Add system tray, dual-exe build, and installer scripts

- core/tray.py: System tray icon with Start/Stop/Restart/Open Dashboard/Exit
- autarch_web.py: Windowless web launcher entry point (Win32GUI, no console)
- core/paths.py: Frozen build support — dual-directory pattern for PyInstaller
- core/menu.py: Module loading scans both bundled and user module directories
- web/app.py: Template/static paths resolve correctly in frozen builds
- autarch.py: --no-tray flag, tray integration for --web mode
- autarch_public.spec: Dual-exe PyInstaller spec with MERGE/COLLECT
- setup_msi.py: Dual executables, LocalAppData install, model inclusion
- installer.iss: Inno Setup script (model stored uncompressed to avoid OOM)
- installer.nsi: NSIS installer script with MUI2

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

autarch.py

@@ -210,6 +210,11 @@ def create_parser():
         metavar='PORT',
         help='Web dashboard port (default: 8181)'
     )
+    parser.add_argument(
+        '--no-tray',
+        action='store_true',
+        help='Disable system tray icon (run web server in foreground only)'
+    )
 
     # Web service management
     parser.add_argument(
@@ -680,6 +685,20 @@ def main():
             proto = 'http'
 
         print(f"{Colors.GREEN}[+] Starting AUTARCH Web Dashboard on {proto}://{host}:{port}{Colors.RESET}")
+
+        # System tray mode (default on desktop environments)
+        if not args.no_tray:
+            try:
+                from core.tray import TrayManager, TRAY_AVAILABLE
+                if TRAY_AVAILABLE:
+                    print(f"{Colors.DIM}  System tray icon active — right-click to control{Colors.RESET}")
+                    tray = TrayManager(app, host, port, ssl_context=ssl_ctx)
+                    tray.run()  # Blocks until Exit
+                    sys.exit(0)
+            except Exception:
+                pass  # Fall through to normal mode
+
+        # Fallback: run Flask directly (headless / --no-tray)
         app.run(host=host, port=port, debug=False, ssl_context=ssl_ctx)
         sys.exit(0)
 

autarch_public.spec

@@ -1,7 +1,10 @@
 # -*- mode: python ; coding: utf-8 -*-
 # PyInstaller spec for AUTARCH Public Release
-# Build: pyinstaller autarch_public.spec
+#
-# Output: dist/autarch_public.exe (single-file executable)
+# Build:   pyinstaller autarch_public.spec
+# Output:  dist/autarch/
+#            ├── autarch.exe       (CLI — full framework, console window)
+#            └── autarch_web.exe   (Web — double-click to launch dashboard + tray icon, no console)
 
 import sys
 from pathlib import Path
@@ -11,25 +14,31 @@ SRC = Path(SPECPATH)
 block_cipher = None
 
 # ── Data files (non-Python assets to bundle) ─────────────────────────────────
-added_files = [
+# Only include files that actually exist to prevent build failures
+_candidate_files = [
     # Web assets
-    (str(SRC / 'web' / 'templates'), 'web/templates'),
+    (SRC / 'web' / 'templates', 'web/templates'),
-    (str(SRC / 'web' / 'static'),    'web/static'),
+    (SRC / 'web' / 'static',    'web/static'),
 
     # Data (SQLite DBs, site lists, config defaults)
-    (str(SRC / 'data'),              'data'),
+    (SRC / 'data',              'data'),
 
-    # Modules directory (dynamically loaded)
+    # Modules directory (dynamically loaded at runtime)
-    (str(SRC / 'modules'),           'modules'),
+    (SRC / 'modules',           'modules'),
+
+    # LLM model
+    (SRC / 'models' / 'Hal_v2.gguf', 'models'),
 
     # Root-level config and docs
-    (str(SRC / 'autarch_settings.conf'),         '.'),
+    (SRC / 'autarch_settings.conf',  '.'),
-    (str(SRC / 'user_manual.md'),                '.'),
+    (SRC / 'user_manual.md',         '.'),
-    (str(SRC / 'windows_manual.md'),             '.'),
+    (SRC / 'windows_manual.md',      '.'),
-    (str(SRC / 'custom_sites.inf'),              '.'),
+    (SRC / 'custom_sites.inf',       '.'),
-    (str(SRC / 'custom_adultsites.json'),        '.'),
+    (SRC / 'custom_adultsites.json', '.'),
 ]
 
+added_files = [(str(src), dst) for src, dst in _candidate_files if src.exists()]
+
 # ── Hidden imports ────────────────────────────────────────────────────────────
 hidden_imports = [
     # Flask ecosystem
@@ -39,10 +48,13 @@ hidden_imports = [
 
     # Core libraries
     'bcrypt', 'requests', 'msgpack', 'pyserial', 'qrcode', 'PIL',
-    'PIL.Image', 'PIL.ImageDraw', 'cryptography',
+    'PIL.Image', 'PIL.ImageDraw', 'PIL.ImageFont', 'cryptography',
+
+    # System tray
+    'pystray', 'pystray._win32',
 
     # AUTARCH core modules
-    'core.config', 'core.paths', 'core.banner', 'core.menu',
+    'core.config', 'core.paths', 'core.banner', 'core.menu', 'core.tray',
     'core.llm', 'core.agent', 'core.tools',
     'core.msf', 'core.msf_interface',
     'core.hardware', 'core.android_protect',
@@ -74,6 +86,7 @@ hidden_imports = [
     'web.routes.chat',
     'web.routes.targets',
     'web.routes.encmodules',
+    'web.routes.llm_trainer',
 
     # Standard library (sometimes missed on Windows)
     'email.mime.text', 'email.mime.multipart',
@@ -82,9 +95,30 @@ hidden_imports = [
     'threading', 'queue', 'uuid', 'hashlib', 'zlib',
     'configparser', 'platform', 'socket', 'shutil',
     'importlib', 'importlib.util', 'importlib.metadata',
+    'webbrowser', 'ssl',
 ]
 
-a = Analysis(
+excludes = [
+    # Exclude heavy optional deps not needed at runtime
+    'torch', 'transformers', 'llama_cpp', 'llama_cpp_python', 'anthropic',
+    'tkinter', 'matplotlib', 'numpy',
+    # CUDA / quantization libraries
+    'bitsandbytes',
+    # HuggingFace ecosystem
+    'huggingface_hub', 'safetensors', 'tokenizers',
+    # MCP/uvicorn/starlette
+    'mcp', 'uvicorn', 'starlette', 'anyio', 'httpx', 'httpx_sse',
+    'httpcore', 'h11', 'h2', 'hpack', 'hyperframe',
+    # Pydantic
+    'pydantic', 'pydantic_core', 'pydantic_settings',
+    # Other heavy packages
+    'scipy', 'pandas', 'tensorflow', 'keras',
+    'IPython', 'notebook', 'jupyterlab',
+    'fsspec', 'rich', 'typer',
+]
+
+# ── Analysis for CLI entry point ─────────────────────────────────────────────
+a_cli = Analysis(
     ['autarch.py'],
     pathex=[str(SRC)],
     binaries=[],
@@ -93,38 +127,40 @@ a = Analysis(
     hookspath=[],
     hooksconfig={},
     runtime_hooks=[],
-    excludes=[
+    excludes=excludes,
-        # Exclude heavy optional deps not needed at runtime
-        'torch', 'transformers', 'llama_cpp', 'llama_cpp_python', 'anthropic',
-        'tkinter', 'matplotlib', 'numpy',
-        # CUDA / quantization libraries (bitsandbytes ships 169MB of CUDA DLLs)
-        'bitsandbytes',
-        # HuggingFace ecosystem (pulled in by llama_cpp_python)
-        'huggingface_hub', 'safetensors', 'tokenizers',
-        # MCP/uvicorn/starlette (heavy server stack not needed in frozen exe)
-        'mcp', 'uvicorn', 'starlette', 'anyio', 'httpx', 'httpx_sse',
-        'httpcore', 'h11', 'h2', 'hpack', 'hyperframe',
-        # Pydantic (pulled in by MCP/huggingface)
-        'pydantic', 'pydantic_core', 'pydantic_settings',
-        # Other heavy / unnecessary packages
-        'scipy', 'pandas', 'tensorflow', 'keras',
-        'IPython', 'notebook', 'jupyterlab',
-        'fsspec', 'rich', 'typer',
-    ],
     noarchive=False,
     optimize=0,
 )
 
-pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
+# ── Analysis for Web entry point ─────────────────────────────────────────────
+a_web = Analysis(
+    ['autarch_web.py'],
+    pathex=[str(SRC)],
+    binaries=[],
+    datas=added_files,
+    hiddenimports=hidden_imports,
+    hookspath=[],
+    hooksconfig={},
+    runtime_hooks=[],
+    excludes=excludes,
+    noarchive=False,
+    optimize=0,
+)
 
-# ── Single-file executable ───────────────────────────────────────────────────
+# ── Merge analyses (shared libraries only stored once) ───────────────────────
-exe = EXE(
+MERGE(
-    pyz,
+    (a_cli, 'autarch', 'autarch'),
-    a.scripts,
+    (a_web, 'autarch_web', 'autarch_web'),
-    a.binaries,
+)
-    a.datas,
+
+# ── CLI executable (console window) ─────────────────────────────────────────
+pyz_cli = PYZ(a_cli.pure, a_cli.zipped_data, cipher=block_cipher)
+exe_cli = EXE(
+    pyz_cli,
+    a_cli.scripts,
     [],
-    name='autarch_public',
+    exclude_binaries=True,
+    name='autarch',
     debug=False,
     bootloader_ignore_signals=False,
     strip=False,
@@ -137,3 +173,38 @@ exe = EXE(
     entitlements_file=None,
     icon=None,
 )
+
+# ── Web executable (NO console window — tray icon only) ─────────────────────
+pyz_web = PYZ(a_web.pure, a_web.zipped_data, cipher=block_cipher)
+exe_web = EXE(
+    pyz_web,
+    a_web.scripts,
+    [],
+    exclude_binaries=True,
+    name='autarch_web',
+    debug=False,
+    bootloader_ignore_signals=False,
+    strip=False,
+    upx=True,
+    console=False,       # <-- No console window
+    disable_windowed_traceback=False,
+    argv_emulation=False,
+    target_arch=None,
+    codesign_identity=None,
+    entitlements_file=None,
+    icon=None,
+)
+
+# ── Collect everything into one directory ────────────────────────────────────
+coll = COLLECT(
+    exe_cli,
+    a_cli.binaries,
+    a_cli.datas,
+    exe_web,
+    a_web.binaries,
+    a_web.datas,
+    strip=False,
+    upx=True,
+    upx_exclude=[],
+    name='autarch',
+)

autarch_web.py

@@ -0,0 +1,66 @@
+"""AUTARCH Web Launcher — double-click to start the web dashboard with system tray.
+
+This is the entry point for autarch_web.exe (no console window).
+It starts the Flask web server and shows a system tray icon for control.
+"""
+
+import sys
+import os
+from pathlib import Path
+
+# Ensure framework is importable
+if getattr(sys, 'frozen', False):
+    FRAMEWORK_DIR = Path(sys._MEIPASS)
+else:
+    FRAMEWORK_DIR = Path(__file__).parent
+sys.path.insert(0, str(FRAMEWORK_DIR))
+
+
+def main():
+    from web.app import create_app
+    from core.config import get_config
+    from core.paths import get_data_dir
+
+    config = get_config()
+    app = create_app()
+    host = config.get('web', 'host', fallback='0.0.0.0')
+    port = config.get_int('web', 'port', fallback=8181)
+
+    # Auto-generate self-signed TLS cert
+    ssl_ctx = None
+    use_https = config.get('web', 'https', fallback='true').lower() != 'false'
+    if use_https:
+        import subprocess
+        cert_dir = os.path.join(get_data_dir(), 'certs')
+        os.makedirs(cert_dir, exist_ok=True)
+        cert_path = os.path.join(cert_dir, 'autarch.crt')
+        key_path = os.path.join(cert_dir, 'autarch.key')
+        if not os.path.exists(cert_path) or not os.path.exists(key_path):
+            try:
+                subprocess.run([
+                    'openssl', 'req', '-x509', '-newkey', 'rsa:2048',
+                    '-keyout', key_path, '-out', cert_path,
+                    '-days', '3650', '-nodes',
+                    '-subj', '/CN=AUTARCH/O=darkHal',
+                ], check=True, capture_output=True)
+            except Exception:
+                use_https = False
+        if use_https:
+            ssl_ctx = (cert_path, key_path)
+
+    # Try system tray mode (preferred — no console window needed)
+    try:
+        from core.tray import TrayManager, TRAY_AVAILABLE
+        if TRAY_AVAILABLE:
+            tray = TrayManager(app, host, port, ssl_context=ssl_ctx)
+            tray.run()
+            return
+    except Exception:
+        pass
+
+    # Fallback: run Flask directly
+    app.run(host=host, port=port, debug=False, ssl_context=ssl_ctx)
+
+
+if __name__ == "__main__":
+    main()

core/menu.py

@@ -100,29 +100,36 @@ class MainMenu:
         print(f"{color}[{symbol}] {message}{Colors.RESET}")
 
     def load_modules(self):
-        """Load all available modules from the modules directory."""
+        """Load all available modules from the modules directory.
-        modules_path = self._app_dir / self.config.get('autarch', 'modules_path', 'modules')
 
-        if not modules_path.exists():
+        In a frozen (PyInstaller) build, scans both the bundled modules inside
-            self.print_status(f"Modules directory not found: {modules_path}", "warning")
+        _MEIPASS and the user modules directory next to the exe.  User modules
-            return
+        override bundled modules with the same name.
+        """
+        from core.paths import get_modules_dir, get_user_modules_dir, is_frozen
 
-        for module_file in modules_path.glob("*.py"):
+        # Collect module files — bundled first, then user (user overrides)
-            if module_file.name.startswith("_"):
+        module_files: dict[str, Path] = {}
-                continue
 
-            module_name = module_file.stem
+        bundled = get_modules_dir()
+        if bundled.exists():
+            for f in bundled.glob("*.py"):
+                if not f.name.startswith("_") and f.stem != "setup":
+                    module_files[f.stem] = f
 
-            # Skip the setup module from regular listing
+        if is_frozen():
-            if module_name == "setup":
+            user_dir = get_user_modules_dir()
-                continue
+            if user_dir.exists():
+                for f in user_dir.glob("*.py"):
+                    if not f.name.startswith("_") and f.stem != "setup":
+                        module_files[f.stem] = f  # Override bundled
 
+        for module_name, module_file in module_files.items():
             try:
                 spec = importlib.util.spec_from_file_location(module_name, module_file)
                 module = importlib.util.module_from_spec(spec)
                 spec.loader.exec_module(module)
 
-                # Check if module has required 'run' function
                 if hasattr(module, 'run'):
                     self.modules[module_name] = ModuleInfo(module_name, module_file, module)
                 else:

core/paths.py

@@ -14,22 +14,60 @@ from typing import Optional, List
 
 
 # ── Application Root ────────────────────────────────────────────────
+#
+# Two directories matter:
+#   _BUNDLE_DIR — read-only bundled assets (templates, static, default modules)
+#                 Points to sys._MEIPASS in a frozen PyInstaller build,
+#                 otherwise same as _APP_DIR.
+#   _APP_DIR    — writable application root (config, data, results, user modules)
+#                 Points to the .exe's parent directory in a frozen build,
+#                 otherwise the project root (parent of core/).
 
-# Computed once: the autarch project root (parent of core/)
+import sys as _sys
-_APP_DIR = Path(__file__).resolve().parent.parent
+
+_FROZEN = getattr(_sys, 'frozen', False)
+
+if _FROZEN:
+    # PyInstaller frozen build
+    _BUNDLE_DIR = Path(_sys._MEIPASS)
+    _APP_DIR = Path(_sys.executable).resolve().parent
+else:
+    # Normal Python execution
+    _APP_DIR = Path(__file__).resolve().parent.parent
+    _BUNDLE_DIR = _APP_DIR
+
+
+def is_frozen() -> bool:
+    """Return True if running from a PyInstaller bundle."""
+    return _FROZEN
 
 
 def get_app_dir() -> Path:
-    """Return the AUTARCH application root directory."""
+    """Return the writable application root directory."""
     return _APP_DIR
 
 
+def get_bundle_dir() -> Path:
+    """Return the bundle directory (read-only assets: templates, static, default modules)."""
+    return _BUNDLE_DIR
+
+
 def get_core_dir() -> Path:
-    return _APP_DIR / 'core'
+    return _BUNDLE_DIR / 'core'
 
 
 def get_modules_dir() -> Path:
-    return _APP_DIR / 'modules'
+    """Return the bundled modules directory (read-only in frozen mode)."""
+    return _BUNDLE_DIR / 'modules'
+
+
+def get_user_modules_dir() -> Path:
+    """Return the user modules directory (writable, next to exe).
+    New or modified modules go here; scanned in addition to bundled modules."""
+    d = _APP_DIR / 'modules'
+    if _FROZEN:
+        d.mkdir(parents=True, exist_ok=True)
+    return d
 
 
 def get_data_dir() -> Path:
@@ -39,7 +77,15 @@ def get_data_dir() -> Path:
 
 
 def get_config_path() -> Path:
-    return _APP_DIR / 'autarch_settings.conf'
+    """Return config path.  Writable copy lives next to the exe;
+    falls back to the bundled default if the writable copy doesn't exist yet."""
+    writable = _APP_DIR / 'autarch_settings.conf'
+    if not writable.exists() and _FROZEN:
+        bundled = _BUNDLE_DIR / 'autarch_settings.conf'
+        if bundled.exists():
+            import shutil as _sh
+            _sh.copy2(str(bundled), str(writable))
+    return writable
 
 
 def get_results_dir() -> Path:

core/tray.py

@@ -0,0 +1,130 @@
+"""AUTARCH System Tray Icon
+
+Provides a taskbar/system tray icon with Start, Stop, Restart, Open Dashboard,
+and Exit controls for the web dashboard.
+
+Requires: pystray, Pillow
+"""
+
+import sys
+import threading
+import webbrowser
+
+try:
+    import pystray
+    from PIL import Image, ImageDraw, ImageFont
+    TRAY_AVAILABLE = True
+except ImportError:
+    TRAY_AVAILABLE = False
+
+
+def create_icon_image(size=64):
+    """Create AUTARCH tray icon programmatically — dark circle with cyan 'A'."""
+    img = Image.new('RGBA', (size, size), (0, 0, 0, 0))
+    draw = ImageDraw.Draw(img)
+
+    # Dark background circle with cyan border
+    draw.ellipse([1, 1, size - 2, size - 2], fill=(15, 15, 25, 255),
+                 outline=(0, 180, 255, 255), width=2)
+
+    # Letter "A" centered
+    try:
+        font = ImageFont.truetype("arial.ttf", int(size * 0.5))
+    except OSError:
+        font = ImageFont.load_default()
+
+    bbox = draw.textbbox((0, 0), "A", font=font)
+    tw, th = bbox[2] - bbox[0], bbox[3] - bbox[1]
+    x = (size - tw) // 2
+    y = (size - th) // 2 - bbox[1]
+    draw.text((x, y), "A", fill=(0, 200, 255, 255), font=font)
+
+    return img
+
+
+class TrayManager:
+    """Manages the system tray icon and Flask server lifecycle."""
+
+    def __init__(self, app, host, port, ssl_context=None):
+        self.app = app
+        self.host = host
+        self.port = port
+        self.ssl_context = ssl_context
+        self._server = None
+        self._thread = None
+        self.running = False
+        self._icon = None
+        self._proto = 'https' if ssl_context else 'http'
+
+    def start_server(self):
+        """Start the Flask web server in a background thread."""
+        if self.running:
+            return
+
+        from werkzeug.serving import make_server
+        self._server = make_server(self.host, self.port, self.app, threaded=True)
+
+        if self.ssl_context:
+            import ssl
+            ctx = ssl.SSLContext(ssl.PROTOCOL_TLS_SERVER)
+            ctx.load_cert_chain(self.ssl_context[0], self.ssl_context[1])
+            self._server.socket = ctx.wrap_socket(self._server.socket, server_side=True)
+
+        self.running = True
+        self._thread = threading.Thread(target=self._server.serve_forever, daemon=True)
+        self._thread.start()
+
+    def stop_server(self):
+        """Stop the Flask web server."""
+        if not self.running or not self._server:
+            return
+        self._server.shutdown()
+        self._server = None
+        self._thread = None
+        self.running = False
+
+    def restart_server(self):
+        """Stop and restart the Flask web server."""
+        self.stop_server()
+        self.start_server()
+
+    def open_browser(self):
+        """Open the dashboard in the default web browser."""
+        if self.running:
+            host = 'localhost' if self.host in ('0.0.0.0', '::') else self.host
+            webbrowser.open(f"{self._proto}://{host}:{self.port}")
+
+    def quit(self):
+        """Stop server and exit the tray icon."""
+        self.stop_server()
+        if self._icon:
+            self._icon.stop()
+
+    def run(self):
+        """Start server and show tray icon. Blocks until Exit is clicked."""
+        if not TRAY_AVAILABLE:
+            raise RuntimeError("pystray or Pillow not installed")
+
+        self.start_server()
+
+        image = create_icon_image()
+        menu = pystray.Menu(
+            pystray.MenuItem(
+                lambda item: f"AUTARCH — {'Running' if self.running else 'Stopped'}",
+                None, enabled=False),
+            pystray.Menu.SEPARATOR,
+            pystray.MenuItem("Start", lambda: self.start_server(),
+                             enabled=lambda item: not self.running),
+            pystray.MenuItem("Stop", lambda: self.stop_server(),
+                             enabled=lambda item: self.running),
+            pystray.MenuItem("Restart", lambda: self.restart_server(),
+                             enabled=lambda item: self.running),
+            pystray.Menu.SEPARATOR,
+            pystray.MenuItem("Open Dashboard", lambda: self.open_browser(),
+                             enabled=lambda item: self.running, default=True),
+            pystray.Menu.SEPARATOR,
+            pystray.MenuItem("Exit", lambda: self.quit()),
+        )
+
+        self._icon = pystray.Icon("autarch", image, "AUTARCH", menu=menu)
+        self._icon.run()  # Blocks until quit()

installer.iss

@@ -0,0 +1,85 @@
+; ============================================================================
+; AUTARCH Inno Setup Installer Script
+; ============================================================================
+;
+; Prerequisites:
+;   1. Build PyInstaller first:  pyinstaller autarch_public.spec
+;   2. Install Inno Setup:       https://jrsoftware.org/isdl.php
+;   3. Compile this script:      Open in Inno Setup Compiler -> Build -> Compile
+;      Or from CLI:              iscc installer.iss
+;
+; Output: Output\AUTARCH_Setup.exe
+; ============================================================================
+
+[Setup]
+AppName=AUTARCH
+AppVersion=1.3
+AppVerName=AUTARCH 1.3
+AppPublisher=darkHal Security Group
+AppPublisherURL=https://github.com/darkhal
+AppSupportURL=https://github.com/darkhal
+DefaultDirName={localappdata}\AUTARCH
+DefaultGroupName=AUTARCH
+OutputBaseFilename=AUTARCH_Setup
+Compression=lzma2
+SolidCompression=no
+LZMANumBlockThreads=4
+PrivilegesRequired=lowest
+ArchitecturesAllowed=x64compatible
+ArchitecturesInstallIn64BitMode=x64compatible
+UninstallDisplayName=AUTARCH
+DisableProgramGroupPage=yes
+WizardStyle=modern
+SetupLogging=yes
+
+; Uncomment and set path if you have a custom icon:
+; SetupIconFile=assets\autarch.ico
+
+[Languages]
+Name: "english"; MessagesFile: "compiler:Default.isl"
+
+[Tasks]
+Name: "desktopicon"; Description: "Create a Desktop shortcut"; GroupDescription: "Additional shortcuts:"
+Name: "startupicon"; Description: "Launch Web Dashboard on Windows startup"; GroupDescription: "Additional shortcuts:"; Flags: unchecked
+
+[Files]
+; GGUF model — store uncompressed (3.9GB, barely compressible, avoids OOM)
+Source: "dist\autarch\_internal\models\Hal_v2.gguf"; DestDir: "{app}\_internal\models"; Flags: ignoreversion nocompression
+; Everything else from PyInstaller output (compressed with lzma2)
+Source: "dist\autarch\*"; DestDir: "{app}"; Flags: ignoreversion recursesubdirs createallsubdirs; Excludes: "_internal\models\Hal_v2.gguf"
+
+[Icons]
+; Start Menu
+Name: "{group}\AUTARCH Web Dashboard"; Filename: "{app}\autarch_web.exe"; Comment: "Launch AUTARCH Web Dashboard with system tray"
+Name: "{group}\AUTARCH CLI"; Filename: "{app}\autarch.exe"; Comment: "AUTARCH command-line interface"
+Name: "{group}\Uninstall AUTARCH"; Filename: "{uninstallexe}"
+
+; Desktop (optional)
+Name: "{commondesktop}\AUTARCH Web"; Filename: "{app}\autarch_web.exe"; Tasks: desktopicon; Comment: "Launch AUTARCH Web Dashboard"
+
+; Windows Startup (optional)
+Name: "{userstartup}\AUTARCH Web"; Filename: "{app}\autarch_web.exe"; Tasks: startupicon
+
+[Run]
+; Option to launch after install
+Filename: "{app}\autarch_web.exe"; Description: "Launch AUTARCH Web Dashboard"; Flags: nowait postinstall skipifsilent
+
+[UninstallRun]
+; Kill running instances before uninstall
+Filename: "taskkill"; Parameters: "/F /IM autarch.exe"; Flags: runhidden
+Filename: "taskkill"; Parameters: "/F /IM autarch_web.exe"; Flags: runhidden
+
+[UninstallDelete]
+; Clean up runtime-generated files
+Type: filesandordirs; Name: "{app}\data"
+Type: filesandordirs; Name: "{app}\results"
+Type: filesandordirs; Name: "{app}\dossiers"
+Type: filesandordirs; Name: "{app}\backups"
+Type: files; Name: "{app}\autarch_settings.conf"
+
+[Code]
+// Show installed size in wizard
+function InitializeSetup(): Boolean;
+begin
+  Result := True;
+end;

installer.nsi

@@ -0,0 +1,144 @@
+; ============================================================================
+; AUTARCH NSIS Installer Script
+; ============================================================================
+;
+; Prerequisites:
+;   1. Build PyInstaller first:  pyinstaller autarch_public.spec
+;   2. Install NSIS:             https://nsis.sourceforge.io/Download
+;   3. Compile this script:      makensis installer.nsi
+;      Or right-click installer.nsi -> "Compile NSIS Script"
+;
+; Output: AUTARCH_Setup.exe
+; ============================================================================
+
+!include "MUI2.nsh"
+!include "FileFunc.nsh"
+!include "LogicLib.nsh"
+
+; ── App metadata ─────────────────────────────────────────────────────────────
+!define APPNAME      "AUTARCH"
+!define APPVERSION   "1.3"
+!define PUBLISHER    "darkHal Security Group"
+!define DESCRIPTION  "Autonomous Tactical Agent for Reconnaissance, Counterintelligence, and Hacking"
+
+; Source directory — PyInstaller onedir output
+!define SRCDIR       "dist\autarch"
+
+; ── Installer settings ───────────────────────────────────────────────────────
+Name "${APPNAME} ${APPVERSION}"
+OutFile "AUTARCH_Setup.exe"
+InstallDir "$LOCALAPPDATA\${APPNAME}"
+InstallDirRegKey HKCU "Software\${APPNAME}" "InstallDir"
+RequestExecutionLevel user
+SetCompressor /SOLID lzma
+SetCompressorDictSize 64
+Unicode True
+
+; ── Variables ────────────────────────────────────────────────────────────────
+Var StartMenuGroup
+
+; ── MUI configuration ────────────────────────────────────────────────────────
+!define MUI_ABORTWARNING
+!define MUI_ICON   "${NSISDIR}\Contrib\Graphics\Icons\modern-install.ico"
+!define MUI_UNICON "${NSISDIR}\Contrib\Graphics\Icons\modern-uninstall.ico"
+
+; Welcome page
+!define MUI_WELCOMEPAGE_TITLE "Welcome to ${APPNAME} Setup"
+!define MUI_WELCOMEPAGE_TEXT "This wizard will install ${APPNAME} ${APPVERSION} on your computer.$\r$\n$\r$\n${DESCRIPTION}$\r$\n$\r$\nClick Next to continue."
+
+; Finish page — option to launch
+!define MUI_FINISHPAGE_RUN "$INSTDIR\autarch_web.exe"
+!define MUI_FINISHPAGE_RUN_TEXT "Launch ${APPNAME} Web Dashboard"
+!define MUI_FINISHPAGE_SHOWREADME ""
+!define MUI_FINISHPAGE_SHOWREADME_NOTCHECKED
+!define MUI_FINISHPAGE_SHOWREADME_TEXT "Create Desktop Shortcut"
+!define MUI_FINISHPAGE_SHOWREADME_FUNCTION CreateDesktopShortcut
+
+; ── Pages ────────────────────────────────────────────────────────────────────
+!insertmacro MUI_PAGE_WELCOME
+!insertmacro MUI_PAGE_DIRECTORY
+!insertmacro MUI_PAGE_INSTFILES
+!insertmacro MUI_PAGE_FINISH
+
+; Uninstaller pages
+!insertmacro MUI_UNPAGE_CONFIRM
+!insertmacro MUI_UNPAGE_INSTFILES
+
+; Language
+!insertmacro MUI_LANGUAGE "English"
+
+; ── Install section ──────────────────────────────────────────────────────────
+Section "Install" SecInstall
+    SetOutPath "$INSTDIR"
+
+    ; Copy everything from the PyInstaller dist/autarch/ directory
+    File /r "${SRCDIR}\*.*"
+
+    ; Write uninstaller
+    WriteUninstaller "$INSTDIR\Uninstall.exe"
+
+    ; Registry — install location + Add/Remove Programs entry
+    WriteRegStr HKCU "Software\${APPNAME}" "InstallDir" "$INSTDIR"
+
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "DisplayName" "${APPNAME}"
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "DisplayVersion" "${APPVERSION}"
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "Publisher" "${PUBLISHER}"
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "UninstallString" '"$INSTDIR\Uninstall.exe"'
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "InstallLocation" "$INSTDIR"
+    WriteRegStr HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "DisplayIcon" "$INSTDIR\autarch.exe"
+    WriteRegDWORD HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "NoModify" 1
+    WriteRegDWORD HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "NoRepair" 1
+
+    ; Estimate installed size for Add/Remove Programs
+    ${GetSize} "$INSTDIR" "/S=0K" $0 $1 $2
+    IntFmt $0 "0x%08X" $0
+    WriteRegDWORD HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}" \
+        "EstimatedSize" "$0"
+
+    ; ── Start Menu shortcuts ─────────────────────────────────────────────────
+    CreateDirectory "$SMPROGRAMS\${APPNAME}"
+
+    CreateShortcut "$SMPROGRAMS\${APPNAME}\${APPNAME} Web Dashboard.lnk" \
+        "$INSTDIR\autarch_web.exe" "" "$INSTDIR\autarch_web.exe" 0
+    CreateShortcut "$SMPROGRAMS\${APPNAME}\${APPNAME} CLI.lnk" \
+        "$INSTDIR\autarch.exe" "" "$INSTDIR\autarch.exe" 0
+    CreateShortcut "$SMPROGRAMS\${APPNAME}\Uninstall ${APPNAME}.lnk" \
+        "$INSTDIR\Uninstall.exe" "" "$INSTDIR\Uninstall.exe" 0
+
+SectionEnd
+
+; ── Desktop shortcut function (called from finish page checkbox) ─────────────
+Function CreateDesktopShortcut
+    CreateShortcut "$DESKTOP\${APPNAME} Web.lnk" \
+        "$INSTDIR\autarch_web.exe" "" "$INSTDIR\autarch_web.exe" 0
+FunctionEnd
+
+; ── Uninstall section ────────────────────────────────────────────────────────
+Section "Uninstall"
+
+    ; Kill running instances
+    nsExec::ExecToLog 'taskkill /F /IM autarch.exe'
+    nsExec::ExecToLog 'taskkill /F /IM autarch_web.exe'
+
+    ; Remove Start Menu
+    RMDir /r "$SMPROGRAMS\${APPNAME}"
+
+    ; Remove Desktop shortcut
+    Delete "$DESKTOP\${APPNAME} Web.lnk"
+
+    ; Remove install directory (everything)
+    RMDir /r "$INSTDIR"
+
+    ; Remove registry entries
+    DeleteRegKey HKCU "Software\${APPNAME}"
+    DeleteRegKey HKCU "Software\Microsoft\Windows\CurrentVersion\Uninstall\${APPNAME}"
+
+SectionEnd

setup_msi.py

@@ -16,6 +16,7 @@ include_files = [
     (str(SRC / 'web' / 'static'),    'web/static'),
     (str(SRC / 'data'),              'data'),
     (str(SRC / 'modules'),           'modules'),
+    (str(SRC / 'models' / 'Hal_v2.gguf'), 'models/Hal_v2.gguf'),
     (str(SRC / 'autarch_settings.conf'), 'autarch_settings.conf'),
     (str(SRC / 'user_manual.md'),        'user_manual.md'),
     (str(SRC / 'windows_manual.md'),     'windows_manual.md'),
@@ -27,10 +28,11 @@ include_files = [(s, d) for s, d in include_files if Path(s).exists()]
 build_exe_options = {
     'packages': [
         'flask', 'jinja2', 'werkzeug', 'markupsafe',
-        'bcrypt', 'requests', 'core', 'web', 'web.routes', 'modules',
+        'bcrypt', 'requests', 'pystray', 'PIL',
+        'core', 'web', 'web.routes', 'modules',
     ],
     'includes': [
-        'core.config', 'core.paths', 'core.banner', 'core.menu',
+        'core.config', 'core.paths', 'core.banner', 'core.menu', 'core.tray',
         'core.llm', 'core.agent', 'core.tools',
         'core.msf', 'core.msf_interface',
         'core.hardware', 'core.android_protect',
@@ -49,6 +51,7 @@ build_exe_options = {
         'web.routes.revshell', 'web.routes.archon',
         'web.routes.msf', 'web.routes.chat',
         'web.routes.targets', 'web.routes.encmodules',
+        'web.routes.llm_trainer',
     ],
     'excludes': ['torch', 'transformers', 'llama_cpp', 'llama_cpp_python', 'anthropic',
                  'tkinter', 'matplotlib', 'numpy',
@@ -66,7 +69,7 @@ build_exe_options = {
 bdist_msi_options = {
     'upgrade_code': '{A07B3D2E-5F1C-4D8A-9E6B-0C2F7A8D4E1B}',
     'add_to_path': False,
-    'initial_target_dir': r'[ProgramFilesFolder]\AUTARCH',
+    'initial_target_dir': r'[LocalAppDataFolder]\AUTARCH',
 }
 
 setup(
@@ -81,8 +84,13 @@ setup(
     executables=[
         Executable(
             'autarch.py',
-            target_name='autarch_public',
+            target_name='autarch',
-            base=None,  # console application
+            base=None,  # console application (CLI)
+        ),
+        Executable(
+            'autarch_web.py',
+            target_name='autarch_web',
+            base='Win32GUI',  # no console window (tray icon only)
         ),
     ],
 )

web/app.py

@@ -9,15 +9,20 @@ from pathlib import Path
 from flask import Flask
 
 # Ensure framework is importable
-FRAMEWORK_DIR = Path(__file__).parent.parent
+if getattr(sys, 'frozen', False):
+    FRAMEWORK_DIR = Path(sys._MEIPASS)
+else:
+    FRAMEWORK_DIR = Path(__file__).parent.parent
 sys.path.insert(0, str(FRAMEWORK_DIR))
 
 
 def create_app():
+    # In frozen builds, templates/static are inside _MEIPASS, not next to __file__
+    bundle_web = FRAMEWORK_DIR / 'web'
     app = Flask(
         __name__,
-        template_folder=str(Path(__file__).parent / 'templates'),
+        template_folder=str(bundle_web / 'templates'),
-        static_folder=str(Path(__file__).parent / 'static')
+        static_folder=str(bundle_web / 'static')
     )
 
     # Config