Merge dfd953b2ae into c8dce94c03

* Update custom-node-list.json

* Update custom-node-list.json

* Update custom-node-list.json

---------

Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>

glob/manager_core.py

@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 37, 1]
+version_code = [3, 37, 2]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 
@@ -2533,6 +2533,7 @@ def update_to_stable_comfyui(repo_path):
         else:
             logging.info(f"[ComfyUI-Manager] Updating ComfyUI: {current_tag} -> {latest_tag}")
             repo.git.checkout(latest_tag)
+            execute_install_script("ComfyUI", repo_path, instant_execution=False, no_deps=False)
             return 'updated', latest_tag
     except:
         traceback.print_exc()

js/common.js

@@ -347,6 +347,55 @@ export function md5(inputString) {
 	return rh(a)+rh(b)+rh(c)+rh(d);
 }
 
+const levenArray = [];
+const levenCodeCache = [];
+export const leven = (first, second) => {
+	if (first === second) {
+		return 0;
+	}
+	const swap = first;
+	if (first.length > second.length) {
+		first = second;
+		second = swap;
+	}
+	let firstLength = first.length;
+	let secondLength = second.length;
+	while (firstLength > 0 && (first.charCodeAt(~-firstLength) === second.charCodeAt(~-secondLength))) {
+		firstLength--;
+		secondLength--;
+	}
+	let start = 0;
+	while (start < firstLength && (first.charCodeAt(start) === second.charCodeAt(start))) {
+		start++;
+	}
+	firstLength -= start;
+	secondLength -= start;
+	if (firstLength === 0) {
+		return secondLength;
+	}
+	let bCharacterCode;
+	let result;
+	let temporary;
+	let temporary2;
+	let index = 0;
+	let index2 = 0;
+	while (index < firstLength) {
+		levenCodeCache[index] = first.charCodeAt(start + index);
+		levenArray[index] = ++index;
+	}
+	while (index2 < secondLength) {
+		bCharacterCode = second.charCodeAt(start + index2);
+		temporary = index2++;
+		result = index2;
+		for (index = 0; index < firstLength; index++) {
+			temporary2 = bCharacterCode === levenCodeCache[index] ? temporary : temporary + 1;
+			temporary = levenArray[index];
+			result = levenArray[index] = temporary > result ? (temporary2 > result ? result + 1 : temporary2) : (temporary2 > temporary ? temporary + 1 : temporary2);
+		}
+	}
+	return result;
+}
+
 export async function fetchData(route, options) {
 	let err;
 	const res = await api.fetchApi(route, options).catch(e => {
@@ -595,12 +644,10 @@ export function showPopover(target, text, className, options) {
 }
 
 let $tooltip;
-export function hideTooltip(target) {
+export function hideTooltip() {
 	if ($tooltip) {
-		$tooltip.style.display = "none";
-		$tooltip.innerHTML = "";
-		$tooltip.style.top = "0px";
-		$tooltip.style.left = "0px";
+		$tooltip.remove();
+		$tooltip = null;
 	}
 }
 export function showTooltip(target, text, className = 'cn-tooltip', styleMap = {}) {
@@ -639,11 +686,7 @@ function initTooltip () {
         }
     };
 	const mouseleaveHandler = (e) => {
-        const target = e.target;
-        const text = target.getAttribute('tooltip');
-        if (text) {
-            hideTooltip(target);
-        }
+        hideTooltip();
     };
 	document.body.removeEventListener('mouseenter', mouseenterHandler, true);
 	document.body.removeEventListener('mouseleave', mouseleaveHandler, true);

js/custom-nodes-manager.js

@@ -7,7 +7,7 @@ import {
 	fetchData, md5, icons, show_message, customConfirm, customAlert, customPrompt,
 	sanitizeHTML, infoToast, showTerminal, setNeedRestart,
 	storeColumnWidth, restoreColumnWidth, getTimeAgo, copyText, loadCss,
-	showPopover, hidePopover
+	showPopover, hidePopover, leven
 } from  "./common.js";
 
 // https://cenfun.github.io/turbogrid/api.html
@@ -418,11 +418,7 @@ export class CustomNodesManager {
 
 			".cn-manager-keywords": {
 				input: (e) => {
-					const keywords = `${e.target.value}`.trim();
-					if (keywords !== this.keywords) {
-						this.keywords = keywords;
-						this.updateGrid();
-					}
+					this.onKeywordsChange(e);
 				},
 				focus: (e) => e.target.select()
 			},
@@ -539,7 +535,7 @@ export class CustomNodesManager {
 
 			this.addHighlight(d.rowItem);
 
-			if (d.columnItem.id === "nodes") {
+			if (d.columnItem && d.columnItem.id === "nodes") {
 				this.showNodes(d);
 				return;
 			}
@@ -596,6 +592,14 @@ export class CustomNodesManager {
 				return autoHeightColumns.includes(columnItem.id)
 			},
 
+			rowFilteredSort: () => {
+				if (this.keywords) {
+					return {
+						id: 'sort_score'
+					};
+				}
+			},
+
 			// updateGrid handler for filter and keywords
 			rowFilter: (rowItem) => {
 
@@ -612,12 +616,109 @@ export class CustomNodesManager {
 					}
 				}
 
+				// calculate sort score
+				if (shouldShown && this.keywords) {
+					rowItem.sort_score = this.calculateSortScore(rowItem, searchableColumns);
+				}
+
 				return shouldShown;
 			}
 		});
 
 	}
 
+	onKeywordsChange(e) {
+		this.grid.showLoading();
+		// debounce for performance
+		clearTimeout(this.timeKeywords);
+		this.timeKeywords = setTimeout(() => {
+			this.grid.hideLoading();
+			const keywords = `${e.target.value}`.trim();
+			if (keywords !== this.keywords) {
+				this.keywords = keywords;
+				if (keywords) {
+					this.grid.removeSortColumn();
+				} else {
+					this.grid.sortRows("id", {
+						sortAsc: true
+					});
+				}
+				this.updateGrid();
+			}
+		}, 300);
+	}
+
+	calculateSortScore(rowItem, searchableColumns) {
+		const keywords = this.keywords.split(/\s+/g).filter((s) => s);
+		const lowerKeywords = keywords.map(k => k.toLowerCase());
+		const matchedList = searchableColumns.map(id => {
+			const { highlightKey, textKey } = this.grid.options.highlightKeywords;
+			const highlight = rowItem[`${highlightKey}${id}`];
+			if (!highlight) {
+				return;
+			}
+			const text = `${rowItem[`${textKey}${id}`] || rowItem[id]}`;
+			const lowerText = text.toLowerCase();
+			const matchedItems = keywords.map((key, i) => {
+				// multiple matched
+				const lowerKey = lowerKeywords[i];
+				const len = lowerKey.length;
+				const matches  = [];
+				let index = lowerText.indexOf(lowerKey);
+				while (index !== -1) {
+					matches.push(index);
+					index = lowerText.indexOf(lowerKey, index + len);
+				}
+				if (!matches.length) {
+					return
+				}
+				const distances = matches.map(start => {
+					const end = start + len
+					const str = text.slice(start, end);
+					let distance = leven(key, str);
+					const prev = text.slice(start - 1, start);
+					if (prev) {
+						if (/[A-Za-z]/.test(prev)) {
+							distance += 1;
+						} else if (/[0-9]/.test(prev)) {
+							distance += 0.8;
+						} 
+					}
+					const next = text.slice(end, end + 1);
+					if (next) {
+						if (/[A-Za-z]/.test(next)) {
+							distance += 0.8;
+						} else if (/[0-9]/.test(next)) {
+							distance += 0.5;
+						} 
+					}
+					return distance;
+				});
+				// console.log(rowItem.title, distances)
+				return {
+					// min
+					distance: Math.min.apply(null, distances)
+				}
+			}).filter(it => it);
+			if (matchedItems.length < keywords.length) {
+				return;
+			}
+			return {
+				// avg
+				distance: matchedItems.map(it => it.distance).reduce((p, v) => p + v, 0) / matchedItems.length
+			}
+		}).filter(it => it);
+		// by distance
+		let distance = Math.min.apply(null, matchedList.map(it => it.distance));
+		// by matched count
+		distance += 1 - matchedList.length / searchableColumns.length;
+		// by stars
+		const stars = TG.Util.toNum(rowItem.stars);
+		distance += 1 - stars / 10000;
+		// score
+		return 1 / distance;
+	}
+
 	hasAlternatives() {
 		return this.filter === ShowMode.ALTERNATIVES
 	}
@@ -757,6 +858,7 @@ export class CustomNodesManager {
 			id: "nodes",
 			name: "Nodes",
 			width: 100,
+			sortAsc: false,
 			formatter: (v, rowItem, columnItem) => {
 				if (!rowItem.nodes) {
 					return '';
@@ -797,6 +899,7 @@ export class CustomNodesManager {
 			id: 'stars',
 			name: '★',
 			align: 'center',
+			sortAsc: false,
 			classMap: "cn-pack-stars",
 			formatter: (stars) => {
 				if (stars < 0) {
@@ -812,6 +915,7 @@ export class CustomNodesManager {
 			name: 'Last Update',
 			align: 'center',
 			type: 'date',
+			sortAsc: false,
 			width: 100,
 			classMap: "cn-pack-last-update",
 			formatter: (last_update) => {

node_db/forked/custom-node-list.json

@@ -169,6 +169,16 @@
             ],
             "install_type": "git-clone",
             "description": "A fork of KJNodes for ComfyUI.\nVarious quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability"
+        },
+        {
+            "author": "huixingyun",
+            "title": "ComfyUI-SoundFlow",
+            "reference": "https://github.com/huixingyun/ComfyUI-SoundFlow",
+            "files": [
+                "https://github.com/huixingyun/ComfyUI-SoundFlow"
+            ],
+            "install_type": "git-clone",
+            "description": "forked from https://github.com/fredconex/ComfyUI-SoundFlow (removed)"
         }
     ]
 }

node_db/legacy/custom-node-list.json

@@ -1,5 +1,155 @@
 {
     "custom_nodes": [
+        {
+            "author": "PozzettiAndrea",
+            "title": "ComfyUI-CameraAnalysis [REMOVED]",
+            "reference": "https://github.com/PozzettiAndrea/ComfyUI-CameraAnalysis",
+            "files": [
+                "https://github.com/PozzettiAndrea/ComfyUI-CameraAnalysis"
+            ],
+            "install_type": "git-clone",
+            "description": "Extracts camera intrinsic parameters from image EXIF data."
+        },
+        {
+            "author": "fuzr0dah",
+            "title": "comfyui-sceneassembly [REMOVED]",
+            "reference": "https://github.com/fuzr0dah/comfyui-sceneassembly",
+            "files": [
+                "https://github.com/fuzr0dah/comfyui-sceneassembly"
+            ],
+            "install_type": "git-clone",
+            "description": "A bunch of nodes I created that I also find useful."
+        },
+        {
+            "author": "rslosch",
+            "title": "ComfyUI-EZ_Prompts [REMOVED]",
+            "reference": "https://github.com/rslosch/ComfyUI-EZ_Prompts",
+            "files": [
+                "https://github.com/rslosch/ComfyUI-EZ_Prompts"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI custom node extension that provides easy-to-use prompt templates and wildcards for AI image generation."
+        },
+        {
+            "author": "hvppycoding",
+            "title": "hvppyflow [REMOVED]",
+            "reference": "https://github.com/hvppycoding/hvppyflow",
+            "files": [
+                "https://github.com/hvppycoding/hvppyflow"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes for Automated Workflow"
+        },        
+        {
+            "author": "cedarconnor",
+            "title": "ComfyUI-GEN3C-Gsplat [REMOVED]",
+            "reference": "https://github.com/cedarconnor/ComfyUI-GEN3C-Gsplat",
+            "files": [
+                "https://github.com/cedarconnor/ComfyUI-GEN3C-Gsplat"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom ComfyUI node pack that bridges Cosmos/GEN3C video generation with in-graph Gaussian Splat (3DGS) training. It adds camera/trajectory tooling, dataset exporters, and two training backends (Nerfstudio CLI wrapper and an in-process gsplat optimizer) so artists can go from prompt to splat entirely inside ComfyUI.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "dowa-git",
+            "title": "comfyui-dowa [REMOVED]",
+            "reference": "https://github.com/dowa-git/comfyui-dowa",
+            "files": [
+                "https://github.com/dowa-git/comfyui-dowa"
+            ],
+            "install_type": "git-clone",
+            "description": "Professional navigation bar widget for ComfyUI with JWT-based user authentication, workflow templates, and team collaboration features in a purple gradient design."
+        },
+        {
+            "author": "Fablestarexpanse",
+            "title": "Timer-Node-Comfyui [REMOVED]",
+            "reference": "https://github.com/Fablestarexpanse/Timer-Node-Comfyui",
+            "files": [
+                "https://github.com/Fablestarexpanse/Timer-Node-Comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom ComfyUI node that displays live processing time in a red digital countdown clock format, perfect for monitoring image generation times and tracking performance between workflow nodes."
+        },
+        {
+            "author": "cedarconnor",
+            "title": "ComfyUI-OmniX [REMOVED]",
+            "reference": "https://github.com/cedarconnor/ComfyUI-OmniX",
+            "files": [
+                "https://github.com/cedarconnor/ComfyUI-OmniX"
+            ],
+            "install_type": "git-clone",
+            "description": "Extract comprehensive scene properties from 360-degree equirectangular panoramas, including depth, normals, and PBR materials, using OmniX adapters with Flux."
+        },
+        {
+            "author": "cedarconnor",
+            "title": "ComfyUI-DiT360 [REMOVED]",
+            "reference": "https://github.com/cedarconnor/ComfyUI-DiT360",
+            "files": [
+                "https://github.com/cedarconnor/ComfyUI-DiT360"
+            ],
+            "install_type": "git-clone",
+            "description": "Generate high-fidelity 360-degree panoramic images using the DiT360 diffusion transformer model in ComfyUI."
+        },
+        {
+            "author": "PozzettiAndrea",
+            "title": "ComfyUI-AnyTop [REMOVED]",
+            "reference": "https://github.com/PozzettiAndrea/ComfyUI-AnyTop",
+            "files": [
+                "https://github.com/PozzettiAndrea/ComfyUI-AnyTop"
+            ],
+            "install_type": "git-clone",
+            "description": "Standalone ComfyUI custom nodes for AnyTop - Universal Motion Generation for Any Skeleton Topology."
+        },
+        {
+            "author": "penposs",
+            "title": "ComfyUI-Banana-Node [REMOVED]",
+            "reference": "https://github.com/penposs/ComfyUI-Banana-Node",
+            "files": [
+                "https://github.com/penposs/ComfyUI-Banana-Node"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that generates images using Google’s Gemini 2.5 Flash Image Preview API."
+        },
+        {
+            "author": "spiralmountain",
+            "title": "ComfyUI_HDNodes [REMOVED]",
+            "reference": "https://github.com/spiralmountain/ComfyUI_HDNodes",
+            "files": [
+                "https://github.com/spiralmountain/ComfyUI_HDNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI that enable video generation using ByteDance's Seedance model via [a/Fal.ai](https://fal.ai/)."
+        },
+        {
+            "author": "fredconex",
+            "title": "Sync Edit [REMOVED]",
+            "reference": "https://github.com/fredconex/ComfyUI-SyncEdit",
+            "files": [
+                "https://github.com/fredconex/ComfyUI-SyncEdit"
+            ],
+            "install_type": "git-clone",
+            "description": "This node allow to intercept changes on the input string and choose between use the current one or sync with incoming new one."
+        },
+        {
+            "author": "fredconex",
+            "title": "ComfyUI-SoundFlow [REMOVED]",
+            "reference": "https://github.com/fredconex/ComfyUI-SoundFlow",
+            "files": [
+                "https://github.com/fredconex/ComfyUI-SoundFlow"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a bunch of nodes for ComfyUI to help with sound work."
+        },
+        {
+            "author": "fredconex",
+            "title": "SongBloom [REMOVED]",
+            "reference": "https://github.com/fredconex/ComfyUI-SongBloom",
+            "files": [
+                "https://github.com/fredconex/ComfyUI-SongBloom"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Nodes for SongBloom"
+        },
         {
             "author": "EQXai",
             "title": "ComfyUI_EQX [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 = "3.37.1"
+version = "3.37.2"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-nio", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
 

scanner.py

@@ -78,36 +78,14 @@ Examples:
     return args
 
 
-# Parse arguments
-args = parse_arguments()
-
-# Determine mode
-scan_only_mode = args.scan_only is not None
-url_list_file = args.scan_only if scan_only_mode else None
-
-# Determine temp_dir
-if args.temp_dir:
-    temp_dir = args.temp_dir
-elif args.temp_dir_positional:
-    temp_dir = args.temp_dir_positional
-else:
-    temp_dir = os.path.join(os.getcwd(), ".tmp")
-
-if not os.path.exists(temp_dir):
-    os.makedirs(temp_dir)
-
-# Determine skip flags
-skip_update = args.skip_update or args.skip_all
-skip_stat_update = args.skip_stat_update or args.skip_all or scan_only_mode
-
-if not skip_stat_update:
-    auth = Auth.Token(os.environ.get('GITHUB_TOKEN'))
-    g = Github(auth=auth)
-else:
-    g = None
-
-
-print(f"TEMP DIR: {temp_dir}")
+# Module-level variables (will be set in main if running as script)
+args = None
+scan_only_mode = False
+url_list_file = None
+temp_dir = None
+skip_update = False
+skip_stat_update = True
+g = None
 
 
 parse_cnt = 0
@@ -127,10 +105,17 @@ def extract_nodes(code_text):
             warnings.filterwarnings('ignore', category=DeprecationWarning)
             parsed_code = ast.parse(code_text)
 
-        assignments = (node for node in parsed_code.body if isinstance(node, ast.Assign))
+        # Support both ast.Assign and ast.AnnAssign (for type-annotated assignments)
+        assignments = (node for node in parsed_code.body if isinstance(node, (ast.Assign, ast.AnnAssign)))
 
         for assignment in assignments:
-            if isinstance(assignment.targets[0], ast.Name) and assignment.targets[0].id in ['NODE_CONFIG', 'NODE_CLASS_MAPPINGS']:
+            # Handle ast.AnnAssign (e.g., NODE_CLASS_MAPPINGS: Type = {...})
+            if isinstance(assignment, ast.AnnAssign):
+                if isinstance(assignment.target, ast.Name) and assignment.target.id in ['NODE_CONFIG', 'NODE_CLASS_MAPPINGS']:
+                    node_class_mappings = assignment.value
+                    break
+            # Handle ast.Assign (e.g., NODE_CLASS_MAPPINGS = {...})
+            elif isinstance(assignment.targets[0], ast.Name) and assignment.targets[0].id in ['NODE_CONFIG', 'NODE_CLASS_MAPPINGS']:
                 node_class_mappings = assignment.value
                 break
         else:
@@ -250,7 +235,8 @@ def scan_in_file(filename, is_builtin=False):
     with open(filename, encoding='utf-8', errors='ignore') as file:
         code = file.read()
 
-    pattern = r"_CLASS_MAPPINGS\s*=\s*{([^}]*)}"
+    # Support type annotations (e.g., NODE_CLASS_MAPPINGS: Type = {...}) and line continuations (\)
+    pattern = r"_CLASS_MAPPINGS\s*(?::\s*\w+\s*)?=\s*(?:\\\s*)?{([^}]*)}"
     regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
 
     nodes = set()
@@ -482,21 +468,21 @@ def update_custom_nodes(scan_only_mode=False, url_list_file=None):
             raise ValueError("url_list_file is required in scan-only mode")
 
         git_url_titles_preemptions = get_urls_from_list_file(url_list_file)
-        print(f"\n[Scan-Only Mode]")
+        print("\n[Scan-Only Mode]")
         print(f"  - URL source: {url_list_file}")
-        print(f"  - GitHub stats: DISABLED")
+        print("  - GitHub stats: DISABLED")
         print(f"  - Git clone/pull: {'ENABLED' if not skip_update else 'DISABLED'}")
-        print(f"  - Metadata: EMPTY")
+        print("  - Metadata: EMPTY")
     else:
         if not os.path.exists('custom-node-list.json'):
             raise FileNotFoundError("custom-node-list.json not found")
 
         git_url_titles_preemptions = get_git_urls_from_json('custom-node-list.json')
-        print(f"\n[Standard Mode]")
-        print(f"  - URL source: custom-node-list.json")
+        print("\n[Standard Mode]")
+        print("  - URL source: custom-node-list.json")
         print(f"  - GitHub stats: {'ENABLED' if not skip_stat_update else 'DISABLED'}")
         print(f"  - Git clone/pull: {'ENABLED' if not skip_update else 'DISABLED'}")
-        print(f"  - Metadata: FULL")
+        print("  - Metadata: FULL")
 
     def process_git_url_title(url, title, preemptions, node_pattern):
         name = os.path.basename(url)
@@ -689,7 +675,14 @@ def gen_json(node_info, scan_only_mode=False):
 
                 data[git_url] = (nodes, metadata)
             else:
-                print(f"WARN: {dirname} is removed from custom-node-list.json")
+                # Scan-only mode: Repository not in node_info (expected behavior)
+                # Construct URL from dirname (author_repo format)
+                if '_' in dirname:
+                    parts = dirname.split('_', 1)
+                    git_url = f"https://github.com/{parts[0]}/{parts[1]}"
+                    data[git_url] = (nodes, metadata)
+                else:
+                    print(f"WARN: {dirname} is removed from custom-node-list.json")
 
     for file in node_files:
         nodes, metadata = scan_in_file(file)
@@ -775,24 +768,53 @@ def gen_json(node_info, scan_only_mode=False):
         json.dump(data, file, indent=4, sort_keys=True)
 
 
-print("### ComfyUI Manager Node Scanner ###")
+if __name__ == "__main__":
+    # Parse arguments
+    args = parse_arguments()
 
-if scan_only_mode:
-    print(f"\n# [Scan-Only Mode] Processing URL list: {url_list_file}\n")
-else:
-    print("\n# [Standard Mode] Updating extensions\n")
+    # Determine mode
+    scan_only_mode = args.scan_only is not None
+    url_list_file = args.scan_only if scan_only_mode else None
 
-# Update/clone repositories and collect node info
-updated_node_info = update_custom_nodes(scan_only_mode, url_list_file)
+    # Determine temp_dir
+    if args.temp_dir:
+        temp_dir = args.temp_dir
+    elif args.temp_dir_positional:
+        temp_dir = args.temp_dir_positional
+    else:
+        temp_dir = os.path.join(os.getcwd(), ".tmp")
 
-print("\n# Generating 'extension-node-map.json'...\n")
+    if not os.path.exists(temp_dir):
+        os.makedirs(temp_dir)
 
-# Generate extension-node-map.json
-gen_json(updated_node_info, scan_only_mode)
+    # Determine skip flags
+    skip_update = args.skip_update or args.skip_all
+    skip_stat_update = args.skip_stat_update or args.skip_all or scan_only_mode
 
-print("\n✅ DONE.\n")
+    if not skip_stat_update:
+        auth = Auth.Token(os.environ.get('GITHUB_TOKEN'))
+        g = Github(auth=auth)
+    else:
+        g = None
 
-if scan_only_mode:
-    print("Output: extension-node-map.json (node mappings only)")
-else:
-    print("Output: extension-node-map.json (full metadata)")
+    print("### ComfyUI Manager Node Scanner ###")
+
+    if scan_only_mode:
+        print(f"\n# [Scan-Only Mode] Processing URL list: {url_list_file}\n")
+    else:
+        print("\n# [Standard Mode] Updating extensions\n")
+
+    # Update/clone repositories and collect node info
+    updated_node_info = update_custom_nodes(scan_only_mode, url_list_file)
+
+    print("\n# Generating 'extension-node-map.json'...\n")
+
+    # Generate extension-node-map.json
+    gen_json(updated_node_info, scan_only_mode)
+
+    print("\n✅ DONE.\n")
+
+    if scan_only_mode:
+        print("Output: extension-node-map.json (node mappings only)")
+    else:
+        print("Output: extension-node-map.json (full metadata)")