MAJOR: Added a GUI app for simulations

.gitignore

@@ -46,6 +46,12 @@ Thumbs.db
 
 # Database
 omnia.db
+*.db
+*.db-journal
+*.db-wal
+*.db-shm
+**/data/*.db
+data/
 
 # Environment Files
 .env

apps/gui/next-env.d.ts

@@ -0,0 +1,6 @@
+/// <reference types="next" />
+/// <reference types="next/image-types/global" />
+import "./.next/types/routes.d.ts";
+
+// NOTE: This file should not be edited
+// see https://nextjs.org/docs/app/api-reference/config/typescript for more information.

apps/gui/next.config.ts

@@ -0,0 +1,30 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {
+  transpilePackages: [
+    "@omnia/core",
+    "@omnia/llm",
+    "@omnia/intent",
+    "@omnia/architect",
+    "@omnia/actor",
+    "@omnia/memory",
+    "@omnia/spatial",
+    "@omnia/scenario",
+  ],
+  serverExternalPackages: ["better-sqlite3"],
+  allowedDevOrigins: ["192.168.0.18", "localhost", "127.0.0.1"],
+  experimental: {
+    serverActions: {
+      allowedOrigins: [
+        "192.168.0.18:3000",
+        "192.168.0.18:3001",
+        "192.168.0.18:3002",
+        "localhost:3000",
+        "localhost:3001",
+        "localhost:3002",
+      ],
+    },
+  },
+};
+
+export default nextConfig;

apps/gui/package.json

@@ -0,0 +1,32 @@
+{
+  "name": "@omnia/gui",
+  "version": "0.0.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "next lint"
+  },
+  "dependencies": {
+    "@omnia/core": "workspace:*",
+    "@omnia/llm": "workspace:*",
+    "@omnia/intent": "workspace:*",
+    "@omnia/architect": "workspace:*",
+    "@omnia/actor": "workspace:*",
+    "@omnia/memory": "workspace:*",
+    "@omnia/spatial": "workspace:*",
+    "@omnia/scenario": "workspace:*",
+    "dotenv": "^17.4.2",
+    "next": "^16.2.10",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0"
+  },
+  "devDependencies": {
+    "@types/node": "^26.1.0",
+    "@types/react": "^19.2.0",
+    "@types/react-dom": "^19.2.0",
+    "typescript": "^6.0.3"
+  }
+}

apps/gui/src/app/config/page.tsx

@@ -0,0 +1,221 @@
+"use client";
+
+import { useEffect, useState } from "react";
+import { getConfigStatus } from "@/app/play/actions";
+
+interface ConfigStatus {
+  apiKeySet: boolean;
+  apiKeyPreview: string;
+  model: string;
+  availableScenarios: { path: string; name: string }[];
+}
+
+export default function ConfigPage() {
+  const [config, setConfig] = useState<ConfigStatus | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState("");
+
+  useEffect(() => {
+    let cancelled = false;
+
+    async function load() {
+      setLoading(true);
+      setError("");
+      try {
+        const result = await getConfigStatus();
+        if (!cancelled) {
+          setConfig(result);
+        }
+      } catch (err) {
+        if (!cancelled) {
+          setError(err instanceof Error ? err.message : String(err));
+        }
+      } finally {
+        if (!cancelled) {
+          setLoading(false);
+        }
+      }
+    }
+
+    load();
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+
+  return (
+    <div className="config-page">
+      <h1>Configuration</h1>
+
+      {loading && <p>Loading configuration...</p>}
+      {error && <div className="error-banner">{error}</div>}
+
+      {config && !loading && (
+        <>
+          <section className="config-section">
+            <h2>LLM Provider</h2>
+            <div className="config-row">
+              <span className="config-label">Provider</span>
+              <span className="config-value">Google Gemini</span>
+            </div>
+            <div className="config-row">
+              <span className="config-label">Model</span>
+              <span className="config-value">
+                <code>{config.model}</code>
+              </span>
+            </div>
+            <div className="config-row">
+              <span className="config-label">API Key</span>
+              <span
+                className={
+                  config.apiKeySet
+                    ? "config-value status-ok"
+                    : "config-value status-error"
+                }
+              >
+                {config.apiKeySet
+                  ? `✓ Set (${config.apiKeyPreview})`
+                  : "✗ NOT SET"}
+              </span>
+            </div>
+            {!config.apiKeySet && (
+              <div className="config-hint">
+                Add <code>GOOGLE_API_KEY=your_key</code> to the{" "}
+                <code>.env</code> file in the project root, then restart the
+                server.
+              </div>
+            )}
+          </section>
+
+          <section className="config-section">
+            <h2>Available Scenarios</h2>
+            {config.availableScenarios.length === 0 ? (
+              <p className="config-hint">
+                No scenarios found in{" "}
+                <code>content/demo/scenarios/</code>.
+              </p>
+            ) : (
+              <table className="scenario-table">
+                <thead>
+                  <tr>
+                    <th>Name</th>
+                    <th>Path</th>
+                  </tr>
+                </thead>
+                <tbody>
+                  {config.availableScenarios.map((s) => (
+                    <tr key={s.path}>
+                      <td>{s.name}</td>
+                      <td>
+                        <code>{s.path}</code>
+                      </td>
+                    </tr>
+                  ))}
+                </tbody>
+              </table>
+            )}
+          </section>
+
+          <section className="config-section">
+            <h2>Engine Packages</h2>
+            <p className="config-hint">
+              All <code>@omnia/*</code> workspace packages are consumed via{" "}
+              <code>transpilePackages</code> in <code>next.config.ts</code>.
+              The native <code>better-sqlite3</code> module is externalized via{" "}
+              <code>serverExternalPackages</code>.
+            </p>
+          </section>
+        </>
+      )}
+
+      <style>{`
+        .config-page {
+          max-width: 800px;
+          margin: 0 auto;
+          padding: 2rem 1rem;
+        }
+        .config-page h1 {
+          font-size: 1.5rem;
+          margin-bottom: 1.5rem;
+        }
+        .config-section {
+          margin-bottom: 2rem;
+          padding-bottom: 1.5rem;
+          border-bottom: 1px solid #e5e7eb;
+        }
+        .config-section h2 {
+          font-size: 1.125rem;
+          margin-bottom: 0.75rem;
+        }
+        .config-row {
+          display: flex;
+          justify-content: space-between;
+          padding: 0.375rem 0;
+          border-bottom: 1px solid #f3f4f6;
+        }
+        .config-label {
+          color: #555;
+          font-size: 0.875rem;
+        }
+        .config-value {
+          font-size: 0.875rem;
+        }
+        .status-ok {
+          color: #16a34a;
+        }
+        .status-error {
+          color: #dc2626;
+          font-weight: 500;
+        }
+        .config-hint {
+          margin-top: 0.75rem;
+          padding: 0.5rem 0.75rem;
+          background: #fef3c7;
+          border: 1px solid #fde68a;
+          border-radius: 4px;
+          font-size: 0.8125rem;
+          color: #92400e;
+        }
+        .config-hint code {
+          background: rgba(0,0,0,0.06);
+          padding: 0.125rem 0.25rem;
+          border-radius: 2px;
+          font-size: 0.75rem;
+        }
+        .error-banner {
+          background: #fef2f2;
+          color: #b91c1c;
+          border: 1px solid #fca5a5;
+          border-radius: 4px;
+          padding: 0.5rem 0.75rem;
+          font-size: 0.875rem;
+          margin-bottom: 1rem;
+        }
+        .scenario-table {
+          width: 100%;
+          border-collapse: collapse;
+          font-size: 0.875rem;
+        }
+        .scenario-table th {
+          text-align: left;
+          padding: 0.5rem;
+          border-bottom: 2px solid #e5e7eb;
+          color: #555;
+          font-weight: 500;
+        }
+        .scenario-table td {
+          padding: 0.5rem;
+          border-bottom: 1px solid #f3f4f6;
+        }
+        .scenario-table code {
+          font-size: 0.8125rem;
+          color: #2563eb;
+        }
+        code {
+          font-family: monospace;
+          font-size: 0.875rem;
+        }
+      `}</style>
+    </div>
+  );
+}

apps/gui/src/app/globals.css

@@ -0,0 +1,18 @@
+*,
+*::before,
+*::after {
+  box-sizing: border-box;
+  margin: 0;
+  padding: 0;
+}
+
+html {
+  font-family: system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto,
+    Oxygen, Ubuntu, Cantarell, sans-serif;
+  color: #111;
+  background: #fafafa;
+}
+
+body {
+  min-height: 100dvh;
+}

apps/gui/src/app/layout.tsx

@@ -0,0 +1,19 @@
+import type { ReactNode } from "react";
+import { NavBar } from "@/components/nav/NavBar";
+import "./globals.css";
+
+export const metadata = {
+  title: "Omnia GUI",
+  description: "Omnia Narrative Simulation Engine — Web Interface",
+};
+
+export default function RootLayout({ children }: { children: ReactNode }) {
+  return (
+    <html lang="en">
+      <body>
+        <NavBar />
+        {children}
+      </body>
+    </html>
+  );
+}

apps/gui/src/app/page.tsx

@@ -0,0 +1,63 @@
+import Link from "next/link";
+
+export default function Home() {
+  return (
+    <main className="home">
+      <h1>Omnia GUI</h1>
+      <p className="subtitle">
+        Configuration and gameplay interface for the Omnia simulation engine.
+      </p>
+      <div className="home-links">
+        <Link href="/play" className="home-card">
+          <h2>Play</h2>
+          <p>Start a simulation and interact with NPCs</p>
+        </Link>
+        <Link href="/config" className="home-card">
+          <h2>Config</h2>
+          <p>Check environment, API keys, and available scenarios</p>
+        </Link>
+      </div>
+      <style>{`
+        .home {
+          max-width: 800px;
+          margin: 0 auto;
+          padding: 3rem 1rem;
+        }
+        .home h1 {
+          font-size: 2rem;
+          margin-bottom: 0.5rem;
+        }
+        .subtitle {
+          color: #555;
+          margin-bottom: 2rem;
+        }
+        .home-links {
+          display: flex;
+          gap: 1rem;
+        }
+        .home-card {
+          flex: 1;
+          display: block;
+          padding: 1.5rem;
+          border: 1px solid #e5e7eb;
+          border-radius: 8px;
+          text-decoration: none;
+          color: inherit;
+          transition: border-color 0.15s, box-shadow 0.15s;
+        }
+        .home-card:hover {
+          border-color: #2563eb;
+          box-shadow: 0 2px 8px rgba(37, 99, 235, 0.1);
+        }
+        .home-card h2 {
+          font-size: 1.25rem;
+          margin-bottom: 0.25rem;
+        }
+        .home-card p {
+          font-size: 0.875rem;
+          color: #555;
+        }
+      `}</style>
+    </main>
+  );
+}

apps/gui/src/app/play/actions.ts

@@ -0,0 +1,231 @@
+"use server";
+
+import path from "path";
+import fs from "fs";
+import { simulationManager } from "@/lib/simulation";
+import type { SimSnapshot } from "@/lib/simulation";
+
+function resolveScenarioPath(relative: string): string {
+  const cwd = process.cwd();
+  const candidates = [
+    path.resolve(cwd, relative),
+    path.resolve(cwd, "content/demo/scenarios", relative),
+    path.resolve(cwd, "../../", relative),
+    path.resolve(cwd, "../../content/demo/scenarios", relative),
+  ];
+  for (const c of candidates) {
+    try {
+      if (fs.statSync(c).isFile()) return c;
+    } catch {
+      /* not found */
+    }
+  }
+  return path.resolve(cwd, relative);
+}
+
+type ActionResult =
+  | { ok: true; snapshot: SimSnapshot }
+  | { ok: false; error: string };
+
+export async function startSimulation(input: {
+  scenario?: string;
+  playEntity?: string;
+}): Promise<ActionResult> {
+  try {
+    const scenarioFile =
+      input.scenario || "content/demo/scenarios/talking-room.json";
+
+    const resolved = resolveScenarioPath(scenarioFile);
+    if (!fs.existsSync(resolved)) {
+      return { ok: false, error: `Scenario file not found: ${scenarioFile}` };
+    }
+
+    const snapshot = await simulationManager.create(
+      resolved,
+      input.playEntity || undefined,
+    );
+
+    if (snapshot.status === "error") {
+      return { ok: false, error: snapshot.error || "Unknown error" };
+    }
+
+    return { ok: true, snapshot };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function stepSimulation(input: {
+  simId: string;
+}): Promise<ActionResult> {
+  try {
+    if (!input.simId) {
+      return { ok: false, error: "Missing simId" };
+    }
+
+    const snapshot = await simulationManager.step(input.simId);
+
+    if (!snapshot) {
+      return { ok: false, error: "Simulation session not found" };
+    }
+
+    if (snapshot.status === "error") {
+      return { ok: false, error: snapshot.error || "Unknown error" };
+    }
+
+    return { ok: true, snapshot };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function submitPlayerAction(input: {
+  simId: string;
+  prose: string;
+}): Promise<ActionResult> {
+  try {
+    if (!input.simId || !input.prose.trim()) {
+      return { ok: false, error: "Missing simId or prose" };
+    }
+
+    const snapshot = await simulationManager.submitPlayerAction(
+      input.simId,
+      input.prose.trim(),
+    );
+
+    if (!snapshot) {
+      return { ok: false, error: "Simulation session not found" };
+    }
+
+    if (snapshot.status === "error") {
+      return { ok: false, error: snapshot.error || "Unknown error" };
+    }
+
+    return { ok: true, snapshot };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function getConfigStatus(): Promise<{
+  apiKeySet: boolean;
+  apiKeyPreview: string;
+  model: string;
+  availableScenarios: { path: string; name: string }[];
+}> {
+  const apiKey = process.env.GOOGLE_API_KEY;
+  const scenarios: { path: string; name: string }[] = [];
+
+  const cwd = process.cwd();
+  const candidates = [
+    path.resolve(cwd, "content/demo/scenarios"),
+    path.resolve(cwd, "../../content/demo/scenarios"),
+  ];
+  let scenariosDir = "";
+  for (const c of candidates) {
+    if (fs.existsSync(c) && fs.statSync(c).isDirectory()) {
+      scenariosDir = c;
+      break;
+    }
+  }
+
+  if (scenariosDir) {
+    for (const file of fs.readdirSync(scenariosDir)) {
+      if (file.endsWith(".json")) {
+        try {
+          const fullPath = path.join(scenariosDir, file);
+          const content = JSON.parse(fs.readFileSync(fullPath, "utf-8"));
+          scenarios.push({
+            path: `content/demo/scenarios/${file}`,
+            name: content.name || file,
+          });
+        } catch {
+          /* skip invalid */
+        }
+      }
+    }
+  }
+
+  return {
+    apiKeySet: !!apiKey,
+    apiKeyPreview: apiKey ? apiKey.substring(0, 10) + "..." : "NOT SET",
+    model: "gemini-2.5-flash",
+    availableScenarios: scenarios,
+  };
+}
+
+export async function listSavedSimulations(): Promise<
+  | { ok: true; sessions: SimSnapshot[] }
+  | { ok: false; error: string }
+> {
+  try {
+    const sessions = simulationManager.listSavedSessions();
+    return { ok: true, sessions };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function resumeSimulation(simId: string): Promise<ActionResult> {
+  try {
+    const snapshot = await simulationManager.load(simId);
+    if (!snapshot) {
+      return { ok: false, error: `Failed to load simulation: ${simId}` };
+    }
+    return { ok: true, snapshot };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function getScenarioEntities(scenarioPath: string): Promise<
+  | { ok: true; entities: { id: string; name: string }[] }
+  | { ok: false; error: string }
+> {
+  try {
+    const resolved = resolveScenarioPath(scenarioPath);
+    if (!fs.existsSync(resolved)) {
+      return { ok: false, error: `Scenario file not found: ${scenarioPath}` };
+    }
+    const content = JSON.parse(fs.readFileSync(resolved, "utf-8"));
+    const entities = (content.entities || []).map((e: { id: string; name?: string }) => ({
+      id: e.id,
+      name: e.name || e.id,
+    }));
+    return { ok: true, entities };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}
+
+export async function deleteSimulation(simId: string): Promise<
+  { ok: true } | { ok: false; error: string }
+> {
+  try {
+    simulationManager.deleteSession(simId);
+    return { ok: true };
+  } catch (err) {
+    return {
+      ok: false,
+      error: err instanceof Error ? err.message : String(err),
+    };
+  }
+}

apps/gui/src/app/play/page.tsx

@@ -0,0 +1,5 @@
+import { PlayView } from "@/components/play/PlayView";
+
+export default function PlayPage() {
+  return <PlayView />;
+}

apps/gui/src/components/nav/NavBar.tsx

@@ -0,0 +1,69 @@
+"use client";
+
+import Link from "next/link";
+import { usePathname } from "next/navigation";
+
+const links = [
+  { href: "/", label: "Home" },
+  { href: "/play", label: "Play" },
+  { href: "/config", label: "Config" },
+];
+
+export function NavBar() {
+  const pathname = usePathname();
+
+  return (
+    <nav className="navbar">
+      <Link href="/" className="nav-brand">
+        Omnia
+      </Link>
+      <div className="nav-links">
+        {links.map((link) => (
+          <Link
+            key={link.href}
+            href={link.href}
+            className={pathname === link.href ? "nav-link active" : "nav-link"}
+          >
+            {link.label}
+          </Link>
+        ))}
+      </div>
+      <style>{`
+        .navbar {
+          display: flex;
+          align-items: center;
+          gap: 1rem;
+          padding: 0.75rem 1rem;
+          border-bottom: 1px solid #e5e7eb;
+          background: #fff;
+        }
+        .nav-brand {
+          font-weight: 700;
+          font-size: 1rem;
+          color: #111;
+          text-decoration: none;
+        }
+        .nav-links {
+          display: flex;
+          gap: 0.5rem;
+        }
+        .nav-link {
+          padding: 0.25rem 0.75rem;
+          border-radius: 4px;
+          font-size: 0.875rem;
+          color: #555;
+          text-decoration: none;
+        }
+        .nav-link:hover {
+          background: #f3f4f6;
+          color: #111;
+        }
+        .nav-link.active {
+          background: #eff6ff;
+          color: #2563eb;
+          font-weight: 500;
+        }
+      `}</style>
+    </nav>
+  );
+}

apps/gui/src/lib/simulation-types.ts

@@ -0,0 +1,62 @@
+export interface IntentInfo {
+  type: string;
+  description: string;
+  targetIds: string[];
+  isValid?: boolean;
+  reason?: string;
+  minutesToAdvance?: number;
+}
+
+export interface LogEntry {
+  turn: number;
+  entityId: string;
+  entityName: string;
+  narrativeProse: string;
+  intents: IntentInfo[];
+  timestamp: string;
+  rawPrompt?: {
+    systemPrompt: string;
+    userContext: string;
+  };
+  usage?: {
+    inputTokens: number;
+    outputTokens: number;
+    totalTokens: number;
+  };
+  decoderPrompt?: {
+    systemPrompt: string;
+    userContext: string;
+  };
+  decoderUsage?: {
+    inputTokens: number;
+    outputTokens: number;
+    totalTokens: number;
+  };
+}
+
+export interface EntityInfo {
+  id: string;
+  name: string;
+  isPlayer: boolean;
+}
+
+export interface WaitingContext {
+  entityId: string;
+  name: string;
+  systemPrompt: string;
+  userContext: string;
+}
+
+export interface SimSnapshot {
+  id: string;
+  status: "running" | "waiting_player" | "done" | "error";
+  turn: number;
+  maxTurns: number;
+  scenarioName: string;
+  scenarioDescription: string;
+  entities: EntityInfo[];
+  log: LogEntry[];
+  entityIndex: number;
+  waitingEntity?: WaitingContext;
+  error?: string;
+}

apps/gui/src/lib/simulation.ts

@@ -0,0 +1,751 @@
+import dotenv from "dotenv";
+import Database from "better-sqlite3";
+import path from "path";
+import fs from "fs";
+import { SQLiteRepository } from "@omnia/core";
+
+// Load .env from monorepo root or apps/gui/
+const cwd = process.cwd();
+const envCandidates = [
+  path.resolve(cwd, ".env"),
+  path.resolve(cwd, "../../.env"),
+];
+for (const c of envCandidates) {
+  if (fs.existsSync(c) && fs.statSync(c).isFile()) {
+    dotenv.config({ path: c });
+    break;
+  }
+}
+
+import { BufferRepository } from "@omnia/memory";
+import { Architect, AliasDeltaGenerator } from "@omnia/architect";
+import {
+  ActorAgent,
+  ActorPromptBuilder,
+  IActorProseGenerator,
+  buildBufferEntryForIntent,
+} from "@omnia/actor";
+import { GeminiProvider } from "@omnia/llm";
+import { ScenarioLoader } from "@omnia/scenario";
+
+import type {
+  IntentInfo,
+  LogEntry,
+  EntityInfo,
+  WaitingContext,
+  SimSnapshot,
+} from "./simulation-types.js";
+
+export type { SimSnapshot, EntityInfo, LogEntry, IntentInfo, WaitingContext };
+
+class FixedProseGenerator implements IActorProseGenerator {
+  constructor(private prose: string) {}
+
+  async generate(
+    entityId: string,
+    systemPrompt: string,
+    userContext: string,
+  ): Promise<string> {
+    void entityId;
+    void systemPrompt;
+    void userContext;
+    return this.prose;
+  }
+}
+
+interface SavedState {
+  scenarioName: string;
+  scenarioDescription: string;
+  turn: number;
+  maxTurns: number;
+  entities: EntityInfo[];
+  playerEntityId: string | undefined;
+  entityIndex: number;
+  status: "running" | "waiting_player" | "done" | "error";
+  error?: string;
+  waitingEntity?: WaitingContext;
+  aliasDoneForTurn: boolean;
+  log: LogEntry[];
+}
+
+function loadSessionState(db: Database.Database, id: string): SavedState | null {
+  try {
+    db.prepare(`
+      CREATE TABLE IF NOT EXISTS gui_meta (
+        id TEXT PRIMARY KEY,
+        state_json TEXT
+      )
+    `).run();
+    const row = db.prepare(`SELECT state_json FROM gui_meta WHERE id = ?`).get(id) as { state_json: string } | undefined;
+    return row ? (JSON.parse(row.state_json) as SavedState) : null;
+  } catch {
+    return null;
+  }
+}
+
+interface SimSession {
+  db: Database.Database;
+  dbPath: string;
+  coreRepo: SQLiteRepository;
+  bufferRepo: BufferRepository;
+  worldInstanceId: string;
+  scenarioName: string;
+  scenarioDescription: string;
+  turn: number;
+  maxTurns: number;
+  entities: EntityInfo[];
+  playerEntityId: string | undefined;
+  entityIndex: number;
+  llmProvider: GeminiProvider;
+  architect: Architect;
+  aliasGenerator: AliasDeltaGenerator;
+  log: LogEntry[];
+  status: "running" | "waiting_player" | "done" | "error";
+  error?: string;
+  waitingEntity?: WaitingContext;
+  aliasDoneForTurn: boolean;
+}
+
+class SimulationManager {
+  private sessions = new Map<string, SimSession>();
+
+  async create(
+    scenarioPath: string,
+    playEntityName?: string,
+  ): Promise<SimSnapshot> {
+    const apiKey = process.env.GOOGLE_API_KEY;
+    if (!apiKey) {
+      return {
+        id: "",
+        status: "error",
+        turn: 0,
+        maxTurns: 20,
+        scenarioName: "",
+        scenarioDescription: "",
+        entities: [],
+        log: [],
+        entityIndex: 0,
+        error: "GOOGLE_API_KEY is not set. Add it to your .env file.",
+      };
+    }
+
+    const scenarioJson = JSON.parse(fs.readFileSync(scenarioPath, "utf-8"));
+    const id = `sim-${Date.now()}`;
+
+    const dbDir = path.resolve(process.cwd(), "data");
+    fs.mkdirSync(dbDir, { recursive: true });
+    const dbPath = path.join(dbDir, `${id}.db`);
+    const db = new Database(dbPath);
+    const coreRepo = new SQLiteRepository(db);
+    const bufferRepo = new BufferRepository(db);
+    const loader = new ScenarioLoader(coreRepo, bufferRepo);
+
+    const worldInstanceId = id;
+    await loader.initializeWorld(scenarioJson, worldInstanceId);
+
+    const worldState = coreRepo.loadWorldState(worldInstanceId);
+    if (!worldState) {
+      db.close();
+      return {
+        id: "",
+        status: "error",
+        turn: 0,
+        maxTurns: 20,
+        scenarioName: "",
+        scenarioDescription: "",
+        entities: [],
+        log: [],
+        entityIndex: 0,
+        error: "Failed to load world state after initialization.",
+      };
+    }
+
+    const rawEntities = Array.from(worldState.entities.values());
+    const entityInfos: EntityInfo[] = rawEntities.map((e) => ({
+      id: e.id,
+      name: (e.attributes.get("name")?.getValue() as string) || e.id,
+      isPlayer: false,
+    }));
+
+    let playerEntityId: string | undefined;
+    if (playEntityName) {
+      let matched = worldState.getEntity(playEntityName);
+      if (!matched) {
+        for (const ent of rawEntities) {
+          const nameAttr = ent.attributes.get("name")?.getValue() as
+            | string
+            | undefined;
+          if (nameAttr?.toLowerCase() === playEntityName.toLowerCase()) {
+            matched = ent;
+            break;
+          }
+        }
+      }
+      if (!matched) {
+        for (const ent of rawEntities) {
+          const nameAttr = ent.attributes.get("name")?.getValue() as
+            | string
+            | undefined;
+          if (
+            nameAttr?.toLowerCase().includes(playEntityName.toLowerCase()) ||
+            ent.id.toLowerCase().includes(playEntityName.toLowerCase())
+          ) {
+            matched = ent;
+            break;
+          }
+        }
+      }
+      if (matched) {
+        playerEntityId = matched.id;
+        const info = entityInfos.find((e) => e.id === matched.id);
+        if (info) info.isPlayer = true;
+      }
+    }
+
+    const llmProvider = new GeminiProvider(apiKey);
+    const architect = new Architect(llmProvider, coreRepo);
+    const aliasGenerator = new AliasDeltaGenerator(llmProvider);
+
+    const session: SimSession = {
+      db,
+      dbPath,
+      coreRepo,
+      bufferRepo,
+      worldInstanceId,
+      scenarioName: scenarioJson.name,
+      scenarioDescription: scenarioJson.description,
+      turn: 1,
+      maxTurns: 20,
+      entities: entityInfos,
+      playerEntityId,
+      entityIndex: 0,
+      llmProvider,
+      architect,
+      aliasGenerator,
+      log: [],
+      status: "running",
+      aliasDoneForTurn: false,
+    };
+
+    this.sessions.set(id, session);
+    return this.snapshot(session);
+  }
+
+  async step(id: string): Promise<SimSnapshot | null> {
+    const session = this.sessions.get(id);
+    if (!session) return null;
+    if (session.status !== "running") return this.snapshot(session);
+
+    try {
+      if (session.turn > session.maxTurns) {
+        session.status = "done";
+        this.save(session);
+        return this.snapshot(session);
+      }
+
+      if (!session.aliasDoneForTurn && session.entityIndex === 0) {
+        await this.runAliasResolution(session);
+        session.aliasDoneForTurn = true;
+        this.save(session);
+        return this.snapshot(session);
+      }
+
+      if (session.entityIndex >= session.entities.length) {
+        session.turn++;
+        session.entityIndex = 0;
+        session.aliasDoneForTurn = false;
+        this.save(session);
+        return this.snapshot(session);
+      }
+
+      const info = session.entities[session.entityIndex];
+
+      if (info.isPlayer) {
+        await this.preparePlayerTurn(session, info);
+        this.save(session);
+        return this.snapshot(session);
+      }
+
+      await this.processNpcTurn(session, info);
+      session.entityIndex++;
+    } catch (err) {
+      session.status = "error";
+      session.error = err instanceof Error ? err.message : String(err);
+    }
+
+    this.save(session);
+    return this.snapshot(session);
+  }
+
+  async submitPlayerAction(
+    id: string,
+    prose: string,
+  ): Promise<SimSnapshot | null> {
+    const session = this.sessions.get(id);
+    if (!session) return null;
+    if (session.status !== "waiting_player") return this.snapshot(session);
+    if (!session.waitingEntity) return this.snapshot(session);
+
+    const ctx = session.waitingEntity;
+    session.waitingEntity = undefined;
+    session.status = "running";
+
+    try {
+      const worldState = session.coreRepo.loadWorldState(
+        session.worldInstanceId,
+      );
+      if (!worldState) throw new Error("World state lost");
+
+      const entity = worldState.getEntity(ctx.entityId);
+      if (!entity) throw new Error(`Player entity "${ctx.entityId}" not found`);
+
+      const playerActor = new ActorAgent(
+        session.llmProvider,
+        session.bufferRepo,
+        20,
+        new FixedProseGenerator(prose),
+      );
+
+      const startCallIdx = session.llmProvider.lastCalls.length;
+      const result = await playerActor.act(worldState, entity);
+      const endCallIdx = session.llmProvider.lastCalls.length;
+
+      const entry: LogEntry = {
+        turn: session.turn,
+        entityId: ctx.entityId,
+        entityName: ctx.name,
+        narrativeProse: result.narrativeProse,
+        intents: [],
+        timestamp: worldState.clock.get().toISOString(),
+        rawPrompt: {
+          systemPrompt: ctx.systemPrompt,
+          userContext: ctx.userContext,
+        },
+      };
+
+      if (endCallIdx > startCallIdx) {
+        const call = session.llmProvider.lastCalls[startCallIdx];
+        entry.decoderPrompt = {
+          systemPrompt: call.systemPrompt,
+          userContext: call.userContext,
+        };
+        entry.decoderUsage = call.usage;
+      }
+
+      for (const intent of result.intents.intents) {
+        const outcome = await session.architect.processIntent(
+          worldState,
+          intent,
+        );
+        const ts = worldState.clock.get().toISOString();
+
+        entry.intents.push({
+          type: intent.type,
+          description: intent.description,
+          targetIds: intent.targetIds,
+          isValid: outcome.isValid,
+          reason: outcome.reason,
+          minutesToAdvance: outcome.timeDelta?.minutesToAdvance,
+        });
+
+        const actorEntry = buildBufferEntryForIntent(
+          intent,
+          ts,
+          entity.locationId,
+        );
+        if (intent.type === "action") {
+          actorEntry.outcome = {
+            isValid: outcome.isValid,
+            reason: outcome.reason,
+          };
+        }
+        session.bufferRepo.save(actorEntry);
+
+        if (
+          entity.locationId &&
+          (intent.type === "dialogue" || intent.type === "action")
+        ) {
+          for (const [, other] of worldState.entities) {
+            if (
+              other.id !== ctx.entityId &&
+              other.locationId === entity.locationId
+            ) {
+              const observerEntry = buildBufferEntryForIntent(
+                intent,
+                ts,
+                entity.locationId,
+              );
+              if (intent.type === "action") {
+                observerEntry.outcome = {
+                  isValid: outcome.isValid,
+                  reason: outcome.reason,
+                };
+              }
+              session.bufferRepo.save({
+                ...observerEntry,
+                ownerId: other.id,
+              });
+            }
+          }
+        }
+      }
+
+      session.log.push(entry);
+      session.coreRepo.saveWorldState(worldState);
+      session.entityIndex++;
+    } catch (err) {
+      session.status = "error";
+      session.error = err instanceof Error ? err.message : String(err);
+    }
+
+    this.save(session);
+    return this.snapshot(session);
+  }
+
+  private async preparePlayerTurn(
+    session: SimSession,
+    info: EntityInfo,
+  ): Promise<void> {
+    const worldState = session.coreRepo.loadWorldState(
+      session.worldInstanceId,
+    );
+    if (!worldState) throw new Error("World state lost");
+
+    const entity = worldState.getEntity(info.id);
+    if (!entity) throw new Error(`Entity "${info.id}" not found`);
+
+    const promptBuilder = new ActorPromptBuilder(session.bufferRepo, 20);
+    const { systemPrompt, userContext } = promptBuilder.build(
+      worldState,
+      entity,
+    );
+
+    session.waitingEntity = {
+      entityId: info.id,
+      name: info.name,
+      systemPrompt,
+      userContext,
+    };
+    session.status = "waiting_player";
+  }
+
+  private async processNpcTurn(
+    session: SimSession,
+    info: EntityInfo,
+  ): Promise<void> {
+    const worldState = session.coreRepo.loadWorldState(
+      session.worldInstanceId,
+    );
+    if (!worldState) throw new Error("World state lost");
+
+    const entity = worldState.getEntity(info.id);
+    if (!entity) throw new Error(`Entity "${info.id}" not found`);
+
+    const actor = new ActorAgent(session.llmProvider, session.bufferRepo, 20);
+    const startCallIdx = session.llmProvider.lastCalls.length;
+    const result = await actor.act(worldState, entity);
+    const endCallIdx = session.llmProvider.lastCalls.length;
+
+    const entry: LogEntry = {
+      turn: session.turn,
+      entityId: info.id,
+      entityName: info.name,
+      narrativeProse: result.narrativeProse,
+      intents: [],
+      timestamp: worldState.clock.get().toISOString(),
+    };
+
+    if (endCallIdx - startCallIdx >= 2) {
+      const actorCall = session.llmProvider.lastCalls[startCallIdx];
+      const decoderCall = session.llmProvider.lastCalls[startCallIdx + 1];
+
+      entry.rawPrompt = {
+        systemPrompt: actorCall.systemPrompt,
+        userContext: actorCall.userContext,
+      };
+      entry.usage = actorCall.usage;
+
+      entry.decoderPrompt = {
+        systemPrompt: decoderCall.systemPrompt,
+        userContext: decoderCall.userContext,
+      };
+      entry.decoderUsage = decoderCall.usage;
+    } else if (endCallIdx - startCallIdx === 1) {
+      const call = session.llmProvider.lastCalls[startCallIdx];
+      entry.rawPrompt = {
+        systemPrompt: call.systemPrompt,
+        userContext: call.userContext,
+      };
+      entry.usage = call.usage;
+    }
+
+    for (const intent of result.intents.intents) {
+      const outcome = await session.architect.processIntent(
+        worldState,
+        intent,
+      );
+      const ts = worldState.clock.get().toISOString();
+
+      entry.intents.push({
+        type: intent.type,
+        description: intent.description,
+        targetIds: intent.targetIds,
+        isValid: outcome.isValid,
+        reason: outcome.reason,
+        minutesToAdvance: outcome.timeDelta?.minutesToAdvance,
+      });
+
+      const actorEntry = buildBufferEntryForIntent(
+        intent,
+        ts,
+        entity.locationId,
+      );
+      if (intent.type === "action") {
+        actorEntry.outcome = {
+          isValid: outcome.isValid,
+          reason: outcome.reason,
+        };
+      }
+      session.bufferRepo.save(actorEntry);
+
+      if (
+        entity.locationId &&
+        (intent.type === "dialogue" || intent.type === "action")
+      ) {
+        for (const [, other] of worldState.entities) {
+          if (
+            other.id !== info.id &&
+            other.locationId === entity.locationId
+          ) {
+            const observerEntry = buildBufferEntryForIntent(
+              intent,
+              ts,
+              entity.locationId,
+            );
+            if (intent.type === "action") {
+              observerEntry.outcome = {
+                isValid: outcome.isValid,
+                reason: outcome.reason,
+              };
+            }
+            session.bufferRepo.save({ ...observerEntry, ownerId: other.id });
+          }
+        }
+      }
+    }
+
+    session.log.push(entry);
+    session.coreRepo.saveWorldState(worldState);
+  }
+
+  private async runAliasResolution(session: SimSession): Promise<void> {
+    const worldState = session.coreRepo.loadWorldState(
+      session.worldInstanceId,
+    );
+    if (!worldState) throw new Error("World state lost");
+
+    const entities = Array.from(worldState.entities.values());
+    for (const viewer of entities) {
+      if (!viewer.locationId) continue;
+      for (const target of entities) {
+        if (viewer.id === target.id) continue;
+        if (
+          target.locationId === viewer.locationId &&
+          !viewer.aliases.has(target.id)
+        ) {
+          const alias = await session.aliasGenerator.generate(viewer, target);
+          viewer.aliases.set(target.id, alias);
+          session.coreRepo.saveEntity(viewer, worldState.id);
+        }
+      }
+    }
+  }
+
+  close(id: string): void {
+    const session = this.sessions.get(id);
+    if (session) {
+      session.db.close();
+      this.sessions.delete(id);
+    }
+  }
+
+  deleteSession(id: string): void {
+    const session = this.sessions.get(id);
+    if (session) {
+      session.db.close();
+      this.sessions.delete(id);
+    }
+    const dbDir = path.resolve(process.cwd(), "data");
+    const dbPath = path.join(dbDir, `${id}.db`);
+    if (fs.existsSync(dbPath)) {
+      try {
+        fs.unlinkSync(dbPath);
+      } catch (err) {
+        console.error(`Failed to delete session file ${dbPath}:`, err);
+      }
+    }
+  }
+
+  async load(id: string): Promise<SimSnapshot | null> {
+    const active = this.sessions.get(id);
+    if (active) {
+      return this.snapshot(active);
+    }
+
+    const dbDir = path.resolve(process.cwd(), "data");
+    const dbPath = path.join(dbDir, `${id}.db`);
+    if (!fs.existsSync(dbPath)) return null;
+
+    try {
+      const db = new Database(dbPath);
+      const state = loadSessionState(db, id);
+      if (!state) {
+        db.close();
+        return null;
+      }
+
+      const apiKey = process.env.GOOGLE_API_KEY;
+      if (!apiKey) {
+        db.close();
+        throw new Error("GOOGLE_API_KEY is not set.");
+      }
+
+      const coreRepo = new SQLiteRepository(db);
+      const bufferRepo = new BufferRepository(db);
+      const llmProvider = new GeminiProvider(apiKey);
+      const architect = new Architect(llmProvider, coreRepo);
+      const aliasGenerator = new AliasDeltaGenerator(llmProvider);
+
+      const session: SimSession = {
+        db,
+        dbPath,
+        coreRepo,
+        bufferRepo,
+        worldInstanceId: id,
+        scenarioName: state.scenarioName,
+        scenarioDescription: state.scenarioDescription,
+        turn: state.turn,
+        maxTurns: state.maxTurns,
+        entities: state.entities || [],
+        playerEntityId: state.playerEntityId,
+        entityIndex: state.entityIndex,
+        llmProvider,
+        architect,
+        aliasGenerator,
+        log: state.log || [],
+        status: state.status,
+        error: state.error,
+        waitingEntity: state.waitingEntity,
+        aliasDoneForTurn: state.aliasDoneForTurn || false,
+      };
+
+      this.sessions.set(id, session);
+      return this.snapshot(session);
+    } catch (err) {
+      console.error(`Failed to load session ${id}:`, err);
+      return null;
+    }
+  }
+
+  listSavedSessions(): SimSnapshot[] {
+    const dbDir = path.resolve(process.cwd(), "data");
+    if (!fs.existsSync(dbDir)) return [];
+
+    const snapshots: SimSnapshot[] = [];
+    const files = fs.readdirSync(dbDir).filter(f => f.startsWith("sim-") && f.endsWith(".db"));
+
+    for (const file of files) {
+      const id = file.replace(".db", "");
+      const dbPath = path.join(dbDir, file);
+
+      const active = this.sessions.get(id);
+      if (active) {
+        snapshots.push(this.snapshot(active));
+        continue;
+      }
+
+      try {
+        const db = new Database(dbPath);
+        const state = loadSessionState(db, id);
+        db.close();
+
+        if (state) {
+          snapshots.push({
+            id,
+            status: state.status,
+            turn: state.turn,
+            maxTurns: state.maxTurns,
+            scenarioName: state.scenarioName,
+            scenarioDescription: state.scenarioDescription,
+            entities: state.entities || [],
+            log: state.log || [],
+            entityIndex: state.entityIndex,
+            waitingEntity: state.waitingEntity,
+            error: state.error,
+          });
+        }
+      } catch {
+        /* skip */
+      }
+    }
+
+    return snapshots.sort((a, b) => {
+      const tsA = parseInt(a.id.replace("sim-", ""), 10) || 0;
+      const tsB = parseInt(b.id.replace("sim-", ""), 10) || 0;
+      return tsB - tsA;
+    });
+  }
+
+  private save(session: SimSession): void {
+    const state: SavedState = {
+      scenarioName: session.scenarioName,
+      scenarioDescription: session.scenarioDescription,
+      turn: session.turn,
+      maxTurns: session.maxTurns,
+      entities: session.entities,
+      playerEntityId: session.playerEntityId,
+      entityIndex: session.entityIndex,
+      status: session.status,
+      error: session.error,
+      waitingEntity: session.waitingEntity,
+      aliasDoneForTurn: session.aliasDoneForTurn,
+      log: session.log,
+    };
+
+    session.db.prepare(`
+      CREATE TABLE IF NOT EXISTS gui_meta (
+        id TEXT PRIMARY KEY,
+        state_json TEXT
+      )
+    `).run();
+
+    session.db.prepare(`
+      INSERT INTO gui_meta (id, state_json)
+      VALUES (?, ?)
+      ON CONFLICT(id) DO UPDATE SET state_json = excluded.state_json
+    `).run(session.worldInstanceId, JSON.stringify(state));
+  }
+
+  getSnapshot(id: string): SimSnapshot | null {
+    const session = this.sessions.get(id);
+    return session ? this.snapshot(session) : null;
+  }
+
+  private snapshot(session: SimSession): SimSnapshot {
+    return {
+      id: session.worldInstanceId,
+      status: session.status,
+      turn: session.turn,
+      maxTurns: session.maxTurns,
+      scenarioName: session.scenarioName,
+      scenarioDescription: session.scenarioDescription,
+      entities: session.entities,
+      log: session.log,
+      entityIndex: session.entityIndex,
+      waitingEntity: session.waitingEntity,
+      error: session.error,
+    };
+  }
+}
+
+export const simulationManager = new SimulationManager();

apps/gui/tsconfig.json

@@ -0,0 +1,41 @@
+{
+  "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": {
+      "@/*": [
+        "./src/*"
+      ]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules"
+  ]
+}

eslint.config.mjs

@@ -5,7 +5,7 @@ import tseslint from "typescript-eslint";
 
 export default [
   {
-    ignores: ["**/dist/**", "**/node_modules/**", "**/.astro/**"],
+    ignores: ["**/dist/**", "**/node_modules/**", "**/.astro/**", "**/.next/**"],
   },
 
   js.configs.recommended,
@@ -19,5 +19,12 @@ export default [
     },
   },
 
+  {
+    files: ["**/*.tsx"],
+    languageOptions: {
+      globals: { ...globals.browser, ...globals.node },
+    },
+  },
+
   eslintConfigPrettier,
 ];

package.json

@@ -7,9 +7,11 @@
     "build": "tsc -b",
     "build:web": "pnpm --filter landing build",
     "build:docs": "pnpm --filter docs build",
-    "build:all": "pnpm build && pnpm build:web && pnpm build:docs",
+    "build:gui": "pnpm --filter @omnia/gui build",
+    "build:all": "pnpm build && pnpm build:web && pnpm build:docs && pnpm build:gui",
     "dev:web": "pnpm --filter landing dev",
     "dev:docs": "pnpm --filter docs dev",
+    "dev:gui": "pnpm --filter @omnia/gui dev",
     "clean": "git clean -xfd",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",

packages/llm/src/llm.ts

@@ -11,6 +11,21 @@ export interface LLMResponse<T> {
   success: boolean;
   data?: T;
   error?: string;
+  usage?: {
+    inputTokens: number;
+    outputTokens: number;
+    totalTokens: number;
+  };
+}
+
+export interface LLMCallRecord {
+  systemPrompt: string;
+  userContext: string;
+  usage?: {
+    inputTokens: number;
+    outputTokens: number;
+    totalTokens: number;
+  };
 }
 
 export interface ILLMProvider {
@@ -19,4 +34,5 @@ export interface ILLMProvider {
   generateStructuredResponse<T extends z.ZodTypeAny>(
     request: LLMRequest<T>,
   ): Promise<LLMResponse<z.infer<T>>>;
+  lastCalls?: LLMCallRecord[];
 }

packages/llm/src/providers/google-genai.ts

@@ -1,11 +1,12 @@
 import { z } from "zod";
 import { ChatGoogleGenerativeAI } from "@langchain/google-genai";
-import { ILLMProvider, LLMRequest, LLMResponse } from "../llm.js";
+import { ILLMProvider, LLMRequest, LLMResponse, LLMCallRecord } from "../llm.js";
 import { llmConfig } from "../config.js";
 
 export class GeminiProvider implements ILLMProvider {
   providerName = "Gemini";
   private model: ChatGoogleGenerativeAI;
+  lastCalls: LLMCallRecord[] = [];
 
   constructor(apiKey?: string) {
     const key = apiKey || llmConfig.GOOGLE_API_KEY;
@@ -21,11 +22,36 @@ export class GeminiProvider implements ILLMProvider {
   async generateStructuredResponse<T extends z.ZodTypeAny>(
     request: LLMRequest<T>,
   ): Promise<LLMResponse<z.infer<T>>> {
-    const structuredModel = this.model.withStructuredOutput(request.schema);
-    const result = await structuredModel.invoke([
+    const structuredModel = this.model.withStructuredOutput(request.schema, { includeRaw: true });
+    const result = (await structuredModel.invoke([
       { role: "system", content: request.systemPrompt },
       { role: "user", content: request.userContext },
-    ]);
-    return { success: true, data: result as z.infer<T> };
+    ])) as unknown as {
+      parsed?: z.infer<T>;
+      raw?: {
+        usage_metadata?: {
+          input_tokens?: number;
+          output_tokens?: number;
+          total_tokens?: number;
+        };
+      };
+    };
+
+    const parsed = result?.parsed;
+    const raw = result?.raw;
+
+    const usage = raw?.usage_metadata ? {
+      inputTokens: raw.usage_metadata.input_tokens || 0,
+      outputTokens: raw.usage_metadata.output_tokens || 0,
+      totalTokens: raw.usage_metadata.total_tokens || 0,
+    } : undefined;
+
+    this.lastCalls.push({
+      systemPrompt: request.systemPrompt,
+      userContext: request.userContext,
+      usage,
+    });
+
+    return { success: true, data: parsed, usage };
   }
 }

packages/llm/src/providers/mock.ts

@@ -1,9 +1,10 @@
 import { z } from "zod";
-import { ILLMProvider, LLMRequest, LLMResponse } from "../llm.js";
+import { ILLMProvider, LLMRequest, LLMResponse, LLMCallRecord } from "../llm.js";
 
 export class MockLLMProvider implements ILLMProvider {
   providerName = "mock";
   private callCount = 0;
+  lastCalls: LLMCallRecord[] = [];
 
   constructor(private responses: unknown[]) {}
 
@@ -14,9 +15,15 @@ export class MockLLMProvider implements ILLMProvider {
     if (next === undefined) {
       return { success: false, error: "Mock responses exhausted" };
     }
+    const usage = { inputTokens: 100, outputTokens: 50, totalTokens: 150 };
+    this.lastCalls.push({
+      systemPrompt: request.systemPrompt,
+      userContext: request.userContext,
+      usage,
+    });
     try {
       const parsed = request.schema.parse(next);
-      return { success: true, data: parsed };
+      return { success: true, data: parsed, usage };
     } catch (e) {
       return { success: false, error: e instanceof Error ? e.message : String(e) };
     }

pnpm-lock.yaml

@@ -284,6 +284,58 @@ importers:
         specifier: ^17.4.2
         version: 17.4.2
 
+  apps/gui:
+    dependencies:
+      '@omnia/actor':
+        specifier: workspace:*
+        version: link:../../packages/actor
+      '@omnia/architect':
+        specifier: workspace:*
+        version: link:../../packages/architect
+      '@omnia/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+      '@omnia/intent':
+        specifier: workspace:*
+        version: link:../../packages/intent
+      '@omnia/llm':
+        specifier: workspace:*
+        version: link:../../packages/llm
+      '@omnia/memory':
+        specifier: workspace:*
+        version: link:../../packages/memory
+      '@omnia/scenario':
+        specifier: workspace:*
+        version: link:../../packages/scenario
+      '@omnia/spatial':
+        specifier: workspace:*
+        version: link:../../packages/spatial
+      dotenv:
+        specifier: ^17.4.2
+        version: 17.4.2
+      next:
+        specifier: ^16.2.10
+        version: 16.2.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
+      react:
+        specifier: ^19.2.0
+        version: 19.2.7
+      react-dom:
+        specifier: ^19.2.0
+        version: 19.2.7(react@19.2.7)
+    devDependencies:
+      '@types/node':
+        specifier: ^26.1.0
+        version: 26.1.0
+      '@types/react':
+        specifier: ^19.2.0
+        version: 19.2.17
+      '@types/react-dom':
+        specifier: ^19.2.0
+        version: 19.2.3(@types/react@19.2.17)
+      typescript:
+        specifier: ^6.0.3
+        version: 6.0.3
+
   packages/actor:
     dependencies:
       '@omnia/core':
@@ -1124,6 +1176,61 @@ packages:
       '@emnapi/core': ^1.7.1
       '@emnapi/runtime': ^1.7.1
 
+  '@next/env@16.2.10':
+    resolution: {integrity: sha512-zLPxg9M0MEHmygpj5OuxjQ+vHMiy/K7cSp74G8ecYolmgUWw0RwN02tF56npup/+qaI8JB97hQgS/r2Hb6QwVA==}
+
+  '@next/swc-darwin-arm64@16.2.10':
+    resolution: {integrity: sha512-v9IdJCa0H0mbo+8z5zwUpOk1Vj7RjkcI5uNYf5Ws1y6szf/p3Mzl9hLaST8SCt6L9h8NGnruZcd2+o0NTNwDhA==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@next/swc-darwin-x64@16.2.10':
+    resolution: {integrity: sha512-17IS0jJRViROGmA9uGdNR8VPJpfbnaVG7E9qhso5jDLkmyd0lSDORWxbcKINzcFqzZqGwGtMSnrFRxBpuUYjLQ==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [darwin]
+
+  '@next/swc-linux-arm64-gnu@16.2.10':
+    resolution: {integrity: sha512-GRQRsRtuciNJvB54AvvuQTiq0oZtFwa1owQqtZD8wwnGpM2L39MV22kpI72YSXLKIyY40LC66EiLFv4PiicXxg==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+    libc: [glibc]
+
+  '@next/swc-linux-arm64-musl@16.2.10':
+    resolution: {integrity: sha512-zkN9MQYS7UQBro+FnISUq1itaQjXI9xqISzuQ+2bc921NcJ1x4yPCqrn77tVN6/dOOXaaWVX3k6/bR07pPwK+A==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+    libc: [musl]
+
+  '@next/swc-linux-x64-gnu@16.2.10':
+    resolution: {integrity: sha512-iCVJnwvrPYECvA6WM/7+oo+OiTvedIKLxtCLAZP4xZR3nXa1zmzZyLPbYCmWvpd4CvMYF1EMTafd0ii3DygLvA==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+    libc: [glibc]
+
+  '@next/swc-linux-x64-musl@16.2.10':
+    resolution: {integrity: sha512-ov2g4H0dHY9bPoOU83m91hWT7Iq5qy13bUnyyshLU3HGR1Ownn0X9QpmDPc5iIUaahTp7f7LeGAhV4DSFtackw==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+    libc: [musl]
+
+  '@next/swc-win32-arm64-msvc@16.2.10':
+    resolution: {integrity: sha512-DwAnhLX76HQiFFQNgWlcK+JzlnD1rZ+UK/WY0ZMI/deXpvgnesjNYrqcfo1JzBuz4Kf7o3brIBL0glI1junatA==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [win32]
+
+  '@next/swc-win32-x64-msvc@16.2.10':
+    resolution: {integrity: sha512-0JXq3b85Jk9Jg4ntLUbXSPvoDw3gpZou7twuKdoFG2jOw635v7+IiXfTaa0TxVMyx78pUjnrVYwLgjKfX4e6/A==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [win32]
+
   '@oslojs/encoding@1.1.0':
     resolution: {integrity: sha512-70wQhgYmndg4GCPxPPxPGevRKqTIJ2Nh4OkiMWmDAVYsTQ+Ta7Sq+rPevXyXGdzr30/qZBnyOalCszoMxlyldQ==}
 
@@ -1309,6 +1416,9 @@ packages:
   '@standard-schema/spec@1.1.0':
     resolution: {integrity: sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==}
 
+  '@swc/helpers@0.5.15':
+    resolution: {integrity: sha512-JQ5TuMi45Owi4/BIMAJBoSQoOJu12oOk/gADqlcUL9JEdHB8vyjUSsxqeNXnmXHjYKMi2WcYtezGEEhqUI/E2g==}
+
   '@tybys/wasm-util@0.10.3':
     resolution: {integrity: sha512-F3fo1MYrRJYL3zER0OUOmkutjr1Vp23m7OsSgp7nq4SP6OqX6C/56XFIPAl5bt3zaBRjmW7SGz3u/6LwFpYcOg==}
 
@@ -1363,6 +1473,14 @@ packages:
   '@types/node@26.1.0':
     resolution: {integrity: sha512-O0A1G3xPGy4w7AgQdAQYUlQ+BKk2Oovw8eRpofyp5KdBZULnbe+WqaOVNrm705SHphCiG4XHsACrSmPu1f+Kgw==}
 
+  '@types/react-dom@19.2.3':
+    resolution: {integrity: sha512-jp2L/eY6fn+KgVVQAOqYItbF0VY/YApe5Mz2F0aykSO8gx31bYCZyvSeYxCHKvzHG5eZjc+zyaS5BrBWya2+kQ==}
+    peerDependencies:
+      '@types/react': ^19.2.0
+
+  '@types/react@19.2.17':
+    resolution: {integrity: sha512-MXfmqaVPEVgkBT/aY0aGCkRWWtByiYQXo3xdQ8r5RzuFrPiRn8Gar2tQdXSUQ2GKV3bkXckek89V8wQBY2Q/Aw==}
+
   '@types/sax@1.2.7':
     resolution: {integrity: sha512-rO73L89PJxeYM3s3pPPjiPgVVcymqU490g0YO5n5By0k2Erzj6tay/4lr1CHAAU4JyOWd1rpQ8bCf6cZfHU96A==}
 
@@ -1534,6 +1652,11 @@ packages:
   base64-js@1.5.1:
     resolution: {integrity: sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==}
 
+  baseline-browser-mapping@2.10.42:
+    resolution: {integrity: sha512-c/jurFrDLyui7o1J86yLkRu4LMsTYcBohveus7/I2Hzdn9KIP2bdJPTue/lR1KH46enoPbD77GKeSYNdyPoD3Q==}
+    engines: {node: '>=6.0.0'}
+    hasBin: true
+
   bcp-47-match@2.0.3:
     resolution: {integrity: sha512-JtTezzbAibu8G0R9op9zb3vcWZd9JF6M0xOYGPn0fNCd7wOpRB1mU2mH9T8gaBGbAAyIIVgB2G7xG0GP98zMAQ==}
 
@@ -1560,6 +1683,9 @@ packages:
   buffer@5.7.1:
     resolution: {integrity: sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==}
 
+  caniuse-lite@1.0.30001803:
+    resolution: {integrity: sha512-g/uHREV2ZpK9qMalCsWaxmA6ol+DX8GYhuf3T40RKoP+oL7vhRJh8LNt73PCjpnR6l14FzfPrB5Yux4PKm2meg==}
+
   ccount@2.0.1:
     resolution: {integrity: sha512-eyrF0jiFpY+3drT6383f1qhkbGsLSifNAjA61IUjZjmLCWjItY6LB9ft9YhoDgwfmclB2zhu51Lc7+95b8NRAg==}
 
@@ -1590,6 +1716,9 @@ packages:
     resolution: {integrity: sha512-77PSwercCZU2Fc4sX94eF8k8Pxte6JAwL4/ICZLFjJLqegs7kCuAsqqj/70NQF6TvDpgFjkubQB2FW2ZZddvQg==}
     engines: {node: '>=8'}
 
+  client-only@0.0.1:
+    resolution: {integrity: sha512-IV3Ou0jSMzZrd3pZ48nLkT9DA7Ag1pnPzaiQhpW7c3RbcqqzvzzVu+L8gfqMp/8IM2MQtSiqaCxrrcfu8I8rMA==}
+
   clsx@2.1.1:
     resolution: {integrity: sha512-eYm0QWBtUrBWZWG0d386OGAw16Z995PiOVo2B7bjWSbHedGl5e0ZWaq65kOGgUSNesEIDkB9ISbTg/JK9dhCZA==}
     engines: {node: '>=6'}
@@ -1666,6 +1795,9 @@ packages:
     resolution: {integrity: sha512-0LrrStPOdJj+SPCCrGhzryycLjwcgUSHBtxNA8aIDxf0GLsRh1cKYhB00Gd1lDOS4yGH69+SNn13+TWbVHETFQ==}
     engines: {node: ^10 || ^12.20.0 || ^14.13.0 || >=15.0.0, npm: '>=7.0.0'}
 
+  csstype@3.2.3:
+    resolution: {integrity: sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ==}
+
   debug@4.4.3:
     resolution: {integrity: sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==}
     engines: {node: '>=6.0'}
@@ -2450,6 +2582,27 @@ packages:
     resolution: {integrity: sha512-Z4SmBUweYa09+o6pG+eASabEpP6QkQ70yHj351pQoEXIs8uHbaU2DWVmzBANKgflPa47A50PtB2+NgRpQvr7vA==}
     engines: {node: '>= 10'}
 
+  next@16.2.10:
+    resolution: {integrity: sha512-2som5AVXb3kE6Yjine3/mNbBayYF58eguBWIVVUdr1y/L426xyVEgYxgBG+1QC34P2x5E+tcDup6XkuOAX3dCA==}
+    engines: {node: '>=20.9.0'}
+    hasBin: true
+    peerDependencies:
+      '@opentelemetry/api': ^1.1.0
+      '@playwright/test': ^1.51.1
+      babel-plugin-react-compiler: '*'
+      react: ^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0
+      react-dom: ^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0
+      sass: ^1.3.0
+    peerDependenciesMeta:
+      '@opentelemetry/api':
+        optional: true
+      '@playwright/test':
+        optional: true
+      babel-plugin-react-compiler:
+        optional: true
+      sass:
+        optional: true
+
   nlcst-to-string@4.0.0:
     resolution: {integrity: sha512-YKLBCcUYKAg0FNlOBT6aI91qFmSiFKiluk655WzPF+DDMA02qIyy8uiRqI8QXtcFpEvll12LpL5MXqEmAZ+dcA==}
 
@@ -2576,6 +2729,10 @@ packages:
     resolution: {integrity: sha512-bIoJLOmjCO1S9XdY/DcnR5hJxvrDir1PbGChrzXG3vw0/FOliy/fA3dmdhQ441kah4gKv+TwckGzex6wNS5cnQ==}
     engines: {node: '>=4'}
 
+  postcss@8.4.31:
+    resolution: {integrity: sha512-PS08Iboia9mts/2ygV3eLpY5ghnUcfLV/EXTOW1E2qYxJKGGBUtNjN76FYHnMs36RmARn41bC0AZmn+rR0OVpQ==}
+    engines: {node: ^10 || ^12 || >=14}
+
   postcss@8.5.16:
     resolution: {integrity: sha512-vuwillviilfKZsg0VGj5R/YwwcHx4SLsIOI/7K6mQkWx+l5cUHTjj5g0AasTBcyXsbfTgrwsUNmVUb5xVwyPwg==}
     engines: {node: ^10 || ^12 || >=14}
@@ -2620,6 +2777,15 @@ packages:
     resolution: {integrity: sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==}
     hasBin: true
 
+  react-dom@19.2.7:
+    resolution: {integrity: sha512-t0BRVXvbiE/o20Hfw669rLbMCDWtYZLvmJigy2f0MxsXF+71pxhR3xOkspmsO8h3ZlNzyibAmtCa3l4lYKk6gQ==}
+    peerDependencies:
+      react: ^19.2.7
+
+  react@19.2.7:
+    resolution: {integrity: sha512-HNe9WslTbXmFK8o8cmwgAeJFSBvt1bPdHCVKtaaV+WlAN36mpT4hcRpwbf3fY56ar2oIXzsBpOAiIRHAdY0OlQ==}
+    engines: {node: '>=0.10.0'}
+
   readable-stream@3.6.2:
     resolution: {integrity: sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==}
     engines: {node: '>= 6'}
@@ -2724,6 +2890,9 @@ packages:
     resolution: {integrity: sha512-6R3J5M4AcbtLUdZmRv2SygeVaM7IhrLXu9BmnOGmmACak8fiUtOsYNWUS4uK7upbmHIBbLBeFeI//477BKLBzA==}
     engines: {node: '>=11.0.0'}
 
+  scheduler@0.27.0:
+    resolution: {integrity: sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q==}
+
   semver@7.8.5:
     resolution: {integrity: sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==}
     engines: {node: '>=10'}
@@ -2809,6 +2978,19 @@ packages:
   style-to-object@1.0.14:
     resolution: {integrity: sha512-LIN7rULI0jBscWQYaSswptyderlarFkjQ+t79nzty8tcIAceVomEVlLzH5VP4Cmsv6MtKhs7qaAiwlcp+Mgaxw==}
 
+  styled-jsx@5.1.6:
+    resolution: {integrity: sha512-qSVyDTeMotdvQYoHWLNGwRFJHC+i+ZvdBRYosOFgC+Wg1vx4frN2/RG/NA7SYqqvKNLf39P2LSRA2pu6n0XYZA==}
+    engines: {node: '>= 12.0.0'}
+    peerDependencies:
+      '@babel/core': '*'
+      babel-plugin-macros: '*'
+      react: '>= 16.8.0 || 17.x.x || ^18.0.0-0 || ^19.0.0-0'
+    peerDependenciesMeta:
+      '@babel/core':
+        optional: true
+      babel-plugin-macros:
+        optional: true
+
   svgo@4.0.1:
     resolution: {integrity: sha512-XDpWUOPC6FEibaLzjfe0ucaV0YrOjYotGJO1WpF0Zd+n6ZGEQUsSugaoLq9QkEZtAfQIxT42UChcssDVPP3+/w==}
     engines: {node: '>=16'}
@@ -3785,6 +3967,32 @@ snapshots:
       '@tybys/wasm-util': 0.10.3
     optional: true
 
+  '@next/env@16.2.10': {}
+
+  '@next/swc-darwin-arm64@16.2.10':
+    optional: true
+
+  '@next/swc-darwin-x64@16.2.10':
+    optional: true
+
+  '@next/swc-linux-arm64-gnu@16.2.10':
+    optional: true
+
+  '@next/swc-linux-arm64-musl@16.2.10':
+    optional: true
+
+  '@next/swc-linux-x64-gnu@16.2.10':
+    optional: true
+
+  '@next/swc-linux-x64-musl@16.2.10':
+    optional: true
+
+  '@next/swc-win32-arm64-msvc@16.2.10':
+    optional: true
+
+  '@next/swc-win32-x64-msvc@16.2.10':
+    optional: true
+
   '@oslojs/encoding@1.1.0': {}
 
   '@oxc-project/types@0.138.0': {}
@@ -3911,6 +4119,10 @@ snapshots:
 
   '@standard-schema/spec@1.1.0': {}
 
+  '@swc/helpers@0.5.15':
+    dependencies:
+      tslib: 2.8.1
+
   '@tybys/wasm-util@0.10.3':
     dependencies:
       tslib: 2.8.1
@@ -3971,9 +4183,17 @@ snapshots:
     dependencies:
       undici-types: 8.3.0
 
+  '@types/react-dom@19.2.3(@types/react@19.2.17)':
+    dependencies:
+      '@types/react': 19.2.17
+
+  '@types/react@19.2.17':
+    dependencies:
+      csstype: 3.2.3
+
   '@types/sax@1.2.7':
     dependencies:
-      '@types/node': 20.19.43
+      '@types/node': 26.1.0
 
   '@types/unist@2.0.11': {}
 
@@ -4254,6 +4474,8 @@ snapshots:
 
   base64-js@1.5.1: {}
 
+  baseline-browser-mapping@2.10.42: {}
+
   bcp-47-match@2.0.3: {}
 
   bcp-47@2.1.1:
@@ -4288,6 +4510,8 @@ snapshots:
       base64-js: 1.5.1
       ieee754: 1.2.1
 
+  caniuse-lite@1.0.30001803: {}
+
   ccount@2.0.1: {}
 
   chai@6.2.2: {}
@@ -4308,6 +4532,8 @@ snapshots:
 
   ci-info@4.4.0: {}
 
+  client-only@0.0.1: {}
+
   clsx@2.1.1: {}
 
   collapse-white-space@2.1.0: {}
@@ -4378,6 +4604,8 @@ snapshots:
     dependencies:
       css-tree: 2.2.1
 
+  csstype@3.2.3: {}
+
   debug@4.4.3:
     dependencies:
       ms: 2.1.3
@@ -5524,6 +5752,30 @@ snapshots:
 
   neotraverse@0.6.18: {}
 
+  next@16.2.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7):
+    dependencies:
+      '@next/env': 16.2.10
+      '@swc/helpers': 0.5.15
+      baseline-browser-mapping: 2.10.42
+      caniuse-lite: 1.0.30001803
+      postcss: 8.4.31
+      react: 19.2.7
+      react-dom: 19.2.7(react@19.2.7)
+      styled-jsx: 5.1.6(react@19.2.7)
+    optionalDependencies:
+      '@next/swc-darwin-arm64': 16.2.10
+      '@next/swc-darwin-x64': 16.2.10
+      '@next/swc-linux-arm64-gnu': 16.2.10
+      '@next/swc-linux-arm64-musl': 16.2.10
+      '@next/swc-linux-x64-gnu': 16.2.10
+      '@next/swc-linux-x64-musl': 16.2.10
+      '@next/swc-win32-arm64-msvc': 16.2.10
+      '@next/swc-win32-x64-msvc': 16.2.10
+      sharp: 0.34.5
+    transitivePeerDependencies:
+      - '@babel/core'
+      - babel-plugin-macros
+
   nlcst-to-string@4.0.0:
     dependencies:
       '@types/nlcst': 2.0.3
@@ -5662,6 +5914,12 @@ snapshots:
       cssesc: 3.0.0
       util-deprecate: 1.0.2
 
+  postcss@8.4.31:
+    dependencies:
+      nanoid: 3.3.15
+      picocolors: 1.1.1
+      source-map-js: 1.2.1
+
   postcss@8.5.16:
     dependencies:
       nanoid: 3.3.15
@@ -5709,6 +5967,13 @@ snapshots:
       minimist: 1.2.8
       strip-json-comments: 2.0.1
 
+  react-dom@19.2.7(react@19.2.7):
+    dependencies:
+      react: 19.2.7
+      scheduler: 0.27.0
+
+  react@19.2.7: {}
+
   readable-stream@3.6.2:
     dependencies:
       inherits: 2.0.4
@@ -5924,6 +6189,8 @@ snapshots:
 
   sax@1.6.0: {}
 
+  scheduler@0.27.0: {}
+
   semver@7.8.5: {}
 
   sharp@0.33.5:
@@ -6057,6 +6324,11 @@ snapshots:
     dependencies:
       inline-style-parser: 0.2.7
 
+  styled-jsx@5.1.6(react@19.2.7):
+    dependencies:
+      client-only: 0.0.1
+      react: 19.2.7
+
   svgo@4.0.1:
     dependencies:
       commander: 11.1.0
@@ -6105,8 +6377,7 @@ snapshots:
     dependencies:
       typescript: 6.0.3
 
-  tslib@2.8.1:
-    optional: true
+  tslib@2.8.1: {}
 
   tunnel-agent@0.6.0:
     dependencies:

pnpm-workspace.yaml

@@ -1,6 +1,6 @@
 packages:
   - "packages/*"
-  - "apps/cli"
+  - "apps/*"
   - "web/*"
 
 allowBuilds: