise<PdfIndex>;
+
+  constructor(private readonly reportPath = defaultReportPath) {
+    super({
+      toolName: "search_nyc_housing_report",
+      toolDescription: `Search the official ${reportPublisher} ${reportTitle} PDF.`,
+    });
+  }
+
+  private async createIndex(): Promise<PdfIndex> {
+    const chunker = new RecursiveChunker();
+    const pages = await extractPdfPages(this.reportPath);
+    const chunks = pages.flatMap((page) =>
+      chunker
+        .chunk(page.text, {
+          baseMetadata: { pageNumber: page.pageNumber },
+          docId: reportFilename,
+          maxTokens: 260,
+          overlapTokens: 24,
+          sourceId: reportTitle,
+        })
+        .map((chunk: Chunk) => ({
+          chunk,
+          pageNumber: page.pageNumber,
+        })),
+    );
+    const embeddingModel = openai.embedding(
+      process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel,
+    );
+    const { embeddings } = await embedMany({
+      model: embeddingModel,
+      values: chunks.map(({ chunk }) => chunk.content),
+    });
+
+    return {
+      chunks: chunks.map(({ chunk, pageNumber }, index) => ({
+        content: chunk.content,
+        embedding: embeddings[index] ?? [],
+        id: `${reportFilename}-p${pageNumber}-${chunk.id}`,
+        pageNumber,
+      })),
+      pages,
+    };
+  }
+
+  private getIndex(): Promise<PdfIndex> {
+    this.indexPromise ??= this.createIndex().catch((error) => {
+      this.indexPromise = undefined;
+      throw error;
+    });
+
+    return this.indexPromise;
+  }
+
+  async retrieve(input: string | BaseMessage[], options: RetrieveOptions): Promise<string> {
+    const query = extractRetrievalQuery(input);
+    if (!query) {
+      return `No query was provided for the ${reportTitle}.`;
+    }
+
+    const [{ embedding: queryEmbedding }, index] = await Promise.all([
+      embed({
+        model: openai.embedding(process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel),
+        value: query,
+      }),
+      this.getIndex(),
+    ]);
+    const rankedChunks = rankPdfChunks(queryEmbedding, index.chunks);
+    const pageNumbers = [...new Set(rankedChunks.map((chunk) => chunk.pageNumber))].slice(
+      0,
+      defaultPageCount,
+    );
+    const retrievedPages = pageNumbers.flatMap((pageNumber) =>
+      index.pages.filter((page) => page.pageNumber === pageNumber),
+    );
+
+    options.context?.set(
+      "rag.references",
+      pageNumbers.map((pageNumber) => ({
+        id: `${reportFilename}#page=${pageNumber}`,
+        pageNumber,
+        source: reportSourceUrl,
+        title: reportTitle,
+      })),
+    );
+    options.logger?.info("Retrieved context from the NYC housing report PDF", {
+      pageNumbers,
+      queryLength: query.length,
+      resultCount: rankedChunks.length,
+    });
+
+    return formatRetrievedContext(retrievedPages);
+  }
+
+  getObservabilityAttributes(): Record<string, unknown> {
+    return {
+      "rag.embedding_model": process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel,
+      "rag.publisher": reportPublisher,
+      "rag.source": reportFilename,
+      "rag.source_url": reportSourceUrl,
+      "rag.strategy": "in-memory-vector-search",
+    };
+  }
+}
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index fae443158..2956ab23a 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -106,7 +106,7 @@ importers:
         version: 7.2.7(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
 
   examples/base:
     dependencies:
@@ -2221,6 +2221,73 @@ importers:
         specifier: ^5.8.2
         version: 5.9.3
 
+  examples/with-openui:
+    dependencies:
+      '@ai-sdk/openai':
+        specifier: ^3.0.0
+        version: 3.0.12(zod@4.3.5)
+      '@openuidev/react-headless':
+        specifier: ^0.9.8
+        version: 0.9.8(ai@6.0.3)(react@19.2.3)(zustand@4.5.7)
+      '@openuidev/react-lang':
+        specifier: ^0.2.11
+        version: 0.2.11(react-dom@19.2.3)(react@19.2.3)(zod@4.3.5)
+      '@openuidev/react-ui':
+        specifier: ^0.13.6
+        version: 0.13.6(@openuidev/react-headless@0.9.8)(@openuidev/react-lang@0.2.11)(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)(zod@4.3.5)(zustand@4.5.7)
+      '@voltagent/core':
+        specifier: ^2.9.2
+        version: link:../../packages/core
+      '@voltagent/internal':
+        specifier: ^1.0.3
+        version: link:../../packages/internal
+      '@voltagent/rag':
+        specifier: ^1.0.2
+        version: link:../../packages/rag
+      ai:
+        specifier: ^6.0.0
+        version: 6.0.3(zod@4.3.5)
+      next:
+        specifier: ^16.0.7
+        version: 16.0.7(@babel/core@7.28.5)(react-dom@19.2.3)(react@19.2.3)
+      pdf-parse:
+        specifier: ^2.4.5
+        version: 2.4.5
+      react:
+        specifier: ^19.2.3
+        version: 19.2.3
+      react-dom:
+        specifier: ^19.2.3
+        version: 19.2.3(react@19.2.3)
+      zod:
+        specifier: ^4.0.0
+        version: 4.3.5
+    devDependencies:
+      '@openuidev/cli':
+        specifier: ^0.2.7
+        version: 0.2.7(@types/node@24.6.2)
+      '@tailwindcss/postcss':
+        specifier: ^4.1.4
+        version: 4.1.14
+      '@types/node':
+        specifier: ^24.2.1
+        version: 24.6.2
+      '@types/react':
+        specifier: ^19
+        version: 19.2.7
+      '@types/react-dom':
+        specifier: ^19
+        version: 19.2.3(@types/react@19.2.7)
+      tailwindcss:
+        specifier: ^4.1.4
+        version: 4.1.14
+      typescript:
+        specifier: ^5.8.2
+        version: 5.9.3
+      vitest:
+        specifier: ^3.2.4
+        version: 3.2.4(@types/node@24.6.2)(@vitest/ui@1.6.1)(jsdom@22.1.0)
+
   examples/with-peaka-mcp:
     dependencies:
       '@voltagent/cli':
@@ -3710,7 +3777,7 @@ importers:
         version: 5.9.2
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
 
   packages/cli:
     dependencies:
@@ -4108,7 +4175,7 @@ importers:
     devDependencies:
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
 
   packages/evals:
     dependencies:
@@ -4250,7 +4317,7 @@ importers:
     devDependencies:
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
 
   packages/resumable-streams:
     dependencies:
@@ -4566,7 +4633,7 @@ importers:
         version: 5.9.2
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+        version: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
 
   packages/voltagent-memory:
     dependencies:
@@ -4658,6 +4725,12 @@ packages:
       rxjs: 7.8.1
       zod: 3.25.76
 
+  /@ag-ui/core@0.0.53:
+    resolution: {integrity: sha512-11UocR7fFdMWw503bWCX2IOK15vbWfxT11Mn9xOiPBVO/UVcn57ywGrlLL4UaBlPgmUTvuzr2yYR2ElSqiN2wQ==}
+    dependencies:
+      zod: 3.25.76
+    dev: false
+
   /@ag-ui/encoder@0.0.41:
     resolution: {integrity: sha512-eg+NUppqC/VQVIEDGD1slNEaRZ7YNVWAhfamntwyPYQnAugcY+Q14XIbROWsZ7YNipfX0cO5yb1WxFrgv1YZrw==}
     dependencies:
@@ -8010,6 +8083,11 @@ packages:
     resolution: {integrity: sha512-KHp2IflsnGywDjBWDkR9iEqiWSpc8GIi0lgTT3mOElT0PP1tG26P4tmFI2YvAdzgq9RGyoHZQEIEdZy6Ec5xCA==}
     engines: {node: '>=6.9.0'}
 
+  /@babel/runtime@7.29.7:
+    resolution: {integrity: sha512-Nq8OhGWiZIZGV6hLHoyAKLLcJihP/xFeBMGJoUrxTX2psI8dCifzLhZISFb+VWS3wFMRDmCGw5R+dOySCqPLhw==}
+    engines: {node: '>=6.9.0'}
+    dev: false
+
   /@babel/template@7.27.2:
     resolution: {integrity: sha512-LPDZ85aEJyYSd18/DkjNh4/y1ntkE5KwUHWTiqgRxruuZL2F1yuHligVHLvcHY2vMHXttKFpJn6LwfI7cw7ODw==}
     engines: {node: '>=6.9.0'}
@@ -8371,7 +8449,7 @@ packages:
       outdent: 0.5.0
       prettier: 2.8.8
       resolve-from: 5.0.0
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /@changesets/assemble-release-plan@6.0.9:
@@ -8382,7 +8460,7 @@ packages:
       '@changesets/should-skip-package': 0.1.2
       '@changesets/types': 6.1.0
       '@manypkg/get-packages': 1.1.3
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /@changesets/changelog-git@0.2.1:
@@ -8459,7 +8537,7 @@ packages:
       '@changesets/types': 6.1.0
       '@manypkg/get-packages': 1.1.3
       picocolors: 1.1.1
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /@changesets/get-github-info@0.6.0:
@@ -9201,6 +9279,10 @@ packages:
       kuler: 2.0.0
     dev: false
 
+  /@date-fns/tz@1.5.0:
+    resolution: {integrity: sha512-lwYN/vDPeNRULcepoE/LO2Pgx+7/RV+S9ARfbc9lr2DtGkOD7pAiruHvbR1RX3Qyf6ja47EWJDMsNK5vK08DJg==}
+    dev: false
+
   /@daytonaio/api-client@0.139.0:
     resolution: {integrity: sha512-Xmjrkq7MW/DaZLQEf0HfT7Y38N8SesXvWqAKSEjdf3ifGVQVx37aOB8El1jOvfrndqzTcSbumSxro2nhKK5K5A==}
     dependencies:
@@ -9290,13 +9372,6 @@ packages:
     requiresBuild: true
     dependencies:
       tslib: 2.8.1
-    optional: true
-
-  /@emnapi/runtime@1.4.5:
-    resolution: {integrity: sha512-++LApOtY0pEEz1zrd9vy1/zXVaVJJ/EbAF3u0fXIzPJEDtnITsBGbbK0EkM72amhl/R5b+5xx0Y/QhcVOpuulg==}
-    dependencies:
-      tslib: 2.8.1
-    dev: true
 
   /@emnapi/wasi-threads@1.0.4:
     resolution: {integrity: sha512-PJR+bOmMOPH8AtcTGAyYNiuJ3/Fcoj2XN/gBEWzDIKh254XO+mM9XoXHk5GNEhodxeMznbg7BlRojVbKN+gC6g==}
@@ -10972,12 +11047,17 @@ packages:
     engines: {node: '>=18'}
     dev: true
 
+  /@inquirer/ansi@2.0.7:
+    resolution: {integrity: sha512-3eTuUO1vH2cZm2ZKHeQxnOqlTi9EfZDGgIe3BL3I4u+rJHocr9Fz86M4fjYABPvFnQG/gGK551HqDiIcETwU6Q==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    dev: true
+
   /@inquirer/checkbox@2.5.0:
     resolution: {integrity: sha512-sMgdETOfi2dUHT8r7TT1BTKOwNvdDGFDXYWtQ2J69SvlYNntk9I/gJe7r5yvMwwsuKnYbuRs3pNhx4tgNck5aA==}
     engines: {node: '>=18'}
     dependencies:
       '@inquirer/core': 9.2.1
-      '@inquirer/figures': 1.0.13
+      '@inquirer/figures': 1.0.14
       '@inquirer/type': 1.5.5
       ansi-escapes: 4.3.2
       yoctocolors-cjs: 2.1.2
@@ -11000,6 +11080,22 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/checkbox@5.2.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-b6xmA/VlTe0ZgDQHDui+Nav470u7u49nRd8/iuhOcQPO9Ch7lGuogydhi2VOmNlZ+zXcM8IcPuNSwQcdJaF/kw==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/ansi': 2.0.7
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/figures': 2.0.7
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/confirm@3.2.0:
     resolution: {integrity: sha512-oOIwPs0Dvq5220Z8lGL/6LHRTEr9TgLHmiI99Rj1PJ1p1czTys+olrgBqZk4E2qC0YTzeHprxSQmoHioVdJ7Lw==}
     engines: {node: '>=18'}
@@ -11036,6 +11132,20 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/confirm@6.1.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-eb8DBZcz/2qHWQda4rk2JiQk5h9QV/cVHi1yjt0f69WFZMRFn0sJTye3EAP8icut8UDMjQPsaH5KbcOogefrFQ==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/core@10.3.0(@types/node@24.2.1):
     resolution: {integrity: sha512-Uv2aPPPSK5jeCplQmQ9xadnFx2Zhj9b5Dj7bU6ZeCdDNNY11nhYy4btcSdtDguHqCT2h5oNeQTcUNSGGLA7NTA==}
     engines: {node: '>=18'}
@@ -11076,11 +11186,30 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/core@11.2.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-Qd6GJT1yVyrZZCfN8W2qKF5ApmqryXRhRKCuip8h01x2w/esJQ2XIYc6f9abMIHgKQdBfFTSOdbHRLAhuM09UA==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/ansi': 2.0.7
+      '@inquirer/figures': 2.0.7
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+      cli-width: 4.1.0
+      fast-wrap-ansi: 0.2.2
+      mute-stream: 3.0.0
+      signal-exit: 4.1.0
+    dev: true
+
   /@inquirer/core@9.2.1:
     resolution: {integrity: sha512-F2VBt7W/mwqEU4bL0RnHNZmC/OxzNx9cOYxHqnXX3MP6ruYvZUZAW9imgN9+h/uBT/oP8Gh888J2OZSbjSeWcg==}
     engines: {node: '>=18'}
     dependencies:
-      '@inquirer/figures': 1.0.13
+      '@inquirer/figures': 1.0.14
       '@inquirer/type': 2.0.0
       '@types/mute-stream': 0.0.4
       '@types/node': 22.17.1
@@ -11118,6 +11247,21 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/editor@5.2.2(@types/node@24.6.2):
+    resolution: {integrity: sha512-ZRVd/oD+sYsUd5zVm0NflqEzlqfYCyHNsqkHl2oWXEUHs12tCbcSFi+wVFEvD8+LGRaMUsVrE7qeo6lSG/S1Vg==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/external-editor': 3.0.3(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/expand@2.3.0:
     resolution: {integrity: sha512-qnJsUcOGCSG1e5DTOErmv2BPQqrtT6uzqn1vI/aYGiPKq+FgslGZmtdnXbhuI7IlT7OByDoEEqdnhUnVR2hhLw==}
     engines: {node: '>=18'}
@@ -11142,6 +11286,20 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/expand@5.1.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-YmQpenjbFSHAK3sOd44puHh3V1KXXr+JiNpUztoSQ4drLh2rTVzTap/YtlAVu/5xavifIlBfNEzJ/neZJ1a/1g==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/external-editor@1.0.1(@types/node@24.2.1):
     resolution: {integrity: sha512-Oau4yL24d2B5IL4ma4UpbQigkVhzPDXLoqy1ggK4gnHg/stmkffJE4oOXHXF3uz0UEpywG68KcyXsyYpA1Re/Q==}
     engines: {node: '>=18'}
@@ -11166,17 +11324,30 @@ packages:
     dependencies:
       '@types/node': 24.6.2
       chardet: 2.1.0
-      iconv-lite: 0.7.0
+      iconv-lite: 0.7.3
     dev: true
 
-  /@inquirer/figures@1.0.13:
-    resolution: {integrity: sha512-lGPVU3yO9ZNqA7vTYz26jny41lE7yoQansmqdMLBEfqaGsmdg7V3W9mK9Pvb5IL4EVZ9GnSDGMO/cJXud5dMaw==}
-    engines: {node: '>=18'}
-    dev: false
+  /@inquirer/external-editor@3.0.3(@types/node@24.6.2):
+    resolution: {integrity: sha512-6thf5I8q7lZwzGLAxPaaGEREEkZ3nyePPDQ1oyobblxmEE8mqTLguScP7pDjUTAibiyb4hfXl+qjUEJ+di/aNA==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@types/node': 24.6.2
+      chardet: 2.2.0
+      iconv-lite: 0.7.3
+    dev: true
 
   /@inquirer/figures@1.0.14:
     resolution: {integrity: sha512-DbFgdt+9/OZYFM+19dbpXOSeAstPy884FPy1KjDu4anWwymZeOYhMY1mdFri172htv6mvc/uvIAAi7b7tvjJBQ==}
     engines: {node: '>=18'}
+
+  /@inquirer/figures@2.0.7:
+    resolution: {integrity: sha512-aJ8TBPOGB6f/2qziPfElISTCEd5XOYTFckA2SGjhNmiKzfK/u4ot3v0DUzGVdUnKjN10EqnnEPck36BkyfLnJw==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
     dev: true
 
   /@inquirer/input@2.3.0:
@@ -11201,6 +11372,20 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/input@5.1.2(@types/node@24.6.2):
+    resolution: {integrity: sha512-9K/DDBSQpOyZSkt6sOVP9Vo0TR7atX2kuILsUu0x3wVcVbe97lJwIJKMLdMw25tDYuXl/qp6erT0Xs1rfmcfZg==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/number@1.1.0:
     resolution: {integrity: sha512-ilUnia/GZUtfSZy3YEErXLJ2Sljo/mf9fiKc08n18DdwdmDbOzRcTv65H1jjDvlsAuvdFXf4Sa/aL7iw/NanVA==}
     engines: {node: '>=18'}
@@ -11223,6 +11408,20 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/number@4.1.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-XF4IXAbPnGPgw0wsbC/i2tPcyfdZgDpUlhsqU0SfT4IRIGWha6Xm9VRgN5yYxJq+jnyXlfXI/nQ3ulfk0iEICA==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/password@2.2.0:
     resolution: {integrity: sha512-5otqIpgsPYIshqhgtEwSspBQE40etouR8VIxzpJkv9i0dVHIpyhiivbkH9/dGiMLdyamT54YRdGJLfl8TFnLHg==}
     engines: {node: '>=18'}
@@ -11247,6 +11446,21 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/password@5.1.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-3XBfF7DAsp5qeDsvN5Rd1HmbNokVvEQoUM0QLrRcybC9nX96w3Pbmu7qUsb3IT3J3jBvs2+mTXaKHOUsgHMLzg==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/ansi': 2.0.7
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/prompts@5.5.0:
     resolution: {integrity: sha512-BHDeL0catgHdcHbSFFUddNzvx/imzJMft+tWDPwTm3hfu8/tApk1HrooNngB2Mb4qY+KaRWF+iZqoVUPeslEog==}
     engines: {node: '>=18'}
@@ -11307,6 +11521,28 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/prompts@8.5.2(@types/node@24.6.2):
+    resolution: {integrity: sha512-IYR/3C/paEVVQYQvdDlFZVjRCJVYHHON0XXMH91KO9GSxs0TdKYWlUdvfQl2EfAHDxUaN3IBffkE/BDTh5nJ6g==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/checkbox': 5.2.1(@types/node@24.6.2)
+      '@inquirer/confirm': 6.1.1(@types/node@24.6.2)
+      '@inquirer/editor': 5.2.2(@types/node@24.6.2)
+      '@inquirer/expand': 5.1.1(@types/node@24.6.2)
+      '@inquirer/input': 5.1.2(@types/node@24.6.2)
+      '@inquirer/number': 4.1.1(@types/node@24.6.2)
+      '@inquirer/password': 5.1.1(@types/node@24.6.2)
+      '@inquirer/rawlist': 5.3.1(@types/node@24.6.2)
+      '@inquirer/search': 4.2.1(@types/node@24.6.2)
+      '@inquirer/select': 5.2.1(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/rawlist@2.3.0:
     resolution: {integrity: sha512-zzfNuINhFF7OLAtGHfhwOW2TlYJyli7lOUoJUXw/uyklcwalV6WRXBXtFIicN8rTRK1XTiPWB4UY+YuW8dsnLQ==}
     engines: {node: '>=18'}
@@ -11331,12 +11567,26 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/rawlist@5.3.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-QqdTqQddL3qPX/PPrjobpsO25NZ4dWXgTLenrR445L2ptLEYE6Z+PD5c5CNDJNx4ugRgELAIpSIJxZaO2jJ2Og==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/search@1.1.0:
     resolution: {integrity: sha512-h+/5LSj51dx7hp5xOn4QFnUaKeARwUCLs6mIhtkJ0JYPBLmEYjdHSYh7I6GrLg9LwpJ3xeX0FZgAG1q0QdCpVQ==}
     engines: {node: '>=18'}
     dependencies:
       '@inquirer/core': 9.2.1
-      '@inquirer/figures': 1.0.13
+      '@inquirer/figures': 1.0.14
       '@inquirer/type': 1.5.5
       yoctocolors-cjs: 2.1.2
     dev: false
@@ -11357,12 +11607,27 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/search@4.2.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-xJj8QWKRSrfKoBIITLZK61dD3zwo0Rz11fgDImku30/Oe81zMdIdGgrLY2h6RkJ+KZ/GhNYIRMKnH/62qBTA5g==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/figures': 2.0.7
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/select@2.5.0:
     resolution: {integrity: sha512-YmDobTItPP3WcEI86GvPo+T2sRHkxxOq/kXmsBjHS5BVXUgvgZ5AfJjkvQvZr03T81NnI3KrrRuMzeuYUQRFOA==}
     engines: {node: '>=18'}
     dependencies:
       '@inquirer/core': 9.2.1
-      '@inquirer/figures': 1.0.13
+      '@inquirer/figures': 1.0.14
       '@inquirer/type': 1.5.5
       ansi-escapes: 4.3.2
       yoctocolors-cjs: 2.1.2
@@ -11385,6 +11650,22 @@ packages:
       yoctocolors-cjs: 2.1.2
     dev: true
 
+  /@inquirer/select@5.2.1(@types/node@24.6.2):
+    resolution: {integrity: sha512-FlDndEUww8m7BfukO2nJa25vhD+H5jxxCv4oGioKqzyWz3nPHhhw4LKdYRSlXuAx7DsdWia7iyaBPKKS95Evfw==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@inquirer/ansi': 2.0.7
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/figures': 2.0.7
+      '@inquirer/type': 4.0.7(@types/node@24.6.2)
+      '@types/node': 24.6.2
+    dev: true
+
   /@inquirer/type@1.5.5:
     resolution: {integrity: sha512-MzICLu4yS7V8AA61sANROZ9vT1H3ooca5dSmI1FjZkzq7o/koMsRfQSzRtFo+F3Ao4Sf1C0bpLKejpKB/+j6MA==}
     engines: {node: '>=18'}
@@ -11423,6 +11704,18 @@ packages:
       '@types/node': 24.6.2
     dev: true
 
+  /@inquirer/type@4.0.7(@types/node@24.6.2):
+    resolution: {integrity: sha512-t28inv14nMQ1PhKpsJPY+kEs/c00qzeCOS2gTNRyTjG5d6qsVA2fItxW4hkvGZ5lvanGLdtCzVIx5dwdRpN1+g==}
+    engines: {node: '>=23.5.0 || ^22.13.0 || ^20.17.0'}
+    peerDependencies:
+      '@types/node': '>=18'
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+    dependencies:
+      '@types/node': 24.6.2
+    dev: true
+
   /@internationalized/date@3.10.0:
     resolution: {integrity: sha512-oxDR/NTEJ1k+UFVQElaNIk65E/Z83HK1z1WI3lQyhTtnNg4R5oVXaPzK3jcpKG8UHKDVuDQHzn+wsxSz8RP3aw==}
     dependencies:
@@ -11993,7 +12286,7 @@ packages:
       read-package-json: 6.0.4
       resolve-from: 5.0.0
       rimraf: 4.4.1
-      semver: 7.7.2
+      semver: 7.7.4
       signal-exit: 3.0.7
       slash: 3.0.0
       ssri: 9.0.1
@@ -12213,8 +12506,8 @@ packages:
       https-proxy-agent: 7.0.6(supports-color@10.2.2)
       node-fetch: 2.7.0
       nopt: 8.1.0
-      semver: 7.7.2
-      tar: 7.5.1
+      semver: 7.7.4
+      tar: 7.5.7
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -12349,6 +12642,112 @@ packages:
       - supports-color
     dev: false
 
+  /@napi-rs/canvas-android-arm64@0.1.80:
+    resolution: {integrity: sha512-sk7xhN/MoXeuExlggf91pNziBxLPVUqF2CAVnB57KLG/pz7+U5TKG8eXdc3pm0d7Od0WreB6ZKLj37sX9muGOQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [android]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-darwin-arm64@0.1.80:
+    resolution: {integrity: sha512-O64APRTXRUiAz0P8gErkfEr3lipLJgM6pjATwavZ22ebhjYl/SUbpgM0xcWPQBNMP1n29afAC/Us5PX1vg+JNQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [darwin]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-darwin-x64@0.1.80:
+    resolution: {integrity: sha512-FqqSU7qFce0Cp3pwnTjVkKjjOtxMqRe6lmINxpIZYaZNnVI0H5FtsaraZJ36SiTHNjZlUB69/HhxNDT1Aaa9vA==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [darwin]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-arm-gnueabihf@0.1.80:
+    resolution: {integrity: sha512-eyWz0ddBDQc7/JbAtY4OtZ5SpK8tR4JsCYEZjCE3dI8pqoWUC8oMwYSBGCYfsx2w47cQgQCgMVRVTFiiO38hHQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm]
+    os: [linux]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-arm64-gnu@0.1.80:
+    resolution: {integrity: sha512-qwA63t8A86bnxhuA/GwOkK3jvb+XTQaTiVML0vAWoHyoZYTjNs7BzoOONDgTnNtr8/yHrq64XXzUoLqDzU+Uuw==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-arm64-musl@0.1.80:
+    resolution: {integrity: sha512-1XbCOz/ymhj24lFaIXtWnwv/6eFHXDrjP0jYkc6iHQ9q8oXKzUX1Lc6bu+wuGiLhGh2GS/2JlfORC5ZcXimRcg==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-riscv64-gnu@0.1.80:
+    resolution: {integrity: sha512-XTzR125w5ZMs0lJcxRlS1K3P5RaZ9RmUsPtd1uGt+EfDyYMu4c6SEROYsxyatbbu/2+lPe7MPHOO/0a0x7L/gw==}
+    engines: {node: '>= 10'}
+    cpu: [riscv64]
+    os: [linux]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-x64-gnu@0.1.80:
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+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas-linux-x64-musl@0.1.80:
+    resolution: {integrity: sha512-x0XvZWdHbkgdgucJsRxprX/4o4sEed7qo9rCQA9ugiS9qE2QvP0RIiEugtZhfLH3cyI+jIRFJHV4Fuz+1BHHMg==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
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+
+  /@napi-rs/canvas-win32-x64-msvc@0.1.80:
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+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [win32]
+    requiresBuild: true
+    dev: false
+    optional: true
+
+  /@napi-rs/canvas@0.1.80:
+    resolution: {integrity: sha512-DxuT1ClnIPts1kQx8FBmkk4BQDTfI5kIzywAaMjQSXfNnra5UFU9PwurXrl+Je3bJ6BGsp/zmshVVFbCmyI+ww==}
+    engines: {node: '>= 10'}
+    optionalDependencies:
+      '@napi-rs/canvas-android-arm64': 0.1.80
+      '@napi-rs/canvas-darwin-arm64': 0.1.80
+      '@napi-rs/canvas-darwin-x64': 0.1.80
+      '@napi-rs/canvas-linux-arm-gnueabihf': 0.1.80
+      '@napi-rs/canvas-linux-arm64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-arm64-musl': 0.1.80
+      '@napi-rs/canvas-linux-riscv64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-x64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-x64-musl': 0.1.80
+      '@napi-rs/canvas-win32-x64-msvc': 0.1.80
+    dev: false
+
   /@napi-rs/nice-android-arm-eabi@1.0.4:
     resolution: {integrity: sha512-OZFMYUkih4g6HCKTjqJHhMUlgvPiDuSLZPbPBWHLjKmFTv74COzRlq/gwHtmEVaR39mJQ6ZyttDl2HNMUbLVoA==}
     engines: {node: '>= 10'}
@@ -12531,7 +12930,7 @@ packages:
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     dependencies:
       '@emnapi/core': 1.4.5
-      '@emnapi/runtime': 1.4.5
+      '@emnapi/runtime': 1.11.1
       '@tybys/wasm-util': 0.9.0
     dev: true
 
@@ -12737,7 +13136,7 @@ packages:
       find-up: 7.0.0
       minimatch: 9.0.5
       read-pkg: 9.0.1
-      semver: 7.7.2
+      semver: 7.7.4
       yaml: 2.8.1
       yargs: 17.7.2
     dev: true
@@ -12770,7 +13169,7 @@ packages:
       ansis: 4.1.0
       clean-stack: 5.3.0
       execa: 8.0.1
-      fdir: 6.4.6
+      fdir: 6.5.0(picomatch@4.0.3)
       figures: 6.1.0
       filter-obj: 6.1.0
       hot-shots: 11.1.0
@@ -12795,7 +13194,7 @@ packages:
       resolve: 2.0.0-next.5
       rfdc: 1.4.1
       safe-json-stringify: 1.2.0
-      semver: 7.7.2
+      semver: 7.7.4
       string-width: 7.2.0
       supports-color: 10.2.2
       terminal-link: 4.0.0
@@ -12874,7 +13273,7 @@ packages:
       image-size: 2.0.2
       js-image-generator: 1.0.4
       parse-gitignore: 2.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       tmp-promise: 3.0.3
       uuid: 11.1.0
       write-file-atomic: 5.0.1
@@ -12895,7 +13294,7 @@ packages:
       image-size: 2.0.2
       js-image-generator: 1.0.4
       parse-gitignore: 2.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       tmp-promise: 3.0.3
       uuid: 11.1.0
       write-file-atomic: 5.0.1
@@ -12920,8 +13319,8 @@ packages:
       p-wait-for: 5.0.2
       parse-imports: 2.2.1
       path-key: 4.0.0
-      semver: 7.7.2
-      tar: 7.5.1
+      semver: 7.7.4
+      tar: 7.5.7
       tmp-promise: 3.0.3
       urlpattern-polyfill: 8.0.2
       uuid: 11.1.0
@@ -13190,7 +13589,7 @@ packages:
       precinct: 12.2.0(supports-color@10.2.2)
       require-package-name: 2.0.1
       resolve: 2.0.0-next.5
-      semver: 7.7.2
+      semver: 7.7.4
       tmp-promise: 3.0.3
       toml: 3.0.0
       unixify: 1.0.0
@@ -13323,14 +13722,14 @@ packages:
     engines: {node: ^12.13.0 || ^14.15.0 || >=16.0.0}
     dependencies:
       '@gar/promisify': 1.1.3
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /@npmcli/fs@3.1.1:
     resolution: {integrity: sha512-q9CRWjpHCMIh5sVyefoD1cA7PkvILqCZsnSOEUUivORLjxCO/Irmue2DprETiNgEqktDBZaM1Bi+jrarx1XdCg==}
     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
     dependencies:
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /@npmcli/git@4.1.0:
@@ -13343,7 +13742,7 @@ packages:
       proc-log: 3.0.0
       promise-inflight: 1.0.1
       promise-retry: 2.0.1
-      semver: 7.7.2
+      semver: 7.7.4
       which: 3.0.1
     transitivePeerDependencies:
       - bluebird
@@ -13438,7 +13837,7 @@ packages:
       perfect-debounce: 2.0.0
       pkg-types: 2.3.0
       scule: 1.3.0
-      semver: 7.7.2
+      semver: 7.7.4
       srvx: 0.8.15
       std-env: 3.9.0
       tinyexec: 1.0.1
@@ -13476,7 +13875,7 @@ packages:
       pathe: 2.0.3
       pkg-types: 2.3.0
       prompts: 2.4.2
-      semver: 7.7.2
+      semver: 7.7.4
     dev: false
 
   /@nuxt/devtools@2.6.5(vite@7.2.7)(vue@3.5.22):
@@ -13508,7 +13907,7 @@ packages:
       pathe: 2.0.3
       perfect-debounce: 1.0.0
       pkg-types: 2.3.0
-      semver: 7.7.2
+      semver: 7.7.4
       simple-git: 3.28.0
       sirv: 3.0.2
       structured-clone-es: 1.0.0
@@ -13982,7 +14381,7 @@ packages:
       '@nuxt/kit': 3.19.3(magicast@0.3.5)
       pathe: 1.1.2
       pkg-types: 1.3.1
-      semver: 7.7.2
+      semver: 7.7.4
     transitivePeerDependencies:
       - magicast
     dev: false
@@ -14012,7 +14411,7 @@ packages:
       ignore: 5.3.2
       minimatch: 9.0.3
       nx: 20.4.6(@swc-node/register@1.9.2)(@swc/core@1.5.29)
-      semver: 7.7.2
+      semver: 7.7.4
       tmp: 0.2.5
       tslib: 2.8.1
       yargs-parser: 21.1.1
@@ -14028,7 +14427,7 @@ packages:
       ignore: 5.3.2
       minimatch: 9.0.3
       nx: 20.8.2(@swc-node/register@1.9.2)(@swc/core@1.5.29)
-      semver: 7.7.2
+      semver: 7.7.4
       tmp: 0.2.5
       tslib: 2.8.1
       yargs-parser: 21.1.1
@@ -14521,7 +14920,7 @@ packages:
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       tsconfig-paths: 4.2.0
       vite: 7.2.7(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
-      vitest: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+      vitest: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
     transitivePeerDependencies:
       - '@babel/traverse'
       - '@swc-node/register'
@@ -15168,6 +15567,145 @@ packages:
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     dev: true
 
+  /@openuidev/cli@0.2.7(@types/node@24.6.2):
+    resolution: {integrity: sha512-vRKnOWluR8c/1hHL2Y6+P+ZjHMY232v184GGhqqKoCB8fVzCTN6I2QblRn800tEgNQIHtnHF3S6oBATmw5CxhA==}
+    hasBin: true
+    dependencies:
+      '@inquirer/core': 11.2.1(@types/node@24.6.2)
+      '@inquirer/prompts': 8.5.2(@types/node@24.6.2)
+      commander: 14.0.3
+      cross-spawn: 7.0.6
+      esbuild: 0.25.10
+      get-port: 7.2.0
+      open: 10.2.0
+      openid-client: 6.8.5
+      posthog-node: 5.49.1
+    transitivePeerDependencies:
+      - '@types/node'
+      - rxjs
+    dev: true
+
+  /@openuidev/devtools@0.0.4(@openuidev/observability@0.0.2)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-DVf5Bu6gpKEfAnETyl/ZOQMyZCi1vapGohNSxaIyZ03jVZ+e5F9fkQJp+5T1ryg0v3vYi3AC0B4NRwEuCbZmmQ==}
+    peerDependencies:
+      '@openuidev/observability': ^0.0.2
+      react: ^18.3.1 || ^19.0.0
+      react-dom: ^18.0.0 || ^19.0.0
+    dependencies:
+      '@openuidev/observability': 0.0.2
+      lucide-react: 0.575.0(react@19.2.3)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
+  /@openuidev/lang-core@0.2.12(zod@4.3.5):
+    resolution: {integrity: sha512-G2cYAUVkh2t7zBjqUYAfKdNLNpA5FwFfqSH0TRP6/SsTCzyxbP92Gih57zsWkYRC8zP4RV/bivIvP1ZAzQhhew==}
+    requiresBuild: true
+    peerDependencies:
+      '@modelcontextprotocol/sdk': '>=1.0.0'
+      zod: ^3.25.0 || ^4.0.0
+    peerDependenciesMeta:
+      '@modelcontextprotocol/sdk':
+        optional: true
+    dependencies:
+      ci-info: 4.4.0
+      zod: 4.3.5
+    dev: false
+
+  /@openuidev/observability@0.0.2:
+    resolution: {integrity: sha512-uNtO4VGGwcL8Lg1L+9a8JCpee0dOm0djIjItxtGpUPkZNUwzpMQX6mQ4YCtA9Hho4VuqZgHBo1ON8FjsLbNMHg==}
+    dev: false
+
+  /@openuidev/react-headless@0.9.8(ai@6.0.3)(react@19.2.3)(zustand@4.5.7):
+    resolution: {integrity: sha512-XPJkQEERLzDv3fhll3fIhwiklMzWhtiTZXtDFRGtEXUkLTqL9saZf3K7e6TjRtxsnvDTdT9ynUhF3cdsL/dCCA==}
+    peerDependencies:
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+      react: ^18.3.1 || ^19.0.0
+      zustand: ^4.5.5
+    peerDependenciesMeta:
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+        optional: true
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+      react: 19.2.3
+      zustand: 4.5.7(@types/react@19.2.7)(react@19.2.3)
+    dev: false
+
+  /@openuidev/react-lang@0.2.11(react-dom@19.2.3)(react@19.2.3)(zod@4.3.5):
+    resolution: {integrity: sha512-RXyRmFLxRBQ/pNnCq4CYFLl/1SnUvv3O5cnyTaaG6RqtXQ/CLmRiooqCtNY8xqi/cDVt3HJTgrfQOCN2ZhAQbg==}
+    peerDependencies:
+      '@modelcontextprotocol/sdk': '>=1.0.0'
+      react: '*'
+      react-dom: '*'
+      zod: ^3.25.0 || ^4.0.0
+    peerDependenciesMeta:
+      '@modelcontextprotocol/sdk':
+        optional: true
+      react-dom:
+        optional: true
+    dependencies:
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+      '@openuidev/lang-core': 0.2.12(zod@4.3.5)
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+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+      zod: 4.3.5
+    dev: false
+
+  /@openuidev/react-ui@0.13.6(@openuidev/react-headless@0.9.8)(@openuidev/react-lang@0.2.11)(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)(zod@4.3.5)(zustand@4.5.7):
+    resolution: {integrity: sha512-GBdc1HKHLxb65nCNugWotcCGNZl5/joydjORseFrWbml4YStPHKhLdXDC72nwyOMsnhuLUqzLhUOlMnBpUkGNg==}
+    peerDependencies:
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+      '@openuidev/react-lang': ^0.2.11
+      react: ^18.3.1 || ^19.0.0
+      react-dom: ^18.0.0 || ^19.0.0
+      zod: ^3.25.0 || ^4.0.0
+      zustand: ^4.5.5
+    dependencies:
+      '@floating-ui/react-dom': 2.1.6(react-dom@19.2.3)(react@19.2.3)
+      '@openuidev/react-headless': 0.9.8(ai@6.0.3)(react@19.2.3)(zustand@4.5.7)
+      '@openuidev/react-lang': 0.2.11(react-dom@19.2.3)(react@19.2.3)(zod@4.3.5)
+      '@radix-ui/react-accordion': 1.2.20(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-aspect-ratio': 1.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-checkbox': 1.3.11(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-dialog': 1.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-dropdown-menu': 2.1.16(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-label': 2.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-radio-group': 1.4.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-select': 2.2.6(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-separator': 1.1.8(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-slider': 1.4.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-slot': 1.2.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-switch': 1.3.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-tabs': 1.1.13(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-toggle-group': 1.1.19(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-tooltip': 1.2.8(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      clsx: 2.1.1
+      date-fns: 4.4.0
+      lodash-es: 4.17.21
+      lucide-react: 0.562.0(react@19.2.3)
+      react: 19.2.3
+      react-day-picker: 9.14.0(react@19.2.3)
+      react-dom: 19.2.3(react@19.2.3)
+      react-markdown: 10.1.0(@types/react@19.2.7)(react@19.2.3)
+      react-syntax-highlighter: 16.1.1(react@19.2.3)
+      recharts: 2.15.4(react-dom@19.2.3)(react@19.2.3)
+      rehype-katex: 7.0.1
+      remark-breaks: 4.0.0
+      remark-emoji: 5.0.2
+      remark-gfm: 4.0.1
+      remark-math: 6.0.0
+      tiny-invariant: 1.3.3
+      zod: 4.3.5
+      zustand: 4.5.7(@types/react@19.2.7)(react@19.2.3)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+      - supports-color
+    dev: false
+
   /@oxc-minify/binding-android-arm64@0.94.0:
     resolution: {integrity: sha512-7VEBFFFAi4cYqlW/ziVs5XmNM/0IqAp7duBuTM/zus/EOc3Q2zhS9ApJo0zIwbRUZMlIm1RHe8Hths//xE7K1A==}
     engines: {node: ^20.19.0 || >=22.12.0}
@@ -15446,8 +15984,8 @@ packages:
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     optional: true
 
-  /@oxc-project/types@0.142.0:
-    resolution: {integrity: sha512-7W+2q5AKQVU36fkaryontrHn3YDt1RyUYXatw9i5H8ocYe2sPKSFB6eS8WNPeRKiN1qAWWZUPm7gwFzJGrccqQ==}
+  /@oxc-project/types@0.144.0:
+    resolution: {integrity: sha512-nuhZIOLuI6TFQ32I/WnUx+SCPY7SdSKwgnFHydAuoS1+Z4BRcaP+RRJmGzl9lw+0OFF7UmaESf7KQRXaNLHypg==}
     dev: true
 
   /@oxc-project/types@0.94.0:
@@ -15843,6 +16381,16 @@ packages:
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+  /@posthog/core@1.48.1:
+    resolution: {integrity: sha512-mxw31XdYgt/SnlwqLPAcltK67q+QmsiYjVLGQ4GbBc8OJ7O4yRFSDwAXt8QsokHokeyEZtTRWM6jDHL7LYMx1A==}
+    dependencies:
+      '@posthog/types': 1.404.1
+    dev: true
+
+  /@posthog/types@1.404.1:
+    resolution: {integrity: sha512-i2Gei6ARfOSBeTN4s2yUP1p97s2UNI+1NWmtLjhnR/V6t3RFOfI1sBWKcJNWHjtoOCCWoAFU+PNPY6SgT2VtEQ==}
+    dev: true
+
   /@protobuf-ts/protoc@2.11.1:
     resolution: {integrity: sha512-mUZJaV0daGO6HUX90o/atzQ6A7bbN2RSuHtdwo8SSF2Qoe3zHwa4IHyCN1evftTeHfLmdz+45qo47sL+5P8nyg==}
     hasBin: true
@@ -15921,9 +16469,45 @@ packages:
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+  /@radix-ui/number@1.1.3:
+    resolution: {integrity: sha512-Road2bidD0uu/1BGDOWNdPI06g0lIRy6IF9GZcIrDK2KGItfor8IQwQa+yM2ERgHM1MmHxaxpTzk0/Jp42lNfA==}
+    dev: false
+
   /@radix-ui/primitive@1.1.3:
     resolution: {integrity: sha512-JTF99U/6XIjCBo0wqkU5sK10glYe27MRRsfwoiq5zzOEZLHU3A3KCMa5X/azekYRCJ0HlwI0crAXS/5dEHTzDg==}
 
+  /@radix-ui/primitive@1.1.7:
+    resolution: {integrity: sha512-rqWnm76nYT8HoNNqEjpgJ7Pw/DrBj5iBTrmEPo6HTX5+VJyBNOqTdv4g89G63HuR5g0AaENoAcH7Is5fF2kZ8Q==}
+    dev: false
+
+  /@radix-ui/react-accordion@1.2.20(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+    peerDependencies:
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+      '@radix-ui/react-direction': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-id': 1.1.4(@types/react@19.2.7)(react@19.2.3)
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+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
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+      '@types/react-dom': '*'
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+    peerDependenciesMeta:
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+      '@types/react': 19.2.7
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     dev: false
 
+  /@radix-ui/react-checkbox@1.3.11(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+        optional: true
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+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
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+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
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+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
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+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
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+      '@radix-ui/react-id': 1.1.4(@types/react@19.2.7)(react@19.2.3)
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+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
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+    peerDependencies:
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+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
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+    dependencies:
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+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-slot': 1.3.3(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
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+    dev: false
+
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       react: 19.2.3
 
+  /@radix-ui/react-compose-refs@1.1.5(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-+48PbAAbq3didjJxa+OaWY2ZwgAKsNiRGyeHKszblZMQ+kcpd9pAaT11cMkGEie0vsOi3QdeTE6d5Fe3Gn61kA==}
+    peerDependencies:
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+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
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+    dev: false
+
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     peerDependencies:
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       react: 19.2.3
     dev: false
 
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+    resolution: {integrity: sha512-RHCUGwKHDr0hDGg4X7ma4JG4/+12qxw8rkh5QKdDldlCvtja6nUx1Ef/8HVrJze81lEsgLQlqjzjGNHantgnQA==}
+    peerDependencies:
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+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
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+      '@types/react':
+        optional: true
+    dependencies:
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+    dev: false
+
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     peerDependencies:
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       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-direction@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-5pzg4FGQNpExhnhT2zlrP1wZFaYCd1K0nYWoFAdcYoYK868IEigqMX3B3f8yIoRlAhAeDWciLI6ZdCKHF9P4Vg==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
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       react: 19.2.3
 
+  /@radix-ui/react-id@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-TMQp2llA+RYn7JcjnrMnz7wN4pcVttPZnRZo52PLQsoLVKzNlVwUeHmfePgTgRluXFvlD3GD5g5MOVVTJCO0qA==}
+    peerDependencies:
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+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
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+      '@types/react': 19.2.7
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+    dev: false
+
+  /@radix-ui/react-label@2.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
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+    dependencies:
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+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
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+    dev: false
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       react-dom: 19.2.3(react@19.2.3)
 
+  /@radix-ui/react-presence@1.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+    peerDependencies:
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+      '@types/react-dom': '*'
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+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
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+    dependencies:
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+      '@types/react': 19.2.7
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+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
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       react-dom: 19.2.3(react@19.2.3)
 
+  /@radix-ui/react-primitive@2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+    peerDependencies:
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+      '@types/react-dom': '*'
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+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
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+    dependencies:
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+      '@types/react': 19.2.7
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     dev: false
 
+  /@radix-ui/react-radio-group@1.4.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
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+      '@types/react-dom': '*'
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+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
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+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-direction': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
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+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.7)(react@19.2.3)
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+
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     peerDependencies:
@@ -16949,6 +17770,36 @@ packages:
       react: 19.2.3
       react-dom: 19.2.3(react@19.2.3)
 
+  /@radix-ui/react-roving-focus@1.1.19(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-V9jI6hDjT7l3jsCQD9bLNvDLM3tH/gdbOTp7Tefp3hbbgCGQoK7tUvrWiRlcoBHIZ809ElXwNQwVo0B98LuTXQ==}
+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-collection': 1.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-direction': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-id': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-callback-ref': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-is-hydrated': 0.1.3(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
   /@radix-ui/react-scroll-area@1.2.10(@types/react-dom@19.1.7)(@types/react@19.1.10)(react-dom@19.2.3)(react@19.2.3):
     resolution: {integrity: sha512-tAXIa1g3sM5CGpVT0uIbUx/U3Gs5N8T52IICuCtObaos1S8fzsrPXG5WObkQN3S6NVl6wKgPhAIiBGbWnvc97A==}
     peerDependencies:
@@ -17104,6 +17955,36 @@ packages:
       react-dom: 19.2.3(react@19.2.3)
     dev: false
 
+  /@radix-ui/react-slider@1.4.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-mTSLf1GC/C0moWjTbvCM6Qn/gBjvlFt1azuWF2v7MN5C3Zq2U2J2lN3ZEYkpujuOU5Ro7A28wkviSxaKnG0BYg==}
+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
+      '@radix-ui/number': 1.1.3
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-collection': 1.1.15(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-direction': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-previous': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
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     resolution: {integrity: sha512-aeNmHnBxbi2St0au6VBVC7JXFlhLlOnvIIlePNniyUNAClzmtAUEY8/pBiK3iHjufOlwA+c20/8jngo7xcrg8A==}
     peerDependencies:
@@ -17158,7 +18039,46 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
-  /@radix-ui/react-tabs@1.1.13(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+  /@radix-ui/react-slot@1.3.3(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-qx7oqnYbxnK9kYI9m317qmFmEgo6ywqWvbTogdj7cL9p3/yx4M48p7Rnw5z3H890cL/ow/EeWJsuTykeZVXP5Q==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
+  /@radix-ui/react-switch@1.3.7(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-48tB/4dn2UVLBCYhTu9AuR63IHl73l/qLbLgxd86noTUor4/K4LFDAcYjK+isP5313qxaFpjPVogE7+Y0/V3Kw==}
+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
+  /@radix-ui/react-tabs@1.1.13(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
     resolution: {integrity: sha512-7xdcatg7/U+7+Udyoj2zodtI9H/IIopqo+YOIcZOq1nJwXWBZ9p8xiu5llXlekDbZkca79a/fozEYQXIA4sW6A==}
     peerDependencies:
       '@types/react': '*'
@@ -17180,9 +18100,57 @@ packages:
       '@radix-ui/react-roving-focus': 1.1.11(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
       '@radix-ui/react-use-controllable-state': 1.2.2(@types/react@19.2.7)(react@19.2.3)
       '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
       react: 19.2.3
       react-dom: 19.2.3(react@19.2.3)
-    dev: true
+
+  /@radix-ui/react-toggle-group@1.1.19(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-OtnwuSVjd1Ofi+AdnvhsjQdyuhCDwYs1w9RyB5BN/OavXOVQo42SYqQjwUnbPnaiPFBpQ9aX70dWeee+v2oBLA==}
+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-context': 1.2.2(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-direction': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-roving-focus': 1.1.19(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-toggle': 1.1.18(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
+  /@radix-ui/react-toggle@1.1.18(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-7lonPlKfSacd20GlOBx2ltuVKz9oqWYZz+oMQyOltw6t1y2nyftj2ZmwwUHYn49kqfDWcp8dNZm5NgV+5Z+mug==}
+    peerDependencies:
+      '@types/react': '*'
+      '@types/react-dom': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+      react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      '@types/react-dom':
+        optional: true
+    dependencies:
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      '@types/react-dom': 19.2.3(@types/react@19.2.7)
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
 
   /@radix-ui/react-tooltip@1.2.8(@types/react-dom@19.1.7)(@types/react@19.1.10)(react-dom@19.2.3)(react@19.2.3):
     resolution: {integrity: sha512-tY7sVt1yL9ozIxvmbtN5qtmH2krXcBCfjEiCgKGLqunJHvgvZG2Pcl2oQ3kbcZARb1BGEHdkLzcYGO8ynVlieg==}
@@ -17271,6 +18239,19 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-callback-ref@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-R6OUY2e2fA6Yn6s+VSx5KBV6Nx8LQEhu+cz7LCej18rQ1HLyg9PSC9jP/ZNx0o6FAIK9c0F1kHylzSxKsdlkrQ==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-controllable-state@1.2.2(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-BjasUjixPFdS+NKkypcyyN5Pmg83Olst0+c6vGov0diwTEo6mgdqVR6hxcEgFuh4QrAs7Rc+9KuGJ9TVCj0Zzg==}
     peerDependencies:
@@ -17300,6 +18281,22 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-controllable-state@1.2.6(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-uEQJGT97ZA/TgP/Hydw47lHu+/vQj6z/0jA+WeTbK1o9Rx45GImjpD0tc3W5ad3D6XTSR6e1yEO0FvGq6WQfVQ==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@radix-ui/primitive': 1.1.7
+      '@radix-ui/react-use-effect-event': 0.0.5(@types/react@19.2.7)(react@19.2.3)
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-effect-event@0.0.2(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-Qp8WbZOBe+blgpuUT+lw2xheLP8q0oatc9UpmiemEICxGvFLYmHm9QowVZGHtJlGbS6A6yJ3iViad/2cVjnOiA==}
     peerDependencies:
@@ -17327,6 +18324,20 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-effect-event@0.0.5(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-7cshFL8HGS/7HEiHH+9kL9HBwp2sa9yX18Knwek6KYWmXwM7pegMgta2AXMQKI+rq3JnfSj9x8wYqFMTdG1Jgg==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-escape-keydown@1.1.1(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-Il0+boE7w/XebUHyBjroE+DbByORGR9KKmITzbR7MyQ4akpORYP/ZmbhAr0DG7RmmBqoOnZdy2QlvajJ2QA59g==}
     peerDependencies:
@@ -17382,6 +18393,19 @@ packages:
       use-sync-external-store: 1.5.0(react@19.2.3)
     dev: false
 
+  /@radix-ui/react-use-is-hydrated@0.1.3(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-umO/aJ+82CpOnhDZUTbILCQf7kU/g0iv+oGs/Q8jw7IkhWBzaEP4sA268PhFAJTFetbwp3ICc6ktpI4TqtxcIw==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-layout-effect@1.1.1(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-RbJRS4UWQFkzHTTwVymMTUv8EqYhOp8dOOviLj2ugtTiXRaRQS7GLGxZTLL1jWhMeoSCf5zmcZkqTl9IiYfXcQ==}
     peerDependencies:
@@ -17407,6 +18431,19 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-layout-effect@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-K20DkRkUwDnxEYMBPcg3Y6voLkEy5p5QQmszZgLngKKiC7dzBR/aEuK3w1qlx2JWDUNH6FluahYdgR3BP+QbYw==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-previous@1.1.1(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-2dHfToCj/pzca2Ck724OZ5L0EVrr3eHRNsG/b3xQJLA2hZpVCS99bLAX+hm1IHXDEnzU6by5z/5MIY794/a8NQ==}
     peerDependencies:
@@ -17432,6 +18469,19 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-previous@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-XoSLhbRbqxFtgJoi2fNHA3C6pDlY34x508vUpUGoFZfvePfHXHbE1lC4FYFMnJWgiCRroSTw6fOsXQoVS9RwZg==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-use-rect@1.1.1(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-QTYuDesS0VtuHNNvMh+CjlKJ4LJickCMUAqjlE3+j8w+RlRpwyX3apEQKGFzbZGdo7XNG1tXa+bQqIE7HIXT2w==}
     peerDependencies:
@@ -17486,6 +18536,20 @@ packages:
       '@types/react': 19.2.7
       react: 19.2.3
 
+  /@radix-ui/react-use-size@1.1.4(@types/react@19.2.7)(react@19.2.3):
+    resolution: {integrity: sha512-D3anSY15EJoxrihpsXI6SMrmmonnQtR2ni7arO+Lfdg3O95b9hNXxONk8jA5C8ANdF/h5HMAxejgs8PWJ6rlhw==}
+    peerDependencies:
+      '@types/react': '*'
+      react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+    dependencies:
+      '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.7)(react@19.2.3)
+      '@types/react': 19.2.7
+      react: 19.2.3
+    dev: false
+
   /@radix-ui/react-visually-hidden@1.2.3(@types/react-dom@19.1.7)(@types/react@19.1.10)(react-dom@19.2.3)(react@19.2.3):
     resolution: {integrity: sha512-pzJq12tEaaIhqjbzpCuv/OypJY/BPavOofm+dbab+MHLajy277+1lLm6JFcGgF5eskJ6mquGirhXY2GD/8u8Ug==}
     peerDependencies:
@@ -17659,8 +18723,8 @@ packages:
   /@repeaterjs/repeater@3.0.6:
     resolution: {integrity: sha512-Javneu5lsuhwNCryN+pXH93VPQ8g0dBX7wItHFgYiwQmzE1sVdg5tWHiOgHywzL2W21XQopa7IwIEnNbmeUJYA==}
 
-  /@rolldown/binding-android-arm64@1.2.2:
-    resolution: {integrity: sha512-l7x215OGvo1s52JWmR8U/DAVzEDWBCIbTm28aeJV/WDTSHgcKXaZTuBT0hJMs5NggilfJTW3clZVvd24yfKJxA==}
+  /@rolldown/binding-android-arm64@1.2.4:
+    resolution: {integrity: sha512-jHC2cnyKz5xU2fhECtFl8OZ83cYNt13GZQD+0uMJ/X3o+ijmd56okHhTUwxVSHPx1IRVIJEZ1/1pPzeLCU6XKA==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [android]
@@ -17668,8 +18732,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-darwin-arm64@1.2.2:
-    resolution: {integrity: sha512-9u9Xv6c1AJZT0FfwH5vrMG5Jjcwhc1MlyrPu0XfTqkzsmqfks2M6W/o5XwAJgVVN/jHpqqngC1WevHKKTIUtIA==}
+  /@rolldown/binding-darwin-arm64@1.2.4:
+    resolution: {integrity: sha512-Dc5mPD8F5F/FS8i01syd7FTF6yB2fVthH/TRkjwJkzUK6EpoxHtqvZQP5Zwq80/5z19TWYHIg1KOHboCgVx/aQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [darwin]
@@ -17677,8 +18741,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-darwin-x64@1.2.2:
-    resolution: {integrity: sha512-9W1mbGZAfW3oqd85bhBkmpyHCCzL1TeG/zFFP3vg7b0rlly8cxOcre5nXwz+LHazCwac2MNWgPdPCHndABjpWQ==}
+  /@rolldown/binding-darwin-x64@1.2.4:
+    resolution: {integrity: sha512-fpDm4oBo6SqLvWUYCmFhdde3U9KH2fRNNMeAnAPAIwxRL345xutL0EtEUcuoxsoazdJGv/MuDBQHlCDrtbvqOg==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [x64]
     os: [darwin]
@@ -17686,8 +18750,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-freebsd-x64@1.2.2:
-    resolution: {integrity: sha512-0p1lhiCSCyaerFwtrdZQUx7NqGk6LQnaRKWX7tFQqwQgvX0rjM15cIkm3pax1UpEakK14C4mOxx/jSqCBdBRqQ==}
+  /@rolldown/binding-freebsd-x64@1.2.4:
+    resolution: {integrity: sha512-rSJoreDE/HoIzoaib6MTp5jQtCTdMHKIvItAKT/ImS6Y6Ww76oUaeMyp4Vc/fAgd/ehji068IxetHXAnqUwN9A==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [x64]
     os: [freebsd]
@@ -17695,8 +18759,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-arm-gnueabihf@1.2.2:
-    resolution: {integrity: sha512-e+cOJXrJ2L3zx6YzqPg+f6Wbk3V1cKB8bOhbaYdVYN3DdquzNdRAmrbETz1qnt5yp/c7JNlNjmITiA2cVneQ7w==}
+  /@rolldown/binding-linux-arm-gnueabihf@1.2.4:
+    resolution: {integrity: sha512-/jm8OGHgn7oGaJu3i/qZI9spUGcJ+y/lk43ttQ/iO1tOd9NissG6o97bighBCiL+BKRngmcDuR6ikfwYdJmVuQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm]
     os: [linux]
@@ -17704,8 +18768,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-arm64-gnu@1.2.2:
-    resolution: {integrity: sha512-JsSMsj6sNat/MuhG5fnBD7QgbtpHKVe30x5/bAVirDHdhoQRXJkF6xc0Jqk8O4fiCUQAzMOoH9wZi3m60c8wtg==}
+  /@rolldown/binding-linux-arm64-gnu@1.2.4:
+    resolution: {integrity: sha512-tIP06BeD9EqvECBrPZ+sqdPlYrT+aYaAiu1wYziVx5elRK/ftm33JxVDy2bXGbr6J0CrtirCkR87/X5a2euEng==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [linux]
@@ -17713,8 +18777,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-arm64-musl@1.2.2:
-    resolution: {integrity: sha512-B5G/zJdHaoJn9vD50eGHWkiWfmq8Uhi3IiLPJTzmZTrAalk1bztUikSXo0qga18ibE0IXboyeMUnhPjhAJ45wQ==}
+  /@rolldown/binding-linux-arm64-musl@1.2.4:
+    resolution: {integrity: sha512-Ql1Q0EQqVThvn9VAVlwNzsUvbSFtCMGjLpRRi4pk5i7NZZ4n5ISiLMjHYtus4VQ2PvkSw24zyaCVsiS+sXPj1w==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [linux]
@@ -17722,8 +18786,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-ppc64-gnu@1.2.2:
-    resolution: {integrity: sha512-6mC/awzKka8W6EoekjegpfGkjz8jXWDX63pqu/HYVpyKtZfu65Jsh4QAH3Kej3CAv/c1oGX7psTmFEbr0mDxLA==}
+  /@rolldown/binding-linux-ppc64-gnu@1.2.4:
+    resolution: {integrity: sha512-GjbjXD4XXfN19D0LZNbmiCBUoDiRACsYHr0yaIbbn8aFsXjHZifcYqu/W5Er5X2X990WjHXFrxarn5chzItorQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [ppc64]
     os: [linux]
@@ -17731,8 +18795,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-s390x-gnu@1.2.2:
-    resolution: {integrity: sha512-412MX9fJLdA1IK28EZnc8jYv2HRTleOZgfLQumJ5zy7OeJLZlg/CETwFaXjNmGVxG51cFHpKLqb5LKvBC+HsHA==}
+  /@rolldown/binding-linux-s390x-gnu@1.2.4:
+    resolution: {integrity: sha512-p5WR0NOwaRmJ/B1b6IjEFLLivwEsf3PrdBIhRbhTCQisbo2SvHHpG4ELB/+FgQNnB88LTOF86upmJmbvZdQ2lw==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [s390x]
     os: [linux]
@@ -17740,8 +18804,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-x64-gnu@1.2.2:
-    resolution: {integrity: sha512-Q/+HI/ToJafZ1iCqGgVQXUEkIjufHCTF0gBQ2a5o3cg7GJ2h0qyq3nvvSmU+bGda2/7ygXpTY4TM6gO9OhQ0ZA==}
+  /@rolldown/binding-linux-x64-gnu@1.2.4:
+    resolution: {integrity: sha512-4/GyVjmhR+Tc6HLJvwc1sOhPqAZtySiSMesOZyX6JQ5XBxoTDEMKQzvo07NIK6nTon/SivlZqvhzvuVBNQhObQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [x64]
     os: [linux]
@@ -17749,8 +18813,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-linux-x64-musl@1.2.2:
-    resolution: {integrity: sha512-ZKp/w41n6wCvxzxQHtQSbuphfX3Y4cCvbjkKHusrLx4lh+JWLTU7StSltO/DKARISzbj368d+qUaCjI8K2wzXw==}
+  /@rolldown/binding-linux-x64-musl@1.2.4:
+    resolution: {integrity: sha512-l9eeLsCNvPpmSXUej0etw/J1eqV0Jj1D5G/xG6YTijmE6dkv6E2QezgWbTfQk63v952DPqrjOCoiqxq7Bw0YUQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [x64]
     os: [linux]
@@ -17758,8 +18822,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-openharmony-arm64@1.2.2:
-    resolution: {integrity: sha512-pxE6xD4KS3eAROkKK5yrhB9/3+vhlhVGMvlQLbdpzrBGDbKrnzx3RLwPaHvasLo6jgaiBLn7e04Df9C4tYhjmA==}
+  /@rolldown/binding-openharmony-arm64@1.2.4:
+    resolution: {integrity: sha512-e0F355MSTMm3+UOqtV3L24gFUp2N5m1f8L/7d56deik6va+AXdrt9F8LbzGpeWGWRbZEDq4m8NVnJDeBtf9DZg==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [openharmony]
@@ -17767,8 +18831,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-win32-arm64-msvc@1.2.2:
-    resolution: {integrity: sha512-4MqEue5re+xIZzAWsB8sj0P1kqZySWqIuN4t6QaIO/YA6SFwySOLruvWQFzfmqk8LBK2P30KCSJwf6mJCZZ5/A==}
+  /@rolldown/binding-win32-arm64-msvc@1.2.4:
+    resolution: {integrity: sha512-AWLi0uBRYh6QlE7OKhiz+phZC0qwtij2QZmhmOdsLdFn64m7oMpooE9ICE3lhm9xMb4SpDo2WbHcxX1iFLFtqw==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [arm64]
     os: [win32]
@@ -17776,8 +18840,8 @@ packages:
     dev: true
     optional: true
 
-  /@rolldown/binding-win32-x64-msvc@1.2.2:
-    resolution: {integrity: sha512-NweNxxD0Nf9t8v7kodun45Ijp3EIwYY+uydPP6qBEYvfBqhIjN6dZMzlQja3tqX/aLs3F3Uz+AxDpKgRhpOZQg==}
+  /@rolldown/binding-win32-x64-msvc@1.2.4:
+    resolution: {integrity: sha512-UwSDJOg3dqCAejWdxclJjCsh3Qq4vLYMDxmyHqo1btz3stK2VqgwNd3mm5tuIwzSlGIQ/1H9Hr+Zn09mrezNqQ==}
     engines: {node: ^20.19.0 || >=22.12.0}
     cpu: [x64]
     os: [win32]
@@ -18359,7 +19423,6 @@ packages:
   /@sindresorhus/is@4.6.0:
     resolution: {integrity: sha512-t09vSN3MdfsyCHoFcTRCH/iUtG7OJ0CsjzB8cjAmKc/va/kIgeDI/TxsigdncE/4be734m0cvIYwNaV4i2XqAw==}
     engines: {node: '>=10'}
-    dev: true
 
   /@sindresorhus/is@5.6.0:
     resolution: {integrity: sha512-TV7t8GKYaJWsn00tFDqBw8+Uqmr8A0fRU1tvTQhyZzGv0sJCGRQL3JGMI3ucuKo3XIZdUP+Lx7/gh2t3lewy7g==}
@@ -19345,6 +20408,11 @@ packages:
       defer-to-connect: 2.0.1
     dev: true
 
+  /@tabby_ai/hijri-converter@1.0.5:
+    resolution: {integrity: sha512-r5bClKrcIusDoo049dSL8CawnHR6mRdDwhlQuIgZRNty68q0x8k3Lf1BtPAMxRf/GgnHBnIO4ujd3+GQdLWzxQ==}
+    engines: {node: '>=16.0.0'}
+    dev: false
+
   /@tailwindcss/node@4.1.11:
     resolution: {integrity: sha512-yzhzuGRmv5QyU9qLNg4GTlYI6STedBWRE7NjxP45CsFYYq9taI0zJXZBMqIC/c8fViNLhmrbpSFS57EoxUmD6Q==}
     dependencies:
@@ -19612,7 +20680,7 @@ packages:
     requiresBuild: true
     dependencies:
       detect-libc: 2.1.1
-      tar: 7.5.1
+      tar: 7.5.7
     optionalDependencies:
       '@tailwindcss/oxide-android-arm64': 4.1.14
       '@tailwindcss/oxide-darwin-arm64': 4.1.14
@@ -20845,6 +21913,10 @@ packages:
       pino: 9.9.0
     dev: true
 
+  /@types/prismjs@1.26.6:
+    resolution: {integrity: sha512-vqlvI7qlMvcCBbVe0AKAb4f97//Hy0EBTaiW8AalRnG/xAN5zOiWWyrNqNXeq8+KAuvRewjCVY1+IPxk4RdNYw==}
+    dev: false
+
   /@types/prop-types@15.7.15:
     resolution: {integrity: sha512-F6bEyamV9jKGAFBEmlQnesRPGOQqS2+Uwi0Em15xenOxHaf2hv6L8YCVn3rPdPJOiJfPiCnLIRyvwVaqMY3MIw==}
     dev: false
@@ -21162,7 +22234,7 @@ packages:
       fast-glob: 3.3.3
       is-glob: 4.0.3
       minimatch: 9.0.5
-      semver: 7.7.2
+      semver: 7.7.4
       ts-api-utils: 2.1.0(typescript@5.9.3)
       typescript: 5.9.3
     transitivePeerDependencies:
@@ -21567,6 +22639,23 @@ packages:
       vite: 7.2.7(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
     dev: true
 
+  /@vitest/mocker@3.2.4(vite@7.2.7):
+    resolution: {integrity: sha512-46ryTE9RZO/rfDd7pEqFl7etuyzekzEhUbTW3BvmeO/BcCMEgq59BKhek3dXDWgAj4oMK6OZi+vRr1wPW6qjEQ==}
+    peerDependencies:
+      msw: ^2.4.9
+      vite: ^5.0.0 || ^6.0.0 || ^7.0.0-0
+    peerDependenciesMeta:
+      msw:
+        optional: true
+      vite:
+        optional: true
+    dependencies:
+      '@vitest/spy': 3.2.4
+      estree-walker: 3.0.3
+      magic-string: 0.30.19
+      vite: 7.2.7(@types/node@24.6.2)
+    dev: true
+
   /@vitest/pretty-format@3.2.4:
     resolution: {integrity: sha512-IVNZik8IVRJRTr9fxlitMKeJeXFFFN0JaB9PHPGQ8NKQbGpfjlTx9zO4RefN8gp7eqjNy8nyK3NZmBzOPeIxtA==}
     dependencies:
@@ -21607,7 +22696,7 @@ packages:
       pathe: 1.1.2
       picocolors: 1.1.1
       sirv: 2.0.4
-      vitest: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6)
+      vitest: 3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)
     dev: true
 
   /@vitest/utils@1.6.1:
@@ -21745,7 +22834,7 @@ packages:
       '@radix-ui/react-collapsible': 1.1.12(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
       '@radix-ui/react-select': 2.2.6(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
       '@radix-ui/react-slot': 1.2.4(@types/react@19.2.7)(react@19.2.3)
-      '@radix-ui/react-tabs': 1.1.13(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
+      '@radix-ui/react-tabs': 1.1.13(@types/react-dom@19.2.3)(@types/react@19.2.7)(react-dom@19.2.3)(react@19.2.3)
       '@tanstack/react-router': 1.131.44(react-dom@19.2.3)(react@19.2.3)
       '@tanstack/react-router-ssr-query': 1.131.44(@tanstack/query-core@5.89.0)(@tanstack/react-query@5.89.0)(@tanstack/react-router@1.131.44)(@tanstack/router-core@1.131.44)(react-dom@19.2.3)(react@19.2.3)
       '@tanstack/react-start': 1.131.44(@tanstack/react-router@1.131.44)(@vitejs/plugin-react@5.1.2)(react-dom@19.2.3)(react@19.2.3)(vite@7.2.7)
@@ -23501,7 +24590,7 @@ packages:
     engines: {node: '>=12'}
     dependencies:
       bin-version: 6.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       semver-truncate: 3.0.0
     dev: true
 
@@ -23744,7 +24833,7 @@ packages:
   /builtins@5.1.0:
     resolution: {integrity: sha512-SW9lzGTLvWTP1AY8xeAMZimqDrIaSdLQUcVr9DMef51niJ022Ri87SwRRKYm4A6iHfkPaiVUu/Duw2Wc4J7kKg==}
     dependencies:
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /bundle-name@4.1.0:
@@ -24053,7 +25142,6 @@ packages:
   /char-regex@1.0.2:
     resolution: {integrity: sha512-kWWXztvZ5SBQV+eRgKFeh8q5sLuZY2+8WUIzlxWVTg+oGwY14qylx1KbKzHd8P6ZYkAg0xyIDU9JMHhyJMZ1jw==}
     engines: {node: '>=10'}
-    dev: true
 
   /character-entities-html4@2.1.0:
     resolution: {integrity: sha512-1v7fgQRj6hnSwFpq1Eu0ynr/CDEw0rXo2B61qXrLNdHZmPKgb7fqS1a2JwF0rISo9q77jDI8VMEHoApn8qDoZA==}
@@ -24082,6 +25170,10 @@ packages:
   /chardet@2.1.0:
     resolution: {integrity: sha512-bNFETTG/pM5ryzQ9Ad0lJOTa6HWD/YsScAR3EnCPZRPlQh77JocYktSHOUHelyhm8IARL+o4c4F1bP5KVOjiRA==}
 
+  /chardet@2.2.0:
+    resolution: {integrity: sha512-rddelWYNPRrXq6PtNEN2S3f6t9ILzvqaN5pVgi4kqt9jHQaXIial9PznB5iSPVlQSLNaaH22ItWz3EJtQ10+OA==}
+    dev: true
+
   /chat@4.14.0:
     resolution: {integrity: sha512-gVod4FBptr4ewPEdY2zo1GnegI8/O0aC5F+IvFMIjimqmQjW0txhQbgI/DgmD48pwXJhxUGpvNrqzMrChx8GWw==}
     dependencies:
@@ -24267,6 +25359,11 @@ packages:
     resolution: {integrity: sha512-l+2bNRMiQgcfILUi33labAZYIWlH1kWDp+ecNo5iisRKrbm0xcRyCww71/YU0Fkw0mAFpz9bJayXPjey6vkmaQ==}
     engines: {node: '>=8'}
 
+  /ci-info@4.4.0:
+    resolution: {integrity: sha512-77PSwercCZU2Fc4sX94eF8k8Pxte6JAwL4/ICZLFjJLqegs7kCuAsqqj/70NQF6TvDpgFjkubQB2FW2ZZddvQg==}
+    engines: {node: '>=8'}
+    dev: false
+
   /citty@0.1.6:
     resolution: {integrity: sha512-tskPPKEs8D2KPafUypv2gxwJP8h/OaJmC82QQGGDQcHvXX43xF2VDACcJVmZ0EuSxkpO9Kc4MlrA3q0+FG58AQ==}
     dependencies:
@@ -24708,7 +25805,6 @@ packages:
   /commander@14.0.3:
     resolution: {integrity: sha512-H+y0Jo/T1RZ9qPP4Eh1pkcQcLRglraJaSLoyOtHxu6AapkjWVCy2Sit1QQ4x3Dng8qDlSsZEet7g5Pq06MvTgw==}
     engines: {node: '>=20'}
-    dev: false
 
   /commander@2.20.3:
     resolution: {integrity: sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==}
@@ -24972,7 +26068,7 @@ packages:
       handlebars: 4.7.8
       json-stringify-safe: 5.0.1
       meow: 8.1.2
-      semver: 7.7.2
+      semver: 7.7.4
       split: 1.0.1
     dev: true
 
@@ -25755,6 +26851,14 @@ packages:
     resolution: {integrity: sha512-68s5jYdlvasItOJnCuI2Q9s4q98g0pCyL3HrcKJu8KNugUl8ahgmZYg38ysLTgQjjXX3H8CJLkAvWrclWfcalw==}
     dev: true
 
+  /date-fns-jalali@4.1.0-0:
+    resolution: {integrity: sha512-hTIP/z+t+qKwBDcmmsnmjWTduxCg+5KfdqWQvb2X/8C9+knYY6epN/pfxdDuyVlSVeFz0sM5eEfwIUQ70U4ckg==}
+    dev: false
+
+  /date-fns@4.4.0:
+    resolution: {integrity: sha512-+1UMbeh68lH1SegH83CGWwpb6OHHbpSgr3+s5Eww5M4CAgswBpoWS0AjTOfEJ33HiYKz1hdj/KTFprzXHmq/6w==}
+    dev: false
+
   /dateformat@3.0.3:
     resolution: {integrity: sha512-jyCETtSl3VMZMWeRo7iY1FL19ges1t55hMo5yaam4Jrsm5EPL89UQkoQRyiI+Yf4k8r2ZpdngkV8hr1lIdjb3Q==}
     dev: true
@@ -25851,6 +26955,10 @@ packages:
     resolution: {integrity: sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==}
     engines: {node: '>=0.10.0'}
 
+  /decimal.js-light@2.5.1:
+    resolution: {integrity: sha512-qIMFpTMZmny+MMIitAB6D7iVPEorVw6YQRWkvarTkT4tBeSLLiHzcwj6q0MmYSFCiVpiqPJTJEYIrpcPzVEIvg==}
+    dev: false
+
   /decimal.js@10.6.0:
     resolution: {integrity: sha512-YpgQiITW3JXGntzdUmyUR1V812Hn8T1YVXhCu+wO3OpS4eU9l4YdD3qjyiKdV6mvV29zapkMeD390UVEf2lkUg==}
     dev: true
@@ -26241,6 +27349,13 @@ packages:
       - supports-color
     dev: false
 
+  /dom-helpers@5.2.1:
+    resolution: {integrity: sha512-nRCa7CK3VTrM2NmGkIy4cbK7IZlgBE/PYMn55rrXefr5xXDP0LdtfPnblFDoVdcAfslJ7or6iqAUnx0CCGIWQA==}
+    dependencies:
+      '@babel/runtime': 7.28.2
+      csstype: 3.2.3
+    dev: false
+
   /dom-serializer@2.0.0:
     resolution: {integrity: sha512-wIkAryiqt/nV5EQKqQpo3SToSOV9J0DnbJqwK7Wv/Trc92zIAYZ4FlMu+JPFW1DfGFt81ZTCGgDEabffXeLyJg==}
     dependencies:
@@ -26553,7 +27668,10 @@ packages:
 
   /emojilib@2.4.0:
     resolution: {integrity: sha512-5U0rVMU5Y2n2+ykNLQqMoqklN9ICBT/KsvC1Gz6vqHbz2AXXGkG+Pm5rMWk/8Vjrr/mY9985Hi8DYzn1F09Nyw==}
-    dev: true
+
+  /emoticon@4.1.0:
+    resolution: {integrity: sha512-VWZfnxqwNcc51hIy/sbOdEem6D+cVtpPzEEtVAFdaas30+1dgkyaOQ4sQ6Bp0tOMqWO1v+HQfYaoodOkdhK6SQ==}
+    dev: false
 
   /empathic@2.0.0:
     resolution: {integrity: sha512-i6UzDscO/XfAcNYD75CfICkmfLedpyPDdozrLMmQc5ORaQcdMoc21OnlEylMIqI7U8eniKrPMxxtj8k0vhmJhA==}
@@ -26949,7 +28067,7 @@ packages:
       eslint-import-context: 0.1.9(unrs-resolver@1.11.1)
       is-glob: 4.0.3
       minimatch: 10.0.3
-      semver: 7.7.2
+      semver: 7.7.4
       stable-hash-x: 0.2.0
       unrs-resolver: 1.11.1
     transitivePeerDependencies:
@@ -26971,7 +28089,7 @@ packages:
       espree: 10.4.0
       esquery: 1.6.0
       parse-imports-exports: 0.2.4
-      semver: 7.7.2
+      semver: 7.7.4
       spdx-expression-parse: 4.0.0
     transitivePeerDependencies:
       - supports-color
@@ -27016,7 +28134,7 @@ packages:
       pluralize: 8.0.0
       regexp-tree: 0.1.27
       regjsparser: 0.12.0
-      semver: 7.7.2
+      semver: 7.7.4
       strip-indent: 4.1.0
     dev: false
 
@@ -27041,7 +28159,7 @@ packages:
       natural-compare: 1.4.0
       nth-check: 2.1.1
       postcss-selector-parser: 6.1.2
-      semver: 7.7.2
+      semver: 7.7.4
       vue-eslint-parser: 10.2.0(eslint@9.33.0)
       xml-name-validator: 4.0.0
     dev: false
@@ -27575,6 +28693,11 @@ packages:
     resolution: {integrity: sha512-NCe8qxnZFARSHGztGMZOO/PC1qa5MIFB5Hp66WdzbCRAz8U8US3bx1UTgLS49efBQPcUtO9gf5oVEY8o7y/7Kg==}
     dev: true
 
+  /fast-equals@5.4.1:
+    resolution: {integrity: sha512-DjlFSM5Pk9cGcL0q5QXl66eGzx0N6szNgaswwc5ZphlBohjTVJSnGgI+rJVOgOi65qUoQnDZN4nDqi33udtydQ==}
+    engines: {node: '>=6.0.0'}
+    dev: false
+
   /fast-fifo@1.3.2:
     resolution: {integrity: sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ==}
 
@@ -27626,6 +28749,16 @@ packages:
   /fast-safe-stringify@2.1.1:
     resolution: {integrity: sha512-W+KJc2dmILlPplD/H4K9l9LcAHAfPtP6BY84uVLXQ6Evcz9Lcg33Y2z1IVblT6xdY54PXYVHEv+0Wpq8Io6zkA==}
 
+  /fast-string-truncated-width@3.0.3:
+    resolution: {integrity: sha512-0jjjIEL6+0jag3l2XWWizO64/aZVtpiGE3t0Zgqxv0DPuxiMjvB3M24fCyhZUO4KomJQPj3LTSUnDP3GpdwC0g==}
+    dev: true
+
+  /fast-string-width@3.0.2:
+    resolution: {integrity: sha512-gX8LrtNEI5hq8DVUfRQMbr5lpaS4nMIWV+7XEbXk2b8kiQIizgnlr12B4dA3ZEx3308ze0O4Q1R+cHts8kyUJg==}
+    dependencies:
+      fast-string-truncated-width: 3.0.3
+    dev: true
+
   /fast-uri@2.4.0:
     resolution: {integrity: sha512-ypuAmmMKInk5q7XcepxlnUWDLWv4GFtaJqAzWKqn62IpQ3pejtr5dTVbt3vwqVaMKmkNR55sTT+CqUKIaT21BA==}
     dev: true
@@ -27633,6 +28766,12 @@ packages:
   /fast-uri@3.0.6:
     resolution: {integrity: sha512-Atfo14OibSv5wAp4VWNsFYE1AchQRTv9cBGWET4pZWHzYshFSS9NQI6I57rdKn9croWVMbYFbLhJ+yJvmZIIHw==}
 
+  /fast-wrap-ansi@0.2.2:
+    resolution: {integrity: sha512-7F2Fl+TjRSenLqlU3UjSH0iyqopqoZIu7eZVpEirP2g1GtWa2G/ecEmBdgz31+Mxr+ELclgg6sokpSFIQiZ02Q==}
+    dependencies:
+      fast-string-width: 3.0.2
+    dev: true
+
   /fast-xml-parser@5.3.4:
     resolution: {integrity: sha512-EFd6afGmXlCx8H8WTZHhAoDaWaGyuIBoZJ2mknrNxug+aZKjkp0a0dlars9Izl+jF+7Gu1/5f/2h68cQpe0IiA==}
     hasBin: true
@@ -27666,7 +28805,7 @@ packages:
       proxy-addr: 2.0.7
       rfdc: 1.4.1
       secure-json-parse: 2.7.0
-      semver: 7.7.2
+      semver: 7.7.4
       toad-cache: 3.7.0
     dev: true
 
@@ -27692,15 +28831,6 @@ packages:
       pend: 1.2.0
     dev: true
 
-  /fdir@6.4.6:
-    resolution: {integrity: sha512-hiFoqpyZcfNm1yc4u8oWCf9A2c4D3QjCrks3zmoVKVxpQRzmPNar1hUJcBG2RQHvEVGDN+Jm81ZheVLAQMK6+w==}
-    peerDependencies:
-      picomatch: ^3 || ^4
-    peerDependenciesMeta:
-      picomatch:
-        optional: true
-    dev: true
-
   /fdir@6.5.0(picomatch@4.0.3):
     resolution: {integrity: sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==}
     engines: {node: '>=12.0.0'}
@@ -28405,6 +29535,11 @@ packages:
     resolution: {integrity: sha512-QB9NKEeDg3xxVwCCwJQ9+xycaz6pBB6iQ76wiWMl1927n0Kir6alPiP+yuiICLLU4jpMe08dXfpebuQppFA2zw==}
     engines: {node: '>=16'}
 
+  /get-port@7.2.0:
+    resolution: {integrity: sha512-afP4W205ONCuMoPBqcR6PSXnzX35KTcJygfJfcp+QY+uwm3p20p1YczWXhlICIzGMCxYBQcySEcOgsJcrkyobg==}
+    engines: {node: '>=16'}
+    dev: true
+
   /get-proto@1.0.1:
     resolution: {integrity: sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==}
     engines: {node: '>= 0.4'}
@@ -28473,7 +29608,7 @@ packages:
     dependencies:
       '@xhmikosr/downloader': 13.0.1
       node-fetch: 3.3.2
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /giget@2.0.0:
@@ -28533,7 +29668,7 @@ packages:
     hasBin: true
     dependencies:
       meow: 8.1.2
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /git-up@7.0.0:
@@ -28681,7 +29816,7 @@ packages:
       es6-error: 4.1.1
       matcher: 3.0.0
       roarr: 2.15.4
-      semver: 7.7.2
+      semver: 7.7.4
       serialize-error: 7.0.1
     dev: false
 
@@ -29716,7 +30851,7 @@ packages:
       promzard: 1.0.2
       read: 2.1.0
       read-package-json: 6.0.4
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-license: 3.0.4
       validate-npm-package-name: 5.0.0
     dev: true
@@ -30302,7 +31437,7 @@ packages:
       '@babel/parser': 7.28.5
       '@istanbuljs/schema': 0.1.3
       istanbul-lib-coverage: 3.2.2
-      semver: 7.7.2
+      semver: 7.7.4
     transitivePeerDependencies:
       - supports-color
     dev: true
@@ -30750,7 +31885,7 @@ packages:
       jest-util: 29.7.0
       natural-compare: 1.4.0
       pretty-format: 29.7.0
-      semver: 7.7.2
+      semver: 7.7.4
     transitivePeerDependencies:
       - supports-color
     dev: true
@@ -30860,6 +31995,10 @@ packages:
   /jose@6.1.3:
     resolution: {integrity: sha512-0TpaTfihd4QMNwrz/ob2Bp7X04yuxJkjRGi4aKmOqwhov54i6u79oCv7T+C7lo70MKH6BesI3vscD1yb/yzKXQ==}
 
+  /jose@6.2.9:
+    resolution: {integrity: sha512-XrchZOFZUl/T3vTwRe8XK+cJrGtMF4th1ARnDfwbBXFKThGhlsxEE4Zu03AD/bjJSt/9jT/mxrOCkJWOg77aPA==}
+    dev: true
+
   /joycon@3.1.1:
     resolution: {integrity: sha512-34wB/Y7MW7bzjKRjUKTa46I2Z7eV62Rkhva+KkopW7Qvv/OSWBqvkSY7vusOPrNuZcUG3tApvdVgNB8POj3SPw==}
     engines: {node: '>=10'}
@@ -31113,7 +32252,7 @@ packages:
       lodash.isstring: 4.0.1
       lodash.once: 4.1.1
       ms: 2.1.3
-      semver: 7.7.2
+      semver: 7.7.4
     dev: false
 
   /junk@4.0.1:
@@ -31375,7 +32514,7 @@ packages:
       openai: 4.104.0(ws@8.18.3)(zod@3.25.76)
       p-queue: 6.6.2
       p-retry: 4.6.2
-      semver: 7.7.2
+      semver: 7.7.4
       uuid: 10.0.0
     dev: false
 
@@ -31402,7 +32541,7 @@ packages:
       openai: 5.23.2(zod@3.25.76)
       p-queue: 6.6.2
       p-retry: 4.6.2
-      semver: 7.7.2
+      semver: 7.7.4
       uuid: 10.0.0
 
   /latest-version@5.1.0:
@@ -31561,7 +32700,7 @@ packages:
       npm-package-arg: 10.1.0
       npm-registry-fetch: 14.0.5
       proc-log: 3.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       sigstore: 1.9.0
       ssri: 10.0.6
     transitivePeerDependencies:
@@ -32126,6 +33265,22 @@ packages:
     dependencies:
       react: 19.2.3
 
+  /lucide-react@0.562.0(react@19.2.3):
+    resolution: {integrity: sha512-82hOAu7y0dbVuFfmO4bYF1XEwYk/mEbM5E+b1jgci/udUBEE/R7LF5Ip0CCEmXe8AybRM8L+04eP+LGZeDvkiw==}
+    peerDependencies:
+      react: ^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0
+    dependencies:
+      react: 19.2.3
+    dev: false
+
+  /lucide-react@0.575.0(react@19.2.3):
+    resolution: {integrity: sha512-VuXgKZrk0uiDlWjGGXmKV6MSk9Yy4l10qgVvzGn2AWBx1Ylt0iBexKOAoA6I7JO3m+M9oeovJd3yYENfkUbOeg==}
+    peerDependencies:
+      react: ^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0
+    dependencies:
+      react: 19.2.3
+    dev: false
+
   /lucide@0.525.0:
     resolution: {integrity: sha512-sfehWlaE/7NVkcEQ4T9JD3eID8RNMIGJBBUq9wF3UFiJIrcMKRbU3g1KGfDk4svcW7yw8BtDLXaXo02scDtUYQ==}
     dev: false
@@ -32201,7 +33356,7 @@ packages:
     resolution: {integrity: sha512-hXdUTZYIVOt1Ex//jAQi+wTZZpUpwBj/0QsOzqegb3rGMMeJiSEu5xLHnYfBrRV4RH2+OCSOO95Is/7x1WJ4bw==}
     engines: {node: '>=10'}
     dependencies:
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /make-error@1.3.6:
@@ -32518,6 +33673,13 @@ packages:
     transitivePeerDependencies:
       - supports-color
 
+  /mdast-util-newline-to-break@2.0.0:
+    resolution: {integrity: sha512-MbgeFca0hLYIEx/2zGsszCSEJJ1JSCdiY5xQxRcLDDGa8EPvlLPupJ4DSajbMPAnC0je8jfb9TiUATnxxrHUog==}
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-find-and-replace: 3.0.2
+    dev: false
+
   /mdast-util-phrasing@4.1.0:
     resolution: {integrity: sha512-TqICwyvJJpBwvGAMZjj4J2n0X8QWp21b9l0o7eXyVJ25YNWYbJDVIyD1bZXE6WtV6RmKJVYmQAKWa0zWOABz2w==}
     dependencies:
@@ -33629,6 +34791,11 @@ packages:
     engines: {node: ^18.17.0 || >=20.5.0}
     dev: true
 
+  /mute-stream@3.0.0:
+    resolution: {integrity: sha512-dkEJPVvun4FryqBmZ5KhDo0K9iDXAwn08tMLDinNdRBNPcYEDiWYysLcc6k3mjTMlbP9KyylvRpd4wFtwrT9rw==}
+    engines: {node: ^20.17.0 || >=22.9.0}
+    dev: true
+
   /mz@2.7.0:
     resolution: {integrity: sha512-z81GNO7nnYMEhrGh9LeymoE4+Yr0Wn5McHIZMK5cfQCl+NDX08sCZgUc9/6MHni9IWuFLm1Z3HTCXu2z9fN62Q==}
     dependencies:
@@ -33942,7 +35109,7 @@ packages:
       rollup: 4.50.2
       rollup-plugin-visualizer: 6.0.3(rollup@4.50.2)
       scule: 1.3.0
-      semver: 7.7.2
+      semver: 7.7.4
       serve-placeholder: 2.0.2
       serve-static: 2.2.0
       source-map: 0.7.6
@@ -34024,7 +35191,6 @@ packages:
       char-regex: 1.0.2
       emojilib: 2.4.0
       skin-tone: 2.0.0
-    dev: true
 
   /node-fetch-native@1.6.7:
     resolution: {integrity: sha512-g9yhqoedzIUm0nTnTqAQvueMPVOuIY16bqgAJJC8XOOubYFNwz6IER9qs0Gq2Xd0+CecCKFjtdDTMA4u4xG06Q==}
@@ -34086,7 +35252,7 @@ packages:
       nopt: 6.0.0
       npmlog: 6.0.2
       rimraf: 3.0.2
-      semver: 7.7.2
+      semver: 7.7.4
       tar: 6.2.1
       which: 2.0.2
     transitivePeerDependencies:
@@ -34163,7 +35329,7 @@ packages:
     dependencies:
       hosted-git-info: 4.1.0
       is-core-module: 2.16.1
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-license: 3.0.4
     dev: true
 
@@ -34173,7 +35339,7 @@ packages:
     dependencies:
       hosted-git-info: 6.1.3
       is-core-module: 2.16.1
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-license: 3.0.4
     dev: true
 
@@ -34182,7 +35348,7 @@ packages:
     engines: {node: ^16.14.0 || >=18.0.0}
     dependencies:
       hosted-git-info: 7.0.2
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-license: 3.0.4
     dev: true
 
@@ -34191,7 +35357,7 @@ packages:
     engines: {node: ^18.17.0 || >=20.5.0}
     dependencies:
       hosted-git-info: 8.1.0
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-license: 3.0.4
     dev: true
 
@@ -34249,7 +35415,7 @@ packages:
     resolution: {integrity: sha512-W29RiK/xtpCGqn6f3ixfRYGk+zRyr+Ew9F2E20BfXxT5/euLdA/Nm7fO7OeTGuAmTs30cpgInyJ0cYe708YTZw==}
     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
     dependencies:
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /npm-normalize-package-bin@1.0.1:
@@ -34267,7 +35433,7 @@ packages:
     dependencies:
       hosted-git-info: 6.1.3
       proc-log: 3.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-name: 5.0.1
     dev: true
 
@@ -34277,7 +35443,7 @@ packages:
     dependencies:
       hosted-git-info: 7.0.2
       proc-log: 3.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-name: 5.0.1
     dev: true
 
@@ -34287,7 +35453,7 @@ packages:
     dependencies:
       hosted-git-info: 8.1.0
       proc-log: 5.0.0
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-name: 6.0.2
     dev: true
 
@@ -34296,7 +35462,7 @@ packages:
     engines: {node: '>=10'}
     dependencies:
       hosted-git-info: 3.0.8
-      semver: 7.7.2
+      semver: 7.7.4
       validate-npm-package-name: 3.0.0
     dev: true
 
@@ -34325,7 +35491,7 @@ packages:
       npm-install-checks: 6.3.0
       npm-normalize-package-bin: 3.0.1
       npm-package-arg: 10.1.0
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /npm-registry-fetch@14.0.5:
@@ -34632,7 +35798,7 @@ packages:
       open: 8.4.2
       ora: 5.3.0
       resolve.exports: 2.0.3
-      semver: 7.7.2
+      semver: 7.7.4
       string-width: 4.2.3
       tar-stream: 2.2.0
       tmp: 0.2.5
@@ -34743,6 +35909,10 @@ packages:
       tinyexec: 1.0.1
     dev: false
 
+  /oauth4webapi@3.8.7:
+    resolution: {integrity: sha512-4RxcKxXjuItDFZ20RRPf4YTw3kpeXJyCgJFxVzJ068A7PNJ18st2Dg90tlC1LkSDS0GecroagCLHYEIVUhCAkw==}
+    dev: true
+
   /object-assign@4.1.1:
     resolution: {integrity: sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg==}
     engines: {node: '>=0.10.0'}
@@ -35010,6 +36180,13 @@ packages:
     hasBin: true
     dev: true
 
+  /openid-client@6.8.5:
+    resolution: {integrity: sha512-jNGC/5wnTYwCcEUe2ss0IRUmVRQcgxM0A1nLb3eX/9llqNbMWOQd2xd+qDAgfVCpA5Qh96Y1cdnkfbva6+bSdA==}
+    dependencies:
+      jose: 6.2.9
+      oauth4webapi: 3.8.7
+    dev: true
+
   /openurl@1.1.1:
     resolution: {integrity: sha512-d/gTkTb1i1GKz5k3XE3XFV/PxQ1k45zDqGP2OA7YhgsaLoqm6qRvARAZOFer1fcXritWlGBRCu/UgeS4HAnXAA==}
     dev: false
@@ -35399,7 +36576,7 @@ packages:
       ky: 1.10.0
       registry-auth-token: 5.1.0
       registry-url: 6.0.1
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /package-json@6.5.0:
@@ -35716,6 +36893,22 @@ packages:
     engines: {node: '>= 14.16'}
     dev: true
 
+  /pdf-parse@2.4.5:
+    resolution: {integrity: sha512-mHU89HGh7v+4u2ubfnevJ03lmPgQ5WU4CxAVmTSh/sxVTEDYd1er/dKS/A6vg77NX47KTEoihq8jZBLr8Cxuwg==}
+    engines: {node: '>=20.16.0 <21 || >=22.3.0'}
+    hasBin: true
+    dependencies:
+      '@napi-rs/canvas': 0.1.80
+      pdfjs-dist: 5.4.296
+    dev: false
+
+  /pdfjs-dist@5.4.296:
+    resolution: {integrity: sha512-DlOzet0HO7OEnmUmB6wWGJrrdvbyJKftI1bhMitK7O2N8W2gc757yyYBbINy9IDafXAV9wmKr9t7xsTaNKRG5Q==}
+    engines: {node: '>=20.16.0 || >=22.3.0'}
+    optionalDependencies:
+      '@napi-rs/canvas': 0.1.80
+    dev: false
+
   /peek-readable@5.4.2:
     resolution: {integrity: sha512-peBp3qZyuS6cNIJ2akRNG1uo1WJ1d0wTxg/fxMdZ0BqCVhx242bSFHM9eNqflfJVS9SsgkzgT/1UgnsurBOTMg==}
     engines: {node: '>=14.16'}
@@ -36381,6 +37574,18 @@ packages:
       - debug
     dev: false
 
+  /posthog-node@5.49.1:
+    resolution: {integrity: sha512-kmjvzc7K8y+wQX7r3oIkLfKc2BzDJPXMJor5D8gAxpGE7qLNlk4HO2y1brc5587GxtdsZzqtGOxfBJXUBE2MiQ==}
+    engines: {node: ^20.20.0 || >=22.22.0}
+    peerDependencies:
+      rxjs: ^7.0.0
+    peerDependenciesMeta:
+      rxjs:
+        optional: true
+    dependencies:
+      '@posthog/core': 1.48.1
+    dev: true
+
   /powershell-utils@0.1.0:
     resolution: {integrity: sha512-dM0jVuXJPsDN6DvRpea484tCUaMiXWjuCn++HGTqUWzGDjv5tZkEZldAJ/UMlqRYGFrD/etByo4/xOuC/snX2A==}
     engines: {node: '>=20'}
@@ -36810,6 +38015,19 @@ packages:
       minimist: 1.2.8
       strip-json-comments: 2.0.1
 
+  /react-day-picker@9.14.0(react@19.2.3):
+    resolution: {integrity: sha512-tBaoDWjPwe0M5pGrum4H0SR6Lyk+BO9oHnp9JbKpGKW2mlraNPgP9BMfsg5pWpwrssARmeqk7YBl2oXutZTaHA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: '>=16.8.0'
+    dependencies:
+      '@date-fns/tz': 1.5.0
+      '@tabby_ai/hijri-converter': 1.0.5
+      date-fns: 4.4.0
+      date-fns-jalali: 4.1.0-0
+      react: 19.2.3
+    dev: false
+
   /react-dom@19.2.3(react@19.2.3):
     resolution: {integrity: sha512-yELu4WmLPw5Mr/lmeEpox5rw3RETacE++JgHqQzd2dg+YbJuat3jH4ingc+WPZhxaoFzdv9y33G+F7Nl5O0GBg==}
     peerDependencies:
@@ -36986,6 +38204,19 @@ packages:
       set-cookie-parser: 2.7.1
     dev: false
 
+  /react-smooth@4.0.4(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-gnGKTpYwqL0Iii09gHobNolvX4Kiq4PKx6eWBCYYix+8cdw+cGo3do906l1NBPKkSWx1DghC1dlWG9L2uGd61Q==}
+    peerDependencies:
+      react: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+      react-dom: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+    dependencies:
+      fast-equals: 5.4.1
+      prop-types: 15.8.1
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+      react-transition-group: 4.4.5(react-dom@19.2.3)(react@19.2.3)
+    dev: false
+
   /react-style-singleton@2.2.3(@types/react@19.1.10)(react@19.2.3):
     resolution: {integrity: sha512-b6jSvxvVnyptAiLjbkWLE/lOnR4lfTtDAl+eUC7RZy+QQWc6wRzIV2CE6xBuMmDxc2qIihtDCZD5NPOFl7fRBQ==}
     engines: {node: '>=10'}
@@ -37030,6 +38261,21 @@ packages:
       react: 19.2.3
       refractor: 3.6.0
 
+  /react-syntax-highlighter@16.1.1(react@19.2.3):
+    resolution: {integrity: sha512-PjVawBGy80C6YbC5DDZJeUjBmC7skaoEUdvfFQediQHgCL7aKyVHe57SaJGfQsloGDac+gCpTfRdtxzWWKmCXA==}
+    engines: {node: '>= 16.20.2'}
+    peerDependencies:
+      react: '>= 0.14.0'
+    dependencies:
+      '@babel/runtime': 7.29.7
+      highlight.js: 10.7.3
+      highlightjs-vue: 1.0.0
+      lowlight: 1.20.0
+      prismjs: 1.30.0
+      react: 19.2.3
+      refractor: 5.0.0
+    dev: false
+
   /react-textarea-autosize@8.5.9(@types/react@19.2.7)(react@19.2.3):
     resolution: {integrity: sha512-U1DGlIQN5AwgjTyOEnI1oCcMuEr1pv1qOtklB2l4nyMGbHzWrI0eFsYK0zos2YWqAolJyG0IWJaqWmWj5ETh0A==}
     engines: {node: '>=10'}
@@ -37044,6 +38290,20 @@ packages:
       - '@types/react'
     dev: false
 
+  /react-transition-group@4.4.5(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-pZcd1MCJoiKiBR2NRxeCRg13uCXbydPnmB4EOeRrY7480qNWO8IIgQG6zlDkm6uRMsURXPuKq0GWtiM59a5Q6g==}
+    peerDependencies:
+      react: '>=16.6.0'
+      react-dom: '>=16.6.0'
+    dependencies:
+      '@babel/runtime': 7.28.2
+      dom-helpers: 5.2.1
+      loose-envify: 1.4.0
+      prop-types: 15.8.1
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+    dev: false
+
   /react@19.2.3:
     resolution: {integrity: sha512-Ku/hhYbVjOQnXDZFv2+RibmLFGwFdeeKHFcOTlrt7xplBnya5OGn/hIRDsqDiSUcfORsDC7MPxwork8jBwsIWA==}
     engines: {node: '>=0.10.0'}
@@ -37231,6 +38491,32 @@ packages:
       tslib: 2.8.1
     dev: true
 
+  /recharts-scale@0.4.5:
+    resolution: {integrity: sha512-kivNFO+0OcUNu7jQquLXAxz1FIwZj8nrj+YkOKc5694NbjCvcT6aSZiIzNzd2Kul4o4rTto8QVR9lMNtxD4G1w==}
+    dependencies:
+      decimal.js-light: 2.5.1
+    dev: false
+
+  /recharts@2.15.4(react-dom@19.2.3)(react@19.2.3):
+    resolution: {integrity: sha512-UT/q6fwS3c1dHbXv2uFgYJ9BMFHu3fwnd7AYZaEQhXuYQ4hgsxLvsUXzGdKeZrW5xopzDCvuA2N41WJ88I7zIw==}
+    engines: {node: '>=14'}
+    deprecated: 1.x and 2.x branches are no longer active. Bump to Recharts v3 to receive latest features and bugfixes. See https://github.com/recharts/recharts/wiki/3.0-migration-guide
+    peerDependencies:
+      react: ^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+      react-dom: ^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+    dependencies:
+      clsx: 2.1.1
+      eventemitter3: 4.0.7
+      lodash: 4.17.21
+      react: 19.2.3
+      react-dom: 19.2.3(react@19.2.3)
+      react-is: 18.3.1
+      react-smooth: 4.0.4(react-dom@19.2.3)(react@19.2.3)
+      recharts-scale: 0.4.5
+      tiny-invariant: 1.3.3
+      victory-vendor: 36.9.2
+    dev: false
+
   /redent@3.0.0:
     resolution: {integrity: sha512-6tDA8g98We0zd0GvVeMT9arEOnTw9qM03L9cJXaCjrip1OO764RDBLBfrB4cwzNGDj5OA5ioymC9GkizgWJDUg==}
     engines: {node: '>=8'}
@@ -37277,6 +38563,15 @@ packages:
       parse-entities: 2.0.0
       prismjs: 1.27.0
 
+  /refractor@5.0.0:
+    resolution: {integrity: sha512-QXOrHQF5jOpjjLfiNk5GFnWhRXvxjUVnlFxkeDmewR5sXkr3iM46Zo+CnRR8B+MDVqkULW4EcLVcRBNOPXHosw==}
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/prismjs': 1.26.6
+      hastscript: 9.0.1
+      parse-entities: 4.0.2
+    dev: false
+
   /regenerate-unicode-properties@10.2.0:
     resolution: {integrity: sha512-DqHn3DwbmmPVzeKj9woBadqmXxLvQoQIwu7nopMc72ztvxVmVk2SBhSnx67zuye5TP+lJsb/TBQsjLKhnDf3MA==}
     engines: {node: '>=4'}
@@ -37422,6 +38717,25 @@ packages:
       - typescript
     dev: false
 
+  /remark-breaks@4.0.0:
+    resolution: {integrity: sha512-IjEjJOkH4FuJvHZVIW0QCDWxcG96kCq7An/KVH2NfJe6rKZU2AsHeB3OEjPNRxi4QC34Xdx7I2KGYn6IpT7gxQ==}
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-newline-to-break: 2.0.0
+      unified: 11.0.5
+    dev: false
+
+  /remark-emoji@5.0.2:
+    resolution: {integrity: sha512-IyIqGELcyK5AVdLFafoiNww+Eaw/F+rGrNSXoKucjo95uL267zrddgxGM83GN1wFIb68pyDuAsY3m5t2Cav1pQ==}
+    engines: {node: '>=18'}
+    dependencies:
+      '@types/mdast': 4.0.4
+      emoticon: 4.1.0
+      mdast-util-find-and-replace: 3.0.2
+      node-emoji: 2.2.0
+      unified: 11.0.5
+    dev: false
+
   /remark-gfm@4.0.1:
     resolution: {integrity: sha512-1quofZ2RQ9EWdeN34S79+KExV1764+wCUGop5CPL1WGdD0ocPpu91lzPGbwWMECpEpd42kJGQwzRfyov9j4yNg==}
     dependencies:
@@ -37702,7 +39016,7 @@ packages:
     resolution: {integrity: sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==}
     dev: false
 
-  /rolldown-plugin-dts@0.16.11(rolldown@1.2.2)(typescript@5.9.2):
+  /rolldown-plugin-dts@0.16.11(rolldown@1.2.4)(typescript@5.9.2):
     resolution: {integrity: sha512-9IQDaPvPqTx3RjG2eQCK5GYZITo203BxKunGI80AGYicu1ySFTUyugicAaTZWRzFWh9DSnzkgNeMNbDWBbSs0w==}
     engines: {node: '>=20.18.0'}
     peerDependencies:
@@ -37730,35 +39044,35 @@ packages:
       dts-resolver: 2.1.2
       get-tsconfig: 4.10.1
       magic-string: 0.30.19
-      rolldown: 1.2.2
+      rolldown: 1.2.4
       typescript: 5.9.2
     transitivePeerDependencies:
       - oxc-resolver
       - supports-color
     dev: true
 
-  /rolldown@1.2.2:
-    resolution: {integrity: sha512-opwpo1tQBAcpSUJDt94B7hhLNGOKjCdE//XXjeLrnx9b83bjnw45tXdg1b09yEw/VLFBJGZpwRULMmOZo7ol+A==}
+  /rolldown@1.2.4:
+    resolution: {integrity: sha512-rSr7irW0K7QRWzjdJXqZowkcRdDtjRduh43rBltnVKd0VFq839l1lJoDvGJb6gl7+4rTTCrPWu+YfujUL8Ug7w==}
     engines: {node: ^20.19.0 || >=22.12.0}
     hasBin: true
     dependencies:
-      '@oxc-project/types': 0.142.0
+      '@oxc-project/types': 0.144.0
       '@rolldown/pluginutils': 1.0.0
     optionalDependencies:
-      '@rolldown/binding-android-arm64': 1.2.2
-      '@rolldown/binding-darwin-arm64': 1.2.2
-      '@rolldown/binding-darwin-x64': 1.2.2
-      '@rolldown/binding-freebsd-x64': 1.2.2
-      '@rolldown/binding-linux-arm-gnueabihf': 1.2.2
-      '@rolldown/binding-linux-arm64-gnu': 1.2.2
-      '@rolldown/binding-linux-arm64-musl': 1.2.2
-      '@rolldown/binding-linux-ppc64-gnu': 1.2.2
-      '@rolldown/binding-linux-s390x-gnu': 1.2.2
-      '@rolldown/binding-linux-x64-gnu': 1.2.2
-      '@rolldown/binding-linux-x64-musl': 1.2.2
-      '@rolldown/binding-openharmony-arm64': 1.2.2
-      '@rolldown/binding-win32-arm64-msvc': 1.2.2
-      '@rolldown/binding-win32-x64-msvc': 1.2.2
+      '@rolldown/binding-android-arm64': 1.2.4
+      '@rolldown/binding-darwin-arm64': 1.2.4
+      '@rolldown/binding-darwin-x64': 1.2.4
+      '@rolldown/binding-freebsd-x64': 1.2.4
+      '@rolldown/binding-linux-arm-gnueabihf': 1.2.4
+      '@rolldown/binding-linux-arm64-gnu': 1.2.4
+      '@rolldown/binding-linux-arm64-musl': 1.2.4
+      '@rolldown/binding-linux-ppc64-gnu': 1.2.4
+      '@rolldown/binding-linux-s390x-gnu': 1.2.4
+      '@rolldown/binding-linux-x64-gnu': 1.2.4
+      '@rolldown/binding-linux-x64-musl': 1.2.4
+      '@rolldown/binding-openharmony-arm64': 1.2.4
+      '@rolldown/binding-win32-arm64-msvc': 1.2.4
+      '@rolldown/binding-win32-x64-msvc': 1.2.4
     dev: true
 
   /rollup-plugin-inject@3.0.2:
@@ -38034,7 +39348,7 @@ packages:
     resolution: {integrity: sha512-LJWA9kSvMolR51oDE6PN3kALBNaUdkxzAGcexw8gjMA8xr5zUqK0JiR3CgARSqanYF3Z1YHvsErb1KDgh+v7Rg==}
     engines: {node: '>=12'}
     dependencies:
-      semver: 7.7.2
+      semver: 7.7.4
     dev: true
 
   /semver@5.7.2:
@@ -38072,7 +39386,6 @@ packages:
     resolution: {integrity: sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==}
     engines: {node: '>=10'}
     hasBin: true
-    dev: false
 
   /send@0.19.0:
     resolution: {integrity: sha512-dW41u5VfLXu8SJh5bwRmyYUbAoSB3c9uQh6L8h/KtsFREPWpbX1lrljJo186Jc4nmci/sGUZ9a0a0J2zgfq2hw==}
@@ -38196,7 +39509,7 @@ packages:
     dependencies:
       color: 4.2.3
       detect-libc: 2.1.1
-      semver: 7.7.2
+      semver: 7.7.4
     optionalDependencies:
       '@img/sharp-darwin-arm64': 0.33.5
       '@img/sharp-darwin-x64': 0.33.5
@@ -38414,7 +39727,6 @@ packages:
     engines: {node: '>=8'}
     dependencies:
       unicode-emoji-modifier-base: 1.0.0
-    dev: true
 
   /slash@3.0.0:
     resolution: {integrity: sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q==}
@@ -39332,17 +40644,18 @@ packages:
       minipass: 7.1.2
       minizlib: 3.1.0
       yallist: 5.0.0
+    dev: false
 
   /tar@7.5.7:
     resolution: {integrity: sha512-fov56fJiRuThVFXD6o6/Q354S7pnWMJIVlDBYijsTNx6jKSE4pvrDTs6lUnmGvNyfJwFQQwWy3owKz1ucIhveQ==}
     engines: {node: '>=18'}
+    deprecated: Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me
     dependencies:
       '@isaacs/fs-minipass': 4.0.1
       chownr: 3.0.0
       minipass: 7.1.2
       minizlib: 3.1.0
       yallist: 5.0.0
-    dev: false
 
   /teeny-request@10.1.0:
     resolution: {integrity: sha512-3ZnLvgWF29jikg1sAQ1g0o+lr5JX6sVgYvfUJazn7ZjJroDBUTWp44/+cFVX0bULjv4vci+rBD+oGVAkWqhUbw==}
@@ -39962,8 +41275,8 @@ packages:
       empathic: 2.0.0
       hookable: 5.5.3
       publint: 0.3.12
-      rolldown: 1.2.2
-      rolldown-plugin-dts: 0.16.11(rolldown@1.2.2)(typescript@5.9.2)
+      rolldown: 1.2.4
+      rolldown-plugin-dts: 0.16.11(rolldown@1.2.4)(typescript@5.9.2)
       semver: 7.7.2
       tinyexec: 1.0.1
       tinyglobby: 0.2.15
@@ -40306,7 +41619,7 @@ packages:
     dependencies:
       '@quansync/fs': 0.1.5
       defu: 6.1.4
-      jiti: 2.5.1
+      jiti: 2.6.1
       quansync: 0.2.11
     dev: true
 
@@ -40391,7 +41704,6 @@ packages:
   /unicode-emoji-modifier-base@1.0.0:
     resolution: {integrity: sha512-yLSH4py7oFH3oG/9K+XWrz1pSi3dfUrWEnInbxMfArOfc1+33BlGPQtLsOYwvdMy11AwUBetYuaRxSPqgkq+8g==}
     engines: {node: '>=4'}
-    dev: true
 
   /unicode-match-property-ecmascript@2.0.0:
     resolution: {integrity: sha512-5kaZCrbp5mmbz5ulBkDkbY0SsPOjKqVS35VpL9ulMPfSl0J0Xsm+9Evphv9CoIZFwre7aJoa94AY6seMKGVN5Q==}
@@ -41030,7 +42342,7 @@ packages:
       is-npm: 6.1.0
       latest-version: 9.0.0
       pupa: 3.3.0
-      semver: 7.7.2
+      semver: 7.7.4
       xdg-basedir: 5.1.0
     dev: true
 
@@ -41345,6 +42657,25 @@ packages:
       '@types/unist': 3.0.3
       vfile-message: 4.0.3
 
+  /victory-vendor@36.9.2:
+    resolution: {integrity: sha512-PnpQQMuxlwYdocC8fIJqVXvkeViHYzotI+NJrCuav0ZYFoq912ZHBk3mCeuj+5/VpodOjPe1z0Fk2ihgzlXqjQ==}
+    dependencies:
+      '@types/d3-array': 3.2.2
+      '@types/d3-ease': 3.0.2
+      '@types/d3-interpolate': 3.0.4
+      '@types/d3-scale': 4.0.9
+      '@types/d3-shape': 3.1.7
+      '@types/d3-time': 3.0.4
+      '@types/d3-timer': 3.0.2
+      d3-array: 3.2.4
+      d3-ease: 3.0.1
+      d3-interpolate: 3.0.1
+      d3-scale: 4.0.2
+      d3-shape: 3.2.0
+      d3-time: 3.1.0
+      d3-timer: 3.0.1
+    dev: false
+
   /vite-dev-rpc@1.1.0(vite@7.2.7):
     resolution: {integrity: sha512-pKXZlgoXGoE8sEKiKJSng4hI1sQ4wi5YT24FCrwrLt6opmkjlqPPVmiPWWJn8M8byMxRGzp1CrFuqQs4M/Z39A==}
     peerDependencies:
@@ -41695,6 +43026,75 @@ packages:
       vite: 7.2.7(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
     dev: true
 
+  /vitest@3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0):
+    resolution: {integrity: sha512-LUCP5ev3GURDysTWiP47wRRUpLKMOfPh+yKTx3kVIEiu5KOMeqzpnYNsKyOoVrULivR8tLcks4+lga33Whn90A==}
+    engines: {node: ^18.0.0 || ^20.0.0 || >=22.0.0}
+    hasBin: true
+    peerDependencies:
+      '@edge-runtime/vm': '*'
+      '@types/debug': ^4.1.12
+      '@types/node': ^18.0.0 || ^20.0.0 || >=22.0.0
+      '@vitest/browser': 3.2.4
+      '@vitest/ui': 3.2.4
+      happy-dom: '*'
+      jsdom: '*'
+    peerDependenciesMeta:
+      '@edge-runtime/vm':
+        optional: true
+      '@types/debug':
+        optional: true
+      '@types/node':
+        optional: true
+      '@vitest/browser':
+        optional: true
+      '@vitest/ui':
+        optional: true
+      happy-dom:
+        optional: true
+      jsdom:
+        optional: true
+    dependencies:
+      '@types/chai': 5.2.2
+      '@types/node': 24.2.1
+      '@vitest/expect': 3.2.4
+      '@vitest/mocker': 3.2.4(vite@7.2.7)
+      '@vitest/pretty-format': 3.2.4
+      '@vitest/runner': 3.2.4
+      '@vitest/snapshot': 3.2.4
+      '@vitest/spy': 3.2.4
+      '@vitest/ui': 1.6.1(vitest@3.2.4)
+      '@vitest/utils': 3.2.4
+      chai: 5.2.1
+      debug: 4.4.3(supports-color@10.2.2)
+      expect-type: 1.2.2
+      jsdom: 22.1.0
+      magic-string: 0.30.19
+      pathe: 2.0.3
+      picomatch: 4.0.3
+      std-env: 3.9.0
+      tinybench: 2.9.0
+      tinyexec: 0.3.2
+      tinyglobby: 0.2.15
+      tinypool: 1.1.1
+      tinyrainbow: 2.0.0
+      vite: 7.2.7(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
+      vite-node: 3.2.4(@types/node@24.2.1)(jiti@2.5.1)(tsx@4.21.0)
+      why-is-node-running: 2.3.0
+    transitivePeerDependencies:
+      - jiti
+      - less
+      - lightningcss
+      - msw
+      - sass
+      - sass-embedded
+      - stylus
+      - sugarss
+      - supports-color
+      - terser
+      - tsx
+      - yaml
+    dev: true
+
   /vitest@3.2.4(@types/node@24.2.1)(@vitest/ui@1.6.1)(jsdom@22.1.0)(msw@2.11.6):
     resolution: {integrity: sha512-LUCP5ev3GURDysTWiP47wRRUpLKMOfPh+yKTx3kVIEiu5KOMeqzpnYNsKyOoVrULivR8tLcks4+lga33Whn90A==}
     engines: {node: ^18.0.0 || ^20.0.0 || >=22.0.0}
@@ -41795,7 +43195,7 @@ packages:
       '@types/chai': 5.2.2
       '@types/node': 24.6.2
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(msw@2.11.6)(vite@7.2.7)
+      '@vitest/mocker': 3.2.4(vite@7.2.7)
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
@@ -41979,7 +43379,7 @@ packages:
       eslint-visitor-keys: 4.2.1
       espree: 10.4.0
       esquery: 1.6.0
-      semver: 7.7.2
+      semver: 7.7.4
     transitivePeerDependencies:
       - supports-color
     dev: false

From 7ed0f551eeaff2166961ffa8e39c0c59bd9ee4de Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 15:17:27 +0530
Subject: [PATCH 2/6] chore(examples): ignore generated OpenUI artifacts

---
 examples/with-openui/.gitignore               |    1 +
 .../openui/generated/system-prompt.spec.json  | 2691 -----------------
 .../openui/generated/system-prompt.txt        |  223 --
 3 files changed, 1 insertion(+), 2914 deletions(-)
 delete mode 100644 examples/with-openui/openui/generated/system-prompt.spec.json
 delete mode 100644 examples/with-openui/openui/generated/system-prompt.txt

diff --git a/examples/with-openui/.gitignore b/examples/with-openui/.gitignore
index a37addb57..8d2370db3 100644
--- a/examples/with-openui/.gitignore
+++ b/examples/with-openui/.gitignore
@@ -2,6 +2,7 @@
 /.next
 /out
 /coverage
+/openui/generated
 /.env
 /.env.local
 *.tsbuildinfo
diff --git a/examples/with-openui/openui/generated/system-prompt.spec.json b/examples/with-openui/openui/generated/system-prompt.spec.json
deleted file mode 100644
index 277226ee3..000000000
--- a/examples/with-openui/openui/generated/system-prompt.spec.json
+++ /dev/null
@@ -1,2691 +0,0 @@
-{
-  "root": "Card",
-  "components": {
-    "Card": {
-      "signature": "Card(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock | SectionBlock | Tabs | Carousel)[])",
-      "description": "Vertical container for all content in a chat response. Children stack top to bottom automatically."
-    },
-    "CardHeader": {
-      "signature": "CardHeader(title?: string, subtitle?: string)",
-      "description": "Header with optional title and subtitle"
-    },
-    "TextContent": {
-      "signature": "TextContent(text: string, size?: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\")",
-      "description": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\"."
-    },
-    "MarkDownRenderer": {
-      "signature": "MarkDownRenderer(textMarkdown: string, variant?: \"clear\" | \"card\" | \"sunk\")",
-      "description": "Renders markdown text with optional container variant"
-    },
-    "Callout": {
-      "signature": "Callout(variant: \"info\" | \"warning\" | \"error\" | \"success\" | \"neutral\", title: string, description: string, visible?: $binding<boolean>)",
-      "description": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false."
-    },
-    "TextCallout": {
-      "signature": "TextCallout(variant?: \"neutral\" | \"info\" | \"warning\" | \"success\" | \"danger\", title?: string, description?: string)",
-      "description": "Text callout with variant, title, and description"
-    },
-    "Image": {
-      "signature": "Image(alt: string, src?: string)",
-      "description": "Image with alt text and optional URL"
-    },
-    "ImageBlock": {
-      "signature": "ImageBlock(src: string, alt?: string)",
-      "description": "Image block with loading state"
-    },
-    "ImageGallery": {
-      "signature": "ImageGallery(images: {src: string, alt?: string, details?: string}[])",
-      "description": "Gallery grid of images with modal preview"
-    },
-    "CodeBlock": {
-      "signature": "CodeBlock(language: string, codeString: string)",
-      "description": "Syntax-highlighted code block"
-    },
-    "Separator": {
-      "signature": "Separator(orientation?: \"horizontal\" | \"vertical\", decorative?: boolean)",
-      "description": "Visual divider between content sections"
-    },
-    "Table": {
-      "signature": "Table(columns: Col[])",
-      "description": "Data table — column-oriented. Each Col holds its own data array."
-    },
-    "Col": {
-      "signature": "Col(label: string, data: any, type?: \"string\" | \"number\" | \"action\")",
-      "description": "Column definition — holds label + data array"
-    },
-    "BarChart": {
-      "signature": "BarChart(labels: string[], series: Series[], variant?: \"grouped\" | \"stacked\", xLabel?: string, yLabel?: string)",
-      "description": "Vertical bars; use for comparing values across categories with one or more series"
-    },
-    "LineChart": {
-      "signature": "LineChart(labels: string[], series: Series[], variant?: \"linear\" | \"natural\" | \"step\", xLabel?: string, yLabel?: string)",
-      "description": "Lines over categories; use for trends and continuous data over time"
-    },
-    "AreaChart": {
-      "signature": "AreaChart(labels: string[], series: Series[], variant?: \"linear\" | \"natural\" | \"step\", xLabel?: string, yLabel?: string)",
-      "description": "Filled area under lines; use for cumulative totals or volume trends over time"
-    },
-    "RadarChart": {
-      "signature": "RadarChart(labels: string[], series: Series[])",
-      "description": "Spider/web chart; use for comparing multiple variables across one or more entities"
-    },
-    "HorizontalBarChart": {
-      "signature": "HorizontalBarChart(labels: string[], series: Series[], variant?: \"grouped\" | \"stacked\", xLabel?: string, yLabel?: string)",
-      "description": "Horizontal bars; prefer when category labels are long or for ranked lists"
-    },
-    "Series": {
-      "signature": "Series(category: string, values: number[])",
-      "description": "One data series"
-    },
-    "PieChart": {
-      "signature": "PieChart(labels: string[], values: number[], variant?: \"pie\" | \"donut\", appearance?: \"circular\" | \"semiCircular\")",
-      "description": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)"
-    },
-    "RadialChart": {
-      "signature": "RadialChart(labels: string[], values: number[])",
-      "description": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)"
-    },
-    "SingleStackedBarChart": {
-      "signature": "SingleStackedBarChart(labels: string[], values: number[])",
-      "description": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)"
-    },
-    "Slice": {
-      "signature": "Slice(category: string, value: number)",
-      "description": "One slice with label and numeric value"
-    },
-    "ScatterChart": {
-      "signature": "ScatterChart(datasets: ScatterSeries[], xLabel?: string, yLabel?: string)",
-      "description": "X/Y scatter plot; use for correlations, distributions, and clustering"
-    },
-    "ScatterSeries": {
-      "signature": "ScatterSeries(name: string, points: Point[])",
-      "description": "Named dataset"
-    },
-    "Point": {
-      "signature": "Point(x: number, y: number, z?: number)",
-      "description": "Data point with numeric coordinates"
-    },
-    "Form": {
-      "signature": "Form(name: string, buttons: Buttons, fields?: FormControl[])",
-      "description": "Form container with fields and explicit action buttons"
-    },
-    "FormControl": {
-      "signature": "FormControl(label: string, input: Input | TextArea | Select | DatePicker | Slider | CheckBoxGroup | RadioGroup, hint?: string)",
-      "description": "Field with label, input component, and optional hint text"
-    },
-    "Label": {
-      "signature": "Label(text: string)",
-      "description": "Text label"
-    },
-    "Input": {
-      "signature": "Input(name: string, placeholder?: string, type?: \"text\" | \"email\" | \"password\" | \"number\" | \"url\", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
-      "description": ""
-    },
-    "TextArea": {
-      "signature": "TextArea(name: string, placeholder?: string, rows?: number, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
-      "description": ""
-    },
-    "Select": {
-      "signature": "Select(name: string, items: SelectItem[], placeholder?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>, size?: \"small\" | \"medium\" | \"large\")",
-      "description": ""
-    },
-    "SelectItem": {
-      "signature": "SelectItem(value: string, label: string)",
-      "description": "Option for Select"
-    },
-    "DatePicker": {
-      "signature": "DatePicker(name: string, mode?: \"single\" | \"range\", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<any>)",
-      "description": ""
-    },
-    "Slider": {
-      "signature": "Slider(name: string, variant: \"continuous\" | \"discrete\", min: number, max: number, step?: number, defaultValue?: number[], label?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<number[]>)",
-      "description": "Numeric slider input; supports continuous and discrete (stepped) variants"
-    },
-    "CheckBoxGroup": {
-      "signature": "CheckBoxGroup(name: string, items: CheckBoxItem[], rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<Record<string, boolean>>)",
-      "description": ""
-    },
-    "CheckBoxItem": {
-      "signature": "CheckBoxItem(label: string, description: string, name: string, defaultChecked?: boolean)",
-      "description": ""
-    },
-    "RadioGroup": {
-      "signature": "RadioGroup(name: string, items: RadioItem[], defaultValue?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)",
-      "description": ""
-    },
-    "RadioItem": {
-      "signature": "RadioItem(label: string, description: string, value: string)",
-      "description": ""
-    },
-    "SwitchGroup": {
-      "signature": "SwitchGroup(name: string, items: SwitchItem[], variant?: \"clear\" | \"card\" | \"sunk\", value?: $binding<Record<string, boolean>>)",
-      "description": "Group of switch toggles"
-    },
-    "SwitchItem": {
-      "signature": "SwitchItem(label?: string, description?: string, name: string, defaultChecked?: boolean)",
-      "description": "Individual switch toggle"
-    },
-    "Button": {
-      "signature": "Button(label: string, action?: ActionExpression, variant?: \"primary\" | \"secondary\" | \"tertiary\", type?: \"normal\" | \"destructive\", size?: \"extra-small\" | \"small\" | \"medium\" | \"large\")",
-      "description": "Clickable button"
-    },
-    "Buttons": {
-      "signature": "Buttons(buttons: Button[], direction?: \"row\" | \"column\")",
-      "description": "Group of Button components. direction: \"row\" (default) | \"column\"."
-    },
-    "ListBlock": {
-      "signature": "ListBlock(items: ListItem[], variant?: \"number\" | \"image\")",
-      "description": "A list of items with number or image indicators. Each item can optionally have an action."
-    },
-    "ListItem": {
-      "signature": "ListItem(title: string, subtitle?: string, image?: {src: string, alt: string}, actionLabel?: string, action?: ActionExpression)",
-      "description": "Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable."
-    },
-    "FollowUpBlock": {
-      "signature": "FollowUpBlock(items: FollowUpItem[])",
-      "description": "List of clickable follow-up suggestions placed at the end of a response"
-    },
-    "FollowUpItem": {
-      "signature": "FollowUpItem(text: string)",
-      "description": "Clickable follow-up suggestion — when clicked, sends text as user message"
-    },
-    "SectionBlock": {
-      "signature": "SectionBlock(sections: SectionItem[], isFoldable?: boolean)",
-      "description": "Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section."
-    },
-    "SectionItem": {
-      "signature": "SectionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock)[])",
-      "description": "Section with a label and collapsible content — used inside SectionBlock"
-    },
-    "Tabs": {
-      "signature": "Tabs(items: TabItem[])",
-      "description": "Tabbed container"
-    },
-    "TabItem": {
-      "signature": "TabItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[])",
-      "description": "value is unique id, trigger is tab label, content is array of components"
-    },
-    "Accordion": {
-      "signature": "Accordion(items: AccordionItem[])",
-      "description": "Collapsible sections"
-    },
-    "AccordionItem": {
-      "signature": "AccordionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[])",
-      "description": "value is unique id, trigger is section title"
-    },
-    "Steps": {
-      "signature": "Steps(items: StepsItem[])",
-      "description": "Step-by-step guide"
-    },
-    "StepsItem": {
-      "signature": "StepsItem(title: string, details: string)",
-      "description": "title and details text for one step"
-    },
-    "Carousel": {
-      "signature": "Carousel(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[][], variant?: \"card\" | \"sunk\")",
-      "description": "Horizontal scrollable carousel"
-    },
-    "TagBlock": {
-      "signature": "TagBlock(tags: string[])",
-      "description": "tags is an array of strings"
-    },
-    "Tag": {
-      "signature": "Tag(text: string, icon?: string, size?: \"sm\" | \"md\" | \"lg\", variant?: \"neutral\" | \"info\" | \"success\" | \"warning\" | \"danger\")",
-      "description": "Styled tag/badge with optional icon and variant"
-    }
-  },
-  "componentGroups": [
-    {
-      "name": "Content",
-      "components": [
-        "CardHeader",
-        "TextContent",
-        "MarkDownRenderer",
-        "Callout",
-        "TextCallout",
-        "Image",
-        "ImageBlock",
-        "ImageGallery",
-        "CodeBlock",
-        "Separator"
-      ]
-    },
-    {
-      "name": "Tables",
-      "components": [
-        "Table",
-        "Col"
-      ]
-    },
-    {
-      "name": "Charts (2D)",
-      "components": [
-        "BarChart",
-        "LineChart",
-        "AreaChart",
-        "RadarChart",
-        "HorizontalBarChart",
-        "Series"
-      ]
-    },
-    {
-      "name": "Charts (1D)",
-      "components": [
-        "PieChart",
-        "RadialChart",
-        "SingleStackedBarChart",
-        "Slice"
-      ]
-    },
-    {
-      "name": "Charts (Scatter)",
-      "components": [
-        "ScatterChart",
-        "ScatterSeries",
-        "Point"
-      ]
-    },
-    {
-      "name": "Forms",
-      "components": [
-        "Form",
-        "FormControl",
-        "Label",
-        "Input",
-        "TextArea",
-        "Select",
-        "SelectItem",
-        "DatePicker",
-        "Slider",
-        "CheckBoxGroup",
-        "CheckBoxItem",
-        "RadioGroup",
-        "RadioItem",
-        "SwitchGroup",
-        "SwitchItem"
-      ],
-      "notes": [
-        "- Define EACH FormControl as its own reference — do NOT inline all controls in one array.",
-        "- NEVER nest Form inside Form.",
-        "- Form requires explicit buttons. Always pass a Buttons(...) reference as the third Form argument.",
-        "- rules is an optional object: { required: true, email: true, min: 8, maxLength: 100 }",
-        "- The renderer shows error messages automatically — do NOT generate error text in the UI"
-      ]
-    },
-    {
-      "name": "Buttons",
-      "components": [
-        "Button",
-        "Buttons"
-      ]
-    },
-    {
-      "name": "Lists & Follow-ups",
-      "components": [
-        "ListBlock",
-        "ListItem",
-        "FollowUpBlock",
-        "FollowUpItem"
-      ],
-      "notes": [
-        "- Use ListBlock with ListItem references for numbered, clickable lists.",
-        "- Use FollowUpBlock with FollowUpItem references at the end of a response to suggest next actions.",
-        "- Clicking a ListItem or FollowUpItem sends its text to the LLM as a user message.",
-        "- Example: list = ListBlock([item1, item2])  item1 = ListItem(\"Option A\", \"Details about A\")"
-      ]
-    },
-    {
-      "name": "Sections",
-      "components": [
-        "SectionBlock",
-        "SectionItem"
-      ],
-      "notes": [
-        "- SectionBlock renders collapsible accordion sections that auto-open as they stream.",
-        "- Each section needs a unique `value` id, a `trigger` label, and a `content` array.",
-        "- Example: sections = SectionBlock([s1, s2])  s1 = SectionItem(\"intro\", \"Introduction\", [content1])",
-        "- Set isFoldable=false to render sections as flat headers instead of accordion."
-      ]
-    },
-    {
-      "name": "Layout",
-      "components": [
-        "Tabs",
-        "TabItem",
-        "Accordion",
-        "AccordionItem",
-        "Steps",
-        "StepsItem",
-        "Carousel"
-      ],
-      "notes": [
-        "- Use Tabs to present alternative views — each TabItem has a value id, trigger label, and content array.",
-        "- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])",
-        "- IMPORTANT: Every slide in a Carousel must have the same structure — same component types in the same order.",
-        "- For image carousels use: [[title, image, description, tags], ...] — every slide must follow this exact pattern.",
-        "- Use real, publicly accessible image URLs (e.g. https://picsum.photos/seed/KEYWORD/800/500). Never hallucinate image URLs."
-      ]
-    },
-    {
-      "name": "Data Display",
-      "components": [
-        "TagBlock",
-        "Tag"
-      ]
-    }
-  ],
-  "schema": {
-    "$schema": "https://json-schema.org/draft/2020-12/schema",
-    "type": "object",
-    "properties": {
-      "Card": {
-        "$ref": "#/$defs/Card"
-      },
-      "CardHeader": {
-        "$ref": "#/$defs/CardHeader"
-      },
-      "TextContent": {
-        "$ref": "#/$defs/TextContent"
-      },
-      "MarkDownRenderer": {
-        "$ref": "#/$defs/MarkDownRenderer"
-      },
-      "Callout": {
-        "$ref": "#/$defs/Callout"
-      },
-      "TextCallout": {
-        "$ref": "#/$defs/TextCallout"
-      },
-      "Image": {
-        "$ref": "#/$defs/Image"
-      },
-      "ImageBlock": {
-        "$ref": "#/$defs/ImageBlock"
-      },
-      "ImageGallery": {
-        "$ref": "#/$defs/ImageGallery"
-      },
-      "CodeBlock": {
-        "$ref": "#/$defs/CodeBlock"
-      },
-      "Separator": {
-        "$ref": "#/$defs/Separator"
-      },
-      "Table": {
-        "$ref": "#/$defs/Table"
-      },
-      "Col": {
-        "$ref": "#/$defs/Col"
-      },
-      "BarChart": {
-        "$ref": "#/$defs/BarChart"
-      },
-      "LineChart": {
-        "$ref": "#/$defs/LineChart"
-      },
-      "AreaChart": {
-        "$ref": "#/$defs/AreaChart"
-      },
-      "RadarChart": {
-        "$ref": "#/$defs/RadarChart"
-      },
-      "HorizontalBarChart": {
-        "$ref": "#/$defs/HorizontalBarChart"
-      },
-      "Series": {
-        "$ref": "#/$defs/Series"
-      },
-      "PieChart": {
-        "$ref": "#/$defs/PieChart"
-      },
-      "RadialChart": {
-        "$ref": "#/$defs/RadialChart"
-      },
-      "SingleStackedBarChart": {
-        "$ref": "#/$defs/SingleStackedBarChart"
-      },
-      "Slice": {
-        "$ref": "#/$defs/Slice"
-      },
-      "ScatterChart": {
-        "$ref": "#/$defs/ScatterChart"
-      },
-      "ScatterSeries": {
-        "$ref": "#/$defs/ScatterSeries"
-      },
-      "Point": {
-        "$ref": "#/$defs/Point"
-      },
-      "Form": {
-        "$ref": "#/$defs/Form"
-      },
-      "FormControl": {
-        "$ref": "#/$defs/FormControl"
-      },
-      "Label": {
-        "$ref": "#/$defs/Label"
-      },
-      "Input": {
-        "$ref": "#/$defs/Input"
-      },
-      "TextArea": {
-        "$ref": "#/$defs/TextArea"
-      },
-      "Select": {
-        "$ref": "#/$defs/Select"
-      },
-      "SelectItem": {
-        "$ref": "#/$defs/SelectItem"
-      },
-      "DatePicker": {
-        "$ref": "#/$defs/DatePicker"
-      },
-      "Slider": {
-        "$ref": "#/$defs/Slider"
-      },
-      "CheckBoxGroup": {
-        "$ref": "#/$defs/CheckBoxGroup"
-      },
-      "CheckBoxItem": {
-        "$ref": "#/$defs/CheckBoxItem"
-      },
-      "RadioGroup": {
-        "$ref": "#/$defs/RadioGroup"
-      },
-      "RadioItem": {
-        "$ref": "#/$defs/RadioItem"
-      },
-      "SwitchGroup": {
-        "$ref": "#/$defs/SwitchGroup"
-      },
-      "SwitchItem": {
-        "$ref": "#/$defs/SwitchItem"
-      },
-      "Button": {
-        "$ref": "#/$defs/Button"
-      },
-      "Buttons": {
-        "$ref": "#/$defs/Buttons"
-      },
-      "ListBlock": {
-        "$ref": "#/$defs/ListBlock"
-      },
-      "ListItem": {
-        "$ref": "#/$defs/ListItem"
-      },
-      "FollowUpBlock": {
-        "$ref": "#/$defs/FollowUpBlock"
-      },
-      "FollowUpItem": {
-        "$ref": "#/$defs/FollowUpItem"
-      },
-      "SectionBlock": {
-        "$ref": "#/$defs/SectionBlock"
-      },
-      "SectionItem": {
-        "$ref": "#/$defs/SectionItem"
-      },
-      "Tabs": {
-        "$ref": "#/$defs/Tabs"
-      },
-      "TabItem": {
-        "$ref": "#/$defs/TabItem"
-      },
-      "Accordion": {
-        "$ref": "#/$defs/Accordion"
-      },
-      "AccordionItem": {
-        "$ref": "#/$defs/AccordionItem"
-      },
-      "Steps": {
-        "$ref": "#/$defs/Steps"
-      },
-      "StepsItem": {
-        "$ref": "#/$defs/StepsItem"
-      },
-      "Carousel": {
-        "$ref": "#/$defs/Carousel"
-      },
-      "TagBlock": {
-        "$ref": "#/$defs/TagBlock"
-      },
-      "Tag": {
-        "$ref": "#/$defs/Tag"
-      }
-    },
-    "required": [
-      "Card",
-      "CardHeader",
-      "TextContent",
-      "MarkDownRenderer",
-      "Callout",
-      "TextCallout",
-      "Image",
-      "ImageBlock",
-      "ImageGallery",
-      "CodeBlock",
-      "Separator",
-      "Table",
-      "Col",
-      "BarChart",
-      "LineChart",
-      "AreaChart",
-      "RadarChart",
-      "HorizontalBarChart",
-      "Series",
-      "PieChart",
-      "RadialChart",
-      "SingleStackedBarChart",
-      "Slice",
-      "ScatterChart",
-      "ScatterSeries",
-      "Point",
-      "Form",
-      "FormControl",
-      "Label",
-      "Input",
-      "TextArea",
-      "Select",
-      "SelectItem",
-      "DatePicker",
-      "Slider",
-      "CheckBoxGroup",
-      "CheckBoxItem",
-      "RadioGroup",
-      "RadioItem",
-      "SwitchGroup",
-      "SwitchItem",
-      "Button",
-      "Buttons",
-      "ListBlock",
-      "ListItem",
-      "FollowUpBlock",
-      "FollowUpItem",
-      "SectionBlock",
-      "SectionItem",
-      "Tabs",
-      "TabItem",
-      "Accordion",
-      "AccordionItem",
-      "Steps",
-      "StepsItem",
-      "Carousel",
-      "TagBlock",
-      "Tag"
-    ],
-    "additionalProperties": false,
-    "$defs": {
-      "Card": {
-        "type": "object",
-        "properties": {
-          "children": {
-            "type": "array",
-            "items": {
-              "anyOf": [
-                {
-                  "$ref": "#/$defs/TextContent"
-                },
-                {
-                  "$ref": "#/$defs/MarkDownRenderer"
-                },
-                {
-                  "$ref": "#/$defs/CardHeader"
-                },
-                {
-                  "$ref": "#/$defs/Callout"
-                },
-                {
-                  "$ref": "#/$defs/TextCallout"
-                },
-                {
-                  "$ref": "#/$defs/CodeBlock"
-                },
-                {
-                  "$ref": "#/$defs/Image"
-                },
-                {
-                  "$ref": "#/$defs/ImageBlock"
-                },
-                {
-                  "$ref": "#/$defs/ImageGallery"
-                },
-                {
-                  "$ref": "#/$defs/Separator"
-                },
-                {
-                  "$ref": "#/$defs/HorizontalBarChart"
-                },
-                {
-                  "$ref": "#/$defs/RadarChart"
-                },
-                {
-                  "$ref": "#/$defs/PieChart"
-                },
-                {
-                  "$ref": "#/$defs/RadialChart"
-                },
-                {
-                  "$ref": "#/$defs/SingleStackedBarChart"
-                },
-                {
-                  "$ref": "#/$defs/ScatterChart"
-                },
-                {
-                  "$ref": "#/$defs/AreaChart"
-                },
-                {
-                  "$ref": "#/$defs/BarChart"
-                },
-                {
-                  "$ref": "#/$defs/LineChart"
-                },
-                {
-                  "$ref": "#/$defs/Table"
-                },
-                {
-                  "$ref": "#/$defs/TagBlock"
-                },
-                {
-                  "$ref": "#/$defs/Form"
-                },
-                {
-                  "$ref": "#/$defs/Buttons"
-                },
-                {
-                  "$ref": "#/$defs/Steps"
-                },
-                {
-                  "$ref": "#/$defs/ListBlock"
-                },
-                {
-                  "$ref": "#/$defs/FollowUpBlock"
-                },
-                {
-                  "$ref": "#/$defs/SectionBlock"
-                },
-                {
-                  "$ref": "#/$defs/Tabs"
-                },
-                {
-                  "$ref": "#/$defs/Carousel"
-                }
-              ]
-            }
-          }
-        },
-        "required": [
-          "children"
-        ],
-        "additionalProperties": false,
-        "id": "Card",
-        "description": "Vertical container for all content in a chat response. Children stack top to bottom automatically."
-      },
-      "TextContent": {
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string"
-          },
-          "size": {
-            "type": "string",
-            "enum": [
-              "small",
-              "default",
-              "large",
-              "small-heavy",
-              "large-heavy"
-            ]
-          }
-        },
-        "required": [
-          "text"
-        ],
-        "additionalProperties": false,
-        "id": "TextContent",
-        "description": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\"."
-      },
-      "MarkDownRenderer": {
-        "type": "object",
-        "properties": {
-          "textMarkdown": {
-            "type": "string"
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "clear",
-              "card",
-              "sunk"
-            ]
-          }
-        },
-        "required": [
-          "textMarkdown"
-        ],
-        "additionalProperties": false,
-        "id": "MarkDownRenderer",
-        "description": "Renders markdown text with optional container variant"
-      },
-      "CardHeader": {
-        "type": "object",
-        "properties": {
-          "title": {
-            "type": "string"
-          },
-          "subtitle": {
-            "type": "string"
-          }
-        },
-        "additionalProperties": false,
-        "id": "CardHeader",
-        "description": "Header with optional title and subtitle"
-      },
-      "Callout": {
-        "type": "object",
-        "properties": {
-          "variant": {
-            "type": "string",
-            "enum": [
-              "info",
-              "warning",
-              "error",
-              "success",
-              "neutral"
-            ]
-          },
-          "title": {
-            "type": "string"
-          },
-          "description": {
-            "type": "string"
-          },
-          "visible": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "variant",
-          "title",
-          "description"
-        ],
-        "additionalProperties": false,
-        "id": "Callout",
-        "description": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false."
-      },
-      "TextCallout": {
-        "type": "object",
-        "properties": {
-          "variant": {
-            "type": "string",
-            "enum": [
-              "neutral",
-              "info",
-              "warning",
-              "success",
-              "danger"
-            ]
-          },
-          "title": {
-            "type": "string"
-          },
-          "description": {
-            "type": "string"
-          }
-        },
-        "additionalProperties": false,
-        "id": "TextCallout",
-        "description": "Text callout with variant, title, and description"
-      },
-      "CodeBlock": {
-        "type": "object",
-        "properties": {
-          "language": {
-            "type": "string"
-          },
-          "codeString": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "language",
-          "codeString"
-        ],
-        "additionalProperties": false,
-        "id": "CodeBlock",
-        "description": "Syntax-highlighted code block"
-      },
-      "Image": {
-        "type": "object",
-        "properties": {
-          "alt": {
-            "type": "string"
-          },
-          "src": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "alt"
-        ],
-        "additionalProperties": false,
-        "id": "Image",
-        "description": "Image with alt text and optional URL"
-      },
-      "ImageBlock": {
-        "type": "object",
-        "properties": {
-          "src": {
-            "type": "string"
-          },
-          "alt": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "src"
-        ],
-        "additionalProperties": false,
-        "id": "ImageBlock",
-        "description": "Image block with loading state"
-      },
-      "ImageGallery": {
-        "type": "object",
-        "properties": {
-          "images": {
-            "type": "array",
-            "items": {
-              "type": "object",
-              "properties": {
-                "src": {
-                  "type": "string"
-                },
-                "alt": {
-                  "type": "string"
-                },
-                "details": {
-                  "type": "string"
-                }
-              },
-              "required": [
-                "src"
-              ],
-              "additionalProperties": false
-            }
-          }
-        },
-        "required": [
-          "images"
-        ],
-        "additionalProperties": false,
-        "id": "ImageGallery",
-        "description": "Gallery grid of images with modal preview"
-      },
-      "Separator": {
-        "type": "object",
-        "properties": {
-          "orientation": {
-            "type": "string",
-            "enum": [
-              "horizontal",
-              "vertical"
-            ]
-          },
-          "decorative": {
-            "type": "boolean"
-          }
-        },
-        "additionalProperties": false,
-        "id": "Separator",
-        "description": "Visual divider between content sections"
-      },
-      "HorizontalBarChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "series": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Series"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "grouped",
-              "stacked"
-            ]
-          },
-          "xLabel": {
-            "type": "string"
-          },
-          "yLabel": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "labels",
-          "series"
-        ],
-        "additionalProperties": false,
-        "id": "HorizontalBarChart",
-        "description": "Horizontal bars; prefer when category labels are long or for ranked lists"
-      },
-      "Series": {
-        "type": "object",
-        "properties": {
-          "category": {
-            "type": "string"
-          },
-          "values": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          }
-        },
-        "required": [
-          "category",
-          "values"
-        ],
-        "additionalProperties": false,
-        "id": "Series",
-        "description": "One data series"
-      },
-      "RadarChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "series": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Series"
-            }
-          }
-        },
-        "required": [
-          "labels",
-          "series"
-        ],
-        "additionalProperties": false,
-        "id": "RadarChart",
-        "description": "Spider/web chart; use for comparing multiple variables across one or more entities"
-      },
-      "PieChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "values": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "pie",
-              "donut"
-            ]
-          },
-          "appearance": {
-            "type": "string",
-            "enum": [
-              "circular",
-              "semiCircular"
-            ]
-          }
-        },
-        "required": [
-          "labels",
-          "values"
-        ],
-        "additionalProperties": false,
-        "id": "PieChart",
-        "description": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)"
-      },
-      "RadialChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "values": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          }
-        },
-        "required": [
-          "labels",
-          "values"
-        ],
-        "additionalProperties": false,
-        "id": "RadialChart",
-        "description": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)"
-      },
-      "SingleStackedBarChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "values": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          }
-        },
-        "required": [
-          "labels",
-          "values"
-        ],
-        "additionalProperties": false,
-        "id": "SingleStackedBarChart",
-        "description": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)"
-      },
-      "ScatterChart": {
-        "type": "object",
-        "properties": {
-          "datasets": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/ScatterSeries"
-            }
-          },
-          "xLabel": {
-            "type": "string"
-          },
-          "yLabel": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "datasets"
-        ],
-        "additionalProperties": false,
-        "id": "ScatterChart",
-        "description": "X/Y scatter plot; use for correlations, distributions, and clustering"
-      },
-      "ScatterSeries": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "points": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Point"
-            }
-          }
-        },
-        "required": [
-          "name",
-          "points"
-        ],
-        "additionalProperties": false,
-        "id": "ScatterSeries",
-        "description": "Named dataset"
-      },
-      "Point": {
-        "type": "object",
-        "properties": {
-          "x": {
-            "type": "number"
-          },
-          "y": {
-            "type": "number"
-          },
-          "z": {
-            "type": "number"
-          }
-        },
-        "required": [
-          "x",
-          "y"
-        ],
-        "additionalProperties": false,
-        "id": "Point",
-        "description": "Data point with numeric coordinates"
-      },
-      "AreaChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "series": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Series"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "linear",
-              "natural",
-              "step"
-            ]
-          },
-          "xLabel": {
-            "type": "string"
-          },
-          "yLabel": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "labels",
-          "series"
-        ],
-        "additionalProperties": false,
-        "id": "AreaChart",
-        "description": "Filled area under lines; use for cumulative totals or volume trends over time"
-      },
-      "BarChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "series": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Series"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "grouped",
-              "stacked"
-            ]
-          },
-          "xLabel": {
-            "type": "string"
-          },
-          "yLabel": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "labels",
-          "series"
-        ],
-        "additionalProperties": false,
-        "id": "BarChart",
-        "description": "Vertical bars; use for comparing values across categories with one or more series"
-      },
-      "LineChart": {
-        "type": "object",
-        "properties": {
-          "labels": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          },
-          "series": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Series"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "linear",
-              "natural",
-              "step"
-            ]
-          },
-          "xLabel": {
-            "type": "string"
-          },
-          "yLabel": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "labels",
-          "series"
-        ],
-        "additionalProperties": false,
-        "id": "LineChart",
-        "description": "Lines over categories; use for trends and continuous data over time"
-      },
-      "Table": {
-        "type": "object",
-        "properties": {
-          "columns": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Col"
-            }
-          }
-        },
-        "required": [
-          "columns"
-        ],
-        "additionalProperties": false,
-        "id": "Table",
-        "description": "Data table — column-oriented. Each Col holds its own data array."
-      },
-      "Col": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "data": {},
-          "type": {
-            "type": "string",
-            "enum": [
-              "string",
-              "number",
-              "action"
-            ]
-          }
-        },
-        "required": [
-          "label",
-          "data"
-        ],
-        "additionalProperties": false,
-        "id": "Col",
-        "description": "Column definition — holds label + data array"
-      },
-      "TagBlock": {
-        "type": "object",
-        "properties": {
-          "tags": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            }
-          }
-        },
-        "required": [
-          "tags"
-        ],
-        "additionalProperties": false,
-        "id": "TagBlock",
-        "description": "tags is an array of strings"
-      },
-      "Form": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "buttons": {
-            "$ref": "#/$defs/Buttons"
-          },
-          "fields": {
-            "default": [],
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/FormControl"
-            }
-          }
-        },
-        "required": [
-          "name",
-          "buttons",
-          "fields"
-        ],
-        "additionalProperties": false,
-        "id": "Form",
-        "description": "Form container with fields and explicit action buttons"
-      },
-      "Buttons": {
-        "type": "object",
-        "properties": {
-          "buttons": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/Button"
-            }
-          },
-          "direction": {
-            "type": "string",
-            "enum": [
-              "row",
-              "column"
-            ]
-          }
-        },
-        "required": [
-          "buttons"
-        ],
-        "additionalProperties": false,
-        "id": "Buttons",
-        "description": "Group of Button components. direction: \"row\" (default) | \"column\"."
-      },
-      "Button": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "action": {},
-          "variant": {
-            "type": "string",
-            "enum": [
-              "primary",
-              "secondary",
-              "tertiary"
-            ]
-          },
-          "type": {
-            "type": "string",
-            "enum": [
-              "normal",
-              "destructive"
-            ]
-          },
-          "size": {
-            "type": "string",
-            "enum": [
-              "extra-small",
-              "small",
-              "medium",
-              "large"
-            ]
-          }
-        },
-        "required": [
-          "label"
-        ],
-        "additionalProperties": false,
-        "id": "Button",
-        "description": "Clickable button"
-      },
-      "FormControl": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "input": {
-            "anyOf": [
-              {
-                "$ref": "#/$defs/Input"
-              },
-              {
-                "$ref": "#/$defs/TextArea"
-              },
-              {
-                "$ref": "#/$defs/Select"
-              },
-              {
-                "$ref": "#/$defs/DatePicker"
-              },
-              {
-                "$ref": "#/$defs/Slider"
-              },
-              {
-                "$ref": "#/$defs/CheckBoxGroup"
-              },
-              {
-                "$ref": "#/$defs/RadioGroup"
-              }
-            ]
-          },
-          "hint": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "label",
-          "input"
-        ],
-        "additionalProperties": false,
-        "id": "FormControl",
-        "description": "Field with label, input component, and optional hint text"
-      },
-      "Input": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "placeholder": {
-            "type": "string"
-          },
-          "type": {
-            "type": "string",
-            "enum": [
-              "text",
-              "email",
-              "password",
-              "number",
-              "url"
-            ]
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "name"
-        ],
-        "additionalProperties": false,
-        "id": "Input"
-      },
-      "TextArea": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "placeholder": {
-            "type": "string"
-          },
-          "rows": {
-            "type": "number"
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "name"
-        ],
-        "additionalProperties": false,
-        "id": "TextArea"
-      },
-      "Select": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/SelectItem"
-            }
-          },
-          "placeholder": {
-            "type": "string"
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "string"
-          },
-          "size": {
-            "type": "string",
-            "enum": [
-              "small",
-              "medium",
-              "large"
-            ]
-          }
-        },
-        "required": [
-          "name",
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "Select"
-      },
-      "SelectItem": {
-        "type": "object",
-        "properties": {
-          "value": {
-            "type": "string"
-          },
-          "label": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "value",
-          "label"
-        ],
-        "additionalProperties": false,
-        "id": "SelectItem",
-        "description": "Option for Select"
-      },
-      "DatePicker": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "mode": {
-            "type": "string",
-            "enum": [
-              "single",
-              "range"
-            ]
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {}
-        },
-        "required": [
-          "name"
-        ],
-        "additionalProperties": false,
-        "id": "DatePicker"
-      },
-      "Slider": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "continuous",
-              "discrete"
-            ]
-          },
-          "min": {
-            "type": "number"
-          },
-          "max": {
-            "type": "number"
-          },
-          "step": {
-            "type": "number"
-          },
-          "defaultValue": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          },
-          "label": {
-            "type": "string"
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "array",
-            "items": {
-              "type": "number"
-            }
-          }
-        },
-        "required": [
-          "name",
-          "variant",
-          "min",
-          "max"
-        ],
-        "additionalProperties": false,
-        "id": "Slider",
-        "description": "Numeric slider input; supports continuous and discrete (stepped) variants"
-      },
-      "CheckBoxGroup": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/CheckBoxItem"
-            }
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "object",
-            "propertyNames": {
-              "type": "string"
-            },
-            "additionalProperties": {
-              "type": "boolean"
-            }
-          }
-        },
-        "required": [
-          "name",
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "CheckBoxGroup"
-      },
-      "CheckBoxItem": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "description": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          },
-          "defaultChecked": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "label",
-          "description",
-          "name"
-        ],
-        "additionalProperties": false,
-        "id": "CheckBoxItem"
-      },
-      "RadioGroup": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/RadioItem"
-            }
-          },
-          "defaultValue": {
-            "type": "string"
-          },
-          "rules": {
-            "type": "object",
-            "properties": {
-              "required": {
-                "type": "boolean"
-              },
-              "email": {
-                "type": "boolean"
-              },
-              "url": {
-                "type": "boolean"
-              },
-              "numeric": {
-                "type": "boolean"
-              },
-              "min": {
-                "type": "number"
-              },
-              "max": {
-                "type": "number"
-              },
-              "minLength": {
-                "type": "number"
-              },
-              "maxLength": {
-                "type": "number"
-              },
-              "pattern": {
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "value": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "name",
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "RadioGroup"
-      },
-      "RadioItem": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "description": {
-            "type": "string"
-          },
-          "value": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "label",
-          "description",
-          "value"
-        ],
-        "additionalProperties": false,
-        "id": "RadioItem"
-      },
-      "Steps": {
-        "type": "object",
-        "properties": {
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/StepsItem"
-            }
-          }
-        },
-        "required": [
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "Steps",
-        "description": "Step-by-step guide"
-      },
-      "StepsItem": {
-        "type": "object",
-        "properties": {
-          "title": {
-            "type": "string"
-          },
-          "details": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "title",
-          "details"
-        ],
-        "additionalProperties": false,
-        "id": "StepsItem",
-        "description": "title and details text for one step"
-      },
-      "ListBlock": {
-        "type": "object",
-        "properties": {
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/ListItem"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "number",
-              "image"
-            ]
-          }
-        },
-        "required": [
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "ListBlock",
-        "description": "A list of items with number or image indicators. Each item can optionally have an action."
-      },
-      "ListItem": {
-        "type": "object",
-        "properties": {
-          "title": {
-            "type": "string"
-          },
-          "subtitle": {
-            "type": "string"
-          },
-          "image": {
-            "type": "object",
-            "properties": {
-              "src": {
-                "type": "string"
-              },
-              "alt": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "src",
-              "alt"
-            ],
-            "additionalProperties": false
-          },
-          "actionLabel": {
-            "type": "string"
-          },
-          "action": {}
-        },
-        "required": [
-          "title"
-        ],
-        "additionalProperties": false,
-        "id": "ListItem",
-        "description": "Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable."
-      },
-      "FollowUpBlock": {
-        "type": "object",
-        "properties": {
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/FollowUpItem"
-            }
-          }
-        },
-        "required": [
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "FollowUpBlock",
-        "description": "List of clickable follow-up suggestions placed at the end of a response"
-      },
-      "FollowUpItem": {
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "text"
-        ],
-        "additionalProperties": false,
-        "id": "FollowUpItem",
-        "description": "Clickable follow-up suggestion — when clicked, sends text as user message"
-      },
-      "SectionBlock": {
-        "type": "object",
-        "properties": {
-          "sections": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/SectionItem"
-            }
-          },
-          "isFoldable": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "sections"
-        ],
-        "additionalProperties": false,
-        "id": "SectionBlock",
-        "description": "Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section."
-      },
-      "SectionItem": {
-        "type": "object",
-        "properties": {
-          "value": {
-            "type": "string"
-          },
-          "trigger": {
-            "type": "string"
-          },
-          "content": {
-            "type": "array",
-            "items": {
-              "anyOf": [
-                {
-                  "$ref": "#/$defs/TextContent"
-                },
-                {
-                  "$ref": "#/$defs/MarkDownRenderer"
-                },
-                {
-                  "$ref": "#/$defs/CardHeader"
-                },
-                {
-                  "$ref": "#/$defs/Callout"
-                },
-                {
-                  "$ref": "#/$defs/TextCallout"
-                },
-                {
-                  "$ref": "#/$defs/CodeBlock"
-                },
-                {
-                  "$ref": "#/$defs/Image"
-                },
-                {
-                  "$ref": "#/$defs/ImageBlock"
-                },
-                {
-                  "$ref": "#/$defs/ImageGallery"
-                },
-                {
-                  "$ref": "#/$defs/Separator"
-                },
-                {
-                  "$ref": "#/$defs/HorizontalBarChart"
-                },
-                {
-                  "$ref": "#/$defs/RadarChart"
-                },
-                {
-                  "$ref": "#/$defs/PieChart"
-                },
-                {
-                  "$ref": "#/$defs/RadialChart"
-                },
-                {
-                  "$ref": "#/$defs/SingleStackedBarChart"
-                },
-                {
-                  "$ref": "#/$defs/ScatterChart"
-                },
-                {
-                  "$ref": "#/$defs/AreaChart"
-                },
-                {
-                  "$ref": "#/$defs/BarChart"
-                },
-                {
-                  "$ref": "#/$defs/LineChart"
-                },
-                {
-                  "$ref": "#/$defs/Table"
-                },
-                {
-                  "$ref": "#/$defs/TagBlock"
-                },
-                {
-                  "$ref": "#/$defs/Form"
-                },
-                {
-                  "$ref": "#/$defs/Buttons"
-                },
-                {
-                  "$ref": "#/$defs/Steps"
-                },
-                {
-                  "$ref": "#/$defs/ListBlock"
-                },
-                {
-                  "$ref": "#/$defs/FollowUpBlock"
-                }
-              ]
-            }
-          }
-        },
-        "required": [
-          "value",
-          "trigger",
-          "content"
-        ],
-        "additionalProperties": false,
-        "id": "SectionItem",
-        "description": "Section with a label and collapsible content — used inside SectionBlock"
-      },
-      "Tabs": {
-        "type": "object",
-        "properties": {
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/TabItem"
-            }
-          }
-        },
-        "required": [
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "Tabs",
-        "description": "Tabbed container"
-      },
-      "TabItem": {
-        "type": "object",
-        "properties": {
-          "value": {
-            "type": "string"
-          },
-          "trigger": {
-            "type": "string"
-          },
-          "content": {
-            "type": "array",
-            "items": {
-              "anyOf": [
-                {
-                  "$ref": "#/$defs/TextContent"
-                },
-                {
-                  "$ref": "#/$defs/MarkDownRenderer"
-                },
-                {
-                  "$ref": "#/$defs/CardHeader"
-                },
-                {
-                  "$ref": "#/$defs/Callout"
-                },
-                {
-                  "$ref": "#/$defs/TextCallout"
-                },
-                {
-                  "$ref": "#/$defs/CodeBlock"
-                },
-                {
-                  "$ref": "#/$defs/Image"
-                },
-                {
-                  "$ref": "#/$defs/ImageBlock"
-                },
-                {
-                  "$ref": "#/$defs/ImageGallery"
-                },
-                {
-                  "$ref": "#/$defs/Separator"
-                },
-                {
-                  "$ref": "#/$defs/HorizontalBarChart"
-                },
-                {
-                  "$ref": "#/$defs/RadarChart"
-                },
-                {
-                  "$ref": "#/$defs/PieChart"
-                },
-                {
-                  "$ref": "#/$defs/RadialChart"
-                },
-                {
-                  "$ref": "#/$defs/SingleStackedBarChart"
-                },
-                {
-                  "$ref": "#/$defs/ScatterChart"
-                },
-                {
-                  "$ref": "#/$defs/AreaChart"
-                },
-                {
-                  "$ref": "#/$defs/BarChart"
-                },
-                {
-                  "$ref": "#/$defs/LineChart"
-                },
-                {
-                  "$ref": "#/$defs/Table"
-                },
-                {
-                  "$ref": "#/$defs/TagBlock"
-                },
-                {
-                  "$ref": "#/$defs/Form"
-                },
-                {
-                  "$ref": "#/$defs/Buttons"
-                },
-                {
-                  "$ref": "#/$defs/Steps"
-                }
-              ]
-            }
-          }
-        },
-        "required": [
-          "value",
-          "trigger",
-          "content"
-        ],
-        "additionalProperties": false,
-        "id": "TabItem",
-        "description": "value is unique id, trigger is tab label, content is array of components"
-      },
-      "Carousel": {
-        "type": "object",
-        "properties": {
-          "children": {
-            "type": "array",
-            "items": {
-              "type": "array",
-              "items": {
-                "anyOf": [
-                  {
-                    "$ref": "#/$defs/TextContent"
-                  },
-                  {
-                    "$ref": "#/$defs/MarkDownRenderer"
-                  },
-                  {
-                    "$ref": "#/$defs/CardHeader"
-                  },
-                  {
-                    "$ref": "#/$defs/Callout"
-                  },
-                  {
-                    "$ref": "#/$defs/TextCallout"
-                  },
-                  {
-                    "$ref": "#/$defs/CodeBlock"
-                  },
-                  {
-                    "$ref": "#/$defs/Image"
-                  },
-                  {
-                    "$ref": "#/$defs/ImageBlock"
-                  },
-                  {
-                    "$ref": "#/$defs/ImageGallery"
-                  },
-                  {
-                    "$ref": "#/$defs/Separator"
-                  },
-                  {
-                    "$ref": "#/$defs/HorizontalBarChart"
-                  },
-                  {
-                    "$ref": "#/$defs/RadarChart"
-                  },
-                  {
-                    "$ref": "#/$defs/PieChart"
-                  },
-                  {
-                    "$ref": "#/$defs/RadialChart"
-                  },
-                  {
-                    "$ref": "#/$defs/SingleStackedBarChart"
-                  },
-                  {
-                    "$ref": "#/$defs/ScatterChart"
-                  },
-                  {
-                    "$ref": "#/$defs/AreaChart"
-                  },
-                  {
-                    "$ref": "#/$defs/BarChart"
-                  },
-                  {
-                    "$ref": "#/$defs/LineChart"
-                  },
-                  {
-                    "$ref": "#/$defs/Table"
-                  },
-                  {
-                    "$ref": "#/$defs/TagBlock"
-                  },
-                  {
-                    "$ref": "#/$defs/Form"
-                  },
-                  {
-                    "$ref": "#/$defs/Buttons"
-                  },
-                  {
-                    "$ref": "#/$defs/Steps"
-                  }
-                ]
-              }
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "card",
-              "sunk"
-            ]
-          }
-        },
-        "required": [
-          "children"
-        ],
-        "additionalProperties": false,
-        "id": "Carousel",
-        "description": "Horizontal scrollable carousel"
-      },
-      "Slice": {
-        "type": "object",
-        "properties": {
-          "category": {
-            "type": "string"
-          },
-          "value": {
-            "type": "number"
-          }
-        },
-        "required": [
-          "category",
-          "value"
-        ],
-        "additionalProperties": false,
-        "id": "Slice",
-        "description": "One slice with label and numeric value"
-      },
-      "Label": {
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "text"
-        ],
-        "additionalProperties": false,
-        "id": "Label",
-        "description": "Text label"
-      },
-      "SwitchGroup": {
-        "type": "object",
-        "properties": {
-          "name": {
-            "type": "string"
-          },
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/SwitchItem"
-            }
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "clear",
-              "card",
-              "sunk"
-            ]
-          },
-          "value": {
-            "type": "object",
-            "propertyNames": {
-              "type": "string"
-            },
-            "additionalProperties": {
-              "type": "boolean"
-            }
-          }
-        },
-        "required": [
-          "name",
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "SwitchGroup",
-        "description": "Group of switch toggles"
-      },
-      "SwitchItem": {
-        "type": "object",
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "description": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          },
-          "defaultChecked": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "name"
-        ],
-        "additionalProperties": false,
-        "id": "SwitchItem",
-        "description": "Individual switch toggle"
-      },
-      "Accordion": {
-        "type": "object",
-        "properties": {
-          "items": {
-            "type": "array",
-            "items": {
-              "$ref": "#/$defs/AccordionItem"
-            }
-          }
-        },
-        "required": [
-          "items"
-        ],
-        "additionalProperties": false,
-        "id": "Accordion",
-        "description": "Collapsible sections"
-      },
-      "AccordionItem": {
-        "type": "object",
-        "properties": {
-          "value": {
-            "type": "string"
-          },
-          "trigger": {
-            "type": "string"
-          },
-          "content": {
-            "type": "array",
-            "items": {
-              "anyOf": [
-                {
-                  "$ref": "#/$defs/TextContent"
-                },
-                {
-                  "$ref": "#/$defs/MarkDownRenderer"
-                },
-                {
-                  "$ref": "#/$defs/CardHeader"
-                },
-                {
-                  "$ref": "#/$defs/Callout"
-                },
-                {
-                  "$ref": "#/$defs/TextCallout"
-                },
-                {
-                  "$ref": "#/$defs/CodeBlock"
-                },
-                {
-                  "$ref": "#/$defs/Image"
-                },
-                {
-                  "$ref": "#/$defs/ImageBlock"
-                },
-                {
-                  "$ref": "#/$defs/ImageGallery"
-                },
-                {
-                  "$ref": "#/$defs/Separator"
-                },
-                {
-                  "$ref": "#/$defs/HorizontalBarChart"
-                },
-                {
-                  "$ref": "#/$defs/RadarChart"
-                },
-                {
-                  "$ref": "#/$defs/PieChart"
-                },
-                {
-                  "$ref": "#/$defs/RadialChart"
-                },
-                {
-                  "$ref": "#/$defs/SingleStackedBarChart"
-                },
-                {
-                  "$ref": "#/$defs/ScatterChart"
-                },
-                {
-                  "$ref": "#/$defs/AreaChart"
-                },
-                {
-                  "$ref": "#/$defs/BarChart"
-                },
-                {
-                  "$ref": "#/$defs/LineChart"
-                },
-                {
-                  "$ref": "#/$defs/Table"
-                },
-                {
-                  "$ref": "#/$defs/TagBlock"
-                },
-                {
-                  "$ref": "#/$defs/Form"
-                },
-                {
-                  "$ref": "#/$defs/Buttons"
-                },
-                {
-                  "$ref": "#/$defs/Steps"
-                }
-              ]
-            }
-          }
-        },
-        "required": [
-          "value",
-          "trigger",
-          "content"
-        ],
-        "additionalProperties": false,
-        "id": "AccordionItem",
-        "description": "value is unique id, trigger is section title"
-      },
-      "Tag": {
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string"
-          },
-          "icon": {
-            "type": "string"
-          },
-          "size": {
-            "type": "string",
-            "enum": [
-              "sm",
-              "md",
-              "lg"
-            ]
-          },
-          "variant": {
-            "type": "string",
-            "enum": [
-              "neutral",
-              "info",
-              "success",
-              "warning",
-              "danger"
-            ]
-          }
-        },
-        "required": [
-          "text"
-        ],
-        "additionalProperties": false,
-        "id": "Tag",
-        "description": "Styled tag/badge with optional icon and variant"
-      }
-    }
-  }
-}
diff --git a/examples/with-openui/openui/generated/system-prompt.txt b/examples/with-openui/openui/generated/system-prompt.txt
deleted file mode 100644
index cbd28d059..000000000
--- a/examples/with-openui/openui/generated/system-prompt.txt
+++ /dev/null
@@ -1,223 +0,0 @@
-You are an AI assistant that responds using openui-lang, a declarative UI language. Your ENTIRE response must be valid openui-lang code — no markdown, no explanations, just openui-lang.
-
-## Syntax Rules
-
-1. Each statement is on its own line: `identifier = Expression`
-2. `root` is the entry point — every program must define `root = Card(...)`
-3. Expressions are: strings ("..."), numbers, booleans (true/false), null, arrays ([...]), objects ({...}), or component calls TypeName(arg1, arg2, ...)
-4. Use references for readability: define `name = ...` on one line, then use `name` later
-5. EVERY variable (except root) MUST be referenced by at least one other variable. Unreferenced variables are silently dropped and will NOT render. Always include defined variables in their parent's children/items array.
-6. Arguments are POSITIONAL (order matters, not names). Write `Stack([children], "row", "l")` NOT `Stack([children], direction: "row", gap: "l")` — colon syntax is NOT supported and silently breaks
-7. Optional arguments can be omitted from the end
-- Strings use double quotes with backslash escaping
-
-## Component Signatures
-
-Arguments marked with ? are optional. Sub-components can be inline or referenced; prefer references for better streaming.
-Props typed `ActionExpression` accept an Action([@steps...]) expression. See the Action section for available steps (@ToAssistant, @OpenUrl).
-Props marked `$binding<type>` accept a `$variable` reference for two-way binding.
-
-### Content
-CardHeader(title?: string, subtitle?: string) — Header with optional title and subtitle
-TextContent(text: string, size?: "small" | "default" | "large" | "small-heavy" | "large-heavy") — Text block. Supports markdown. Optional size: "small" | "default" | "large" | "small-heavy" | "large-heavy".
-MarkDownRenderer(textMarkdown: string, variant?: "clear" | "card" | "sunk") — Renders markdown text with optional container variant
-Callout(variant: "info" | "warning" | "error" | "success" | "neutral", title: string, description: string, visible?: $binding<boolean>) — Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.
-TextCallout(variant?: "neutral" | "info" | "warning" | "success" | "danger", title?: string, description?: string) — Text callout with variant, title, and description
-Image(alt: string, src?: string) — Image with alt text and optional URL
-ImageBlock(src: string, alt?: string) — Image block with loading state
-ImageGallery(images: {src: string, alt?: string, details?: string}[]) — Gallery grid of images with modal preview
-CodeBlock(language: string, codeString: string) — Syntax-highlighted code block
-Separator(orientation?: "horizontal" | "vertical", decorative?: boolean) — Visual divider between content sections
-
-### Tables
-Table(columns: Col[]) — Data table — column-oriented. Each Col holds its own data array.
-Col(label: string, data: any, type?: "string" | "number" | "action") — Column definition — holds label + data array
-
-### Charts (2D)
-BarChart(labels: string[], series: Series[], variant?: "grouped" | "stacked", xLabel?: string, yLabel?: string) — Vertical bars; use for comparing values across categories with one or more series
-LineChart(labels: string[], series: Series[], variant?: "linear" | "natural" | "step", xLabel?: string, yLabel?: string) — Lines over categories; use for trends and continuous data over time
-AreaChart(labels: string[], series: Series[], variant?: "linear" | "natural" | "step", xLabel?: string, yLabel?: string) — Filled area under lines; use for cumulative totals or volume trends over time
-RadarChart(labels: string[], series: Series[]) — Spider/web chart; use for comparing multiple variables across one or more entities
-HorizontalBarChart(labels: string[], series: Series[], variant?: "grouped" | "stacked", xLabel?: string, yLabel?: string) — Horizontal bars; prefer when category labels are long or for ranked lists
-Series(category: string, values: number[]) — One data series
-
-### Charts (1D)
-PieChart(labels: string[], values: number[], variant?: "pie" | "donut", appearance?: "circular" | "semiCircular") — Circular slices; use plucked arrays: PieChart(data.categories, data.values)
-RadialChart(labels: string[], values: number[]) — Radial bars; use plucked arrays: RadialChart(data.categories, data.values)
-SingleStackedBarChart(labels: string[], values: number[]) — Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)
-Slice(category: string, value: number) — One slice with label and numeric value
-
-### Charts (Scatter)
-ScatterChart(datasets: ScatterSeries[], xLabel?: string, yLabel?: string) — X/Y scatter plot; use for correlations, distributions, and clustering
-ScatterSeries(name: string, points: Point[]) — Named dataset
-Point(x: number, y: number, z?: number) — Data point with numeric coordinates
-
-### Forms
-Form(name: string, buttons: Buttons, fields?: FormControl[]) — Form container with fields and explicit action buttons
-FormControl(label: string, input: Input | TextArea | Select | DatePicker | Slider | CheckBoxGroup | RadioGroup, hint?: string) — Field with label, input component, and optional hint text
-Label(text: string) — Text label
-Input(name: string, placeholder?: string, type?: "text" | "email" | "password" | "number" | "url", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
-TextArea(name: string, placeholder?: string, rows?: number, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
-Select(name: string, items: SelectItem[], placeholder?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>, size?: "small" | "medium" | "large")
-SelectItem(value: string, label: string) — Option for Select
-DatePicker(name: string, mode?: "single" | "range", rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<any>)
-Slider(name: string, variant: "continuous" | "discrete", min: number, max: number, step?: number, defaultValue?: number[], label?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<number[]>) — Numeric slider input; supports continuous and discrete (stepped) variants
-CheckBoxGroup(name: string, items: CheckBoxItem[], rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<Record<string, boolean>>)
-CheckBoxItem(label: string, description: string, name: string, defaultChecked?: boolean)
-RadioGroup(name: string, items: RadioItem[], defaultValue?: string, rules?: {required?: boolean, email?: boolean, url?: boolean, numeric?: boolean, min?: number, max?: number, minLength?: number, maxLength?: number, pattern?: string}, value?: $binding<string>)
-RadioItem(label: string, description: string, value: string)
-SwitchGroup(name: string, items: SwitchItem[], variant?: "clear" | "card" | "sunk", value?: $binding<Record<string, boolean>>) — Group of switch toggles
-SwitchItem(label?: string, description?: string, name: string, defaultChecked?: boolean) — Individual switch toggle
-- Define EACH FormControl as its own reference — do NOT inline all controls in one array.
-- NEVER nest Form inside Form.
-- Form requires explicit buttons. Always pass a Buttons(...) reference as the third Form argument.
-- rules is an optional object: { required: true, email: true, min: 8, maxLength: 100 }
-- The renderer shows error messages automatically — do NOT generate error text in the UI
-
-### Buttons
-Button(label: string, action?: ActionExpression, variant?: "primary" | "secondary" | "tertiary", type?: "normal" | "destructive", size?: "extra-small" | "small" | "medium" | "large") — Clickable button
-Buttons(buttons: Button[], direction?: "row" | "column") — Group of Button components. direction: "row" (default) | "column".
-
-### Lists & Follow-ups
-ListBlock(items: ListItem[], variant?: "number" | "image") — A list of items with number or image indicators. Each item can optionally have an action.
-ListItem(title: string, subtitle?: string, image?: {src: string, alt: string}, actionLabel?: string, action?: ActionExpression) — Item in a ListBlock — displays a title with an optional subtitle and image. When action is provided, the item becomes clickable.
-FollowUpBlock(items: FollowUpItem[]) — List of clickable follow-up suggestions placed at the end of a response
-FollowUpItem(text: string) — Clickable follow-up suggestion — when clicked, sends text as user message
-- Use ListBlock with ListItem references for numbered, clickable lists.
-- Use FollowUpBlock with FollowUpItem references at the end of a response to suggest next actions.
-- Clicking a ListItem or FollowUpItem sends its text to the LLM as a user message.
-- Example: list = ListBlock([item1, item2])  item1 = ListItem("Option A", "Details about A")
-
-### Sections
-SectionBlock(sections: SectionItem[], isFoldable?: boolean) — Collapsible accordion sections. Auto-opens sections as they stream in. Use SectionItem for each section.
-SectionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock)[]) — Section with a label and collapsible content — used inside SectionBlock
-- SectionBlock renders collapsible accordion sections that auto-open as they stream.
-- Each section needs a unique `value` id, a `trigger` label, and a `content` array.
-- Example: sections = SectionBlock([s1, s2])  s1 = SectionItem("intro", "Introduction", [content1])
-- Set isFoldable=false to render sections as flat headers instead of accordion.
-
-### Layout
-Tabs(items: TabItem[]) — Tabbed container
-TabItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[]) — value is unique id, trigger is tab label, content is array of components
-Accordion(items: AccordionItem[]) — Collapsible sections
-AccordionItem(value: string, trigger: string, content: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[]) — value is unique id, trigger is section title
-Steps(items: StepsItem[]) — Step-by-step guide
-StepsItem(title: string, details: string) — title and details text for one step
-Carousel(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps)[][], variant?: "card" | "sunk") — Horizontal scrollable carousel
-- Use Tabs to present alternative views — each TabItem has a value id, trigger label, and content array.
-- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])
-- IMPORTANT: Every slide in a Carousel must have the same structure — same component types in the same order.
-- For image carousels use: [[title, image, description, tags], ...] — every slide must follow this exact pattern.
-- Use real, publicly accessible image URLs (e.g. https://picsum.photos/seed/KEYWORD/800/500). Never hallucinate image URLs.
-
-### Data Display
-TagBlock(tags: string[]) — tags is an array of strings
-Tag(text: string, icon?: string, size?: "sm" | "md" | "lg", variant?: "neutral" | "info" | "success" | "warning" | "danger") — Styled tag/badge with optional icon and variant
-
-### Other
-Card(children: (TextContent | MarkDownRenderer | CardHeader | Callout | TextCallout | CodeBlock | Image | ImageBlock | ImageGallery | Separator | HorizontalBarChart | RadarChart | PieChart | RadialChart | SingleStackedBarChart | ScatterChart | AreaChart | BarChart | LineChart | Table | TagBlock | Form | Buttons | Steps | ListBlock | FollowUpBlock | SectionBlock | Tabs | Carousel)[]) — Vertical container for all content in a chat response. Children stack top to bottom automatically.
-
-## Action — Button Behavior
-
-Action([@steps...]) wires button clicks to operations. Steps are @-prefixed built-in actions. Steps execute in order.
-Buttons without an explicit Action prop automatically send their label to the assistant (equivalent to Action([@ToAssistant(label)])).
-
-Available steps:
-- @ToAssistant("message") — Send a message to the assistant (for conversational buttons like "Tell me more", "Explain this")
-- @OpenUrl("https://...") — Navigate to a URL
-
-Example — simple nav:
-```
-viewBtn = Button("View", Action([@OpenUrl("https://example.com")]))
-```
-
-- Action can be assigned to a variable or inlined: Button("Go", onSubmit) and Button("Go", Action([...])) both work
-
-## Hoisting & Streaming (CRITICAL)
-
-openui-lang supports hoisting: a reference can be used BEFORE it is defined. The parser resolves all references after the full input is parsed.
-
-During streaming, the output is re-parsed on every chunk. Undefined references are temporarily unresolved and appear once their definitions stream in. This creates a progressive top-down reveal — structure first, then data fills in.
-
-**Recommended statement order for optimal streaming:**
-1. `root = Card(...)` — UI shell appears immediately
-2. Component definitions — fill in as they stream
-3. Data values — leaf content last
-
-Always write the root = Card(...) statement first so the UI shell appears immediately, even before child data has streamed in.
-
-## Examples
-
-Example 1 — Table with follow-ups:
-
-root = Card([title, tbl, followUps])
-title = TextContent("Top Languages", "large-heavy")
-tbl = Table([Col("Language", langs), Col("Users (M)", users), Col("Year", years)])
-langs = ["Python", "JavaScript", "Java"]
-users = [15.7, 14.2, 12.1]
-years = [1991, 1995, 1995]
-followUps = FollowUpBlock([fu1, fu2])
-fu1 = FollowUpItem("Tell me more about Python")
-fu2 = FollowUpItem("Show me a JavaScript comparison")
-
-Example 2 — Clickable list:
-
-root = Card([title, list])
-title = TextContent("Choose a topic", "large-heavy")
-list = ListBlock([item1, item2, item3])
-item1 = ListItem("Getting started", "New to the platform? Start here.")
-item2 = ListItem("Advanced features", "Deep dives into powerful capabilities.")
-item3 = ListItem("Troubleshooting", "Common issues and how to fix them.")
-
-Example 3 — Image carousel with consistent slides + follow-ups:
-
-root = Card([header, carousel, followups])
-header = CardHeader("Featured Destinations", "Discover highlights and best time to visit")
-carousel = Carousel([[t1, img1, d1, tags1], [t2, img2, d2, tags2], [t3, img3, d3, tags3]], "card")
-t1 = TextContent("Paris, France", "large-heavy")
-img1 = ImageBlock("https://picsum.photos/seed/paris/800/500", "Eiffel Tower at night")
-d1 = TextContent("City of light — best Apr–Jun and Sep–Oct.", "default")
-tags1 = TagBlock(["Landmark", "City Break", "Culture"])
-t2 = TextContent("Kyoto, Japan", "large-heavy")
-img2 = ImageBlock("https://picsum.photos/seed/kyoto/800/500", "Bamboo grove in Arashiyama")
-d2 = TextContent("Temples and bamboo groves — best Mar–Apr and Nov.", "default")
-tags2 = TagBlock(["Temples", "Autumn", "Culture"])
-t3 = TextContent("Machu Picchu, Peru", "large-heavy")
-img3 = ImageBlock("https://picsum.photos/seed/machupicchu/800/500", "Inca citadel in the clouds")
-d3 = TextContent("High-altitude Inca citadel — best May–Sep.", "default")
-tags3 = TagBlock(["Andes", "Hike", "UNESCO"])
-followups = FollowUpBlock([fu1, fu2])
-fu1 = FollowUpItem("Show me only beach destinations")
-fu2 = FollowUpItem("Turn this into a comparison table")
-
-Example 4 — Form with validation:
-
-root = Card([title, form])
-title = TextContent("Contact Us", "large-heavy")
-form = Form("contact", btns, [nameField, emailField, msgField])
-nameField = FormControl("Name", Input("name", "Your name", "text", { required: true, minLength: 2 }))
-emailField = FormControl("Email", Input("email", "you@example.com", "email", { required: true, email: true }))
-msgField = FormControl("Message", TextArea("message", "Tell us more...", 4, { required: true, minLength: 10 }))
-btns = Buttons([Button("Submit", Action([@ToAssistant("Submit")]), "primary")])
-
-## Important Rules
-- When asked about data, generate realistic/plausible data
-- Choose components that best represent the content (tables for comparisons, charts for trends, forms for input, etc.)
-
-## Final Verification
-Before finishing, walk your output and verify:
-1. root = Card(...) is the FIRST line (for optimal streaming).
-2. Every referenced name is defined. Every defined name (other than root) is reachable from root.
-
-- Every response is a single Card(children) — children stack vertically automatically. No layout params are needed on Card.
-- Card is the only layout container. Do NOT use Stack. Use Tabs to switch between sections, Carousel for horizontal scroll.
-- Use FollowUpBlock at the END of a Card to suggest what the user can do or ask next.
-- Use ListBlock when presenting a set of options or steps the user can click to select.
-- Use SectionBlock to group long responses into collapsible sections — good for reports, FAQs, and structured content.
-- Use SectionItem inside SectionBlock: each item needs a unique value id, a trigger (header label), and a content array.
-- Carousel takes an array of slides, where each slide is an array of content: carousel = Carousel([[t1, img1], [t2, img2]])
-- IMPORTANT: Every slide in a Carousel must use the same component structure in the same order — e.g. all slides: [title, image, description, tags].
-- For image carousels, always use real accessible URLs like https://picsum.photos/seed/KEYWORD/800/500. Never hallucinate or invent image URLs.
-- For forms, define one FormControl reference per field so controls can stream progressively.
-- For forms, always provide the second Form argument with Buttons(...) actions: Form(name, buttons, fields).
-- Never nest Form inside Form.

From 4d678febb65365cdfd62b3793eb19a82a5bb6683 Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 17:05:54 +0530
Subject: [PATCH 3/6] fix(examples): harden OpenUI chat sessions

---
 examples/with-openui/.gitignore               |  4 +-
 examples/with-openui/README.md                | 10 ++--
 examples/with-openui/app/api/chat/route.ts    | 28 +++++++----
 examples/with-openui/lib/chat-session.test.ts | 40 ++++++++++++++++
 examples/with-openui/lib/chat-session.ts      | 47 +++++++++++++++++++
 5 files changed, 114 insertions(+), 15 deletions(-)
 create mode 100644 examples/with-openui/lib/chat-session.test.ts
 create mode 100644 examples/with-openui/lib/chat-session.ts

diff --git a/examples/with-openui/.gitignore b/examples/with-openui/.gitignore
index 8d2370db3..5b770e5d4 100644
--- a/examples/with-openui/.gitignore
+++ b/examples/with-openui/.gitignore
@@ -3,7 +3,7 @@
 /out
 /coverage
 /openui/generated
-/.env
-/.env.local
+/.env*
+!/.env.example
 *.tsbuildinfo
 next-env.d.ts
diff --git a/examples/with-openui/README.md b/examples/with-openui/README.md
index d121030b1..fd7512c90 100644
--- a/examples/with-openui/README.md
+++ b/examples/with-openui/README.md
@@ -50,6 +50,7 @@ data/nyc-2025-housing-supply-report.pdf
 
 AgentInterface user/action
   -> POST /api/chat with the full thread and threadId
+  -> HttpOnly anonymous visitor cookie + server-derived conversation ID
   -> VoltAgent Agent.streamText()
   -> NycHousingPdfRetriever vector search
   -> retrieved page context injected by VoltAgent
@@ -91,9 +92,12 @@ To use a different source of truth:
 
 For a larger or frequently changing document collection, move chunk embeddings
 to a persistent vector store and invalidate the index when documents change.
-In production, also add authentication and rate limiting to `/api/chat`, use a
-real user identifier, configure durable conversation memory, and treat uploaded
-PDF text as untrusted input.
+The demo isolates in-memory conversations with a server-generated anonymous ID
+stored in an HttpOnly cookie and hashes that identity with the client thread ID
+before calling VoltAgent. In production, replace the anonymous identity with an
+authenticated server identity, validate conversation ownership, add rate
+limiting to `/api/chat`, configure durable conversation memory, and treat
+uploaded PDF text as untrusted input.
 
 ## Acceptance prompts
 
diff --git a/examples/with-openui/app/api/chat/route.ts b/examples/with-openui/app/api/chat/route.ts
index 5f20576ef..38e5a938f 100644
--- a/examples/with-openui/app/api/chat/route.ts
+++ b/examples/with-openui/app/api/chat/route.ts
@@ -1,6 +1,7 @@
 import { readFileSync } from "node:fs";
 import { join } from "node:path";
 import { parseChatRequest } from "@/lib/chat-request";
+import { deriveConversationId, resolveAnonymousSession } from "@/lib/chat-session";
 import { createOpenUIAgent } from "@/voltagent/agent";
 import { safeStringify } from "@voltagent/internal/utils";
 import { z } from "zod";
@@ -32,9 +33,10 @@ function stopChunk(id: string) {
 export async function POST(request: Request) {
   try {
     const { messages, threadId = "openui-demo" } = parseChatRequest(await request.json());
+    const anonymousSession = resolveAnonymousSession(request.headers.get("cookie"));
     const result = await agent.streamText(messages, {
-      userId: "openui-demo-user",
-      conversationId: threadId,
+      userId: anonymousSession.userId,
+      conversationId: deriveConversationId(anonymousSession.userId, threadId),
       abortSignal: request.signal,
     });
 
@@ -52,20 +54,26 @@ export async function POST(request: Request) {
           controller.enqueue(encoder.encode("data: [DONE]\n\n"));
           controller.close();
         } catch (error) {
-          if (!request.signal.aborted) {
-            console.error("[voltagent-openui] stream failed", error);
-            controller.error(error);
+          if (request.signal.aborted) {
+            controller.close();
+            return;
           }
+
+          console.error("[voltagent-openui] stream failed", error);
+          controller.error(error);
         }
       },
     });
 
+    const headers = new Headers({
+      "Cache-Control": "no-cache, no-transform",
+      Connection: "keep-alive",
+      "Content-Type": "text/event-stream",
+    });
+    if (anonymousSession.setCookie) headers.append("Set-Cookie", anonymousSession.setCookie);
+
     return new Response(stream, {
-      headers: {
-        "Cache-Control": "no-cache, no-transform",
-        Connection: "keep-alive",
-        "Content-Type": "text/event-stream",
-      },
+      headers,
     });
   } catch (error) {
     if (error instanceof z.ZodError) {
diff --git a/examples/with-openui/lib/chat-session.test.ts b/examples/with-openui/lib/chat-session.test.ts
new file mode 100644
index 000000000..ce25cbe01
--- /dev/null
+++ b/examples/with-openui/lib/chat-session.test.ts
@@ -0,0 +1,40 @@
+import { describe, expect, it } from "vitest";
+import { anonymousUserCookie, deriveConversationId, resolveAnonymousSession } from "./chat-session";
+
+const generatedId = "123e4567-e89b-42d3-a456-426614174000";
+const existingId = "d9428888-122b-4bf0-a331-2c6f1a6a2182";
+
+describe("anonymous chat sessions", () => {
+  it("issues an HttpOnly cookie for a new anonymous visitor", () => {
+    const session = resolveAnonymousSession(null, () => generatedId);
+
+    expect(session.userId).toBe(`anonymous:${generatedId}`);
+    expect(session.setCookie).toContain(`${anonymousUserCookie}=${generatedId}`);
+    expect(session.setCookie).toContain("HttpOnly");
+    expect(session.setCookie).toContain("SameSite=Lax");
+  });
+
+  it("reuses only a valid server-issued anonymous identifier", () => {
+    const existing = resolveAnonymousSession(
+      `theme=dark; ${anonymousUserCookie}=${existingId}`,
+      () => generatedId,
+    );
+    const invalid = resolveAnonymousSession(
+      `${anonymousUserCookie}=predictable`,
+      () => generatedId,
+    );
+
+    expect(existing).toEqual({ userId: `anonymous:${existingId}`, setCookie: undefined });
+    expect(invalid.userId).toBe(`anonymous:${generatedId}`);
+    expect(invalid.setCookie).toContain(`${anonymousUserCookie}=${generatedId}`);
+  });
+
+  it("derives separate conversation IDs for each visitor and client thread", () => {
+    const first = deriveConversationId(`anonymous:${existingId}`, "thread-a");
+
+    expect(first).toBe(deriveConversationId(`anonymous:${existingId}`, "thread-a"));
+    expect(first).not.toBe(deriveConversationId(`anonymous:${generatedId}`, "thread-a"));
+    expect(first).not.toBe(deriveConversationId(`anonymous:${existingId}`, "thread-b"));
+    expect(first).not.toContain("thread-a");
+  });
+});
diff --git a/examples/with-openui/lib/chat-session.ts b/examples/with-openui/lib/chat-session.ts
new file mode 100644
index 000000000..281ec26a2
--- /dev/null
+++ b/examples/with-openui/lib/chat-session.ts
@@ -0,0 +1,47 @@
+import { createHash, randomUUID } from "node:crypto";
+
+export const anonymousUserCookie = "voltagent-openui-user";
+
+const anonymousIdPattern = /^[0-9a-f]{8}-[0-9a-f]{4}-4[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$/i;
+
+function readAnonymousId(cookieHeader: string | null) {
+  if (!cookieHeader) return undefined;
+
+  for (const cookie of cookieHeader.split(";")) {
+    const separator = cookie.indexOf("=");
+    if (separator === -1) continue;
+
+    const name = cookie.slice(0, separator).trim();
+    const value = cookie.slice(separator + 1).trim();
+    if (name === anonymousUserCookie && anonymousIdPattern.test(value)) return value;
+  }
+
+  return undefined;
+}
+
+export function resolveAnonymousSession(
+  cookieHeader: string | null,
+  generateId: () => string = randomUUID,
+) {
+  const existingId = readAnonymousId(cookieHeader);
+  const anonymousId = existingId ?? generateId();
+
+  return {
+    userId: `anonymous:${anonymousId}`,
+    setCookie: existingId
+      ? undefined
+      : `${anonymousUserCookie}=${anonymousId}; Path=/; HttpOnly; SameSite=Lax; Max-Age=31536000${
+          process.env.NODE_ENV === "production" ? "; Secure" : ""
+        }`,
+  };
+}
+
+export function deriveConversationId(userId: string, clientThreadId: string) {
+  const digest = createHash("sha256")
+    .update(userId)
+    .update("\0")
+    .update(clientThreadId)
+    .digest("hex");
+
+  return `openui:${digest}`;
+}

From 711f8e55566896e222b11f827e443a9601cf17e2 Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 17:55:01 +0530
Subject: [PATCH 4/6] fix(examples): harden OpenUI retrieval

---
 examples/with-openui/README.md                |   4 +-
 examples/with-openui/app/api/chat/route.ts    |   8 +-
 examples/with-openui/lib/chat-request.test.ts |  12 +-
 examples/with-openui/lib/chat-request.ts      |  24 ++++
 examples/with-openui/openui/library.test.ts   |  68 +++++++++++-
 examples/with-openui/voltagent/agent.ts       |   1 +
 .../voltagent/pdf-retriever.test.ts           |  27 +++++
 .../with-openui/voltagent/pdf-retriever.ts    | 104 +++++++++++-------
 8 files changed, 199 insertions(+), 49 deletions(-)

diff --git a/examples/with-openui/README.md b/examples/with-openui/README.md
index fd7512c90..284699f12 100644
--- a/examples/with-openui/README.md
+++ b/examples/with-openui/README.md
@@ -65,7 +65,9 @@ ranks chunks semantically, then expands the best matches back to their complete
 PDF pages so multi-column tables and map labels remain intact. VoltAgent injects
 those pages, the report title, and exact page numbers into the agent's prompt as
 relevant context. No vector database is required for this small,
-single-document demo.
+single-document demo. Matches below the `0.30` cosine-similarity cutoff are
+discarded; retrieval failures produce an explicit source-unavailable context so
+the agent refuses to answer from memory.
 
 `openui/library.ts` exports the same `openuiChatLibrary` used by the renderer.
 The OpenUI CLI generates `openui/generated/system-prompt.txt` from that file,
diff --git a/examples/with-openui/app/api/chat/route.ts b/examples/with-openui/app/api/chat/route.ts
index 38e5a938f..8508cb7cc 100644
--- a/examples/with-openui/app/api/chat/route.ts
+++ b/examples/with-openui/app/api/chat/route.ts
@@ -1,10 +1,9 @@
 import { readFileSync } from "node:fs";
 import { join } from "node:path";
-import { parseChatRequest } from "@/lib/chat-request";
+import { InvalidChatRequestError, parseChatRequestBody } from "@/lib/chat-request";
 import { deriveConversationId, resolveAnonymousSession } from "@/lib/chat-session";
 import { createOpenUIAgent } from "@/voltagent/agent";
 import { safeStringify } from "@voltagent/internal/utils";
-import { z } from "zod";
 
 export const runtime = "nodejs";
 
@@ -32,7 +31,7 @@ function stopChunk(id: string) {
 
 export async function POST(request: Request) {
   try {
-    const { messages, threadId = "openui-demo" } = parseChatRequest(await request.json());
+    const { messages, threadId = "openui-demo" } = await parseChatRequestBody(request);
     const anonymousSession = resolveAnonymousSession(request.headers.get("cookie"));
     const result = await agent.streamText(messages, {
       userId: anonymousSession.userId,
@@ -55,7 +54,6 @@ export async function POST(request: Request) {
           controller.close();
         } catch (error) {
           if (request.signal.aborted) {
-            controller.close();
             return;
           }
 
@@ -76,7 +74,7 @@ export async function POST(request: Request) {
       headers,
     });
   } catch (error) {
-    if (error instanceof z.ZodError) {
+    if (error instanceof InvalidChatRequestError) {
       return Response.json({ error: "Invalid chat request" }, { status: 400 });
     }
 
diff --git a/examples/with-openui/lib/chat-request.test.ts b/examples/with-openui/lib/chat-request.test.ts
index ccf4237ae..7ea20707e 100644
--- a/examples/with-openui/lib/chat-request.test.ts
+++ b/examples/with-openui/lib/chat-request.test.ts
@@ -1,5 +1,5 @@
 import { describe, expect, it } from "vitest";
-import { parseChatRequest } from "./chat-request";
+import { InvalidChatRequestError, parseChatRequest, parseChatRequestBody } from "./chat-request";
 
 describe("parseChatRequest", () => {
   it("preserves a follow-up action as the next VoltAgent user turn", () => {
@@ -26,4 +26,14 @@ describe("parseChatRequest", () => {
     expect(result.messages[0]?.content).toContain("Vacancy rates");
     expect(result.messages[0]?.content).toContain("Compare borough differences");
   });
+
+  it("rejects malformed JSON as an invalid chat request", async () => {
+    const request = new Request("http://localhost/api/chat", {
+      method: "POST",
+      body: "{",
+      headers: { "Content-Type": "application/json" },
+    });
+
+    await expect(parseChatRequestBody(request)).rejects.toBeInstanceOf(InvalidChatRequestError);
+  });
 });
diff --git a/examples/with-openui/lib/chat-request.ts b/examples/with-openui/lib/chat-request.ts
index f6a497563..9d9e017e2 100644
--- a/examples/with-openui/lib/chat-request.ts
+++ b/examples/with-openui/lib/chat-request.ts
@@ -12,6 +12,30 @@ const chatRequestSchema = z.object({
 
 export type ChatMessage = z.infer<typeof chatMessageSchema>;
 
+export class InvalidChatRequestError extends Error {
+  override name = "InvalidChatRequestError";
+}
+
 export function parseChatRequest(input: unknown) {
   return chatRequestSchema.parse(input);
 }
+
+export async function parseChatRequestBody(request: Request) {
+  let input: unknown;
+
+  try {
+    input = await request.json();
+  } catch {
+    throw new InvalidChatRequestError("Request body must be valid JSON");
+  }
+
+  try {
+    return parseChatRequest(input);
+  } catch (error) {
+    if (error instanceof z.ZodError) {
+      throw new InvalidChatRequestError("Request body does not match the chat schema");
+    }
+
+    throw error;
+  }
+}
diff --git a/examples/with-openui/openui/library.test.ts b/examples/with-openui/openui/library.test.ts
index 21d613a52..a6a2782d5 100644
--- a/examples/with-openui/openui/library.test.ts
+++ b/examples/with-openui/openui/library.test.ts
@@ -1,7 +1,13 @@
-import { createParser } from "@openuidev/react-lang";
+import { type ElementNode, type ParseResult, createParser } from "@openuidev/react-lang";
 import { describe, expect, it } from "vitest";
 import { library } from "./library";
 
+function rootChildren(result: ParseResult): ElementNode[] {
+  expect(result.root?.typeName).toBe("Card");
+  expect(result.root?.props.children).toBeInstanceOf(Array);
+  return result.root?.props.children as ElementNode[];
+}
+
 describe("OpenUI chat library", () => {
   it("parses a chart response with follow-up actions", () => {
     const response = `root = Card([title, chart, followUps])
@@ -17,6 +23,15 @@ vacancy = FollowUpItem("Show borough vacancy rates")`;
 
     expect(result.meta.errors).toEqual([]);
     expect(result.meta.unresolved).toEqual([]);
+    const children = rootChildren(result);
+    expect(children.map((child) => child.typeName)).toEqual([
+      "TextContent",
+      "BarChart",
+      "FollowUpBlock",
+    ]);
+    const chartSeries = children[1]?.props.series as ElementNode[];
+    expect(chartSeries[0]?.typeName).toBe("Series");
+    expect(chartSeries[0]?.props.values).toEqual([3125, 6588, 2347, 3240, 326]);
   });
 
   it("parses a compact housing dashboard without a narrative paragraph", () => {
@@ -39,6 +54,7 @@ vacancy = FollowUpItem("Show borough vacancy rates")`;
 
     expect(result.meta.errors).toEqual([]);
     expect(result.meta.unresolved).toEqual([]);
+    expect(rootChildren(result).at(-1)?.typeName).toBe("FollowUpBlock");
   });
 
   it("parses a grounded permit-impact follow-up", () => {
@@ -58,5 +74,55 @@ vacancy = FollowUpItem("Show the latest vacancy signals")`;
 
     expect(result.meta.errors).toEqual([]);
     expect(result.meta.unresolved).toEqual([]);
+    expect(rootChildren(result).at(-1)?.typeName).toBe("FollowUpBlock");
+  });
+
+  it("parses a validated form with a ToAssistant action", () => {
+    const response = `root = Card([title, form, followUps])
+title = TextContent("Housing analysis", "large-heavy")
+form = Form("housingAnalysis", buttons, [focusArea, audience, notes])
+focusArea = FormControl("Focus area", Input("focusArea", "Vacancy rates", "text", {required: true}))
+audience = FormControl("Audience", Input("audience", "City planners", "text", {required: true}))
+notes = FormControl("Notes", TextArea("notes", "Compare borough differences", 3))
+buttons = Buttons([analyze])
+analyze = Button("Analyze", Action([@ToAssistant("Analyze the submitted housing focus for the specified audience using exact PDF facts and page citations")]), "primary")
+followUps = FollowUpBlock([vacancy, permits])
+vacancy = FollowUpItem("Show borough vacancy rates")
+permits = FollowUpItem("Compare permits by borough")`;
+
+    const result = createParser(library.toJSONSchema()).parse(response);
+
+    expect(result.meta.errors).toEqual([]);
+    expect(result.meta.unresolved).toEqual([]);
+    const children = rootChildren(result);
+    expect(children.map((child) => child.typeName)).toEqual([
+      "TextContent",
+      "Form",
+      "FollowUpBlock",
+    ]);
+    const form = children[1];
+    const buttons = form?.props.buttons as ElementNode;
+    const button = (buttons.props.buttons as ElementNode[])[0];
+    expect(button?.props.action).toEqual({
+      args: [
+        {
+          els: [
+            {
+              args: [
+                {
+                  k: "Str",
+                  v: "Analyze the submitted housing focus for the specified audience using exact PDF facts and page citations",
+                },
+              ],
+              k: "Comp",
+              name: "ToAssistant",
+            },
+          ],
+          k: "Arr",
+        },
+      ],
+      k: "Comp",
+      name: "Action",
+    });
   });
 });
diff --git a/examples/with-openui/voltagent/agent.ts b/examples/with-openui/voltagent/agent.ts
index 16d7e113e..4d2e3903b 100644
--- a/examples/with-openui/voltagent/agent.ts
+++ b/examples/with-openui/voltagent/agent.ts
@@ -14,6 +14,7 @@ VoltAgent/OpenUI example rules:
 - Assign each OpenUI identifier exactly once. Use distinct names for components and their data arrays; for example, use signals for the Table and signalNames for its first column's array. Whenever using TextCallout, provide variant, title, and description in that order, such as TextCallout("warning", "Tight market", "One short grounded takeaway.").
 - Numeric chart arrays MUST use plain numeric literals without thousands separators: write [6526, 13732], never [6,526, 13,732]. Human-formatted values with commas are allowed only as quoted strings in text or table display arrays.
 - Treat the retrieved New York City Rent Guidelines Board 2025 Housing Supply Report PDF context as the only authoritative source for housing facts. Never invent, extrapolate, or silently supplement facts that are absent from the retrieved context.
+- If Relevant Context says retrieval is unavailable or that no relevant content was found, do not provide any housing fact. Return a compact Card explaining that the official report could not answer the request and ask the user to retry or ask a report-related question.
 - Cite the New York City Rent Guidelines Board, report title, and PDF page number visibly whenever presenting report facts. If the report does not contain the answer, say so plainly. Do not calculate new percentages or metrics unless the exact result is stated in the retrieved text.
 - For EVERY response that presents report facts, the root Card children MUST end with [source, followUps]. Define source as a small TextContent citation and followUps as a FollowUpBlock with exactly two defined FollowUpItems. This rule also applies after follow-up clicks and form submissions.
 - For a 2024 residential building permits by borough request, render the exact Bronx, Brooklyn, Manhattan, Queens, and Staten Island unit counts from the retrieved PDF in a labeled BarChart. Use dwelling units as the unit and preserve the report's borough order.
diff --git a/examples/with-openui/voltagent/pdf-retriever.test.ts b/examples/with-openui/voltagent/pdf-retriever.test.ts
index cd95b8687..9de4226f0 100644
--- a/examples/with-openui/voltagent/pdf-retriever.test.ts
+++ b/examples/with-openui/voltagent/pdf-retriever.test.ts
@@ -1,4 +1,5 @@
 import { join } from "node:path";
+import type { BaseMessage } from "@voltagent/core";
 import { describe, expect, it } from "vitest";
 import {
   extractPdfPages,
@@ -37,6 +38,15 @@ describe("NYC housing PDF retrieval", () => {
     expect(ranked[0]?.score).toBeGreaterThan(0.99);
   });
 
+  it("drops chunks below the calibrated similarity threshold", () => {
+    const ranked = rankPdfChunks(
+      [1, 0],
+      [{ content: "Unrelated page", embedding: [0, 1], id: "page-1", pageNumber: 1 }],
+    );
+
+    expect(ranked).toEqual([]);
+  });
+
   it("prioritizes submitted form values in an action query", () => {
     const query = extractRetrievalQuery(
       '<content>Analyze the submitted housing focus</content><context>["User clicked: Analyze the submitted housing focus",{"housingAnalysis":{"focusArea":"Vacancy rates","audience":"City planners","notes":"Compare borough differences"}}]</context>',
@@ -55,4 +65,21 @@ describe("NYC housing PDF retrieval", () => {
     expect(query).not.toContain("City planners");
     expect(query).not.toContain("]]>openui:");
   });
+
+  it("normalizes OpenUI action envelopes in array message content", () => {
+    const query = extractRetrievalQuery([
+      {
+        role: "user",
+        content: [
+          {
+            type: "text",
+            text: ']]>openui:content\nAnalyze the submitted housing focus\n]]>openui:context\n["User clicked: Analyze",{"housingAnalysis":{"focusArea":{"value":"Vacancy rates"},"notes":{"value":"Compare borough differences"}}}]',
+          },
+        ],
+      },
+    ] as BaseMessage[]);
+
+    expect(query).toBe("Vacancy rates Compare borough differences");
+    expect(query).not.toContain("]]>openui:");
+  });
 });
diff --git a/examples/with-openui/voltagent/pdf-retriever.ts b/examples/with-openui/voltagent/pdf-retriever.ts
index e65dba6ec..737af3ed3 100644
--- a/examples/with-openui/voltagent/pdf-retriever.ts
+++ b/examples/with-openui/voltagent/pdf-retriever.ts
@@ -16,6 +16,7 @@ const defaultReportPath = join(process.cwd(), "data", reportFilename);
 const defaultEmbeddingModel = "text-embedding-3-small";
 const defaultResultCount = 4;
 const defaultPageCount = 3;
+const defaultMinimumSimilarity = 0.3;
 
 export type PdfPage = {
   pageNumber: number;
@@ -57,12 +58,14 @@ export function rankPdfChunks(
   queryEmbedding: number[],
   chunks: EmbeddedPdfChunk[],
   resultCount = defaultResultCount,
+  minimumSimilarity = defaultMinimumSimilarity,
 ): RankedPdfChunk[] {
   return chunks
     .map((chunk) => ({
       ...chunk,
       score: cosineSimilarity(queryEmbedding, chunk.embedding),
     }))
+    .filter((chunk) => chunk.score >= minimumSimilarity)
     .sort((left, right) => right.score - left.score)
     .slice(0, resultCount);
 }
@@ -178,19 +181,29 @@ export function extractRetrievalQuery(input: string | BaseMessage[]): string {
     return normalizeActionQuery(lastUserMessage.content);
   }
 
-  return lastUserMessage.content
-    .filter(
-      (part): part is Extract<(typeof lastUserMessage.content)[number], { type: "text" }> =>
-        part.type === "text",
-    )
-    .map((part) => part.text)
-    .join(" ")
-    .trim();
+  return normalizeActionQuery(
+    lastUserMessage.content
+      .filter(
+        (part): part is Extract<(typeof lastUserMessage.content)[number], { type: "text" }> =>
+          part.type === "text",
+      )
+      .map((part) => part.text)
+      .join(" ")
+      .trim(),
+  );
+}
+
+function formatRetrievalFailure(): string {
+  return [
+    "Retrieval status: unavailable.",
+    `The ${reportPublisher} ${reportTitle} could not be searched.`,
+    "Do not provide housing facts from memory or another source. Ask the user to retry.",
+  ].join(" ");
 }
 
 function formatRetrievedContext(pages: PdfPage[]): string {
   if (pages.length === 0) {
-    return `No relevant content was found in the ${reportPublisher} ${reportTitle}.`;
+    return `No relevant content was found in the ${reportPublisher} ${reportTitle}. Do not answer with housing facts from memory or another source.`;
   }
 
   return pages
@@ -262,43 +275,52 @@ export class NycHousingPdfRetriever extends BaseRetriever {
       return `No query was provided for the ${reportTitle}.`;
     }
 
-    const [{ embedding: queryEmbedding }, index] = await Promise.all([
-      embed({
-        model: openai.embedding(process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel),
-        value: query,
-      }),
-      this.getIndex(),
-    ]);
-    const rankedChunks = rankPdfChunks(queryEmbedding, index.chunks);
-    const pageNumbers = [...new Set(rankedChunks.map((chunk) => chunk.pageNumber))].slice(
-      0,
-      defaultPageCount,
-    );
-    const retrievedPages = pageNumbers.flatMap((pageNumber) =>
-      index.pages.filter((page) => page.pageNumber === pageNumber),
-    );
-
-    options.context?.set(
-      "rag.references",
-      pageNumbers.map((pageNumber) => ({
-        id: `${reportFilename}#page=${pageNumber}`,
-        pageNumber,
-        source: reportSourceUrl,
-        title: reportTitle,
-      })),
-    );
-    options.logger?.info("Retrieved context from the NYC housing report PDF", {
-      pageNumbers,
-      queryLength: query.length,
-      resultCount: rankedChunks.length,
-    });
-
-    return formatRetrievedContext(retrievedPages);
+    try {
+      const [{ embedding: queryEmbedding }, index] = await Promise.all([
+        embed({
+          model: openai.embedding(process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel),
+          value: query,
+        }),
+        this.getIndex(),
+      ]);
+      const rankedChunks = rankPdfChunks(queryEmbedding, index.chunks);
+      const pageNumbers = [...new Set(rankedChunks.map((chunk) => chunk.pageNumber))].slice(
+        0,
+        defaultPageCount,
+      );
+      const retrievedPages = pageNumbers.flatMap((pageNumber) =>
+        index.pages.filter((page) => page.pageNumber === pageNumber),
+      );
+
+      options.context?.set(
+        "rag.references",
+        pageNumbers.map((pageNumber) => ({
+          id: `${reportFilename}#page=${pageNumber}`,
+          pageNumber,
+          source: reportSourceUrl,
+          title: reportTitle,
+        })),
+      );
+      options.logger?.info("Retrieved context from the NYC housing report PDF", {
+        pageNumbers,
+        queryLength: query.length,
+        resultCount: rankedChunks.length,
+      });
+
+      return formatRetrievedContext(retrievedPages);
+    } catch (error) {
+      options.context?.set("rag.references", []);
+      options.logger?.error("Unable to retrieve context from the NYC housing report PDF", {
+        error: error instanceof Error ? error.message : String(error),
+      });
+      return formatRetrievalFailure();
+    }
   }
 
   getObservabilityAttributes(): Record<string, unknown> {
     return {
       "rag.embedding_model": process.env.VOLTAGENT_EMBEDDING_MODEL || defaultEmbeddingModel,
+      "rag.minimum_similarity": defaultMinimumSimilarity,
       "rag.publisher": reportPublisher,
       "rag.source": reportFilename,
       "rag.source_url": reportSourceUrl,

From 0b6eba25f7ade3abc73acaf9a2079c92fa908b20 Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 18:05:40 +0530
Subject: [PATCH 5/6] fix(examples): limit OpenUI chat requests

---
 examples/with-openui/lib/chat-request.test.ts | 37 +++++++++++++++-
 examples/with-openui/lib/chat-request.ts      | 42 ++++++++++++++++++-
 2 files changed, 76 insertions(+), 3 deletions(-)

diff --git a/examples/with-openui/lib/chat-request.test.ts b/examples/with-openui/lib/chat-request.test.ts
index 7ea20707e..e00e45294 100644
--- a/examples/with-openui/lib/chat-request.test.ts
+++ b/examples/with-openui/lib/chat-request.test.ts
@@ -1,5 +1,10 @@
 import { describe, expect, it } from "vitest";
-import { InvalidChatRequestError, parseChatRequest, parseChatRequestBody } from "./chat-request";
+import {
+  InvalidChatRequestError,
+  MAX_CHAT_REQUEST_BYTES,
+  parseChatRequest,
+  parseChatRequestBody,
+} from "./chat-request";
 
 describe("parseChatRequest", () => {
   it("preserves a follow-up action as the next VoltAgent user turn", () => {
@@ -36,4 +41,34 @@ describe("parseChatRequest", () => {
 
     await expect(parseChatRequestBody(request)).rejects.toBeInstanceOf(InvalidChatRequestError);
   });
+
+  it("rejects a declared oversized body before reading it", async () => {
+    const request = new Request("http://localhost/api/chat", {
+      method: "POST",
+      body: "{}",
+      headers: { "Content-Length": String(MAX_CHAT_REQUEST_BYTES + 1) },
+    });
+
+    await expect(parseChatRequestBody(request)).rejects.toBeInstanceOf(InvalidChatRequestError);
+    expect(request.bodyUsed).toBe(false);
+  });
+
+  it("stops reading a chunked body when it exceeds the byte limit", async () => {
+    const chunk = new Uint8Array(256 * 1024);
+    let chunksRead = 0;
+    const body = new ReadableStream({
+      pull(controller) {
+        chunksRead += 1;
+        controller.enqueue(chunk);
+      },
+    });
+    const request = new Request("http://localhost/api/chat", {
+      method: "POST",
+      body,
+      duplex: "half",
+    } as RequestInit & { duplex: "half" });
+
+    await expect(parseChatRequestBody(request)).rejects.toBeInstanceOf(InvalidChatRequestError);
+    expect(chunksRead).toBe(5);
+  });
 });
diff --git a/examples/with-openui/lib/chat-request.ts b/examples/with-openui/lib/chat-request.ts
index 9d9e017e2..29b318888 100644
--- a/examples/with-openui/lib/chat-request.ts
+++ b/examples/with-openui/lib/chat-request.ts
@@ -1,5 +1,7 @@
 import { z } from "zod";
 
+export const MAX_CHAT_REQUEST_BYTES = 1024 * 1024;
+
 const chatMessageSchema = z.object({
   role: z.enum(["user", "assistant"]),
   content: z.string().max(100_000),
@@ -20,12 +22,48 @@ export function parseChatRequest(input: unknown) {
   return chatRequestSchema.parse(input);
 }
 
+async function readRequestBody(request: Request) {
+  const declaredLength = Number(request.headers.get("content-length"));
+  if (Number.isFinite(declaredLength) && declaredLength > MAX_CHAT_REQUEST_BYTES) {
+    throw new InvalidChatRequestError("Request body exceeds the size limit");
+  }
+
+  const reader = request.body?.getReader();
+  if (!reader) return "";
+
+  const chunks: Uint8Array[] = [];
+  let totalBytes = 0;
+
+  while (true) {
+    const { done, value } = await reader.read();
+    if (done) break;
+
+    totalBytes += value.byteLength;
+    if (totalBytes > MAX_CHAT_REQUEST_BYTES) {
+      await reader.cancel().catch(() => undefined);
+      throw new InvalidChatRequestError("Request body exceeds the size limit");
+    }
+
+    chunks.push(value);
+  }
+
+  const body = new Uint8Array(totalBytes);
+  let offset = 0;
+  for (const chunk of chunks) {
+    body.set(chunk, offset);
+    offset += chunk.byteLength;
+  }
+
+  return new TextDecoder().decode(body);
+}
+
 export async function parseChatRequestBody(request: Request) {
   let input: unknown;
 
   try {
-    input = await request.json();
-  } catch {
+    input = JSON.parse(await readRequestBody(request));
+  } catch (error) {
+    if (error instanceof InvalidChatRequestError) throw error;
     throw new InvalidChatRequestError("Request body must be valid JSON");
   }
 

From cf440c33d945351a0c5297b065ab3f7f2d40978e Mon Sep 17 00:00:00 2001
From: Visharad Kashyap <154831195+vishxrad@users.noreply.github.com>
Date: Tue, 18 Aug 2026 18:12:18 +0530
Subject: [PATCH 6/6] test(examples): assert stream cancellation

---
 examples/with-openui/lib/chat-request.test.ts | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/examples/with-openui/lib/chat-request.test.ts b/examples/with-openui/lib/chat-request.test.ts
index e00e45294..917aa47e5 100644
--- a/examples/with-openui/lib/chat-request.test.ts
+++ b/examples/with-openui/lib/chat-request.test.ts
@@ -55,12 +55,14 @@ describe("parseChatRequest", () => {
 
   it("stops reading a chunked body when it exceeds the byte limit", async () => {
     const chunk = new Uint8Array(256 * 1024);
-    let chunksRead = 0;
+    let streamWasCanceled = false;
     const body = new ReadableStream({
       pull(controller) {
-        chunksRead += 1;
         controller.enqueue(chunk);
       },
+      cancel() {
+        streamWasCanceled = true;
+      },
     });
     const request = new Request("http://localhost/api/chat", {
       method: "POST",
@@ -69,6 +71,6 @@ describe("parseChatRequest", () => {
     } as RequestInit & { duplex: "half" });
 
     await expect(parseChatRequestBody(request)).rejects.toBeInstanceOf(InvalidChatRequestError);
-    expect(chunksRead).toBe(5);
+    expect(streamWasCanceled).toBe(true);
   });
 });