Merge pull request #1 from Comfy-Org/main

Bring up to date with official

glob/manager_core.py

@@ -44,7 +44,7 @@ import manager_migration
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 38]
+version_code = [3, 38, 1]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 

glob/manager_migration.py

@@ -93,7 +93,7 @@ def check_legacy_backup(manager_files_path):
 
     # Notice board output
     add_startup_notice(
-        "Legacy ComfyUI-Manager data backup exists. Please verify and remove when no longer needed.",
+        "Legacy ComfyUI-Manager data backup exists. Please verify and remove when no longer needed. See terminal for details.",
         level='info'
     )
 

glob/manager_util.py

@@ -55,7 +55,7 @@ def get_pip_cmd(force_uv=False):
             subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
             return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'pip']
         except Exception:
-            logging.warning("[ComfyUI-Manager] python -m pip not available. Falling back to uv.")
+            logging.warning("[ComfyUI-Manager] `python -m pip` not available. Falling back to `uv`.")
 
     # Try uv (either forced or pip failed)
     import shutil
@@ -64,19 +64,19 @@ def get_pip_cmd(force_uv=False):
     try:
         test_cmd = [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', '--version']
         subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
-        logging.info("[ComfyUI-Manager] Using uv as Python module for pip operations.")
+        logging.info("[ComfyUI-Manager] Using `uv` as Python module for pip operations.")
         return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', 'pip']
     except Exception:
         pass
 
     # Try standalone uv
     if shutil.which('uv'):
-        logging.info("[ComfyUI-Manager] Using standalone uv for pip operations.")
+        logging.info("[ComfyUI-Manager] Using standalone `uv` for pip operations.")
         return ['uv', 'pip']
 
     # Nothing worked
-    logging.error("[ComfyUI-Manager] Neither python -m pip nor uv are available. Cannot proceed with package operations.")
-    raise Exception("Neither pip nor uv are available for package management")
+    logging.error("[ComfyUI-Manager] Neither `python -m pip` nor `uv` are available. Cannot proceed with package operations.")
+    raise Exception("Neither `pip` nor `uv` are available for package management")
 
 
 def make_pip_cmd(cmd):

json-checker.py

@@ -1,25 +1,264 @@
-import json
-import argparse
+#!/usr/bin/env python3
+"""JSON Entry Validator
 
-def check_json_syntax(file_path):
+Validates JSON entries based on content structure.
+
+Validation rules based on JSON content:
+- {"custom_nodes": [...]}: Validates required fields (author, title, reference, files, install_type, description)
+- {"models": [...]}: Validates JSON syntax only (no required fields)
+- Other JSON structures: Validates JSON syntax only
+
+Git repository URL validation (for custom_nodes):
+1. URLs must NOT end with .git
+2. URLs must follow format: https://github.com/{author}/{reponame}
+3. .py and .js files are exempt from this check
+
+Supported formats:
+- Array format: [{...}, {...}]
+- Object format: {"custom_nodes": [...]} or {"models": [...]}
+"""
+
+import json
+import re
+import sys
+from pathlib import Path
+from typing import Dict, List, Tuple
+
+
+# Required fields for each entry type
+REQUIRED_FIELDS_CUSTOM_NODE = ['author', 'title', 'reference', 'files', 'install_type', 'description']
+REQUIRED_FIELDS_MODEL = []  # model-list.json doesn't require field validation
+
+# Pattern for valid GitHub repository URL (without .git suffix)
+GITHUB_REPO_PATTERN = re.compile(r'^https://github\.com/[^/]+/[^/]+$')
+
+
+def get_entry_context(entry: Dict) -> str:
+    """Get identifying information from entry for error messages
+
+    Args:
+        entry: JSON entry
+
+    Returns:
+        String with author and reference info
+    """
+    parts = []
+    if 'author' in entry:
+        parts.append(f"author={entry['author']}")
+    if 'reference' in entry:
+        parts.append(f"ref={entry['reference']}")
+    if 'title' in entry:
+        parts.append(f"title={entry['title']}")
+
+    if parts:
+        return " | ".join(parts)
+    else:
+        # No identifying info - show actual entry content (truncated)
+        import json
+        entry_str = json.dumps(entry, ensure_ascii=False)
+        if len(entry_str) > 100:
+            entry_str = entry_str[:100] + "..."
+        return f"content={entry_str}"
+
+
+def validate_required_fields(entry: Dict, entry_index: int, required_fields: List[str]) -> List[str]:
+    """Validate that all required fields are present
+
+    Args:
+        entry: JSON entry to validate
+        entry_index: Index of entry in array (for error reporting)
+        required_fields: List of required field names
+
+    Returns:
+        List of error descriptions (without entry prefix/context)
+    """
+    errors = []
+
+    for field in required_fields:
+        if field not in entry:
+            errors.append(f"Missing required field '{field}'")
+        elif entry[field] is None:
+            errors.append(f"Field '{field}' is null")
+        elif isinstance(entry[field], str) and not entry[field].strip():
+            errors.append(f"Field '{field}' is empty")
+        elif field == 'files' and not entry[field]:  # Empty array
+            errors.append(f"Field 'files' is empty array")
+
+    return errors
+
+
+def validate_git_repo_urls(entry: Dict, entry_index: int) -> List[str]:
+    """Validate git repository URLs in 'files' array
+
+    Requirements:
+    - Git repo URLs must NOT end with .git
+    - Must follow format: https://github.com/{author}/{reponame}
+    - .py and .js files are exempt
+
+    Args:
+        entry: JSON entry to validate
+        entry_index: Index of entry in array (for error reporting)
+
+    Returns:
+        List of error descriptions (without entry prefix/context)
+    """
+    errors = []
+
+    if 'files' not in entry or not isinstance(entry['files'], list):
+        return errors
+
+    for file_url in entry['files']:
+        if not isinstance(file_url, str):
+            continue
+
+        # Skip .py and .js files - they're exempt from git repo validation
+        if file_url.endswith('.py') or file_url.endswith('.js'):
+            continue
+
+        # Check if it's a GitHub URL (likely a git repo)
+        if 'github.com' in file_url:
+            # Error if URL ends with .git
+            if file_url.endswith('.git'):
+                errors.append(f"Git repo URL must NOT end with .git: {file_url}")
+                continue
+
+            # Validate format: https://github.com/{author}/{reponame}
+            if not GITHUB_REPO_PATTERN.match(file_url):
+                errors.append(f"Invalid git repo URL format (expected https://github.com/author/reponame): {file_url}")
+
+    return errors
+
+
+def validate_entry(entry: Dict, entry_index: int, required_fields: List[str]) -> List[str]:
+    """Validate a single JSON entry
+
+    Args:
+        entry: JSON entry to validate
+        entry_index: Index of entry in array (for error reporting)
+        required_fields: List of required field names
+
+    Returns:
+        List of error messages (empty if valid)
+    """
+    errors = []
+
+    # Check required fields
+    errors.extend(validate_required_fields(entry, entry_index, required_fields))
+
+    # Check git repository URLs
+    errors.extend(validate_git_repo_urls(entry, entry_index))
+
+    return errors
+
+
+def validate_json_file(file_path: str) -> Tuple[bool, List[str]]:
+    """Validate JSON file containing entries
+
+    Args:
+        file_path: Path to JSON file
+
+    Returns:
+        Tuple of (is_valid, error_messages)
+    """
+    errors = []
+
+    # Check file exists
+    path = Path(file_path)
+    if not path.exists():
+        return False, [f"File not found: {file_path}"]
+
+    # Load JSON
     try:
-        with open(file_path, 'r', encoding='utf-8') as file:
-            json_str = file.read()
-            json.loads(json_str)
-            print(f"[ OK ] {file_path}")
-    except UnicodeDecodeError as e:
-        print(f"Unicode decode error: {e}")
+        with open(path, 'r', encoding='utf-8') as f:
+            data = json.load(f)
     except json.JSONDecodeError as e:
-        print(f"[FAIL] {file_path}\n\n       {e}\n")
-    except FileNotFoundError:
-        print(f"[FAIL] {file_path}\n\n       File not found\n")
+        return False, [f"Invalid JSON: {e}"]
+    except Exception as e:
+        return False, [f"Error reading file: {e}"]
+
+    # Determine required fields based on JSON content
+    required_fields = []
+
+    # Validate structure - support both array and object formats
+    entries_to_validate = []
+
+    if isinstance(data, list):
+        # Direct array format: [{...}, {...}]
+        entries_to_validate = data
+    elif isinstance(data, dict):
+        # Object format: {"custom_nodes": [...]} or {"models": [...]}
+        # Determine validation based on keys
+        if 'custom_nodes' in data and isinstance(data['custom_nodes'], list):
+            required_fields = REQUIRED_FIELDS_CUSTOM_NODE
+            entries_to_validate = data['custom_nodes']
+        elif 'models' in data and isinstance(data['models'], list):
+            required_fields = REQUIRED_FIELDS_MODEL
+            entries_to_validate = data['models']
+        else:
+            # Other JSON structures (extension-node-map.json, etc.) - just validate JSON syntax
+            return True, []
+    else:
+        return False, ["JSON root must be either an array or an object containing arrays"]
+
+    # Validate each entry
+    for idx, entry in enumerate(entries_to_validate, start=1):
+        if not isinstance(entry, dict):
+            # Show actual value for type errors
+            entry_str = json.dumps(entry, ensure_ascii=False) if not isinstance(entry, str) else repr(entry)
+            if len(entry_str) > 150:
+                entry_str = entry_str[:150] + "..."
+            errors.append(f"\n❌ Entry #{idx}: Must be an object, got {type(entry).__name__}")
+            errors.append(f"   Actual value: {entry_str}")
+            continue
+
+        entry_errors = validate_entry(entry, idx, required_fields)
+        if entry_errors:
+            # Group errors by entry with context
+            context = get_entry_context(entry)
+            errors.append(f"\n❌ Entry #{idx} ({context}):")
+            for error in entry_errors:
+                errors.append(f"   - {error}")
+
+    is_valid = len(errors) == 0
+    return is_valid, errors
+
 
 def main():
-    parser = argparse.ArgumentParser(description="JSON File Syntax Checker")
-    parser.add_argument("file_path", type=str, help="Path to the JSON file for syntax checking")
+    """Main entry point"""
+    if len(sys.argv) < 2:
+        print("Usage: python json-checker.py <json-file>")
+        print("\nValidates JSON entries based on content:")
+        print("  - {\"custom_nodes\": [...]}: Validates required fields (author, title, reference, files, install_type, description)")
+        print("  - {\"models\": [...]}: Validates JSON syntax only (no required fields)")
+        print("  - Other JSON structures: Validates JSON syntax only")
+        print("\nGit repo URL validation (for custom_nodes):")
+        print("  - URLs must NOT end with .git")
+        print("  - URLs must follow: https://github.com/{author}/{reponame}")
+        sys.exit(1)
 
-    args = parser.parse_args()
-    check_json_syntax(args.file_path)
+    file_path = sys.argv[1]
 
-if __name__ == "__main__":
+    is_valid, errors = validate_json_file(file_path)
+
+    if is_valid:
+        print(f"✅ {file_path}: Validation passed")
+        sys.exit(0)
+    else:
+        print(f"Validating: {file_path}")
+        print("=" * 60)
+        print("❌ Validation failed!\n")
+        print("Errors:")
+        # Count actual errors (lines starting with "   -")
+        error_count = sum(1 for e in errors if e.strip().startswith('-'))
+        for error in errors:
+            # Don't add ❌ prefix to grouped entries (they already have it)
+            if error.strip().startswith('❌'):
+                print(error)
+            else:
+                print(error)
+        print(f"\nTotal errors: {error_count}")
+        sys.exit(1)
+
+
+if __name__ == '__main__':
     main()

node_db/dev/custom-node-list.json

@@ -1,5 +1,196 @@
 {
     "custom_nodes": [
+        {
+            "author": "anilstream",
+            "title": "ComfyUI-NanoBananaPro",
+            "reference": "https://github.com/anilstream/ComfyUI-NanoBananaPro",
+            "files": [
+                "https://github.com/anilstream/ComfyUI-NanoBananaPro"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI node implementing basic functionality with NanoBananaBasicNode. (Description by CC)"
+        },
+        {
+            "author": "Toxic1228",
+            "title": "Eleven-labs-comfyui-sts",
+            "reference": "https://github.com/Toxic1228/Eleven-labs-comfyui-sts",
+            "files": [
+                "https://github.com/Toxic1228/Eleven-labs-comfyui-sts"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI integration node for Eleven Labs text-to-speech service (requires API key). (Description by CC)"
+        },
+        {
+            "author": "NeoTech",
+            "title": "comfyui-laserprep",
+            "reference": "https://github.com/NeoTech/comfyui-laserprep",
+            "files": [
+                "https://github.com/NeoTech/comfyui-laserprep"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI node implementing laser preparation functionality with LaserPrep node. (Description by CC)"
+        },        
+        {
+            "author": "Enferlain",
+            "title": "ComfyUI-extra-schedulers [WIP]",
+            "reference": "https://github.com/Enferlain/ComfyUI-extra-schedulers",
+            "files": [
+                "https://github.com/Enferlain/ComfyUI-extra-schedulers"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom nodes providing additional scheduler implementations for advanced sampling control. (Description by CC)\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "tiange-tree",
+            "title": "BLUEAI_ComfyUI_OpenAI",
+            "reference": "https://github.com/tiange-tree/BLUEAI_ComfyUI_OpenAI",
+            "files": [
+                "https://github.com/tiange-tree/BLUEAI_ComfyUI_OpenAI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: BLUEAI_OpenAI_Node"
+        },
+        {
+            "author": "nestflow",
+            "title": "ComfyUI-WanPlus",
+            "reference": "https://github.com/nestflow/ComfyUI-WanPlus",
+            "files": [
+                "https://github.com/nestflow/ComfyUI-WanPlus"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes for video frame manipulation and image-to-video conversion. (Description by CC)"
+        },
+        {
+            "author": "twdockery",
+            "title": "ComfyUI_Prompt_Batch_Generator",
+            "reference": "https://github.com/twdockery/ComfyUI_Prompt_Batch_Generator",
+            "files": [
+                "https://github.com/twdockery/ComfyUI_Prompt_Batch_Generator"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for batch image generation with Stable Diffusion 1.5, optimized for low VRAM systems. (Description by CC)"
+        },
+        {
+            "author": "tuxiansheng-ld",
+            "title": "Comfyui-tuxiansheng-nodes",
+            "reference": "https://github.com/tuxiansheng-ld/Comfyui-tuxiansheng-nodes",
+            "files": [
+                "https://github.com/tuxiansheng-ld/Comfyui-tuxiansheng-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: StringToListNode"
+        },
+        {
+            "author": "krakenunbound",
+            "title": "Kraken Discord Bot",
+            "id": "kraken-discord-bot",
+            "reference": "https://github.com/krakenunbound/kraken-discord-bot",
+            "files": [
+                "https://github.com/krakenunbound/kraken-discord-bot"
+            ],
+            "install_type": "git-clone",
+            "description": "All-in-one Discord bot node for AI image generation. Simple setup - just add token, select model, and queue. Includes style presets, rate limiting, and queue management."
+        },
+        {
+            "author": "quinteroac",
+            "title": "comfyui_api_executor_nodes",
+            "reference": "https://github.com/quinteroac/comfyui_api_executor_nodes",
+            "files": [
+                "https://github.com/quinteroac/comfyui_api_executor_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI that enable workflow execution via API (internal or external), as well as input/output handling and workflow selection."
+        },        
+        {
+            "author": "Chang-Jin-Lee",
+            "title": "ComfyUI-PromptMixer-AI [WIP]",
+            "reference": "https://github.com/Chang-Jin-Lee/ComfyUI-PromptMixer-AI",
+            "files": [
+                "https://github.com/Chang-Jin-Lee/ComfyUI-PromptMixer-AI"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node collection for unified control of checkpoints, steps, CFG, samplers, LoRA and prompt parameters with local LLM integration. (Description by CC)\nNOTE: The files in the repo are not organized."
+        },        
+        {
+            "author": "leacvikas0",
+            "title": "ComfyUI-Presence [WIP]",
+            "reference": "https://github.com/leacvikas0/ComfyUI-Presence",
+            "files": [
+                "https://github.com/leacvikas0/ComfyUI-Presence"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: BeautifulTextNode, FluxAdaptiveInjector, InspectNode, PresenceDirector, PresenceDirectorFireworks, PresenceDirectorVertex, PresenceSaver, UnaliverBundlePreview, UnaliverNode, UnaliverPlanner, UnaliverStepIterato, ...\nNOTE: The files in the repo are not organized."
+        },        
+        {
+            "author": "Kraven1109",
+            "title": "ComfyUI-Llama [NAME CONFLICT]",
+            "reference": "https://github.com/Kraven1109/ComfyUI-Llama",
+            "files": [
+                "https://github.com/Kraven1109/ComfyUI-Llama"
+            ],
+            "install_type": "git-clone",
+            "description": "Lightweight ComfyUI plugin exposing llama.cpp-based one-shot Qwen VQA nodes."
+        },        
+        {
+            "author": "xiaoxidashen",
+            "title": "comfyui_my_utils",
+            "reference": "https://github.com/xiaoxidashen/comfyui_my_utils",
+            "files": [
+                "https://github.com/xiaoxidashen/comfyui_my_utils"
+            ],
+            "install_type": "git-clone",
+            "description": "Guide and utilities for creating ComfyUI custom nodes with image/video preview functionality. (Description by CC)"
+        },
+        {
+            "author": "agavesunset",
+            "title": "ComfyUI_LoRA_Tracker",
+            "reference": "https://github.com/agavesunset/ComfyUI_LoRA_Tracker",
+            "files": [
+                "https://github.com/agavesunset/ComfyUI_LoRA_Tracker"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI node for tracking and displaying LoRA parameters. (Description by CC)"
+        },
+        {
+            "author": "SleazySleaze",
+            "title": "aesthetic-persona-comfyui-node",
+            "reference": "https://github.com/SleazySleaze/aesthetic-persona-comfyui-node",
+            "files": [
+                "https://github.com/SleazySleaze/aesthetic-persona-comfyui-node"
+            ],
+            "install_type": "git-clone",
+            "description": "Node providing aesthetic persona parsing capabilities for ComfyUI. (Description by CC)"
+        },
+        {
+            "author": "xtanqn",
+            "title": "comfyui-xishen [WIP]",
+            "reference": "https://github.com/xtanqn/comfyui-xishen",
+            "files": [
+                "https://github.com/xtanqn/comfyui-xishen"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that generates random numbers as text output.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "heyburns",
+            "title": "ComfyUI-Logic-Redux [WIP]",
+            "reference": "https://github.com/heyburns/ComfyUI-Logic-Redux",
+            "files": [
+                "https://github.com/heyburns/ComfyUI-Logic-Redux"
+            ],
+            "install_type": "git-clone",
+            "description": "Validation-friendly rewrite of ComfyUI Logic nodes with drop-in compatibility, featuring compare, int/float/bool/string pass-through, ternary logic, and debug nodes. (Description by CC)\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Mohamed-Sakr",
+            "title": "ComfyUI-SimpleMarkdown [UNSAFE]",
+            "reference": "https://github.com/Mohamed-Sakr/ComfyUI-SimpleMarkdown",
+            "files": [
+                "https://github.com/Mohamed-Sakr/ComfyUI-SimpleMarkdown"
+            ],
+            "install_type": "git-clone",
+            "description": "A simple markdown node for ComfyUI[w/This nodepack has a frontend vulnerability.]"
+        },
         {
             "author": "starsFriday",
             "title": "ComfyUI-Tracker-Person [WIP]",
@@ -320,16 +511,6 @@
             "install_type": "git-clone",
             "description": "Integrated Qwen-Image node for ComfyUI with all-in-one model loading, 4 LoRA slots, memory optimization via BlockSwap reducing VRAM usage by 30-60%, and multiple quantization options.\nNOTE: The files in the repo are not organized."
         },
-        {
-            "author": "nohikomiso",
-            "title": "ComfyUI-ImageFolderPicker [UNSAFE]",
-            "reference": "https://github.com/nohikomiso/ComfyUI-ImageFolderPicker",
-            "files": [
-                "https://github.com/nohikomiso/ComfyUI-ImageFolderPicker"
-            ],
-            "install_type": "git-clone",
-            "description": "Custom ComfyUI node for browsing local server folders and selecting images via thumbnail display in a grid interface. (Description by CC)[w/This nodepack has a vulnerability that allows it to retrieve a list of files from arbitrary paths.]"
-        },
         {
             "author": "tori29umai0123",
             "title": "ComfyUI-SDXLGenerateFromTextFile [UNSAFE]",
@@ -1063,16 +1244,6 @@
             "install_type": "git-clone",
             "description": "ComfyUI-CC-ImageLoader is an enhanced image loading node designed for ComfyUI. It is developed based on two excellent projects: ComfyUI-Thumbnails and ComfyUI_Local_Media_Manager.[w/This nodepack includes an endpoint that access files from arbitrary paths.]"
         },
-        {
-            "author": "rzasharp79",
-            "title": "ComfyUI--SolarFlare",
-            "reference": "https://github.com/rzasharp79/ComfyUI--SolarFlare",
-            "files": [
-                "https://github.com/rzasharp79/ComfyUI--SolarFlare"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES: Qwen Image, ..."
-        },
         {
             "author": "A1rCHAN",
             "title": "Eric's Prompt Enhancers for ComfyUI# Eric's Prompt Enhancers for ComfyUI",
@@ -1203,16 +1374,6 @@
             "install_type": "git-clone",
             "description": "NODES: Image Size Input, Date/Time based output path"
         },
-        {
-            "author": "octapus8085",
-            "title": "OpenAI-comfyui-O",
-            "reference": "https://github.com/Spicely/Comfyui-File-Utils",
-            "files": [
-                "https://github.com/Spicely/Comfyui-File-Utils"
-            ],
-            "install_type": "git-clone",
-            "description": "This plugin provides multiple file-handling and utility nodes for ComfyUI, including: image saving, audio saving, video saving, video composition, audio-to-subtitle conversion, and random number generation nodes. These nodes not only process files but also return their absolute file paths.\nNOTE: The files in the repo are not organized.[w/This nodepack contains a node that has a vulnerability allowing write to arbitrary file paths.]"
-        },
         {
             "author": "octapus8085",
             "title": "OpenAI-comfyui-O",
@@ -4618,7 +4779,8 @@
             "description": "NODES: Face Detector Selector, YC Human Parts Ultra(Advance), Color Match (YC)"
         },
         {
-            "author": "virallover",
+            "author": "maizerrr",
+            "title": "comfyui-code-nodes",
             "reference": "https://github.com/maizerrr/comfyui-code-nodes",
             "files": [
                 "https://github.com/maizerrr/comfyui-code-nodes"

node_db/legacy/custom-node-list.json

@@ -1,5 +1,155 @@
 {
     "custom_nodes": [
+        {
+            "author": "mcrataobrabo",
+            "title": "comfyui-smart-lora-downloader - Automatically Fetch Missing LoRAs [REMOVED]",
+            "reference": "https://github.com/mcrataobrabo/comfyui-smart-lora-downloader",
+            "files": [
+                "https://github.com/mcrataobrabo/comfyui-smart-lora-downloader"
+            ],
+            "install_type": "git-clone",
+            "description": "Automatically detect and download missing LoRAs for ComfyUI workflows"
+        },
+        {
+            "author": "KANAsho34636",
+            "title": "ComfyUI-NaturalSort-ImageLoader [REMOVED]",
+            "reference": "https://github.com/KANAsho34636/ComfyUI-NaturalSort-ImageLoader",
+            "files": [
+                "https://github.com/KANAsho34636/ComfyUI-NaturalSort-ImageLoader"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom image loader node supporting natural number sorting with multiple sort modes (natural, lexicographic, modification time, creation time, reverse natural). (Description by CC)"
+        },
+        {
+            "author": "johninthewinter",
+            "title": "comfyui-fal-flux-2-John [REMOVED]",
+            "reference": "https://github.com/johninthewinter/comfyui-fal-flux-2-John",
+            "files": [
+                "https://github.com/johninthewinter/comfyui-fal-flux-2-John"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI that integrate with fal.ai's FLUX 2 and FLUX 1 LoRA APIs for text-to-image generation."
+        },
+        {
+            "author": "LargeModGames",
+            "title": "ComfyUI LoRA Auto Downloader [REMOVED]",
+            "reference": "https://github.com/LargeModGames/comfyui-smart-lora-downloader",
+            "files": [
+                "https://github.com/LargeModGames/comfyui-smart-lora-downloader"
+            ],
+            "install_type": "git-clone",
+            "description": "Automatically download missing LoRAs from CivitAI and detect missing LoRAs in workflows. Features smart directory detection and easy installation."
+        },
+        {
+            "author": "DiffusionWave",
+            "title": "PickResolution_DiffusionWave [DEPRECATED]",
+            "reference": "https://github.com/DiffusionWave/PickResolution_DiffusionWave",
+            "files": [
+                "https://github.com/DiffusionWave/PickResolution_DiffusionWave"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that allows selecting a base resolution, applying a custom scaling value based on FLOAT (up to 10 decimal places), and adding an extra integer value. Outputs include both INT and FLOAT resolutions, making it perfect for you to play around with."
+        },
+        {
+            "author": "geltz",
+            "title": "ComfyUI-geltz [REMOVED]",
+            "reference": "https://github.com/geltz/ComfyUI-geltz",
+            "files": [
+                "https://github.com/geltz/ComfyUI-geltz"
+            ],
+            "install_type": "git-clone",
+            "description": "Various custom nodes; guidance, latents, sampling, tokenization, etc."
+        },
+        {
+            "author": "anilsathyan7",
+            "title": "ComfyUI-Crystal-Upscaler [REMOVED]",
+            "reference": "https://github.com/anilsathyan7/ComfyUI-Crystal-Upscaler",
+            "files": [
+                "https://github.com/anilsathyan7/ComfyUI-Crystal-Upscaler"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node for image upscaling using crystal upscaling technology. (Description by CC)"
+        },
+        {
+            "author": "nohikomiso",
+            "title": "ComfyUI-ImageFolderPicker [REMOVED/UNSAFE]",
+            "reference": "https://github.com/nohikomiso/ComfyUI-ImageFolderPicker",
+            "files": [
+                "https://github.com/nohikomiso/ComfyUI-ImageFolderPicker"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI node for browsing local server folders and selecting images via thumbnail display in a grid interface. (Description by CC)[w/This nodepack has a vulnerability that allows it to retrieve a list of files from arbitrary paths.]"
+        },
+        {
+            "author": "rzasharp79",
+            "title": "ComfyUI--SolarFlare [REMOVED]",
+            "reference": "https://github.com/rzasharp79/ComfyUI--SolarFlare",
+            "files": [
+                "https://github.com/rzasharp79/ComfyUI--SolarFlare"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Qwen Image, ..."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-no-one-above-me [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-no-one-above-me",
+            "files": [
+                "https://github.com/shinich39/comfyui-no-one-above-me"
+            ],
+            "install_type": "git-clone",
+            "description": "Fix node to top."
+        },
+        {
+            "author": "octapus8085",
+            "title": "OpenAI-comfyui-O [REMOVED]",
+            "reference": "https://github.com/Spicely/Comfyui-File-Utils",
+            "files": [
+                "https://github.com/Spicely/Comfyui-File-Utils"
+            ],
+            "install_type": "git-clone",
+            "description": "This plugin provides multiple file-handling and utility nodes for ComfyUI, including: image saving, audio saving, video saving, video composition, audio-to-subtitle conversion, and random number generation nodes. These nodes not only process files but also return their absolute file paths.\nNOTE: The files in the repo are not organized.[w/This nodepack contains a node that has a vulnerability allowing write to arbitrary file paths.]"
+        },        
+        {
+            "author": "yemanou",
+            "title": "NABA Image (Gemini REST) Node [REMOVED]",
+            "reference": "https://github.com/yemanou/ComfyUI-NABA",
+            "files": [
+                "https://github.com/yemanou/ComfyUI-NABA"
+            ],
+            "install_type": "git-clone",
+            "description": "Simplified Gemini 2.5 Flash Image Preview node for ComfyUI. REST-only for stability, two optional reference images, padded aspect ratio resizing (no stretching), and basic sampling controls. All extra debug layers, SDK path, multi-seed, and legacy compatibility code removed to avoid crashes."
+        },
+        {
+            "author": "comrender",
+            "title": "ComfyUI-Nano-Banana-Resizer [REMOVED]",
+            "reference": "https://github.com/comrender/ComfyUI-Nano-Banana-Resizer",
+            "files": [
+                "https://github.com/comrender/ComfyUI-Nano-Banana-Resizer"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI custom node that automatically calculates optimal output dimensions for Google's Nano Banana image editing model, supporting 22 aspect ratio buckets and ensuring pixel-perfect outputs without shifting or cropping."
+        },
+        {
+            "author": "comrender",
+            "title": "ComfyUI-edge-match-checker [REMOVED]",
+            "reference": "https://github.com/comrender/ComfyUI-edge-match-checker",
+            "files": [
+                "https://github.com/comrender/ComfyUI-edge-match-checker"
+            ],
+            "install_type": "git-clone",
+            "description": "Node comparing two image masks or images with adjustable overlap threshold (default 95%) for detecting minor shifts and mismatches in proportions, suitable for automated post-processing validation. (Description by CC)"
+        },
+        {
+            "author": "comrender",
+            "title": "ComfyUI-gpt5_image_text [REMOVED]",
+            "reference": "https://github.com/comrender/ComfyUI-gpt5_image_text",
+            "files": [
+                "https://github.com/comrender/ComfyUI-gpt5_image_text"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI custom node for vision + text analysis using GPT-5 and GPT-4o with direct API key input, system prompt, temperature, max tokens, and multi-image support."
+        },
         {
             "author": "PozzettiAndrea",
             "title": "ComfyUI-CameraAnalysis [REMOVED]",

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "3.38"
+version = "3.38.1"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-nio", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
 

scanner.py

@@ -16,6 +16,108 @@ import sys
 
 from urllib.parse import urlparse
 from github import Github, Auth
+from pathlib import Path
+from typing import Set, Dict, Optional
+
+# Scanner version for cache invalidation
+SCANNER_VERSION = "2.0.11"  # Multi-layer detection: class existence + display names
+
+# Cache for extract_nodes and extract_nodes_enhanced results
+_extract_nodes_cache: Dict[str, Set[str]] = {}
+_extract_nodes_enhanced_cache: Dict[str, Set[str]] = {}
+_file_mtime_cache: Dict[Path, float] = {}
+
+
+def _get_repo_root(file_path: Path) -> Optional[Path]:
+    """Find the repository root directory containing .git"""
+    current = file_path if file_path.is_dir() else file_path.parent
+    while current != current.parent:
+        if (current / ".git").exists():
+            return current
+        current = current.parent
+    return None
+
+
+def _get_repo_hash(repo_path: Path) -> str:
+    """Get git commit hash or fallback identifier"""
+    git_dir = repo_path / ".git"
+    if not git_dir.exists():
+        return ""
+
+    try:
+        # Read HEAD to get current commit
+        head_file = git_dir / "HEAD"
+        if head_file.exists():
+            head_content = head_file.read_text().strip()
+            if head_content.startswith("ref:"):
+                # HEAD points to a ref
+                ref_path = git_dir / head_content[5:].strip()
+                if ref_path.exists():
+                    commit_hash = ref_path.read_text().strip()
+                    return commit_hash[:16]  # First 16 chars
+            else:
+                # Detached HEAD
+                return head_content[:16]
+    except:
+        pass
+
+    return ""
+
+
+def _load_per_repo_cache(repo_path: Path) -> Optional[tuple]:
+    """Load nodes and metadata from per-repo cache
+
+    Returns:
+        tuple: (nodes_set, metadata_dict) or None if cache invalid
+    """
+    cache_file = repo_path / ".git" / "nodecache.json"
+
+    if not cache_file.exists():
+        return None
+
+    try:
+        with open(cache_file, 'r') as f:
+            cache_data = json.load(f)
+
+        # Verify scanner version
+        if cache_data.get('scanner_version') != SCANNER_VERSION:
+            return None
+
+        # Verify git hash
+        current_hash = _get_repo_hash(repo_path)
+        if cache_data.get('git_hash') != current_hash:
+            return None
+
+        # Return nodes and metadata
+        nodes = cache_data.get('nodes', [])
+        metadata = cache_data.get('metadata', {})
+        return (set(nodes) if nodes else set(), metadata)
+
+    except:
+        return None
+
+
+def _save_per_repo_cache(repo_path: Path, all_nodes: Set[str], metadata: dict = None):
+    """Save nodes and metadata to per-repo cache"""
+    cache_file = repo_path / ".git" / "nodecache.json"
+
+    if not cache_file.parent.exists():
+        return
+
+    git_hash = _get_repo_hash(repo_path)
+    cache_data = {
+        "scanner_version": SCANNER_VERSION,
+        "git_hash": git_hash,
+        "scanned_at": datetime.datetime.now().isoformat(),
+        "nodes": sorted(list(all_nodes)),
+        "metadata": metadata if metadata else {}
+    }
+
+    try:
+        with open(cache_file, 'w') as f:
+            json.dump(cache_data, f, indent=2)
+    except:
+        pass  # Silently fail - cache is optional
 
 
 def download_url(url, dest_folder, filename=None):
@@ -51,11 +153,12 @@ Examples:
   # Standard mode
   python3 scanner.py
   python3 scanner.py --skip-update
+  python3 scanner.py --skip-all --force-rescan
 
   # Scan-only mode
   python3 scanner.py --scan-only temp-urls-clean.list
   python3 scanner.py --scan-only urls.list --temp-dir /custom/temp
-  python3 scanner.py --scan-only urls.list --skip-update
+  python3 scanner.py --scan-only urls.list --skip-update --force-rescan
         '''
     )
 
@@ -69,6 +172,8 @@ Examples:
                        help='Skip GitHub stats collection')
     parser.add_argument('--skip-all', action='store_true',
                        help='Skip all update operations')
+    parser.add_argument('--force-rescan', action='store_true',
+                       help='Force rescan all nodes (ignore cache)')
 
     # Backward compatibility: positional argument for temp_dir
     parser.add_argument('temp_dir_positional', nargs='?', metavar='TEMP_DIR',
@@ -94,6 +199,11 @@ parse_cnt = 0
 def extract_nodes(code_text):
     global parse_cnt
 
+    # Check cache first
+    cache_key = hash(code_text)
+    if cache_key in _extract_nodes_cache:
+        return _extract_nodes_cache[cache_key].copy()
+
     try:
         if parse_cnt % 100 == 0:
             print(".", end="", flush=True)
@@ -128,12 +238,458 @@ def extract_nodes(code_text):
                     if key is not None and isinstance(key.value, str):
                         s.add(key.value.strip())
 
+            # Cache the result
+            _extract_nodes_cache[cache_key] = s
             return s
         else:
+            # Cache empty result
+            _extract_nodes_cache[cache_key] = set()
             return set()
+    except:
+        # Cache empty result on error
+        _extract_nodes_cache[cache_key] = set()
+        return set()
+
+def extract_nodes_from_repo(repo_path: Path, verbose: bool = False, force_rescan: bool = False) -> tuple:
+    """
+    Extract all nodes and metadata from a repository with per-repo caching.
+
+    Automatically caches results in .git/nodecache.json.
+    Cache is invalidated when:
+    - Git commit hash changes
+    - Scanner version changes
+    - force_rescan flag is True
+
+    Args:
+        repo_path: Path to repository root
+        verbose: If True, print UI-only extension detection messages
+        force_rescan: If True, ignore cache and force fresh scan
+
+    Returns:
+        tuple: (nodes_set, metadata_dict)
+    """
+    # Ensure path is absolute
+    repo_path = repo_path.resolve()
+
+    # Check per-repo cache first (unless force_rescan is True)
+    if not force_rescan:
+        cached_result = _load_per_repo_cache(repo_path)
+        if cached_result is not None:
+            return cached_result
+
+    # Cache miss - scan all .py files
+    all_nodes = set()
+    all_metadata = {}
+    py_files = list(repo_path.rglob("*.py"))
+
+    # Filter out __pycache__, .git, and other hidden directories
+    filtered_files = []
+    for f in py_files:
+        try:
+            rel_path = f.relative_to(repo_path)
+            # Skip __pycache__, .git, and any directory starting with .
+            if '__pycache__' not in str(rel_path) and not any(part.startswith('.') for part in rel_path.parts):
+                filtered_files.append(f)
+        except:
+            continue
+    py_files = filtered_files
+
+    for py_file in py_files:
+        try:
+            # Read file with proper encoding
+            with open(py_file, 'r', encoding='utf-8', errors='ignore') as f:
+                code = f.read()
+
+            if code:
+                # Extract nodes using SAME logic as scan_in_file
+                # V1 nodes (enhanced with fallback patterns)
+                nodes = extract_nodes_enhanced(code, py_file, visited=set(), verbose=verbose)
+                all_nodes.update(nodes)
+
+                # V3 nodes detection
+                v3_nodes = extract_v3_nodes(code)
+                all_nodes.update(v3_nodes)
+
+                # Dict parsing - exclude commented NODE_CLASS_MAPPINGS lines
+                pattern = r"_CLASS_MAPPINGS\s*(?::\s*\w+\s*)?=\s*(?:\\\s*)?{([^}]*)}"
+                regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
+
+                for match_obj in regex.finditer(code):
+                    # Get the line where NODE_CLASS_MAPPINGS is defined
+                    match_start = match_obj.start()
+                    line_start = code.rfind('\n', 0, match_start) + 1
+                    line_end = code.find('\n', match_start)
+                    if line_end == -1:
+                        line_end = len(code)
+                    line = code[line_start:line_end]
+
+                    # Skip if line starts with # (commented)
+                    if re.match(r'^\s*#', line):
+                        continue
+
+                    match = match_obj.group(1)
+
+                    # Filter out commented lines from dict content
+                    match_lines = match.split('\n')
+                    match_filtered = '\n'.join(
+                        line for line in match_lines
+                        if not re.match(r'^\s*#', line)
+                    )
+
+                    # Extract key-value pairs with double quotes
+                    key_value_pairs = re.findall(r"\"([^\"]*)\"\s*:\s*([^,\n]*)", match_filtered)
+                    for key, value in key_value_pairs:
+                        all_nodes.add(key.strip())
+
+                    # Extract key-value pairs with single quotes
+                    key_value_pairs = re.findall(r"'([^']*)'\s*:\s*([^,\n]*)", match_filtered)
+                    for key, value in key_value_pairs:
+                        all_nodes.add(key.strip())
+
+                # Handle .update() pattern (AFTER comment removal)
+                code_cleaned = re.sub(r'^#.*?$', '', code, flags=re.MULTILINE)
+
+                update_pattern = r"_CLASS_MAPPINGS\.update\s*\(\s*{([^}]*)}\s*\)"
+                update_match = re.search(update_pattern, code_cleaned, re.DOTALL)
+                if update_match:
+                    update_dict_text = update_match.group(1)
+                    # Extract key-value pairs (double quotes)
+                    update_pairs = re.findall(r'"([^"]*)"\s*:\s*([^,\n]*)', update_dict_text)
+                    for key, value in update_pairs:
+                        all_nodes.add(key.strip())
+                    # Extract key-value pairs (single quotes)
+                    update_pairs_single = re.findall(r"'([^']*)'\s*:\s*([^,\n]*)", update_dict_text)
+                    for key, value in update_pairs_single:
+                        all_nodes.add(key.strip())
+
+                # Additional regex patterns (AFTER comment removal)
+                patterns = [
+                    r'^[^=]*_CLASS_MAPPINGS\["(.*?)"\]',
+                    r'^[^=]*_CLASS_MAPPINGS\[\'(.*?)\'\]',
+                    r'@register_node\("(.+)",\s*\".+"\)',
+                    r'"(\w+)"\s*:\s*{"class":\s*\w+\s*'
+                ]
+
+                for pattern in patterns:
+                    keys = re.findall(pattern, code_cleaned)
+                    all_nodes.update(key.strip() for key in keys)
+
+                # Extract metadata from this file
+                metadata = extract_metadata_only(str(py_file))
+                all_metadata.update(metadata)
+        except Exception as e:
+            # Silently skip files that can't be read
+            continue
+
+    # Save to per-repo cache
+    _save_per_repo_cache(repo_path, all_nodes, all_metadata)
+
+    return (all_nodes, all_metadata)
+
+
+def _verify_class_exists(node_name: str, code_text: str, file_path: Optional[Path] = None) -> tuple[bool, Optional[str], Optional[int]]:
+    """
+    Verify that a node class exists and has ComfyUI node structure.
+
+    Returns: (exists: bool, file_path: str, line_number: int)
+
+    A valid ComfyUI node must have:
+    - Class definition (not commented)
+    - At least one of: INPUT_TYPES, RETURN_TYPES, FUNCTION method/attribute
+    """
+    try:
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            tree = ast.parse(code_text)
+    except:
+        return (False, None, None)
+
+    for node in ast.walk(tree):
+        if isinstance(node, ast.ClassDef):
+            if node.name == node_name or node.name.replace('_', '') == node_name.replace('_', ''):
+                # Found class definition - check if it has ComfyUI interface
+                has_input_types = False
+                has_return_types = False
+                has_function = False
+
+                for item in node.body:
+                    # Check for INPUT_TYPES method
+                    if isinstance(item, ast.FunctionDef) and item.name == 'INPUT_TYPES':
+                        has_input_types = True
+                    # Check for RETURN_TYPES attribute
+                    elif isinstance(item, ast.Assign):
+                        for target in item.targets:
+                            if isinstance(target, ast.Name):
+                                if target.id == 'RETURN_TYPES':
+                                    has_return_types = True
+                                elif target.id == 'FUNCTION':
+                                    has_function = True
+                    # Check for FUNCTION method
+                    elif isinstance(item, ast.FunctionDef):
+                        has_function = True
+
+                # Valid if has any ComfyUI signature
+                if has_input_types or has_return_types or has_function:
+                    file_str = str(file_path) if file_path else None
+                    return (True, file_str, node.lineno)
+
+    return (False, None, None)
+
+
+def _extract_display_name_mappings(code_text: str) -> Set[str]:
+    """
+    Extract node names from NODE_DISPLAY_NAME_MAPPINGS.
+
+    Pattern:
+        NODE_DISPLAY_NAME_MAPPINGS = {
+            "node_key": "Display Name",
+            ...
+        }
+
+    Returns:
+        Set of node keys from NODE_DISPLAY_NAME_MAPPINGS
+    """
+    try:
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            tree = ast.parse(code_text)
     except:
         return set()
 
+    nodes = set()
+
+    for node in tree.body:
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Name) and target.id == 'NODE_DISPLAY_NAME_MAPPINGS':
+                    if isinstance(node.value, ast.Dict):
+                        for key in node.value.keys:
+                            if isinstance(key, ast.Constant) and isinstance(key.value, str):
+                                nodes.add(key.value.strip())
+
+    return nodes
+
+
+def extract_nodes_enhanced(
+    code_text: str,
+    file_path: Optional[Path] = None,
+    visited: Optional[Set[Path]] = None,
+    verbose: bool = False
+) -> Set[str]:
+    """
+    Enhanced node extraction with multi-layer detection system.
+
+    Scanner 2.0.11 - Comprehensive detection strategy:
+    - Phase 1: NODE_CLASS_MAPPINGS dict literal
+    - Phase 2: Class.NAME attribute access (e.g., FreeChat.NAME)
+    - Phase 3: Item assignment (NODE_CLASS_MAPPINGS["key"] = value)
+    - Phase 4: Class existence verification (detects active classes even if registration commented)
+    - Phase 5: NODE_DISPLAY_NAME_MAPPINGS cross-reference
+    - Phase 6: Empty dict detection (UI-only extensions, logging only)
+
+    Fixed Bugs:
+    - Scanner 2.0.9: Fallback cascade prevented Phase 3 execution
+    - Scanner 2.0.10: Missed active classes with commented registrations (15 false negatives)
+
+    Args:
+        code_text: Python source code
+        file_path: Path to file (for logging and caching)
+        visited: Visited paths (for circular import prevention)
+        verbose: If True, print UI-only extension detection messages
+
+    Returns:
+        Set of node names (union of all detected patterns)
+    """
+    # Check file-based cache if file_path provided
+    if file_path is not None:
+        try:
+            file_path_obj = Path(file_path) if not isinstance(file_path, Path) else file_path
+            if file_path_obj.exists():
+                current_mtime = file_path_obj.stat().st_mtime
+
+                # Check if we have cached result with matching mtime and scanner version
+                if file_path_obj in _file_mtime_cache:
+                    cached_mtime = _file_mtime_cache[file_path_obj]
+                    cache_key = (str(file_path_obj), cached_mtime, SCANNER_VERSION)
+
+                    if current_mtime == cached_mtime and cache_key in _extract_nodes_enhanced_cache:
+                        return _extract_nodes_enhanced_cache[cache_key].copy()
+        except:
+            pass  # Ignore cache errors, proceed with normal execution
+
+    # Suppress warnings from AST parsing
+    with warnings.catch_warnings():
+        warnings.filterwarnings('ignore', category=SyntaxWarning)
+        warnings.filterwarnings('ignore', category=DeprecationWarning)
+
+        # Phase 1: Original extract_nodes() - dict literal
+        phase1_nodes = extract_nodes(code_text)
+
+    # Phase 2: Class.NAME pattern
+    if visited is None:
+        visited = set()
+    phase2_nodes = _fallback_classname_resolver(code_text, file_path)
+
+    # Phase 3: Item assignment pattern
+    phase3_nodes = _fallback_item_assignment(code_text)
+
+    # Phase 4: NODE_DISPLAY_NAME_MAPPINGS cross-reference (NEW in 2.0.11)
+    # This catches nodes that are in display names but not in NODE_CLASS_MAPPINGS
+    phase4_nodes = _extract_display_name_mappings(code_text)
+
+    # Phase 5: Class existence verification ONLY for display name candidates (NEW in 2.0.11)
+    # This phase is CONSERVATIVE - only verify classes that appear in display names
+    # This catches the specific Scanner 2.0.10 bug pattern:
+    #   - NODE_CLASS_MAPPINGS registration is commented
+    #   - NODE_DISPLAY_NAME_MAPPINGS still has the entry
+    #   - Class implementation exists
+    # Example: Bjornulf_ollamaLoader in Bjornulf_custom_nodes
+    phase5_nodes = set()
+    for node_name in phase4_nodes:
+        # Only check classes that appear in display names but not in registrations
+        if node_name not in (phase1_nodes | phase2_nodes | phase3_nodes):
+            exists, _, _ = _verify_class_exists(node_name, code_text, file_path)
+            if exists:
+                phase5_nodes.add(node_name)
+
+    # Union all results (FIX: Scanner 2.0.9 bug + Scanner 2.0.10 bug)
+    # 2.0.9: Used early return which missed Phase 3 nodes
+    # 2.0.10: Only checked registrations, missed classes referenced in display names
+    all_nodes = phase1_nodes | phase2_nodes | phase3_nodes | phase4_nodes | phase5_nodes
+
+    # Phase 6: Empty dict detector (logging only, doesn't add nodes)
+    if not all_nodes:
+        _fallback_empty_dict_detector(code_text, file_path, verbose)
+
+    # Cache the result
+    if file_path is not None:
+        try:
+            file_path_obj = Path(file_path) if not isinstance(file_path, Path) else file_path
+            if file_path_obj.exists():
+                current_mtime = file_path_obj.stat().st_mtime
+                cache_key = (str(file_path_obj), current_mtime, SCANNER_VERSION)
+                _extract_nodes_enhanced_cache[cache_key] = all_nodes
+                _file_mtime_cache[file_path_obj] = current_mtime
+        except:
+            pass
+
+    return all_nodes
+
+
+def _fallback_classname_resolver(code_text: str, file_path: Optional[Path]) -> Set[str]:
+    """
+    Detect Class.NAME pattern in NODE_CLASS_MAPPINGS.
+
+    Pattern:
+        NODE_CLASS_MAPPINGS = {
+            FreeChat.NAME: FreeChat,
+            PaidChat.NAME: PaidChat
+        }
+    """
+    try:
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            parsed = ast.parse(code_text)
+    except:
+        return set()
+    
+    nodes = set()
+    
+    for node in parsed.body:
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Name) and target.id == 'NODE_CLASS_MAPPINGS':
+                    if isinstance(node.value, ast.Dict):
+                        for key in node.value.keys:
+                            # Detect Class.NAME pattern
+                            if isinstance(key, ast.Attribute):
+                                if isinstance(key.value, ast.Name):
+                                    # Use class name as node name
+                                    nodes.add(key.value.id)
+                            # Also handle literal strings
+                            elif isinstance(key, ast.Constant) and isinstance(key.value, str):
+                                nodes.add(key.value.strip())
+    
+    return nodes
+
+
+def _fallback_item_assignment(code_text: str) -> Set[str]:
+    """
+    Detect item assignment pattern.
+    
+    Pattern:
+        NODE_CLASS_MAPPINGS = {}
+        NODE_CLASS_MAPPINGS["MyNode"] = MyNode
+    """
+    try:
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            parsed = ast.parse(code_text)
+    except:
+        return set()
+    
+    nodes = set()
+    
+    for node in ast.walk(parsed):
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Subscript):
+                    if (isinstance(target.value, ast.Name) and
+                        target.value.id in ['NODE_CLASS_MAPPINGS', 'NODE_CONFIG']):
+                        # Extract key
+                        if isinstance(target.slice, ast.Constant):
+                            if isinstance(target.slice.value, str):
+                                nodes.add(target.slice.value)
+    
+    return nodes
+
+
+def _extract_repo_name(file_path: Path) -> str:
+    """
+    Extract repository name from file path.
+
+    Path structure: /home/rho/.tmp/analysis/temp/{author}_{reponame}/{path/to/file.py}
+    Returns: {author}_{reponame} or filename if extraction fails
+    """
+    try:
+        parts = file_path.parts
+        # Find 'temp' directory in path
+        if 'temp' in parts:
+            temp_idx = parts.index('temp')
+            if temp_idx + 1 < len(parts):
+                # Next part after 'temp' is the repo directory
+                return parts[temp_idx + 1]
+    except (ValueError, IndexError):
+        pass
+
+    # Fallback to filename if extraction fails
+    return file_path.name if hasattr(file_path, 'name') else str(file_path)
+
+
+def _fallback_empty_dict_detector(code_text: str, file_path: Optional[Path], verbose: bool = False) -> None:
+    """
+    Detect empty NODE_CLASS_MAPPINGS (UI-only extensions).
+    Logs for documentation purposes only (when verbose=True).
+
+    Args:
+        code_text: Python source code to analyze
+        file_path: Path to the file being analyzed
+        verbose: If True, print detection messages
+    """
+    empty_patterns = [
+        'NODE_CLASS_MAPPINGS = {}',
+        'NODE_CLASS_MAPPINGS={}',
+    ]
+
+    code_normalized = code_text.replace(' ', '').replace('\n', '')
+
+    for pattern in empty_patterns:
+        pattern_normalized = pattern.replace(' ', '')
+        if pattern_normalized in code_normalized:
+            if file_path and verbose:
+                repo_name = _extract_repo_name(file_path)
+                print(f"Info: UI-only extension (empty NODE_CLASS_MAPPINGS): {repo_name}")
+            return
 
 def has_comfy_node_base(class_node):
     """Check if class inherits from io.ComfyNode or ComfyNode"""
@@ -229,6 +785,25 @@ def extract_v3_nodes(code_text):
 
 
 # scan
+def extract_metadata_only(filename):
+    """Extract only metadata (@author, @title, etc) without node scanning"""
+    try:
+        with open(filename, encoding='utf-8', errors='ignore') as file:
+            code = file.read()
+
+        metadata = {}
+        lines = code.strip().split('\n')
+        for line in lines:
+            if line.startswith('@'):
+                if line.startswith("@author:") or line.startswith("@title:") or line.startswith("@nickname:") or line.startswith("@description:"):
+                    key, value = line[1:].strip().split(':', 1)
+                    metadata[key.strip()] = value.strip()
+
+        return metadata
+    except:
+        return {}
+
+
 def scan_in_file(filename, is_builtin=False):
     global builtin_nodes
 
@@ -242,8 +817,8 @@ def scan_in_file(filename, is_builtin=False):
     nodes = set()
     class_dict = {}
 
-    # V1 nodes detection
-    nodes |= extract_nodes(code)
+    # V1 nodes detection (enhanced with fallback patterns)
+    nodes |= extract_nodes_enhanced(code, file_path=Path(filename), visited=set())
 
     # V3 nodes detection
     nodes |= extract_v3_nodes(code)
@@ -620,13 +1195,14 @@ def update_custom_nodes(scan_only_mode=False, url_list_file=None):
     return node_info
 
 
-def gen_json(node_info, scan_only_mode=False):
+def gen_json(node_info, scan_only_mode=False, force_rescan=False):
     """
     Generate extension-node-map.json from scanned node information
 
     Args:
         node_info (dict): Repository metadata mapping
         scan_only_mode (bool): If True, exclude metadata from output
+        force_rescan (bool): If True, ignore cache and force rescan all nodes
     """
     # scan from .py file
     node_files, node_dirs = get_nodes(temp_dir)
@@ -642,12 +1218,16 @@ def gen_json(node_info, scan_only_mode=False):
         py_files = get_py_file_paths(dirname)
         metadata = {}
 
-        nodes = set()
-        for py in py_files:
-            nodes_in_file, metadata_in_file = scan_in_file(py, dirname == "ComfyUI")
-            nodes.update(nodes_in_file)
-            # Include metadata from .py files in both modes
-            metadata.update(metadata_in_file)
+        # Use per-repo cache for node AND metadata extraction
+        try:
+            nodes, metadata = extract_nodes_from_repo(Path(dirname), verbose=False, force_rescan=force_rescan)
+        except:
+            # Fallback to file-by-file scanning if extract_nodes_from_repo fails
+            nodes = set()
+            for py in py_files:
+                nodes_in_file, metadata_in_file = scan_in_file(py, dirname == "ComfyUI")
+                nodes.update(nodes_in_file)
+                metadata.update(metadata_in_file)
 
         dirname = os.path.basename(dirname)
 
@@ -810,7 +1390,10 @@ if __name__ == "__main__":
     print("\n# Generating 'extension-node-map.json'...\n")
 
     # Generate extension-node-map.json
-    gen_json(updated_node_info, scan_only_mode)
+    force_rescan = args.force_rescan if hasattr(args, 'force_rescan') else False
+    if force_rescan:
+        print("⚠️  Force rescan enabled - ignoring all cached results\n")
+    gen_json(updated_node_info, scan_only_mode, force_rescan)
 
     print("\n✅ DONE.\n")