Comfy-Org/ComfyUI-Manager

3.5

Adjusted Score

3.5

Raw Score

100%

Time Factor

2026-07-14

Last Push

15.4K

Stars

Python

Language

107.5K

Lines of Code

Files

353

Pattern Hits

2026-07-14

Scan Date

0.02

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 2MEDIUM 45LOW 306

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 353 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Excessive Try-Catch Wrapping113 hits · 123 pts

Severity	File	Line	Snippet	Context
LOW	json-checker.py	176	except Exception as e:	CODE
LOW	scanner.py	459	except Exception:	STRING
LOW	scanner.py	1252	except Exception as e:	STRING
LOW	scanner.py	1259	except Exception as e:	STRING
LOW	scanner.py	1360	except Exception as e:	STRING
LOW	scanner.py	1555	except Exception as e:	STRING
LOW	scanner.py	1572	except Exception as e:	STRING
MEDIUM	cm-cli.py	179	print("Error: folder_paths module is not available")	CODE
LOW	cm-cli.py	343	except Exception as e:	CODE
LOW	cm-cli.py	609	except Exception as e:	CODE
LOW	cm-cli.py	1134	except Exception:	CODE
MEDIUM	cm-cli.py	64	def check_comfyui_hash():	CODE
MEDIUM	prestartup_script.py	292	def fileno(self):	CODE
MEDIUM	prestartup_script.py	457	def ensure_dependencies():	CODE
MEDIUM	prestartup_script.py	849	def check_windows_event_loop_policy():	CODE
LOW	prestartup_script.py	114	except Exception:	CODE
LOW	prestartup_script.py	352	except Exception:	CODE
LOW	prestartup_script.py	369	except Exception:	CODE
LOW	prestartup_script.py	453	except Exception as e:	CODE
LOW	prestartup_script.py	522	except Exception:	CODE
LOW	prestartup_script.py	624	except Exception as e:	CODE
LOW	prestartup_script.py	749	except Exception as e:	CODE
LOW	prestartup_script.py	795	except Exception as e:	CODE
LOW	prestartup_script.py	862	except Exception as e:	CODE
LOW	prestartup_script.py	864	except Exception:	CODE
LOW	git_helper.py	123	except Exception as e:	CODE
LOW	git_helper.py	239	except Exception as e:	CODE
MEDIUM	git_helper.py	255	print(f"Error checking out the ComfyUI: {str(e)}")	CODE
LOW	git_helper.py	324	except Exception:	CODE
LOW	git_helper.py	428	except Exception as e:	CODE
LOW	git_helper.py	527	except Exception as e:	CODE
MEDIUM	git_helper.py	85	def gitcheck(path, do_fetch=False):	CODE
MEDIUM	git_helper.py	390	def apply_snapshot(path):	CODE
LOW	scripts/colab-dependencies.py	17	except Exception as e:	CODE
MEDIUM⚡	glob/manager_core.py	2409	print(f"An error occurred during the execution of the uninstall.py script. Only the '{dir_path}'	CODE
MEDIUM⚡	glob/manager_core.py	2414	print(f"An error occurred during the execution of the disable.py script. Only the '{dir_path}' w	CODE
MEDIUM	glob/manager_core.py	74	def get_custom_nodes_paths():	CODE
MEDIUM	glob/manager_core.py	1719	def read_config():	CODE
MEDIUM	glob/manager_core.py	1865	def try_rmtree(title, fullpath):	CODE
MEDIUM	glob/manager_core.py	2154	def is_valid_url(url):	CODE
MEDIUM	glob/manager_core.py	2534	def update_to_stable_comfyui(repo_path):	CODE
MEDIUM	glob/manager_core.py	2692	def get_installed_pip_packages():	CODE
LOW⚡	glob/manager_core.py	2420	except Exception as e:	CODE
LOW⚡	glob/manager_core.py	2688	except Exception:	CODE
LOW⚡	glob/manager_core.py	2697	except Exception as e:	CODE
LOW⚡	glob/manager_core.py	3416	except Exception:	CODE
LOW⚡	glob/manager_core.py	3421	except Exception:	CODE
LOW⚡	glob/manager_core.py	3430	except Exception:	CODE
LOW	glob/manager_core.py	245	except Exception:	CODE
LOW	glob/manager_core.py	676	except Exception:	CODE
LOW	glob/manager_core.py	1380	except Exception as e:	CODE
LOW	glob/manager_core.py	1415	except Exception as e:	CODE
LOW	glob/manager_core.py	1422	except Exception:	CODE
LOW	glob/manager_core.py	1756	except Exception:	CODE
LOW	glob/manager_core.py	1868	except Exception as e:	CODE
LOW	glob/manager_core.py	1936	except Exception:	CODE
LOW	glob/manager_core.py	2109	except Exception as e:	CODE
LOW	glob/manager_core.py	2240	except Exception as e:	CODE
LOW	glob/manager_core.py	2322	except Exception as e:	CODE
LOW	glob/manager_core.py	2349	except Exception as e:	CODE
53 more matches not shown…

Deep Nesting97 hits · 72 pts

Severity	File	Line	Context
LOW	json-checker.py	64	CODE
LOW	json-checker.py	154	CODE
LOW	scanner.py	44	CODE
LOW	scanner.py	126	CODE
LOW	scanner.py	278	CODE
LOW	scanner.py	332	CODE
LOW	scanner.py	469	CODE
LOW	scanner.py	518	CODE
LOW	scanner.py	552	CODE
LOW	scanner.py	668	CODE
LOW	scanner.py	705	CODE
LOW	scanner.py	736	CODE
LOW	scanner.py	819	CODE
LOW	scanner.py	929	CODE
LOW	scanner.py	942	CODE
LOW	scanner.py	972	CODE
LOW	scanner.py	989	CODE
LOW	scanner.py	1026	CODE
LOW	scanner.py	1206	CODE
LOW	scanner.py	1223	CODE
LOW	scanner.py	1264	CODE
LOW	scanner.py	1445	CODE
LOW	scanner.py	1311	CODE
LOW	cm-cli.py	187	CODE
LOW	cm-cli.py	418	CODE
LOW	cm-cli.py	1191	CODE
LOW	cm-cli.py	1246	CODE
LOW	cm-cli.py	138	CODE
LOW	prestartup_script.py	535	CODE
LOW	prestartup_script.py	631	CODE
LOW	prestartup_script.py	717	CODE
LOW	prestartup_script.py	724	CODE
LOW	prestartup_script.py	305	CODE
LOW	prestartup_script.py	411	CODE
LOW	prestartup_script.py	590	CODE
LOW	git_helper.py	23	CODE
LOW	git_helper.py	147	CODE
LOW	git_helper.py	258	CODE
LOW	git_helper.py	343	CODE
LOW	git_helper.py	390	CODE
LOW	git_helper.py	436	CODE
LOW	tests/test_install_flags_gates.py	81	CODE
LOW	tests/test_csrf_content_type_helper.py	31	CODE
LOW	tests/test_install_flag_predicate.py	108	CODE
LOW	tests/e2e/test_e2e_install_flags.py	620	CODE
LOW	scripts/colab-dependencies.py	5	CODE
LOW	glob/manager_core.py	274	CODE
LOW	glob/manager_core.py	300	CODE
LOW	glob/manager_core.py	351	CODE
LOW	glob/manager_core.py	1592	CODE
LOW	glob/manager_core.py	1630	CODE
LOW	glob/manager_core.py	1818	CODE
LOW	glob/manager_core.py	1873	CODE
LOW	glob/manager_core.py	1977	CODE
LOW	glob/manager_core.py	2020	CODE
LOW	glob/manager_core.py	2175	CODE
LOW	glob/manager_core.py	2285	CODE
LOW	glob/manager_core.py	2385	CODE
LOW	glob/manager_core.py	2428	CODE
LOW	glob/manager_core.py	2492	CODE
37 more matches not shown…

Hyper-Verbose Identifiers80 hits · 72 pts

Severity	File	Line	Snippet	Context
LOW	scanner.py	518	def _extract_display_name_mappings(code_text: str) -> Set[str]:	STRING
LOW	scanner.py	668	def _fallback_classname_resolver(code_text: str, file_path: Optional[Path]) -> Set[str]:	STRING
LOW	scanner.py	705	def _fallback_item_assignment(code_text: str) -> Set[str]:	STRING
LOW	scanner.py	736	def _fallback_dict_comprehension(code_text: str, file_path: Optional[Path] = None) -> Set[str]:	STRING
LOW	scanner.py	819	def _fallback_import_class_names(code_text: str, file_path: Optional[Path] = None) -> Set[str]:	STRING
LOW	scanner.py	904	def _fallback_empty_dict_detector(code_text: str, file_path: Optional[Path], verbose: bool = False) -> None:	STRING
LOW	scanner.py	972	def extract_node_id_from_schema(class_node):	STRING
LOW	scanner.py	1238	def clone_or_pull_git_repository(git_url):	STRING
LOW	cm-cli.py	169	def get_restore_snapshot_path():	CODE
LOW	cm-cli.py	561	def get_all_installed_node_specs():	CODE
LOW	prestartup_script.py	56	def register_message_collapse(f):	CODE
LOW	prestartup_script.py	61	def is_import_failed_extension(name):	CODE
LOW	prestartup_script.py	215	def extract_origin_module_from_strings(file_paths):	CODE
LOW	prestartup_script.py	631	def execute_lazy_install_script(repo_path, executable):	CODE
LOW	prestartup_script.py	849	def check_windows_event_loop_policy():	CODE
LOW	git_helper.py	258	def checkout_custom_node_hash(git_custom_node_infos):	CODE
LOW	git_helper.py	343	def invalidate_custom_node_file(file_custom_node_infos):	CODE
LOW	js/comfyui-gui-builder.js	134	export function buildGuiFrameCustomHeader(dialogId, customHeader, content, owner) {	CODE
LOW	js/comfyui-manager.js	481	function showVersionSelectorDialog(versions, current, onSelect) {	CODE
LOW	js/comfyui-share-common.js	41	export function getPotentialOutputsAndOutputNodes(nodes) {	CODE
LOW	js/comfyui-share-common.js	348	function createShareButtonsWithDescriptions() {	CODE
LOW	tests/test_install_flags_gates.py	311	def test_load_bearing_public_canary(self):	CODE
LOW	tests/test_install_flags_gates.py	326	def test_unknown_pip_block_unconditional(self):	CODE
LOW	tests/test_install_flags_gates.py	339	def test_entry_gate_strong_denies_despite_flags(self):	CODE
LOW	tests/test_install_flags_gates.py	349	def test_cnr_latest_arm_never_consults_flags(self):	CODE
LOW	tests/test_install_flags_gates.py	387	def test_flag_constants_content(self):	CODE
LOW	tests/test_install_flags_gates.py	431	def test_handlers_bind_predicate(self):	CODE
LOW	tests/test_install_flags_gates.py	449	def test_replace_no_high_literal_at_sa_sb(self):	CODE
LOW⚡	tests/test_csrf_content_type_helper.py	84	def test_form_urlencoded_rejected(self):	CODE
LOW⚡	tests/test_csrf_content_type_helper.py	88	def test_multipart_form_data_rejected(self):	CODE
LOW⚡	tests/test_csrf_content_type_helper.py	98	def test_no_content_type_allowed(self):	CODE
LOW	tests/test_csrf_content_type_helper.py	115	def test_application_json_allowed(self):	CODE
LOW	tests/test_install_flags_structural.py	59	def test_surface_messages_name_their_flag(self):	CODE
LOW	tests/test_install_flags_structural.py	75	def test_generic_fallback_and_frozen_callers_unchanged(self):	CODE
LOW	tests/test_install_flags_structural.py	99	def test_no_new_install_route_surface(self):	CODE
LOW	tests/test_install_flags_structural.py	124	def test_no_autoseed_in_migration(self):	CODE
LOW	tests/test_install_flag_predicate.py	68	def test_invalid_address_reads_false(self):	CODE
LOW⚡	tests/test_install_flag_predicate.py	94	def test_falsy_flag_values_deny(self):	CODE
LOW⚡	tests/test_install_flag_predicate.py	100	def test_signature_has_no_security_level(self):	CODE
LOW⚡	tests/test_install_flag_predicate.py	108	def test_body_free_of_config_machinery(self):	CODE
LOW	tests/test_install_flag_predicate.py	133	def test_cross_flag_isolation_by_construction(self):	CODE
LOW	tests/test_install_flag_predicate.py	145	def test_purity_deterministic(self):	CODE
LOW	scripts/colab-dependencies.py	5	def get_enabled_subdirectories_with_files(base_directory):	CODE
LOW⚡	glob/manager_core.py	767	def add_to_cnr_inactive_nodes(self, node_id, ver, fullpath):	CODE
LOW⚡	glob/manager_core.py	775	def get_from_cnr_active_nodes(self, node_id):	CODE
LOW⚡	glob/manager_core.py	782	def get_from_cnr_inactive_nodes(self, node_id, ver=None):	CODE
LOW⚡	glob/manager_core.py	2692	def get_installed_pip_packages():	CODE
LOW	glob/manager_core.py	62	def get_default_custom_nodes_path():	CODE
LOW	glob/manager_core.py	127	def extract_base_custom_nodes_dir(x:str):	CODE
LOW	glob/manager_core.py	501	def resolve_unspecified_version(self, node_name, guess_mode=None):	CODE
LOW	glob/manager_core.py	1023	def cnr_switch_version_instant(self, node_id, version_spec=None, instant_execution=True, no_deps=False, return_posti	CODE
LOW	glob/manager_core.py	1560	def identify_node_pack_from_path(fullpath):	CODE
LOW	glob/manager_core.py	1666	def get_current_preview_method(self):	CODE
LOW	glob/manager_core.py	2020	def git_repo_update_check_with(path, do_fetch=False, do_update=False, no_deps=False):	CODE
LOW	glob/manager_core.py	2168	def extract_url_and_commit_id(s):	CODE
LOW	glob/manager_core.py	2647	def lookup_installed_custom_nodes_legacy(repo_name):	CODE
LOW	glob/manager_core.py	2671	def check_state_of_git_node_pack_single(item, do_fetch=False, do_update_check=True, do_update=False):	CODE
LOW	glob/manager_core.py	2789	async def save_snapshot_with_postfix(postfix, path=None, custom_nodes_only = False):	CODE
LOW	glob/manager_core.py	2816	async def extract_nodes_from_workflow(filepath, mode='local', channel_url='default'):	CODE
LOW	glob/manager_server.py	88	def is_dedicated_install_allowed(flag_value: bool, listen_address: str) -> bool:	CODE
20 more matches not shown…

Decorative Section Separators14 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/e2e/test_e2e_install_flags.py	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	69	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	83	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	85	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	136	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	139	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	156	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	158	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	279	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	281	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	360	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	362	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	495	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/e2e/test_e2e_install_flags.py	497	# ---------------------------------------------------------------------------	COMMENT

AI Slop Vocabulary8 hits · 17 pts

Severity	File	Line	Snippet	Context
MEDIUM	alter-list.json	154	"id":"https://github.com/spinagon/ComfyUI-seamless-tiling",	CODE
MEDIUM	github-stats.json	1017	"https://github.com/Aksaz/comfyui-seamless-clone": {	CODE
MEDIUM	github-stats.json	9352	"https://github.com/WASasquatch/face-upscaling-and-seamless-embedding": {	CODE
MEDIUM	github-stats.json	23112	"https://github.com/spinagon/ComfyUI-seamless-tiling": {	CODE
MEDIUM	glob/manager_core.py	3208	# robust filter out comfyui-manager while restoring snapshot	COMMENT
MEDIUM	glob/node_package.py	67	node_id = info['id'] # robust module guessing	CODE
MEDIUM	node_db/legacy/custom-node-list.json	2675	"description": "Welcome to the Image Upscaler & Restorer project! This tool utilizes the [a/GFPGAN](https://	CODE
MEDIUM	node_db/dev/custom-node-list.json	2493	"description": "The ComfyUI-fal-Connector is a tool designed to provide an integration between ComfyUI and f	CODE

Redundant / Tautological Comments13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	json-checker.py	118	# Check if it's a GitHub URL (likely a git repo)	COMMENT
LOW	scanner.py	378	# Read file with proper encoding	STRING
LOW	scanner.py	589	# Check if we have cached result with matching mtime and scanner version	STRING
LOW	scanner.py	797	# Check if key is cls.__name__ pattern	STRING
LOW	scanner.py	849	# Check if these names appear in list assignments that feed into NODE_CLASS_MAPPINGS	STRING
LOW	scanner.py	981	# Check if it's Schema() call	STRING
LOW	scanner.py	1013	# Check if inherits from ComfyNode	STRING
LOW	prestartup_script.py	807	# Check if script_list_path exists	COMMENT
LOW	git_helper.py	185	# Check if the path is a git repository	COMMENT
LOW	glob/manager_core.py	2037	# Check if the path is a git repository	COMMENT
LOW	glob/manager_core.py	2247	# Check if the path is a git repository	COMMENT
LOW	glob/manager_core.py	2939	# Check if there's only one directory inside the target directory	COMMENT
LOW⚡	glob/share_3rdparty.py	169	# Check if the user has provided Matrix credentials in a file called 'matrix_accesstoken'	COMMENT

Over-Commented Block9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	scanner.py	621	# This catches the specific Scanner 2.0.10 bug pattern:	COMMENT
LOW	js/popover-helper.js	301		COMMENT
LOW	tests/e2e/scripts/stop_comfyui.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/e2e/scripts/start_comfyui.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/e2e/scripts/start_comfyui.sh	21	# non-zero exit -> fail fast with log tail.	COMMENT
LOW	tests/e2e/scripts/setup_e2e_env.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/e2e/scripts/stage_flags.sh	1	#!/usr/bin/env bash	COMMENT
LOW	glob/cm_global.py	1	import traceback	COMMENT
LOW	glob/cm_global.py	21	# def api_hello(msg):	COMMENT

Unused Imports8 hits · 6 pts

Severity	File	Line	Context
LOW	__init__.py	12	CODE
LOW	__init__.py	13	CODE
LOW	prestartup_script.py	459	CODE
LOW	prestartup_script.py	460	CODE
LOW	prestartup_script.py	461	CODE
LOW	prestartup_script.py	462	CODE
LOW	tests/e2e/test_e2e_install_flags.py	53	CODE
LOW	glob/node_package.py	1	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scanner.py	1160	Read URLs from list file for scan-only mode Args: list_file (str): Path to URL list file (one URL per	STRING

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	node_db/dev/custom-node-list.json	7350	"description": "A suite of custom ComfyUI nodes built to evaluate and diagnose the technical qualities of im	CODE

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	docs/en/v3.38-userdata-security-migration.md	50	### Step 1: Configuration Migration	COMMENT
LOW	docs/en/v3.38-userdata-security-migration.md	56	### Step 2: Security Level Check	COMMENT
LOW	docs/en/v3.38-userdata-security-migration.md	70	### Step 3: Legacy Backup	COMMENT

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	glob/cm_global.py	6	# Usage:	COMMENT
LOW	glob/cm_global.py	17	# Usage:	COMMENT
LOW	glob/cm_global.py	62	# Usage:	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	node_db/tutorial/custom-node-list.json	61	"description": "Welcome to ecjojo_example_nodes! This example is specifically designed for beginners who wan	CODE

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	__init__.py	22	__all__ = ['NODE_CLASS_MAPPINGS']	CODE

AI Structural Patterns1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	glob/manager_core.py	1085		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings