diff --git a/build/packages/shared.packages b/build/packages/shared.packages
index 39888d9..c6b5f61 100644
--- a/build/packages/shared.packages
+++ b/build/packages/shared.packages
@@ -13,7 +13,7 @@ dropbox
 dropbox-cli
 github-copilot-cli
 hyprshade
-lmstudio
+lmstudio-bin
 localsend
 localsend-bin
 minecraft-launcher
diff --git a/pkgbuilds/shared/lmstudio-bin/.SRCINFO b/pkgbuilds/shared/lmstudio-bin/.SRCINFO
new file mode 100644
index 0000000..7901035
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/.SRCINFO
@@ -0,0 +1,23 @@
+pkgbase = lmstudio-bin
+	pkgdesc = LM Studio - A desktop app for exploring and running large language models locally
+	pkgver = 0.4.2
+	pkgrel = 2
+	url = https://lmstudio.ai
+	install = lmstudio-bin.install
+	arch = x86_64
+	license = EULA
+	depends = fuse2
+	depends = zlib
+	depends = hicolor-icon-theme
+	depends = gtk3
+	depends = nss
+	depends = libxcrypt-compat
+	options = !strip
+	source = https://installers.lmstudio.ai/linux/x64/0.4.2-2/LM-Studio-0.4.2-2-x64.AppImage
+	source = lmstudio.png
+	source = lmstudio.desktop
+	sha256sums = 2711a5aa0b2e2dc5bcd66388727b551521efd7dcd2168b880a1833fde81cf89d
+	sha256sums = 9f791789c959a11316328692807737a5f1bc1c170ae99ec04c56bfd8ee8263e5
+	sha256sums = d5ac11aae025cd1cc0f9aa0713ee427dc6f46e4d1adac2a5948f93d8bbca705f
+
+pkgname = lmstudio-bin
diff --git a/pkgbuilds/shared/lmstudio-bin/.gitignore b/pkgbuilds/shared/lmstudio-bin/.gitignore
new file mode 100644
index 0000000..515c66a
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/.gitignore
@@ -0,0 +1,9 @@
+pkg/
+src/
+*.AppImage
+*.tar.gz
+*.tar.xz
+*.log
+squashfs-root/
+__pycache__/
+*.pkg.tar.zst
diff --git a/pkgbuilds/shared/lmstudio-bin/LMStudio-bin Blueprint.md b/pkgbuilds/shared/lmstudio-bin/LMStudio-bin Blueprint.md
new file mode 100644
index 0000000..cd84b65
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/LMStudio-bin Blueprint.md	
@@ -0,0 +1,102 @@
+PROJECT BLUEPRINT: lmstudio-bin Maintenance Framework
+
+1. Executive Summary
+
+Project Name: lmstudio-bin
+
+Target Platform: Arch Linux (AUR)
+
+Upstream Software: LM Studio (Proprietary AppImage)
+
+This project provides an Arch User Repository (AUR) package for LM Studio. It employs a "Maintenance Bridge" architecture to convert dynamic upstream releases into deterministic, security-verified Arch Linux packages while adhering strictly to Arch Linux packaging standards for binary software.
+
+2. Core Objectives
+
+Correct Naming Convention: Utilize the -bin suffix as mandated by AUR guidelines for software distributed as pre-compiled binaries.
+
+Replacement of Legacy Packages: Explicitly provide and conflict with the abandoned lmstudio package to ensure a clean migration path for the community.
+
+Security & Determinism: Implement strict SHA256 checksum verification for every release, preventing "moving target" build failures.
+
+Full Desktop Integration: Ensure high-resolution icon support, XDG-compliant desktop entries, and taskbar grouping (StartupWMClass).
+
+3. Technical Architecture
+
+A. The Maintenance Engine (update_package.py)
+
+The heart of the project is a Python-based automation script that manages the lifecycle of a release.
+
+URL Resolution: Follows the latest redirect to identify the specific build version.
+
+Verification: Downloads the AppImage and calculates the SHA256 hash.
+
+Template Rendering: Injects metadata into PKGBUILD.template to produce a valid PKGBUILD.
+
+Metadata Generation: Automatically updates .SRCINFO for AUR indexing.
+
+B. Packaging Logic (PKGBUILD)
+
+The build process follows a specific lifecycle to ensure stability:
+
+Extraction Stage: Uses --appimage-extract within a temporary sandbox to access internal assets.
+
+Icon Strategy (Static Vendoring):
+* Static Icon: The high-resolution (512x512) icon is vendored as `lmstudio.png` in the base repository.
+* Optimization: Icons must be optimized to stay under the 500KB AUR repository blob limit.
+* Rationale: Static vendoring prevents build-time extraction failures and ensures consistent visual presentation across versions without relying on internal AppImage layout stability.
+
+Binary Placement: Installs the AppImage to /opt/lm-studio/ and provides a symbolic link at /usr/bin/lm-studio.
+
+C. Lifecycle Management (.install)
+
+The .install script ensures the host system recognizes changes immediately upon installation, upgrade, or removal by triggering:
+
+update-desktop-database (Applications menu)
+
+gtk-update-icon-cache (Visual assets)
+
+4. Automation Workflow (For Orchestrator Reference)
+
+When updating to a new version, the orchestrator should follow this sequence:
+
+Sync: Pull latest changes from the AUR remote.
+
+Execute: Run ./update_package.py to fetch upstream changes and regenerate files.
+
+Validate: * Verify PKGBUILD version matches upstream.
+
+Run makepkg -f to test the build locally.
+
+Inspect pkg/ directory to ensure icon assets are present at /usr/share/icons/hicolor/512x512/apps/lmstudio-bin.png.
+
+Publish: * Refresh .SRCINFO (makepkg --printsrcinfo > .SRCINFO).
+
+Commit PKGBUILD, .SRCINFO, lmstudio.desktop, lmstudio.png, and lmstudio-bin.install.
+
+Push to origin master.
+
+5. Git Hygiene & AUR Constraints
+
+* Blob Limit: The AUR imposes a strict 512KB limit on individual file blobs. All vendored assets (like `lmstudio.png`) must be optimized to comply.
+* Tracking Restrictions: Only source-of-truth files and metadata are permitted in the repository. Tracking of `src/` or `pkg/` directories is strictly prohibited.
+* Verification: Use `verify_git_hygiene.sh` to audit the repository state before pushing to the AUR remote.
+
+6. Directory Structure
+
+.
+├── PKGBUILD                # Generated Arch Linux build script
+├── PKGBUILD.template       # Blueprint for the maintenance engine
+├── .SRCINFO                # AUR metadata index (auto-generated)
+├── lmstudio.desktop        # Desktop integration file
+├── lmstudio.png            # Static vendored icon (512x512)
+├── lmstudio-bin.install    # Post-install hooks for cache clearing
+├── update_package.py       # The Maintenance Engine script
+├── verify_git_hygiene.sh   # Hygiene enforcement script
+└── LMStudio-bin Blueprint.md # This reference document
+
+
+7. Maintenance Contacts & Authority
+
+Maintainer: madgoat (AUR)
+
+Package URL: https://aur.archlinux.org/packages/lmstudio-bin
diff --git a/pkgbuilds/shared/lmstudio-bin/PKGBUILD b/pkgbuilds/shared/lmstudio-bin/PKGBUILD
new file mode 100644
index 0000000..fd6b746
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/PKGBUILD
@@ -0,0 +1,41 @@
+# Maintainer: noureddinex
+pkgname=lmstudio-bin
+pkgver=0.4.2
+pkgrel=2
+_pkgver=${pkgver}-${pkgrel}
+pkgdesc="LM Studio - A desktop app for exploring and running large language models locally"
+arch=('x86_64')
+url="https://lmstudio.ai"
+license=('EULA')
+depends=('fuse2' 'zlib' 'hicolor-icon-theme' 'gtk3' 'nss' 'libxcrypt-compat')
+options=('!strip')
+install=lmstudio-bin.install
+source=("https://installers.lmstudio.ai/linux/x64/${_pkgver}/LM-Studio-${_pkgver}-x64.AppImage"
+         "lmstudio.png"
+         "lmstudio.desktop")
+sha256sums=('2711a5aa0b2e2dc5bcd66388727b551521efd7dcd2168b880a1833fde81cf89d'
+            '9f791789c959a11316328692807737a5f1bc1c170ae99ec04c56bfd8ee8263e5'
+            'd5ac11aae025cd1cc0f9aa0713ee427dc6f46e4d1adac2a5948f93d8bbca705f')
+
+prepare() {
+  chmod +x "${srcdir}/${source[0]##*/}"
+}
+
+package() {
+  # Create installation directory
+  install -dm755 "$pkgdir/opt/lm-studio"
+  
+  # Install AppImage
+  install -Dm755 "${srcdir}/${source[0]##*/}" "$pkgdir/opt/lm-studio/lm-studio.AppImage"
+  
+  # Install static icon
+  install -Dm644 "${srcdir}/lmstudio.png" "${pkgdir}/usr/share/icons/hicolor/512x512/apps/lmstudio-bin.png"
+  install -Dm644 "${srcdir}/lmstudio.png" "${pkgdir}/usr/share/pixmaps/lmstudio-bin.png"
+  
+  # Desktop entry
+  install -Dm644 "$srcdir/lmstudio.desktop" "$pkgdir/usr/share/applications/lmstudio.desktop"
+  
+  # Symlink to binary
+  install -dm755 "$pkgdir/usr/bin"
+  ln -s /opt/lm-studio/lm-studio.AppImage "$pkgdir/usr/bin/lm-studio"
+}
diff --git a/pkgbuilds/shared/lmstudio-bin/PKGBUILD.template b/pkgbuilds/shared/lmstudio-bin/PKGBUILD.template
new file mode 100644
index 0000000..4728874
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/PKGBUILD.template
@@ -0,0 +1,39 @@
+pkgname=lmstudio-bin
+pkgver={{version}}
+pkgrel=1
+pkgdesc="LM Studio - A desktop app for exploring and running large language models locally"
+arch=('x86_64')
+url="https://lmstudio.ai"
+license=('EULA')
+depends=('fuse2' 'zlib' 'hicolor-icon-theme' 'gtk3' 'nss' 'libxcrypt-compat')
+options=('!strip')
+install=lmstudio-bin.install
+source=("{{url}}"
+        "lmstudio.png"
+        "lmstudio.desktop")
+sha256sums=('{{sha256}}'
+            '{{icon_sha256}}'
+            'SKIP')
+
+prepare() {
+  chmod +x "${srcdir}/${source[0]##*/}"
+}
+
+package() {
+  # Create installation directory
+  install -dm755 "$pkgdir/opt/lm-studio"
+  
+  # Install AppImage
+  install -Dm755 "${srcdir}/${source[0]##*/}" "$pkgdir/opt/lm-studio/lm-studio.AppImage"
+  
+  # Install static icon
+  install -Dm644 "${srcdir}/lmstudio.png" "${pkgdir}/usr/share/icons/hicolor/512x512/apps/lmstudio-bin.png"
+  install -Dm644 "${srcdir}/lmstudio.png" "${pkgdir}/usr/share/pixmaps/lmstudio-bin.png"
+  
+  # Desktop entry
+  install -Dm644 "$srcdir/lmstudio.desktop" "$pkgdir/usr/share/applications/lmstudio.desktop"
+  
+  # Symlink to binary
+  install -dm755 "$pkgdir/usr/bin"
+  ln -s /opt/lm-studio/lm-studio.AppImage "$pkgdir/usr/bin/lm-studio"
+}
diff --git a/pkgbuilds/shared/lmstudio-bin/lmstudio-bin.install b/pkgbuilds/shared/lmstudio-bin/lmstudio-bin.install
new file mode 100644
index 0000000..752e987
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/lmstudio-bin.install
@@ -0,0 +1,14 @@
+post_install() {
+  update-desktop-database -q
+  gtk-update-icon-cache -ftq /usr/share/icons/hicolor
+}
+
+post_upgrade() {
+  update-desktop-database -q
+  gtk-update-icon-cache -ftq /usr/share/icons/hicolor
+}
+
+post_remove() {
+  update-desktop-database -q
+  gtk-update-icon-cache -ftq /usr/share/icons/hicolor
+}
diff --git a/pkgbuilds/shared/lmstudio-bin/lmstudio.desktop b/pkgbuilds/shared/lmstudio-bin/lmstudio.desktop
new file mode 100644
index 0000000..e007ca8
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/lmstudio.desktop
@@ -0,0 +1,12 @@
+[Desktop Entry]
+Name=LM Studio
+GenericName=Large Language Model Studio
+Comment=A desktop app for exploring and running large language models locally
+Exec=lm-studio %U
+Icon=lmstudio-bin
+Type=Application
+Categories=Development;ArtificialIntelligence;
+Terminal=false
+StartupNotify=true
+StartupWMClass=LM Studio
+MimeType=text/plain;
diff --git a/pkgbuilds/shared/lmstudio-bin/lmstudio.png b/pkgbuilds/shared/lmstudio-bin/lmstudio.png
new file mode 100644
index 0000000..082d6d6
Binary files /dev/null and b/pkgbuilds/shared/lmstudio-bin/lmstudio.png differ
diff --git a/pkgbuilds/shared/lmstudio-bin/update_package.py b/pkgbuilds/shared/lmstudio-bin/update_package.py
new file mode 100644
index 0000000..37bc736
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/update_package.py
@@ -0,0 +1,204 @@
+#!/usr/bin/env python3
+"""
+LM Studio PKGBUILD Maintenance Engine
+
+Resolves dynamic upstream link, extracts version, calculates SHA256,
+and generates PKGBUILD from template.
+
+Updated to handle:
+- AppImage file with calculated sha256
+- .desktop file with 'SKIP' (locally managed)
+- Static icon (lmstudio.png) with calculated sha256
+- .install file staging and template rendering
+"""
+
+import re
+import hashlib
+import requests
+import subprocess
+import tarfile
+from pathlib import Path
+from typing import Tuple, List
+
+
+def resolve_download_url(redirect_url: str = "https://lmstudio.ai/download/latest/linux/x64") -> str:
+    """
+    Follow redirects to resolve the final download URL.
+    Uses HEAD request to avoid downloading the full file.
+    """
+    print(f"Resolving download URL: {redirect_url}")
+    
+    session = requests.Session()
+    response = session.head(redirect_url, allow_redirects=True)
+    response.raise_for_status()
+    
+    final_url = response.url
+    print(f"Resolved URL: {final_url}")
+    return final_url
+
+
+def extract_version(filename: str) -> str:
+    """
+    Extract semantic version from filename using regex.
+    Expected format: LM-Studio-X.Y.Z-x64.AppImage or LM-Studio-X.Y.Z-R-x64.AppImage
+    Extracts only X.Y.Z portion (pkgrel handled separately in PKGBUILD).
+    """
+    match = re.search(r'LM-Studio-([\d.]+)-(?:\d+-)?x64\.AppImage', filename)
+    if match:
+        return match.group(1)
+    raise ValueError(f"Could not extract version from filename: {filename}")
+
+
+def calculate_sha256(file_path: str) -> str:
+    """
+    Calculate SHA256 checksum of a file.
+    Handles both AppImage and icon files with identical hashing logic.
+    """
+    print(f"Calculating SHA256 for: {file_path}")
+    
+    sha256_hash = hashlib.sha256()
+    with open(file_path, "rb") as f:
+        for byte_block in iter(lambda: f.read(4096), b""):
+            sha256_hash.update(byte_block)
+    
+    checksum = sha256_hash.hexdigest()
+    print(f"SHA256: {checksum}")
+    return checksum
+
+
+def download_file(url: str, file_path: str) -> None:
+    """
+    Download file from URL if it doesn't already exist.
+    """
+    path = Path(file_path)
+    if path.exists():
+        print(f"File already exists: {file_path}")
+        return
+    
+    print(f"Downloading: {url}")
+    response = requests.get(url, stream=True)
+    response.raise_for_status()
+    
+    with open(file_path, "wb") as f:
+        for chunk in response.iter_content(chunk_size=8192):
+            if chunk:
+                f.write(chunk)
+    
+    print(f"Downloaded: {file_path}")
+
+
+def stage_install_file() -> None:
+    """
+    Ensure lmstudio-bin.install file exists and is staged.
+    """
+    install_path = Path("/home/madgoat/Documents/LMStudio-bin Aur/lmstudio-bin.install")
+    
+    if install_path.exists():
+        print(f"✓ Install file present: {install_path}")
+    else:
+        print(f"Warning: Install file not found at {install_path}")
+
+
+def render_template(template_path: str, output_path: str, version: str, url: str, sha256: str, icon_sha256: str) -> None:
+    """
+    Render PKGBUILD from template by replacing placeholders.
+    
+    Placeholders:
+    - {{version}}: Semantic version extracted from filename
+    - {{url}}: Resolved download URL
+    - {{sha256}}: SHA256 checksum of the AppImage
+    - {{icon_sha256}}: SHA256 checksum of the static icon (lmstudio.png)
+    
+    The template includes sha256sums array with appimage hash, icon hash, and SKIP for .desktop file.
+    """
+    print(f"Rendering template: {template_path} -> {output_path}")
+    
+    with open(template_path, "r") as f:
+        content = f.read()
+    
+    content = content.replace("{{version}}", version)
+    content = content.replace("{{url}}", url)
+    content = content.replace("{{sha256}}", sha256)
+    content = content.replace("{{icon_sha256}}", icon_sha256)
+    
+    with open(output_path, "w") as f:
+        f.write(content)
+    
+    print(f"Generated: {output_path}")
+
+
+def generate_srcinfo() -> None:
+    """
+    Generate .SRCINFO using makepkg --printsrcinfo.
+    """
+    print("Generating .SRCINFO...")
+    
+    result = subprocess.run(
+        ["makepkg", "--printsrcinfo"],
+        capture_output=True,
+        text=True,
+        cwd="/home/madgoat/Documents/LMStudio-bin Aur"
+    )
+    
+    if result.returncode != 0:
+        raise RuntimeError(f"makepkg failed: {result.stderr}")
+    
+    with open("/home/madgoat/Documents/LMStudio-bin Aur/.SRCINFO", "w") as f:
+        f.write(result.stdout)
+    
+    print("Generated: .SRCINFO")
+
+
+def main():
+    """
+    Main maintenance engine workflow.
+    """
+    print("=== LM Studio PKGBUILD Maintenance Engine ===\n")
+    
+    # Change to workspace directory
+    import os
+    os.chdir("/home/madgoat/Documents/LMStudio-bin Aur")
+    
+    # Step 1: Resolve download URL
+    final_url = resolve_download_url()
+    
+    # Step 2: Extract filename and version
+    filename = final_url.split("/")[-1]
+    version = extract_version(filename)
+    print(f"Detected version: {version}\n")
+    
+    # Step 3: Download file if missing
+    download_file(final_url, filename)
+    
+    # Step 4: Calculate SHA256 for AppImage
+    sha256 = calculate_sha256(filename)
+    print()
+    
+    # Step 5: Calculate SHA256 for static icon (lmstudio.png)
+    # Uses identical hashing logic as AppImage
+    icon_hash = calculate_sha256("lmstudio.png")
+    print()
+    
+    # Step 6: Stage install file
+    stage_install_file()
+    print()
+    
+    # Step 7: Render PKGBUILD from template
+    # The template uses {{sha256}} for the AppImage hash and {{icon_sha256}} for icon hash
+    # and the sha256sums array in the template includes both hashes plus 'SKIP' for .desktop file
+    render_template("PKGBUILD.template", "PKGBUILD", version, final_url, sha256, icon_hash)
+    print()
+    
+    # Step 8: Generate .SRCINFO
+    generate_srcinfo()
+    
+    print("\n=== Maintenance Engine Complete ===")
+    print(f"Version: {version}")
+    print(f"URL: {final_url}")
+    print(f"AppImage SHA256: {sha256}")
+    print(f"Icon SHA256: {icon_hash}")
+    print(f"SHA256sums: ('{sha256}' '{icon_hash}' 'SKIP')")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pkgbuilds/shared/lmstudio-bin/verify_git_hygiene.sh b/pkgbuilds/shared/lmstudio-bin/verify_git_hygiene.sh
new file mode 100755
index 0000000..d9f5478
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/verify_git_hygiene.sh
@@ -0,0 +1,100 @@
+#!/bin/bash
+# Git Hygiene Verification Guard
+# Updated: Explicitly allows lmstudio.png, verifies exclusion of src/ and pkg/ from history and staged index
+
+echo "=== Git Hygiene Verification Guard ==="
+echo ""
+
+# Color codes
+RED="\033[0;31m"
+GREEN="\033[0;32m"
+YELLOW="\033[1;33m"
+NC="\033[0m"
+
+FAIL=0
+
+# Check 1: Verify lmstudio.png is NOT ignored (explicitly allowed)
+echo "Check 1: Verifying lmstudio.png is tracked/allowed..."
+if git ls-files lmstudio.png 2>/dev/null | grep -q "lmstudio.png"; then
+    echo -e "${GREEN}✓ PASSED: lmstudio.png is tracked${NC}"
+elif ! git check-ignore lmstudio.png 2>/dev/null; then
+    echo -e "${GREEN}✓ PASSED: lmstudio.png is not ignored${NC}"
+else
+    echo -e "${YELLOW}⚠ WARNING: lmstudio.png appears to be in .gitignore${NC}"
+fi
+echo ""
+
+# Check 2: Verify src/ folder is NOT in git history
+echo "Check 2: Verifying src/ folder is NOT in git history..."
+SRC_IN_HISTORY=$(git log --all --full-history --name-only --format="" -- 'src/' 2>/dev/null | wc -l)
+if [ "$SRC_IN_HISTORY" -gt 0 ]; then
+    echo -e "${RED}✗ FAILED: src/ folder found in git history${NC}"
+    FAIL=1
+else
+    echo -e "${GREEN}✓ PASSED: src/ folder is clean from history${NC}"
+fi
+echo ""
+
+# Check 3: Verify pkg/ folder is NOT in git history
+echo "Check 3: Verifying pkg/ folder is NOT in git history..."
+PKG_IN_HISTORY=$(git log --all --full-history --name-only --format="" -- 'pkg/' 2>/dev/null | wc -l)
+if [ "$PKG_IN_HISTORY" -gt 0 ]; then
+    echo -e "${RED}✗ FAILED: pkg/ folder found in git history${NC}"
+    FAIL=1
+else
+    echo -e "${GREEN}✓ PASSED: pkg/ folder is clean from history${NC}"
+fi
+echo ""
+
+# Check 4: Verify src/ folder is NOT in staged index
+echo "Check 4: Verifying src/ folder is NOT in staged index..."
+SRC_STAGED=$(git diff --cached --name-only -- 'src/' 2>/dev/null | wc -l)
+if [ "$SRC_STAGED" -gt 0 ]; then
+    echo -e "${RED}✗ FAILED: src/ folder has staged files${NC}"
+    git diff --cached --name-only -- 'src/'
+    FAIL=1
+else
+    echo -e "${GREEN}✓ PASSED: src/ folder is clean from staged index${NC}"
+fi
+echo ""
+
+# Check 5: Verify pkg/ folder is NOT in staged index
+echo "Check 5: Verifying pkg/ folder is NOT in staged index..."
+PKG_STAGED=$(git diff --cached --name-only -- 'pkg/' 2>/dev/null | wc -l)
+if [ "$PKG_STAGED" -gt 0 ]; then
+    echo -e "${RED}✗ FAILED: pkg/ folder has staged files${NC}"
+    git diff --cached --name-only -- 'pkg/'
+    FAIL=1
+else
+    echo -e "${GREEN}✓ PASSED: pkg/ folder is clean from staged index${NC}"
+fi
+echo ""
+
+# Check 6: Verify no AppImages or packages are staged
+echo "Check 6: Verifying NO binary extensions are staged..."
+BINARY_STAGED=$(git diff --cached --name-only | grep -E "\.(AppImage|zst|tar\.gz)$" | wc -l)
+if [ "$BINARY_STAGED" -gt 0 ]; then
+    echo -e "${RED}✗ FAILED: Binary files are staged!${NC}"
+    git diff --cached --name-only | grep -E "\.(AppImage|zst|tar\.gz)$"
+    FAIL=1
+else
+    echo -e "${GREEN}✓ PASSED: No binary extensions staged${NC}"
+fi
+echo ""
+
+# Check 7: Review staged changes
+echo "Check 7: Reviewing staged changes summary..."
+git diff --cached --stat
+echo ""
+
+# Final result
+echo "=== Verification Summary ==="
+if [ "$FAIL" -eq 0 ]; then
+    echo -e "${GREEN}✓ All hygiene checks PASSED${NC}"
+    echo "Repository is ready for commit."
+    exit 0
+else
+    echo -e "${RED}✗ Some hygiene checks FAILED${NC}"
+    echo "Please fix the issues before committing."
+    exit 1
+fi
diff --git a/pkgbuilds/shared/lmstudio-bin/verify_system.sh b/pkgbuilds/shared/lmstudio-bin/verify_system.sh
new file mode 100755
index 0000000..ae151c9
--- /dev/null
+++ b/pkgbuilds/shared/lmstudio-bin/verify_system.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+# LM Studio AUR Package Verification Script
+# Updated: Checks for vendored lmstudio.png in root, makes /usr/share checks informative in dev environments
+
+echo "=== LM Studio AUR Verification ==="
+echo ""
+
+# 1. Vendored Icon Existence Check (Primary)
+echo "[1/4] Checking Vendored Icon..."
+if [ -f "./lmstudio.png" ]; then
+    echo "✓ Found vendored lmstudio.png in root"
+else
+    echo "✗ MISSING: vendored lmstudio.png in root"
+    exit 1
+fi
+echo ""
+
+# 2. System Icon Installation Check (Informative)
+echo "[2/4] Checking System Icon Installation..."
+if [ -f "/usr/share/pixmaps/lmstudio-bin.png" ]; then
+    echo "✓ Found lmstudio-bin pixmap icon in /usr/share"
+else
+    echo "ℹ INFO: lmstudio-bin pixmap not in /usr/share (expected in non-installed dev environment)"
+fi
+echo ""
+
+# 3. Desktop File Verification
+echo "[3/4] Verifying Desktop Entry..."
+ICON_NAME=$(grep "^Icon=" lmstudio.desktop | cut -d'=' -f2)
+if [ "$ICON_NAME" == "lmstudio-bin" ]; then
+    echo "✓ Desktop Icon name matches: $ICON_NAME"
+else
+    echo "✗ Desktop Icon mismatch: $ICON_NAME (expected lmstudio-bin)"
+    exit 1
+fi
+echo ""
+
+# 4. PKGBUILD Consistency
+echo "[4/4] Verifying PKGBUILD Icon Mapping..."
+grep -q "lmstudio.png" PKGBUILD
+if [ $? -eq 0 ]; then
+    echo "✓ PKGBUILD contains lmstudio.png mapping"
+else
+    echo "✗ PKGBUILD missing icon installation logic"
+    exit 1
+fi
+echo ""
+
+echo "=== SYSTEM GREEN ==="
diff --git a/pkgbuilds/shared/lmstudio/.SRCINFO b/pkgbuilds/shared/lmstudio/.SRCINFO
deleted file mode 100644
index 1664afb..0000000
--- a/pkgbuilds/shared/lmstudio/.SRCINFO
+++ /dev/null
@@ -1,20 +0,0 @@
-pkgbase = lmstudio
-	pkgdesc = Discover, download, and run local LLMs
-	pkgver = 0.3.35.1
-	pkgrel = 1
-	url = https://lmstudio.ai/
-	arch = x86_64
-	license = LicenseRef-EULA
-	makedepends = squashfs-tools
-	makedepends = graphicsmagick
-	depends = zlib
-	depends = hicolor-icon-theme
-	depends = fuse2
-	depends = clblast
-	noextract = lmstudio-0.3.35.1.AppImage
-	options = !strip
-	options = !debug
-	source = lmstudio-0.3.35.1.AppImage::https://installers.lmstudio.ai/linux/x64/0.3.35-1/LM-Studio-0.3.35-1-x64.AppImage
-	sha256sums = ad9bf98e91ff13b5eea1d26f1457c8d7c4bed24bbb419551d5cbff4840380953
-
-pkgname = lmstudio
diff --git a/pkgbuilds/shared/lmstudio/.nvchecker.toml b/pkgbuilds/shared/lmstudio/.nvchecker.toml
deleted file mode 100644
index 1d5a5a5..0000000
--- a/pkgbuilds/shared/lmstudio/.nvchecker.toml
+++ /dev/null
@@ -1,3 +0,0 @@
-[lmstudio]
-source = "cmd"
-cmd = "curl -sIL -o /dev/null -w '%{url_effective}\\n' https://lmstudio.ai/download/latest/linux/x64 | sed -E 's|.*x64/([0-9]+\\.[0-9]+\\.[0-9]+)-([0-9]+).*|\\1.\\2|'"
diff --git a/pkgbuilds/shared/lmstudio/PKGBUILD b/pkgbuilds/shared/lmstudio/PKGBUILD
deleted file mode 100644
index 7750fda..0000000
--- a/pkgbuilds/shared/lmstudio/PKGBUILD
+++ /dev/null
@@ -1,69 +0,0 @@
-# Maintainer: envolution
-# Contributor: SoleSoul
-# shellcheck shell=bash disable=SC2034,SC2154
-
-pkgname=lmstudio
-_appname=lm-studio
-pkgver=0.3.35.1
-_pkgver="${pkgver%.*}-${pkgver##*.}"
-pkgrel=1
-pkgdesc="Discover, download, and run local LLMs"
-arch=('x86_64')
-url="https://lmstudio.ai/"
-license=('LicenseRef-EULA')
-depends=('zlib' 'hicolor-icon-theme' 'fuse2' 'clblast')
-makedepends=('squashfs-tools' 'graphicsmagick')
-options=(!strip !debug)
-_appimage="${pkgname}-${pkgver}.AppImage"
-source=("${_appimage}::https://installers.lmstudio.ai/linux/x64/${_pkgver}/LM-Studio-${_pkgver}-x64.AppImage")
-sha256sums=('ad9bf98e91ff13b5eea1d26f1457c8d7c4bed24bbb419551d5cbff4840380953')
-noextract=("${_appimage}")
-
-prepare() {
-  rm -rf squashfs-root
-  chmod +x "${_appimage}"
-  # get the files we need for packaging
-  offset=$(./"${_appimage}" --appimage-offset)
-  unset PAGER # unsquashfs is very picky about pager settings
-  unsquashfs -q -o "$offset" -d squashfs-root "${_appimage}" \
-    "${_appname}.desktop" \
-    "usr/share/icons/hicolor/0x0/apps/lm-studio.png" \
-    "LICENSE.electron.txt" \
-    "LICENSES.chromium.html"
-  # unsquashfs -o "$offset" -l "${_appimage}" | grep -i license
-}
-
-build() {
-  # Adjust .desktop so it will work outside of AppImage container
-  sed -i -E "s|Exec=AppRun|Exec=env DESKTOPINTEGRATION=false /usr/bin/${pkgname}|" \
-    "squashfs-root/${_appname}.desktop"
-  sed -i -E "s|Icon=.*|Icon=${pkgname}|" \
-    "squashfs-root/${_appname}.desktop"
-}
-
-package() {
-  # AppImage
-  install -Dm755 "${srcdir}/${_appimage}" "${pkgdir}/opt/${pkgname}/${_appname}.AppImage"
-  install -Dm644 "${srcdir}/squashfs-root/LICENSE"* -t "${pkgdir}/usr/share/licenses/${pkgname}"
-  install -Dm644 /dev/stdin "$pkgdir/usr/share/licenses/$pkgname/EULA" <<< "https://lmstudio.ai/app-terms"
-
-
-  # Desktop file
-  install -Dm644 "${srcdir}/squashfs-root/${_appname}.desktop" \
-    "${pkgdir}/usr/share/applications/${pkgname}.desktop"
-
-  #source icon from squashfs
-  src_icon="$srcdir/squashfs-root/usr/share/icons/hicolor/0x0/apps/lm-studio.png"
-  sizes=("16x16" "32x32" "48x48" "64x64" "128x128" "256x256")
-
-  # Loop through each size and create resized icons
-  for size in "${sizes[@]}"; do
-    install -dm755 "${pkgdir}/usr/share/icons/hicolor/$size/apps"
-    gm convert "$src_icon" -resize "$size" "$pkgdir/usr/share/icons/hicolor/$size/apps/${pkgname}.png"
-  done
-
-  # Symlink executable
-  install -dm755 "${pkgdir}/usr/bin"
-  ln -s "/opt/${pkgname}/${_appname}.AppImage" "${pkgdir}/usr/bin/${pkgname}"
-}
-# vim:set ts=2 sw=2 et: