0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.0K

Stars

PHP

Language

5.0M

Lines of Code

9.2K

Files

1.5K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1378 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 85 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1377 finding(s).

PR Review Velocity Impact 1.7/100 · LOW

Which changes need focused human review? 1521 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 5HIGH 32MEDIUM 10LOW 1474

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1521 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers1318 hits · 1336 pts

Severity	File	Line	Snippet	Context
LOW	app/ConfigRepository.php	402	private function loadPreUserConfigDefaults(): void	CODE
LOW	app/ConfigRepository.php	433	private function loadPostUserConfigDefaults(): void	CODE
LOW	app/ConfigRepository.php	586	public function populateLegacyDbCredentials(): void	CODE
LOW	app/Providers/AppServiceProvider.php	118	private function bootCustomBladeDirectives(): void	CODE
LOW	app/Models/Port.php	216	public function getIfPhysAddressAttribute($mac)	CODE
LOW	app/Models/BgpPeerCbgp.php	73	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/Vminfo.php	115	public function getMemoryFormattedAttribute(): string	CODE
LOW	app/Models/Vminfo.php	120	public function getOperatingSystemAttribute(): string	CODE
LOW	app/Models/Vrf.php	101	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/DeviceGroup.php	119	public function scopeNotInServiceTemplate($query, $serviceTemplate)	CODE
LOW⚡	app/Models/AlertSchedule.php	116	public function getStartRecurringDtAttribute()	CODE
LOW⚡	app/Models/AlertSchedule.php	121	public function getStartRecurringHrAttribute()	CODE
LOW⚡	app/Models/AlertSchedule.php	126	public function getEndRecurringDtAttribute()	CODE
LOW⚡	app/Models/AlertSchedule.php	133	public function getEndRecurringHrAttribute()	CODE
LOW⚡	app/Models/AlertSchedule.php	138	public function setStartRecurringDtAttribute($date)	CODE
LOW⚡	app/Models/AlertSchedule.php	143	public function setStartRecurringHrAttribute($time)	CODE
LOW⚡	app/Models/AlertSchedule.php	148	public function setEndRecurringDtAttribute($date)	CODE
LOW⚡	app/Models/AlertSchedule.php	153	public function setEndRecurringHrAttribute($time)	CODE
LOW	app/Models/User.php	158	public function setCanModifyPasswdAttribute($modify)	CODE
LOW	app/Models/Sensor.php	172	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/Mempool.php	145	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/WirelessSensor.php	137	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/Storage.php	44	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/Device.php	642	protected function scopeWhereAttributeDisabled(Builder $query, string $attribute): Builder	CODE
LOW	app/Models/Device.php	708	public function scopeNotInServiceTemplate($query, $serviceTemplate)	CODE
LOW	app/Models/Device.php	1494	protected function childRouteBindingRelationshipName($childType): string	CODE
LOW	app/Models/BgpPeer.php	88	public function getSyncProtectedAttributes(): array	CODE
LOW	app/Models/ServiceTemplate.php	114	public static function updateServiceTemplatesForDevice($device)	CODE
LOW	app/Models/ServiceTemplate.php	160	public static function updateServiceTemplatesForDeviceGroup($deviceGroup)	CODE
LOW	app/Exceptions/ErrorReporting.php	90	private function adjustErrorHandlingForAppEnv(string $environment): void	CODE
LOW	app/Http/Middleware/FormatJsonApiError.php	55	protected function generateJsonApiErrorResponse(int $code): ?Response	CODE
LOW	app/Http/Controllers/GraphsPageController.php	61	private function handleWidescreenPreference(GraphsPageRequest $request): void	CODE
LOW	app/Http/Controllers/Device/EditPollingController.php	261	private function reachabilityFailedResponse(	CODE
LOW	app/Http/Controllers/Select/OsController.php	40	private function sortAndFilterBySimilarity(string $term, array $items): array	CODE
LOW	app/Facades/LibrenmsConfig.php	47	public static function invalidateAndReload(): void	CODE
LOW	app/View/FieldSchema/FieldDefinition.php	296	public static function buildVisibleIfExpressionFromArray(array $conditions, string $dataVar = 'formData'): ?string	CODE
LOW	app/Console/Commands/SmokepingGenerateCommand.php	130	public function buildTargetsConfiguration(Collection $devices): int	CODE
LOW	app/Console/Commands/DevGenerateTestData.php	178	private function registerProgressListeners(Progress $progressBar): void	CODE
LOW	app/Console/Commands/Traits/CompletesConfigArgument.php	70	protected function suggestionsForSelectDynamic(DynamicConfigItem $config, ?string $value): array	CODE
LOW	…/components/notification-subscription-status.blade.php	22	function notificationSubscriptionStatus() {	CODE
LOW	resources/views/map/custom-legend-modal.blade.php	229	function mapLegendCustomColourToggle() {	CODE
LOW	resources/views/widgets/alerts.blade.php	28	function updateSeverityQuickFilterButtons() {	CODE
LOW⚡	tests/tests.py	224	def test_full_fallback_to_meminfo_when_no_cgroup(self):	CODE
LOW⚡	tests/tests.py	230	def test_nothing_readable_returns_none(self):	CODE
LOW⚡	tests/tests.py	235	def test_zero_limit_no_div_by_zero(self):	CODE
LOW⚡	tests/tests.py	266	def test_from_config_rejects_out_of_range(self):	CODE
LOW⚡	tests/tests.py	271	def test_from_config_rejects_non_int(self):	CODE
LOW⚡	tests/tests.py	275	def test_pause_when_at_or_above_limit(self):	CODE
LOW	tests/tests.py	287	def test_hysteresis_holds_between_bands(self):	CODE
LOW	tests/tests.py	301	def test_fails_open_when_undeterminable(self):	CODE
LOW	tests/tests.py	333	def test_pause_and_resume_under_real_pressure(self):	CODE
LOW	tests/Unit/UnimusProviderTest.php	60	public function testIsConfiguredDelegatesToClient(): void	CODE
LOW	tests/Unit/UnimusProviderTest.php	73	public function testBackupsStringifiesIds(): void	CODE
LOW	tests/Unit/UnimusProviderTest.php	93	public function testLatestStringifiesIdAndIncludesContent(): void	CODE
LOW	tests/Unit/UnimusProviderTest.php	108	public function testRefreshTriggersBackupJob(): void	CODE
LOW⚡	tests/Unit/UnimusProviderTest.php	121	public function testRefreshReturnsFalseWhenBackupRefused(): void	CODE
LOW⚡	tests/Unit/UnimusProviderTest.php	131	public function testRefreshReturnsFalseWhenDeviceNotFound(): void	CODE
LOW⚡	tests/Unit/UnimusProviderTest.php	138	public function testContentRejectsNonNumericId(): void	CODE
LOW	tests/Unit/UnimusProviderTest.php	149	public function testDiffRejectsNonNumericIds(): void	CODE
LOW	tests/Unit/UnimusProviderTest.php	160	public function testDeviceNotFoundErrorPassthrough(): void	CODE
1258 more matches not shown…

Empty Error Handlers22 hits · 110 pts

Severity	File	Line	Snippet	Context
HIGH	snmp-scan.py	131	except (herror, gaierror):	CODE
HIGH	tests/tests.py	314	except OSError:	CODE
HIGH	LibreNMS/service.py	14	except ImportError:	CODE
HIGH	LibreNMS/service.py	29	except ImportError:	CODE
HIGH	LibreNMS/service.py	594	except KeyboardInterrupt:	CODE
HIGH	LibreNMS/service.py	847	except AttributeError:	CODE
HIGH	LibreNMS/service.py	857	except AttributeError:	CODE
HIGH	LibreNMS/service.py	381	except ValueError:	CODE
HIGH	LibreNMS/wrapper.py	143	except:	CODE
HIGH	LibreNMS/wrapper.py	554	except:	CODE
HIGH	LibreNMS/wrapper.py	198	except:	CODE
HIGH	LibreNMS/queuemanager.py	146	except Exception:	CODE
HIGH	LibreNMS/queuemanager.py	254	except Empty:	CODE
HIGH	LibreNMS/command_runner.py	35	except ImportError:	CODE
HIGH	LibreNMS/command_runner.py	40	except ImportError:	CODE
HIGH	LibreNMS/command_runner.py	53	except ImportError:	CODE
HIGH	LibreNMS/command_runner.py	172	except Exception:	CODE
HIGH	LibreNMS/command_runner.py	498	except queue.Empty:	CODE
HIGH	LibreNMS/command_runner.py	469	except queue.Empty:	CODE
HIGH	LibreNMS/command_runner.py	486	except (TimeoutExpired, ValueError):	CODE
HIGH	LibreNMS/command_runner.py	554	except AttributeError:	CODE
HIGH	LibreNMS/command_runner.py	479	except (TimeoutExpired, ValueError):	CODE

Fake / Example Data62 hits · 70 pts

Severity	File	Line	Snippet	Context
LOW	app/Http/Controllers/DashboardController.php	133	'widget' => 'placeholder',	CODE
LOW	app/Http/Controllers/DashboardController.php	259	if (str_ends_with($route->uri, 'placeholder')) {	CODE
LOW	app/Http/Controllers/Widgets/PlaceholderController.php	31	protected string $name = 'placeholder';	CODE
LOW	app/View/FieldSchema/FieldDefinition.php	263	$array['placeholder'] = $this->getPlaceholder();	CODE
LOW	resources/definitions/config_definitions.json	7069	"placeholder": "Select secret to add..."	CODE
LOW	resources/definitions/schema/config_schema.json	85	"placeholder": {"type": "string"},	CODE
LOW	resources/definitions/schema/config_schema.json	104	"placeholder": {"type": "string"},	CODE
LOW	…sources/views/components/field-schema-fields.blade.php	61	* 'placeholder' => string\|null,	COMMENT
LOW	…sources/views/components/field-schema-fields.blade.php	91	'placeholder' => $config['placeholder'] ?? null,	CODE
LOW	…sources/views/components/field-schema-fields.blade.php	176	@if(filled($field['placeholder'])) placeholder="{{ __($field['placeholder']) }}" @endif	CODE
LOW	…sources/views/components/field-schema-fields.blade.php	202	@if(filled($field['placeholder'])) placeholder="{{ __($field['placeholder']) }}" @endif	CODE
LOW	…sources/views/components/field-schema-fields.blade.php	214	@if(filled($field['placeholder'])) placeholder="{{ __($field['placeholder']) }}" @endif	CODE
LOW	resources/views/components/date-range-picker.blade.php	6	'placeholder' => __('Select date range...'),	CODE
LOW	resources/views/components/select2.blade.php	7	'placeholder' => null,	CODE
LOW⚡	tests/Unit/Polling/PollingMethodDefinitionTest.php	62	$this->assertSame('1161', $fields['port']['placeholder']);	CODE
LOW⚡	tests/Unit/Polling/PollingMethodDefinitionTest.php	63	$this->assertSame('7', $fields['max_repeaters']['placeholder']);	CODE
LOW⚡	tests/Unit/Polling/PollingMethodDefinitionTest.php	64	$this->assertArrayNotHasKey('placeholder', $fields['context']);	CODE
LOW⚡	tests/Unit/Polling/PollingMethodDefinitionTest.php	68	$this->assertSame("Default: device's hostname", $ipmiFields['hostname']['placeholder']);	CODE
LOW⚡	tests/Unit/Polling/PollingMethodDefinitionTest.php	69	$this->assertSame('Default: ipmitool', $ipmiFields['timeout']['placeholder']); // ipmitool's default differs by	CODE
LOW⚡	tests/Unit/Util/MailTest.php	35	'user@example.com',	CODE
LOW⚡	tests/Unit/Util/MailTest.php	36	['user@example.com' => 'LibreNMS'],	CODE
LOW⚡	tests/Unit/Util/MailTest.php	39	'"John Doe" <john@example.com>',	CODE
LOW⚡	tests/Unit/Util/MailTest.php	40	['john@example.com' => 'John Doe'],	CODE
LOW⚡	tests/Unit/Util/MailTest.php	43	"'John Doe' <john@example.com>",	CODE
LOW⚡	tests/Unit/Util/MailTest.php	44	['john@example.com' => 'John Doe'],	CODE
LOW	tests/Unit/Util/MailTest.php	71	['john@example.com' => 'John Doe'],	CODE
LOW	tests/Unit/Http/Parsers/AlertLogDetailParserTest.php	305	'sysContact' => 'admin@example.com', // should be included	CODE
LOW⚡	tests/Unit/View/SimpleTemplateTest.php	259	$template = new SimpleTemplate('{{ user.name }}', ['user.name' => 'John Doe']);	CODE
LOW⚡	tests/Unit/View/SimpleTemplateTest.php	260	$this->assertEquals('John Doe', (string) $template);	CODE
LOW	tests/Feature/AuthSSOTest.php	83	$_SERVER['mail'] = 'test@example.org';	CODE
LOW	tests/Feature/AuthSSOTest.php	97	$_SERVER['HTTP_MAIL'] = 'test@example.org';	CODE
LOW	tests/data/airos-af60_v3.4.json	9	"sysContact": "test@test.com",	CODE
LOW	tests/data/mediornet_mn-horizon.json	9	"sysContact": "noc@example.org",	CODE
LOW	…Polling/Method/Definitions/PollingMethodDefinition.php	46	} elseif (! isset($schemaField['placeholder']) && $default !== null && $default !== '') {	CODE
LOW	…Polling/Method/Definitions/PollingMethodDefinition.php	47	$schemaField['placeholder'] = (string) $default;	CODE
LOW	html/js/bootstrap-datetimepicker.min.js	2	return d.keepInvalid=a,l},l.datepickerInput=function(a){if(0===arguments.length)return d.datepickerInput;if("string"!=ty	CODE
LOW	html/js/select2.full.min.js	2	!function(n){"function"==typeof define&&define.amd?define(["jquery"],n):"object"==typeof module&&module.exports?module.e	CODE
LOW	html/js/RrdGraphJS/q-5.0.2.min.js	14	(function(){var b=".prototype",c="function",d="Boolean",e="Error",f="Object.keys requires an object as argument.",g="con	CODE
LOW	lang/sv/widgets.php	55	'placeholder' => [	CODE
LOW	lang/it/search.php	4	'placeholder' => 'Inserisci / per la ricerca',	CODE
LOW	lang/ru/search.php	4	'placeholder' => 'Введите / для поиска',	CODE
LOW	lang/zh-CN/search.php	4	'placeholder' => '输入 / 进行搜索',	CODE
LOW	lang/uk/search.php	4	'placeholder' => 'Введіть / для пошуку',	CODE
LOW	lang/sr/search.php	4	'placeholder' => 'Унесите / за претрагу',	CODE
LOW	lang/zh-TW/widgets.php	55	'placeholder' => [	CODE
LOW	lang/zh-TW/search.php	4	'placeholder' => '輸入 / 進行搜尋',	CODE
LOW	lang/pt-BR/search.php	4	'placeholder' => 'Digite / para pesquisar',	CODE
LOW	lang/ka/search.php	4	'placeholder' => 'აკრიფეთ / მოსაძებნად',	CODE
LOW	lang/de/search.php	4	'placeholder' => 'Geben Sie / ein, um zu suchen',	CODE
LOW	lang/ko/widgets.php	55	'placeholder' => [	CODE
LOW	lang/ko/search.php	4	'placeholder' => '검색하려면 /를 입력하세요',	CODE
LOW	lang/fr/search.php	4	'placeholder' => 'Entrez / pour la recherche',	CODE
LOW	lang/es/widgets.php	52	'placeholder' => [	CODE
LOW	lang/es/search.php	4	'placeholder' => 'Ingrese / para buscar',	CODE
LOW	lang/en/widgets.php	55	'placeholder' => [	CODE
LOW	lang/en/first_run.php	49	'placeholder' => 'Add a network, like 192.168.1.0/24',	CODE
LOW	lang/en/search.php	4	'placeholder' => 'Type / to search',	CODE
LOW	doc/Developing/Using-Git.md	31	git config --global user.name "John Doe"	CODE
LOW	doc/General/Changelogs/2019.md	1319	- fake-name (1)	CODE
LOW	doc/General/Changelogs/2019.md	1340	* Fix Smokeping setup instructions so they actually work ([#9731](https://github.com/librenms/librenms/pull/9731)) - [fa	COMMENT
2 more matches not shown…

Hallucination Indicators5 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	html/js/vis-timeline-graph2d.min.js	83	* Licensed under the MIT license */function WD(){return(WD=Object.assign\|\|function(t){for(var e=1;e<arguments.length;e	COMMENT
CRITICAL	html/js/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL	html/js/esri-leaflet-vector.js	4	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("esri-leaflet"),require("leaflet")	CODE
CRITICAL	html/js/esri-leaflet.js	11	* Apache-2.0 */function T(t,e){return I(t,e)}function C(t,e){return S(t,e)}function w(t){if("NaN"!==t.xmin&&"NaN"!==t	COMMENT
CRITICAL	html/js/RrdGraphJS/q-5.0.2.min.js	14	(function(){var b=".prototype",c="function",d="Boolean",e="Error",f="Object.keys requires an object as argument.",g="con	CODE

Over-Commented Block32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	daily.sh	1	#!/usr/bin/env bash	COMMENT
LOW	daily.sh	41	# Append a timestamped line to the daily log	COMMENT
LOW	resources/js/bootstrap.js	41	// key: import.meta.env.VITE_PUSHER_APP_KEY,	COMMENT
LOW	resources/definitions/os_discovery/primekey.yaml	161	- { value: 1, generic: 2, descr: '> 80% full' }	COMMENT
LOW	resources/definitions/os_discovery/scalance.yaml	161	# - { value: 1, generic: 2, descr: 'notPresent' }	COMMENT
LOW	includes/systemd-shared.inc.php	1	<?php	COMMENT
LOW	includes/systemd-shared.inc.php	21	// Therefore, existing metrics are now associated with	COMMENT
LOW	includes/polling/ucd-mib.inc.php	1	<?php	COMMENT
LOW	includes/polling/ucd-mib.inc.php	21	// UCD-SNMP-MIB::ssCpuRawWait.0 = Counter32: 205336019	COMMENT
LOW	includes/polling/netscaler-vsvr.inc.php	1	<?php	COMMENT
LOW	includes/polling/netscaler-vsvr.inc.php	21	// NS-ROOT-MIB::vsvrCurServicesTransToOutOfSvc."librenms" = Gauge32: 0	COMMENT
LOW	includes/polling/cisco-remote-access-monitor.inc.php	1	<?php	COMMENT
LOW	includes/polling/cisco-remote-access-monitor.inc.php	21	// CISCO-REMOTE-ACCESS-MONITOR-MIB::crasIPSecCumulateSessions.0 = Counter32: 0 Sessions	COMMENT
LOW	includes/polling/cisco-ipsec-flow-monitor.inc.php	1	<?php	COMMENT
LOW	includes/polling/cisco-ipsec-flow-monitor.inc.php	21	// CISCO-IPSEC-FLOW-MONITOR-MIB::cipSecGlobalOutOctets.0 = Counter32: 3486168696 Octets	COMMENT
LOW	includes/polling/applications/ss.inc.php	61	// List to track which sockets we should graph. If the end-user	COMMENT
LOW	includes/discovery/sensors/state/fortigate.inc.php	41	// As of July 2024:	COMMENT
LOW	includes/html/pages/device/apps/suricata.inc.php	121	// capture__kernel_drops	COMMENT
LOW	includes/html/pages/device/apps/suricata.inc.php	221	// http__memuse	COMMENT
LOW	LibreNMS/OS/Traits/VminfoLibvirt.php	81	[$dom_id] = explode(' ', trim($dom), 2);	COMMENT
LOW	html/css/styles.css	421	border-top: 1px solid #a8a8a8;	COMMENT
LOW	html/js/raphael.min.js	1	// ┌────────────────────────────────────────────────────────────────────┐ \\	COMMENT
LOW	html/js/overlib_mini.js	1	//\/////	COMMENT
LOW	scripts/watchmaillog/watchmaillog.pl	1	#!/usr/bin/env perl	COMMENT
LOW	scripts/Migration/XML_Conversion/mkdir.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/Migration/XML_Conversion/destwork.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/Migration/XML_Conversion/convert.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/Migration/Standard_Conversion/mkdir.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/Migration/Standard_Conversion/convert_no_xml.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…ripts/Migration/Standard_Conversion/destwork_no_xml.sh	1	#!/usr/bin/env bash	COMMENT
LOW	doc/Extensions/Syslog.md	221	url => "https://sink.librenms.org/api/v0/syslogsink/ # replace with your librenms host	COMMENT
LOW	doc/Extensions/Varnish.md	181	#	COMMENT

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	poller-wrapper.py	this is a bootstrap script for wrapper.py, in order to retain compatibility with earlier librenms setups	STRING
HIGH	discovery-wrapper.py	this is a bootstrap script for wrapper.py, in order to retain compatibility with earlier librenms setups	STRING
HIGH	services-wrapper.py	this is a bootstrap script for wrapper.py, in order to retain compatibility with earlier librenms setups	STRING
HIGH	poller-wrapper.py	take the amount of threads we want to run in parallel from the commandline if none are given or the argument was garbage	STRING
HIGH	discovery-wrapper.py	take the amount of threads we want to run in parallel from the commandline if none are given or the argument was garbage	STRING
HIGH	services-wrapper.py	take the amount of threads we want to run in parallel from the commandline if none are given or the argument was garbage	STRING

Excessive Try-Catch Wrapping22 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	librenms-service.py	73	except Exception as e:	CODE
LOW	LibreNMS/service.py	740	except Exception as e:	CODE
LOW	LibreNMS/service.py	918	except Exception:	CODE
MEDIUM	LibreNMS/service.py	308	def load_poller_config(self, db):	CODE
LOW	LibreNMS/wrapper.py	332	except Exception:	CODE
LOW	LibreNMS/wrapper.py	590	except Exception:	CODE
LOW	LibreNMS/queuemanager.py	111	except Exception:	CODE
LOW	LibreNMS/queuemanager.py	146	except Exception:	CODE
LOW	LibreNMS/queuemanager.py	262	except Exception as e:	CODE
LOW	LibreNMS/queuemanager.py	394	except Exception as e:	CODE
MEDIUM	LibreNMS/queuemanager.py	132	def _frac_meminfo(proc_meminfo):	CODE
LOW	LibreNMS/command_runner.py	172	except Exception:	CODE
LOW	LibreNMS/command_runner.py	184	except Exception:	CODE
LOW	LibreNMS/command_runner.py	605	except Exception as exc:	CODE
MEDIUM	LibreNMS/__init__.py	41	def logger_get_console_handler():	CODE
MEDIUM	LibreNMS/__init__.py	339	def connect(self):	CODE
LOW	LibreNMS/__init__.py	178	except Exception as exc:	CODE
LOW	LibreNMS/__init__.py	222	except Exception:	CODE
LOW	LibreNMS/__init__.py	237	except Exception:	CODE
LOW	LibreNMS/__init__.py	390	except Exception as e:	CODE
LOW	LibreNMS/__init__.py	419	except Exception as e:	CODE
LOW	LibreNMS/__init__.py	763	except Exception as e:	CODE

Decorative Section Separators4 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	html/js/raphael.min.js	1	// ┌────────────────────────────────────────────────────────────────────┐ \\	COMMENT
MEDIUM⚡	html/js/raphael.min.js	3	// ├────────────────────────────────────────────────────────────────────┤ \\	COMMENT
MEDIUM⚡	html/js/raphael.min.js	6	// ├────────────────────────────────────────────────────────────────────┤ \\	COMMENT
MEDIUM⚡	html/js/raphael.min.js	8	// └────────────────────────────────────────────────────────────────────┘ \\	COMMENT

Unused Imports15 hits · 14 pts

Severity	File	Line	Context
LOW	LibreNMS/command_runner.py	24	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/command_runner.py	52	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	19	CODE
LOW	LibreNMS/__init__.py	27	CODE
LOW	LibreNMS/__init__.py	27	CODE

Deep Nesting15 hits · 14 pts

Severity	File	Line	Context
LOW	snmp-scan.py	122	CODE
LOW	tests/tests.py	306	CODE
LOW	LibreNMS/service.py	373	CODE
LOW	LibreNMS/service.py	479	CODE
LOW	LibreNMS/wrapper.py	158	CODE
LOW	LibreNMS/wrapper.py	228	CODE
LOW	LibreNMS/wrapper.py	338	CODE
LOW	LibreNMS/queuemanager.py	132	CODE
LOW	LibreNMS/queuemanager.py	213	CODE
LOW	LibreNMS/command_runner.py	199	CODE
LOW	LibreNMS/command_runner.py	341	CODE
LOW	LibreNMS/command_runner.py	433	CODE
LOW	LibreNMS/__init__.py	253	CODE
LOW	LibreNMS/__init__.py	309	CODE
LOW	LibreNMS/__init__.py	339	CODE

Structural Annotation Overuse6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/add-os-support/SKILL.md	99	## Step 1: Add Vendor MIBs	COMMENT
LOW	.agents/skills/add-os-support/SKILL.md	115	## Step 2: Define OS Detection	COMMENT
LOW	.agents/skills/add-os-support/SKILL.md	170	## Step 3: Define OS Discovery	COMMENT
LOW	.agents/skills/add-os-support/SKILL.md	337	## Step 4: Add Icons	COMMENT
LOW	.agents/skills/add-os-support/SKILL.md	345	## Step 5: Create Test Data (Mandatory)	COMMENT
LOW	.agents/skills/add-os-support/SKILL.md	378	## Step 6: Verify Tests	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	doc/Extensions/Varnish.md	199	# In this example our objective is to cache static content with Varnish and temporarily	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	LibreNMS/command_runner.py	4	# This file is part of command_runner module	COMMENT
MEDIUM	scripts/dynamic_check_requirements.py	4	# This file is part of LibreNMS	COMMENT

Cross-Language Confusion2 hits · 5 pts

Severity	File	Line	Snippet	Context
HIGH	LibreNMS/wrapper.py	22	FreeBSD: cd /usr/ports/*/py-MySQLdb && make install clean	STRING
HIGH	LibreNMS/wrapper.py	24	RHEL 8: dnf install mariadb-connector-c-devel gcc && python -m pip install mysqlclient	STRING

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	doc/Alerting/Transports/Flowtriq.md	11	\| API Key \| your-api-key \|	CODE

Modern Structural Boilerplate4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	LibreNMS/service.py	40	logger = logging.getLogger(__name__)	CODE
LOW	LibreNMS/wrapper.py	58	logger = logging.getLogger(__name__)	CODE
LOW	LibreNMS/queuemanager.py	13	logger = logging.getLogger(__name__)	CODE
LOW	LibreNMS/__init__.py	33	logger = logging.getLogger(__name__)	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	daily.sh	381	# Check if we need to revert (Must be in post pull so we can update it)	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	snmp-scan.py	127	# attempt to convert IP to hostname, if anything goes wrong, just use the IP	COMMENT

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	LibreNMS/command_runner.py	199		CODE

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	html/js/esri-leaflet-vector.js	4	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("esri-leaflet"),require("leaflet")	CODE

librenms/librenms

Open-Source Code Quality, Security and Technical Debt Review