1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

20.0K

Stars

JavaScript

Language

80.4K

Lines of Code

383

Files

Pattern Hits

2026-10-31

Scan Date

0.02

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 2.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 48 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 4.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 53 finding(s).

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 71 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 0HIGH 8MEDIUM 5LOW 58

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 71 distinct pattern matches across 8 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 Identifiers36 hits · 36 pts

Severity	File	Line	Snippet	Context
LOW	back/protos/api.ts	634	function createBaseCreateEnvRequest(): CreateEnvRequest {	CODE
LOW	back/protos/api.ts	692	function createBaseUpdateEnvRequest(): UpdateEnvRequest {	CODE
LOW	back/protos/api.ts	750	function createBaseDeleteEnvsRequest(): DeleteEnvsRequest {	CODE
LOW	back/protos/api.ts	912	function createBaseDisableEnvsRequest(): DisableEnvsRequest {	CODE
LOW	back/protos/api.ts	982	function createBaseEnableEnvsRequest(): EnableEnvsRequest {	CODE
LOW	back/protos/api.ts	1052	function createBaseUpdateEnvNamesRequest(): UpdateEnvNamesRequest {	CODE
LOW	back/protos/api.ts	1140	function createBaseGetEnvByIdRequest(): GetEnvByIdRequest {	CODE
LOW	back/protos/api.ts	1458	function createBaseExtraScheduleItem(): ExtraScheduleItem {	CODE
LOW	back/protos/api.ts	1803	function createBaseCreateCronRequest(): CreateCronRequest {	CODE
LOW	back/protos/api.ts	1986	function createBaseUpdateCronRequest(): UpdateCronRequest {	CODE
LOW	back/protos/api.ts	2186	function createBaseDeleteCronsRequest(): DeleteCronsRequest {	CODE
LOW	back/protos/api.ts	2256	function createBaseGetCronsRequest(): GetCronsRequest {	CODE
LOW	back/protos/api.ts	2314	function createBaseGetCronByIdRequest(): GetCronByIdRequest {	CODE
LOW	back/protos/api.ts	2372	function createBaseEnableCronsRequest(): EnableCronsRequest {	CODE
LOW	back/protos/api.ts	2442	function createBaseDisableCronsRequest(): DisableCronsRequest {	CODE
LOW	back/protos/api.ts	2512	function createBaseRunCronsRequest(): RunCronsRequest {	CODE
LOW	back/protos/api.ts	2766	function createBaseCronDetailRequest(): CronDetailRequest {	CODE
LOW	back/protos/api.ts	2824	function createBaseCronDetailResponse(): CronDetailResponse {	CODE
LOW	back/protos/api.ts	2916	function createBaseNotificationInfo(): NotificationInfo {	CODE
LOW	back/protos/api.ts	4214	function createBaseSystemNotifyRequest(): SystemNotifyRequest {	CODE
LOW	back/protos/api.ts	4308	function createBaseRecordNotifyLogRequest(): RecordNotifyLogRequest {	CODE
LOW	back/protos/cron.ts	316	function createBaseAddCronResponse(): AddCronResponse {	CODE
LOW	back/protos/cron.ts	359	function createBaseDeleteCronRequest(): DeleteCronRequest {	CODE
LOW	back/protos/cron.ts	417	function createBaseDeleteCronResponse(): DeleteCronResponse {	CODE
LOW	back/protos/cron.ts	460	function createBaseSetConcurrencyRequest(): SetConcurrencyRequest {	CODE
LOW	back/protos/health.ts	79	function createBaseHealthCheckRequest(): HealthCheckRequest {	CODE
LOW	back/protos/health.ts	137	function createBaseHealthCheckResponse(): HealthCheckResponse {	CODE
LOW	back/config/util.ts	230	function createFileSystemTaskRunner(concurrency: number): FileSystemTaskRunner {	CODE
LOW	back/shared/schedulerMutationLock.ts	36	export function schedulerRegistrationError(message: string, cause: any): Error {	CODE
LOW	back/shared/subscriptionStorage.ts	9	export function isSubscriptionStorageName(name: string): boolean {	CODE
LOW	back/shared/subscriptionStorage.ts	19	export function resolveSubscriptionStoragePath(	CODE
LOW	back/shared/subscriptionStorage.ts	45	export function getSubscriptionStorageNames(	CODE
LOW	back/shared/subscriptionStorage.ts	80	export function getSubscriptionStorageCandidates(doc: Subscription) {	CODE
LOW	cli/src/internal/runtime/containerEnvironment.ts	24	async function requireContainerDirectory(	CODE
LOW	cli/src/internal/runtime/containerEnvironment.ts	90	export async function prepareContainerEnvironment(	CODE
LOW	cli/src/internal/execution/dependencies.ts	5	export async function taskDependencyEnvironment(	CODE

Cross-Language Confusion (JS/TS)5 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH⚡	back/config/util.ts	752	print('not applicable')	CODE
HIGH⚡	back/config/util.ts	759	print(requirement.name)	CODE
HIGH⚡	back/config/util.ts	762	print(installed)	CODE
HIGH	cli/src/internal/execution/preloadSource.ts	181	' return None',	CODE
HIGH	cli/src/internal/execution/shellSession.ts	58	elif [[ "$__ql_file" == / ]] && [ -d "\${__ql_file%/*}" ]; then	CODE

Excessive Try-Catch Wrapping12 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	back/config/util.ts	763	except Exception:	CODE
LOW	shell/preload/client.py	35	except Exception as e:	CODE
LOW	shell/preload/client.py	188	except Exception:	CODE
MEDIUM	shell/preload/client.py	11	def wrapper(args, *kwargs):	CODE
MEDIUM	shell/preload/client.py	183	def __del__(self):	CODE
LOW	shell/preload/sitecustomize.py	81	except Exception as json_error:	CODE
LOW	shell/preload/sitecustomize.py	105	except Exception as error:	CODE
LOW	shell/preload/sitecustomize.py	142	except Exception as error:	CODE
MEDIUM	shell/preload/sitecustomize.py	12	def try_parse_int(value):	CODE
LOW	sample/notify.py	812	except Exception as e:	CODE
LOW	sample/notify.py	1335	except Exception:	CODE
LOW	sample/notify.py	1343	except Exception:	CODE

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	shell/preload/client.py	188	except Exception:	CODE
HIGH	shell/preload/sitecustomize.py	85	except:	CODE
HIGH	sample/notify.py	1335	except Exception:	CODE

Over-Commented Block11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	sample/config.sample.sh	41	## 是否使用第三方bot，默认不使用，使用时填入仓库地址，存到ql/repo目录下，文件夹命名为diybot	COMMENT
LOW	sample/config.sample.sh	61	## bark 推送是否存档	COMMENT
LOW	sample/config.sample.sh	81	## Telegram api自建反向代理地址（选填）	COMMENT
LOW	sample/config.sample.sh	101		COMMENT
LOW	sample/config.sample.sh	121	export PUSH_PLUS_TEMPLATE="html"	COMMENT
LOW	sample/config.sample.sh	141		COMMENT
LOW	sample/config.sample.sh	161	export DEER_KEY=""	COMMENT
LOW	sample/config.sample.sh	201	export SMTP_PASSWORD=""	COMMENT
LOW	sample/config.sample.sh	221	## qmsg 酱的 QMSG_KEY	COMMENT
LOW	sample/config.sample.sh	241	export NTFY_ACTIONS=""	COMMENT
LOW	sample/extra.sample.sh	1	#!/usr/bin/env bash	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/docker-entrypoint.sh	18	# ============================================	COMMENT
MEDIUM	docker/docker-entrypoint.sh	21	# ============================================	COMMENT

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	shell/preload/sitecustomize.py	7		CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	sample/notify.py	850		CODE

whyour/qinglong

Open-Source Code Quality, Security and Technical Debt Review