0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

30.0K

Stars

TypeScript

Language

1.0M

Lines of Code

5.8K

Files

547

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 1.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 314 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.4/100 · LOW

Are imports declared and package/API names verified? 126 finding(s).

Agent Over-Engineering Ratio 2.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 311 finding(s).

PR Review Velocity Impact 4.1/100 · LOW

Which changes need focused human review? 547 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 3HIGH 24MEDIUM 74LOW 446

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 547 distinct pattern matches across 15 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 Identifiers204 hits · 208 pts

Severity	File	Line	Snippet	Context
LOW	…p/public/chrome_extension/fastgpt_agent/src/setting.js	87	function updateSelectedRadioButton() {	CODE
LOW	…p/public/chrome_extension/fastgpt_agent/src/setting.js	264	async function handleChatBotHeightChange(height) {	CODE
LOW	projects/app/src/instrumentation-node.ts	8	export async function registerNodeInstrumentation() {	CODE
LOW	…app/src/web/core/dataset/hooks/readCollectionSource.ts	8	export function getCollectionSourceAndOpen(	CODE
LOW	projects/app/src/web/common/api/request.ts	83	function getDeduplicatedRequestKey({	CODE
LOW	projects/app/src/web/support/outLink/api.ts	62	export function getPlaygroundVisibilityConfig(data: GetPlaygroundVisibilityConfigParamsType) {	CODE
LOW	projects/app/src/web/support/outLink/api.ts	66	export function updatePlaygroundVisibilityConfig(data: UpdatePlaygroundVisibilityConfigParamsType) {	CODE
LOW	…tail/WorkflowComponents/Flow/nodes/render/NodeCard.tsx	552	const WorkflowCheckIssueStatusIcon = React.memo(function WorkflowCheckIssueStatusIcon({	CODE
LOW	…/detail/Test/components/SearchTestImagePreviewList.tsx	46	const SearchTestImagePreviewItem = React.memo(function SearchTestImagePreviewItem({	CODE
LOW	…onents/dashboard/skill/detail/runtimeUpgradePolling.ts	16	export function startRuntimeUpgradePolling({	CODE
LOW	…onents/AIResponseBox/RenderPaymentPauseInteractive.tsx	10	const RenderPaymentPauseInteractive = React.memo(function RenderPaymentPauseInteractive({	CODE
LOW	…mponents/AIResponseBox/RenderUserSelectInteractive.tsx	13	const RenderUserSelectInteractive = React.memo(function RenderUserSelectInteractive({	CODE
LOW	…components/AIResponseBox/RenderUserFormInteractive.tsx	134	const RenderUserFormInteractive = React.memo(function RenderUserFormInteractive({	CODE
LOW	…Box/WorkflowBuilder/WorkflowBuilderPreviewComposer.tsx	13	export const WorkflowBuilderPreviewComposer = React.memo(function WorkflowBuilderPreviewComposer({	CODE
LOW	…t/components/Interactive/InteractiveChoiceCollapse.tsx	55	export const ChoiceCollapseToggleButton = React.memo(function ChoiceCollapseToggleButton({	CODE
LOW	projects/app/src/service/core/chat/history.ts	94	export async function buildClearChatHistoriesMatch({	CODE
LOW	…p/src/service/core/plugin/debug/authCommercialDebug.ts	6	export function assertCommercialPluginDebugEnabled() {	CODE
LOW	projects/app/src/service/core/sandbox/access.ts	27	export async function resolveSandboxSessionAvailability(	CODE
LOW	projects/app/src/service/core/sandbox/access.ts	56	async function assertSandboxRuntimeSessionAvailable({	CODE
LOW	projects/app/src/service/core/sandbox/access.ts	73	export async function authSandboxRuntimeSession(	CODE
LOW	projects/app/src/service/common/system/index.ts	113	async function getPluginRemoteDebugEnabled() {	CODE
LOW	projects/app/src/pages/dashboard/systemTool/index.tsx	524	function buildPluginDebugConnectionLink(connectionKey?: string) {	CODE
LOW	…cts/app/src/pages/api/core/dataset/collection/paths.ts	72	export async function getDatasetCollectionPaths({	CODE
LOW	…4173/20261009_backfill_agent_sandbox_team_id/entity.ts	20	export async function getSandboxTeamIdSnapshotEnd() {	CODE
LOW	…4173/20261009_backfill_agent_sandbox_team_id/entity.ts	82	export async function backfillSandboxInstanceTeamIdsBatch(	CODE
LOW	projects/app/src/global/core/chat/utils.ts	98	export function transformPreviewHistories(	CODE
LOW	projects/app/src/global/core/chat/utils.ts	132	export function addStatisticalDataToHistoryItem(historyItem: ChatItemMiniType) {	CODE
LOW	projects/code-sandbox/test/compat/legacy-python.test.ts	15	function legacyPythonCompatibilitySuite(name: string, getRunner: () => PythonRunner) {	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	444	def _is_called_from_matplotlib():	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	458	def _first_external_caller_filename():	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	471	def _is_direct_user_fs_access():	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	315	def _is_direct_user_import_call():	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	550	def _install_matplotlib_tmpdir_patch():	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	578	def matplotlib_candidate_tempdir_list():	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	695	def _is_allowed_matplotlib_font_probe(event, args):	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	718	def _is_called_from_matplotlib_font_manager():	CODE
LOW	…jects/code-sandbox/src/isolated/js-isolation-config.ts	9	export function shouldEnableJsNativeIsolation(): boolean {	CODE
LOW	…jects/code-sandbox/src/isolated/js-isolation-config.ts	20	export function assertJsNativeIsolationReady(addonPath: string): void {	CODE
LOW	…jects/code-sandbox/src/isolated/js-isolation-config.ts	31	export function getBundledJsNativeAddonPath(dirname: string): string {	CODE
LOW	…s/code-sandbox/src/isolated/python-isolation-config.ts	10	export function shouldEnablePythonNativeIsolation(): boolean {	CODE
LOW	…s/code-sandbox/src/isolated/python-isolation-config.ts	21	export function assertPythonNativeIsolationReady(libraryPath: string) {	CODE
LOW	…s/code-sandbox/src/isolated/python-isolation-config.ts	32	export function getBundledPythonNativeLibraryPath(dirname: string) {	CODE
LOW	.agents/design/collection-permission-design.md	356	export async function updateCollectionCollaboratorsWithAuth({	CODE
LOW	.agents/design/core/skill-edit-chat-source-type.md	59	function buildChatSourceWriteFields({ sourceType, sourceId }) {	CODE
LOW	.agents/design/core/dataset/index.md	538	function datasetSearchResultConcat(weightedLists) {	CODE
LOW	document/script/initDocTime.js	72	function getAllDocLastModifiedTimes(contentDir = DEFAULT_CONTENT_DIR) {	CODE
LOW	…ment/components/docs/CurrentOriginCodeBlockUpdater.tsx	15	export function CurrentOriginCodeBlockUpdater({	CODE
LOW	document/lib/docs-locale.js	6	function getFastGPTDocsLocaleFromHomeOrigin(homeOrigin) {	CODE
LOW	.codex/design/skill-assist-generation-integration.md	151	async function getAccessibleSkillResources({	CODE
LOW	sdk/otel/test/logger/otel.test.ts	18	function createMemoryLoggerProvider(records: OTelLogRecord[]) {	CODE
LOW	sdk/otel/src/metrics/env.ts	17	export function createMetricsOptionsFromEnv(	CODE
LOW	sdk/otel/src/tracing/env.ts	22	function getSampleRatioFromStandardEnv(env: TracingEnv, defaultValue: number): number {	CODE
LOW	sdk/otel/src/tracing/env.ts	38	export function createTracingOptionsFromEnv(	CODE
LOW	sdk/otel/src/logger/otel.ts	106	function getOpenTelemetryLoggerName(options: OpenTelemetrySinkOptions): string {	CODE
LOW	sdk/otel/src/logger/otel.ts	440	function convertRecordToStructuredBody(record: LogRecord): AnyValue {	CODE
LOW	sdk/otel/src/logger/env.ts	30	export function createLoggerOptionsFromEnv(	CODE
LOW	sdk/storage/src/assert.ts	7	function throwInvalidStorageObjectKey({	CODE
LOW	sdk/storage/src/assert.ts	55	export function collectStorageObjectKeyViolations(value: unknown): InvalidStorageObjectKeyReason[] {	CODE
LOW	sdk/storage/src/assert.ts	104	export function assertStorageObjectPrefix(prefix: unknown): asserts prefix is string \| undefined {	CODE
LOW	sdk/storage/src/assert.ts	110	export function assertRequiredStorageObjectPrefix(prefix: unknown): asserts prefix is string {	CODE
144 more matches not shown…

Decorative Section Separators52 hits · 156 pts

Severity	File	Line	Snippet	Context
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	101	// ═══════════════════════════════════════════════	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	103	// ═══════════════════════════════════════════════	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	119	// ── Start node ──────────────────────────────	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	156	// ── Agent node ──────────────────────────────	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	257	// ── Edge ────────────────────────────────────	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	277	// ── Dynamic input injection ─────────────────	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	307	// ═══════════════════════════════════════════════	COMMENT
MEDIUM	projects/app/test/api/core/ai/skill/debugChat.test.ts	309	// ═══════════════════════════════════════════════	COMMENT
MEDIUM	…/detail/WorkflowComponents/Flow/hooks/useNestedNode.ts	75	// ── 1. Read sizing & array input from inputs ────────────────────────────────	COMMENT
MEDIUM	…/detail/WorkflowComponents/Flow/hooks/useNestedNode.ts	102	// ── 2. Infer array valueType from referenced output ─────────────────────────	COMMENT
MEDIUM	…/detail/WorkflowComponents/Flow/hooks/useNestedNode.ts	141	// ── 3a. Maintain childrenNodeIdList ─────────────────────────────────────────	COMMENT
MEDIUM	…/detail/WorkflowComponents/Flow/hooks/useNestedNode.ts	154	// ── 3b. Trigger layout reset on child id / dimension change ─────────────────	COMMENT
MEDIUM	…/detail/WorkflowComponents/Flow/hooks/useNestedNode.ts	162	// ── 4 & 5. Measure input-box height, sync and re-layout ────────────────────	COMMENT
MEDIUM	…/service/core/workflow/dispatch/parallelRun/service.ts	15	// ─── 1. clampParallelConcurrency ─────────────────────────────────────────────	COMMENT
MEDIUM	…/service/core/workflow/dispatch/parallelRun/service.ts	40	// ─── 2. clampParallelRetryTimes ───────────────────────────────────────────────	COMMENT
MEDIUM	…/service/core/workflow/dispatch/parallelRun/service.ts	57	// ─── 3. buildTaskRuntimeContext ───────────────────────────────────────────────	COMMENT
MEDIUM	…/service/core/workflow/dispatch/parallelRun/service.ts	102	// ─── 4. parseTaskResponse & parseTaskError ────────────────────────────────────	COMMENT
MEDIUM	…/service/core/workflow/dispatch/parallelRun/service.ts	179	// ─── 5. aggregateParallelResults ──────────────────────────────────────────────	COMMENT
MEDIUM	…/service/test/core/ai/sandbox/application/file.test.ts	37	// ─── helpers ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/service/test/core/ai/sandbox/application/file.test.ts	165	// ─── resolveSandboxWorkspacePath ───────────────────────────────────────────	COMMENT
MEDIUM	…/service/test/core/ai/sandbox/application/file.test.ts	187	// ─── isSandboxPathDirectory ────────────────────────────────────────────────	COMMENT
MEDIUM	…/service/test/core/ai/sandbox/application/file.test.ts	216	// ─── getSandboxFileContent ─────────────────────────────────────────────────	COMMENT
MEDIUM	…/service/test/core/ai/sandbox/application/file.test.ts	252	// ─── addDirectoryToArchive ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	68	// ── 基础场景 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	112	// ── 边界值 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	139	// ── 复杂场景：文档切分 ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	201	// ── inputTokens 计算 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	236	// ── requestUrl / requestAuth ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/service/test/core/ai/rerank/index.test.ts	358	// ── 异常场景 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ages/service/test/core/workflow/dispatch/utils.test.ts	2329	// ─── safePoints ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…test/core/workflow/dispatch/loopRun/runLoopRun.test.ts	35	// ─── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…test/core/workflow/dispatch/loopRun/runLoopRun.test.ts	212	// ─── Tests ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ce/test/core/workflow/dispatch/loopRun/service.test.ts	21	// ─── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ce/test/core/workflow/dispatch/loopRun/service.test.ts	70	// ─── Tests ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	20	// ─── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	70	// ─── Tests ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	73	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	132	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	173	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	284	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	337	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/core/workflow/dispatch/parallelRun/service.test.ts	369	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	16	// ─── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	58	// ─── Tests ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	61	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	132	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	175	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rvice/test/core/workflow/dispatch/loop/service.test.ts	217	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/build-agent-sandbox.yml	33	# ── agent-sandbox ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/build-agent-sandbox.yml	296	# ── volume-manager ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	.forgejo/workflows/build-agent-sandbox.yml	29	# ── agent-sandbox ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	.forgejo/workflows/build-agent-sandbox.yml	276	# ── volume-manager ─────────────────────────────────────────────────────────	COMMENT

Cross-Language Confusion (JS/TS)21 hits · 130 pts

Severity	File	Line	Snippet	Context
HIGH	projects/app/src/service/common/system/health.ts	64	print("Hello, World!")	CODE
HIGH	projects/code-sandbox/test/unit/security.test.ts	574	elif isinstance(bi, dict) and '__import__' in bi:	CODE
HIGH	…ode-sandbox/test/unit/python-isolated-security.test.ts	420	print('secret_token_abc123')	CODE
HIGH	…/code-sandbox/test/unit/python-isolated-runner.test.ts	38	print("before failure")	CODE
HIGH⚡	…/code-sandbox/test/unit/python-isolated-runner.test.ts	66	print("x" * 20000)	CODE
HIGH⚡	…/code-sandbox/test/unit/python-isolated-runner.test.ts	67	print("last captured line")	CODE
HIGH⚡	…/code-sandbox/test/unit/python-isolated-runner.test.ts	68	print("x" * (1024 * 1024))	CODE
HIGH	…/code-sandbox/test/unit/python-isolated-runner.test.ts	98	print("debug")	CODE
HIGH	projects/code-sandbox/test/unit/boundary.test.ts	149	print(f'line {i}')	CODE
HIGH⚡	…code-sandbox/test/unit/python-native-isolation.test.ts	43	print(json.dumps({"init": ret}))	CODE
HIGH⚡	…code-sandbox/test/unit/python-native-isolation.test.ts	46	print(json.dumps({"uid": os.getuid(), "gid": os.getgid()}), flush=True)	CODE
HIGH⚡	…code-sandbox/test/unit/python-native-isolation.test.ts	48	print(json.dumps({"system_rc": rc}), flush=True)	CODE
HIGH	…code-sandbox/test/unit/python-native-isolation.test.ts	85	print(json.dumps({"init": ret}))	CODE
HIGH	…code-sandbox/test/unit/python-native-isolation.test.ts	97	print(json.dumps({	CODE
HIGH	…ojects/code-sandbox/test/unit/python-bootstrap.test.ts	52	print(json.dumps({	CODE
HIGH	projects/code-sandbox/test/compat/legacy-python.test.ts	139	print("debug step 1")	CODE
HIGH	projects/code-sandbox/test/compat/legacy-python.test.ts	140	print("processing", variables["name"])	CODE
HIGH⚡	…test/support/permission/inheritPermission.benchmark.ts	799	print('clean with ', clean.withTimes);	CODE
HIGH⚡	…test/support/permission/inheritPermission.benchmark.ts	800	print('clean without', clean.withoutTimes);	CODE
HIGH⚡	…test/support/permission/inheritPermission.benchmark.ts	801	print('deny with ', deny.withTimes);	CODE
HIGH⚡	…test/support/permission/inheritPermission.benchmark.ts	802	print('deny without', deny.withoutTimes);	CODE

Fake / Example Data100 hits · 113 pts

Severity	File	Line	Snippet	Context
LOW	projects/app/test/web/support/user/useUserStore.test.ts	42	username: 'user@example.com',	CODE
LOW	projects/app/test/web/support/user/api.test.ts	23	username: 'test@test.com',	CODE
LOW	projects/app/test/web/support/user/api.test.ts	54	username: 'test@test.com',	CODE
LOW	projects/app/test/web/support/user/api.test.ts	70	username: 'test@test.com',	CODE
LOW⚡	projects/app/test/web/support/user/api.test.ts	83	account: 'test@test.com',	CODE
LOW⚡	projects/app/test/web/support/user/api.test.ts	91	contact: 'test@test.com',	CODE
LOW⚡	projects/app/test/web/support/user/api.test.ts	99	username: 'test@test.com',	CODE
LOW	projects/app/test/web/support/user/api.test.ts	132	await api.getCaptchaPic('test@test.com', 'register');	CODE
LOW	projects/app/test/web/support/user/api.test.ts	136	await api.getPreLogin('test@test.com');	CODE
LOW	projects/app/test/web/support/user/inform/utils.test.ts	19	['already bound', { contact: 'user@example.com' }]	CODE
LOW	…ts/app/test/web/support/user/hooks/useSendCode.test.ts	69	await sendCode({ username: 'user@example.com', captcha: 'captcha' });	CODE
LOW	…ts/app/test/web/support/user/hooks/useSendCode.test.ts	72	username: 'user@example.com',	CODE
LOW	…jects/app/test/pageComponents/login/LoginForms.test.ts	175	expect(validateField('user@example.com')).toBe(true);	CODE
LOW	…jects/app/test/pageComponents/login/LoginForms.test.ts	178	expect(validateBeforeSend('user@example.com')).toBe(true);	CODE
LOW	…jects/app/test/pageComponents/login/LoginForms.test.ts	200	expect(validateBeforeSend('user@example.com')).toBe(true);	CODE
LOW	…components/support/user/safe/SendCodeAuthModal.test.ts	82	username: 'user@example.com',	CODE
LOW	…s/app/test/scripts/migration/authCodeToTmpData.test.ts	26	key: 'user@example.com',	CODE
LOW	projects/app/test/api/core/app/logs/getUsers.test.ts	289	name: 'John Doe',	CODE
LOW	projects/app/test/api/core/app/logs/getUsers.test.ts	329	const johnUser = res.data.list.find((u) => u.name === 'John Doe');	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	35	[McpAuthProxyHeader.username]: 'user@example.com',	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	39	username: 'user@example.com',	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	123	authProxy: { username: 'user@example.com' }	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	127	expect(MongoUser.findOne).toHaveBeenCalledWith({ username: 'user@example.com' });	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	165	username: 'user@example.com',	CODE
LOW	projects/app/test/service/support/mcp/auth.test.ts	186	username: 'user@example.com',	CODE
LOW	projects/app/public/js/html2pdf.bundle.min.js	2	!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.am	CODE
LOW	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	439	Note: Do not use this attribute, as it is non-standard and only implemented in some versions of Microsoft Internet E	CODE
LOW	…ts/app/src/components/Markdown/utils/sanitizeSchema.ts	78	'placeholder',	CODE
LOW	…ts/app/src/components/Markdown/utils/sanitizeSchema.ts	83	textarea: ['name', 'placeholder', 'value', 'rows', 'disabled', 'readOnly'],	CODE
LOW	.agents/skills/system/api-development/SKILL.md	147	example: 'user@example.com',	CODE
LOW	…ckages/web/components/common/TagFilter/FilterInput.tsx	11	inputProps?: Omit<InputProps, 'value' \| 'onChange' \| 'placeholder'>;	CODE
LOW	packages/service/test/core/workflow/simple.json	188	"placeholder": "core.app.tip.chatNodeSystemPromptTip",	CODE
LOW	packages/service/test/core/workflow/loopTest.json	302	"placeholder": "common:core.module.input.description.Response content",	CODE
LOW	…service/test/core/workflow/dispatch/tools/http.test.ts	27	userName: 'John Doe',	CODE
LOW	…service/test/core/workflow/dispatch/tools/http.test.ts	61	const expected = '{"name": "John Doe", "greeting": "Hello John Doe"}';	CODE
LOW	…service/test/core/workflow/dispatch/tools/http.test.ts	451	expect(result).toContain('John Doe');	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	52	expect(isLoginContactUsername('user@example.com')).toBe(true);	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	60	username: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	62	target: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	80	username: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	81	target: 'user@example.com'	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	90	username: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	92	target: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	116	account: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	125	username: 'user@example.com',	CODE
LOW⚡	…upport/user/account/login/verification/service.test.ts	127	target: 'user@example.com',	CODE
LOW	…ges/service/test/support/marketing/attribution.test.ts	202	username: 'user@example.com'	CODE
LOW	…ges/service/test/support/marketing/attribution.test.ts	214	username: 'user@example.com'	CODE
LOW	…ges/service/test/support/marketing/attribution.test.ts	228	contact: 'user@example.com'	CODE
LOW	…ges/service/test/support/marketing/attribution.test.ts	235	contact: 'user@example.com'	CODE
LOW	…ges/service/test/support/marketing/attribution.test.ts	273	username: 'user@example.com'	CODE
LOW⚡	…ages/service/test/support/tmpData/verification.test.ts	19	expect(getDataId({ scene: 'register', type: 'code', key: 'user@example.com' })).toBe(	CODE
LOW⚡	…ages/service/test/support/tmpData/verification.test.ts	29	key: 'user@example.com',	CODE
LOW⚡	…ages/service/test/support/tmpData/verification.test.ts	35	verification.get({ scene: 'login', type: 'code', key: 'user@example.com' });	CODE
LOW⚡	…ages/service/test/support/tmpData/verification.test.ts	37	verification.get({ scene: 'register', type: 'loginChallenge', key: 'user@example.com' });	CODE
LOW⚡	…ages/service/test/support/tmpData/verification.test.ts	41	key: 'user@example.com',	CODE
LOW	…ages/service/test/support/tmpData/verification.test.ts	56	key: 'user@example.com',	CODE
LOW	…ages/service/test/support/tmpData/verification.test.ts	64	key: 'user@example.com',	CODE
LOW	…ages/service/test/support/tmpData/verification.test.ts	311	username: 'user@example.com',	CODE
LOW	…ages/service/test/support/tmpData/verification.test.ts	314	target: 'user@example.com',	CODE
40 more matches not shown…

Over-Commented Block70 hits · 70 pts

Severity	File	Line	Snippet	Context
LOW	deploy/version/main/docker-compose.template.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	deploy/version/v4.15/docker-compose.template.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	deploy/version/v4.14/docker-compose.template.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	deploy/templates/docker-compose.dev.yml	1	# 用于开发的 docker-compose 文件:	COMMENT
LOW	deploy/templates/docker-compose.dev.yml	201	# ===== Resource Limits =====	COMMENT
LOW	deploy/dev/docker-compose.cn.yml	1	# 用于开发的 docker-compose 文件:	COMMENT
LOW	deploy/dev/docker-compose.cn.yml	201	# ===== Resource Limits =====	COMMENT
LOW	deploy/dev/docker-compose.yml	1	# 用于开发的 docker-compose 文件:	COMMENT
LOW	deploy/dev/docker-compose.yml	201	# ===== Resource Limits =====	COMMENT
LOW	…ts/app/src/pageComponents/app/detail/Logs/LogChart.tsx	941	}	COMMENT
LOW	…p/detail/WorkflowComponents/Flow/hooks/useWorkflow.tsx	241	// \|‾‾‾‾‾‾‾‾‾‾‾\|	COMMENT
LOW	projects/app/src/pageComponents/admin/config/pay.tsx	81	annualBonusPoints: 0	COMMENT
LOW	projects/app/src/pageComponents/admin/config/pay.tsx	101	// auditLogStoreDuration: 360	COMMENT
LOW	…ts/code-sandbox/native/js-sandbox/fastgpt_js_sandbox.c	1	#define _GNU_SOURCE	COMMENT
LOW	.agents/design/core/workflow/parallel-node/design.md	741	// - 用户未指定 → 默认 5	COMMENT
LOW	.agents/design/core/workflow/parallel-node/design.md	801	describe('resolveParallelConcurrency', () => {	COMMENT
LOW	…lic/deploy/docker/main/cn/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/cn/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/cn/docker-compose.zilliz.yml	281	SANDBOX_TOKEN: *x-code-sandbox-token	COMMENT
LOW	…public/deploy/docker/main/cn/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ent/public/deploy/docker/main/cn/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ent/public/deploy/docker/main/cn/docker-compose.pg.yml	301	# ===== Resource Limits =====	COMMENT
LOW	…lic/deploy/docker/main/cn/docker-compose.oceanbase.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/cn/docker-compose.milvus.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/cn/docker-compose.milvus.yml	341	# ===== Resource Limits =====	COMMENT
LOW	…deploy/docker/main/global/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/main/global/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/main/global/docker-compose.zilliz.yml	281	SANDBOX_TOKEN: *x-code-sandbox-token	COMMENT
LOW	…ic/deploy/docker/main/global/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/global/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…public/deploy/docker/main/global/docker-compose.pg.yml	301	# ===== Resource Limits =====	COMMENT
LOW	…deploy/docker/main/global/docker-compose.oceanbase.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/main/global/docker-compose.milvus.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/main/global/docker-compose.milvus.yml	341	# ===== Resource Limits =====	COMMENT
LOW	…ic/deploy/docker/v4.15/cn/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.15/cn/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.15/cn/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…nt/public/deploy/docker/v4.15/cn/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/v4.15/cn/docker-compose.oceanbase.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/v4.15/cn/docker-compose.oceanbase.yml	361	# ===== Resource Limits =====	COMMENT
LOW	…ublic/deploy/docker/v4.15/cn/docker-compose.milvus.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…eploy/docker/v4.15/global/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…c/deploy/docker/v4.15/global/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…c/deploy/docker/v4.15/global/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.15/global/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…eploy/docker/v4.15/global/docker-compose.oceanbase.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…eploy/docker/v4.15/global/docker-compose.oceanbase.yml	361	# ===== Resource Limits =====	COMMENT
LOW	…c/deploy/docker/v4.15/global/docker-compose.milvus.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/v4.14/cn/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.14/cn/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.14/cn/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.14/cn/docker-compose.seekdb.yml	261	# Execution timeout per request (ms)	COMMENT
LOW	…nt/public/deploy/docker/v4.14/cn/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ic/deploy/docker/v4.14/cn/docker-compose.oceanbase.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…ublic/deploy/docker/v4.14/cn/docker-compose.milvus.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…eploy/docker/v4.14/global/docker-compose.opengauss.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…c/deploy/docker/v4.14/global/docker-compose.zilliz.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…c/deploy/docker/v4.14/global/docker-compose.seekdb.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
LOW	…c/deploy/docker/v4.14/global/docker-compose.seekdb.yml	261	# Execution timeout per request (ms)	COMMENT
LOW	…ublic/deploy/docker/v4.14/global/docker-compose.pg.yml	1	# 用于部署的 docker-compose 文件:	COMMENT
10 more matches not shown…

Excessive Try-Catch Wrapping52 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	projects/code-sandbox/test/unit/security.test.ts	595	except Exception:	CODE
LOW	projects/code-sandbox/test/unit/security.test.ts	739	except Exception as e:	CODE
LOW	projects/code-sandbox/test/unit/security.test.ts	780	except Exception as e:	CODE
LOW	projects/code-sandbox/test/unit/security.test.ts	1292	except Exception:	CODE
LOW	projects/code-sandbox/test/unit/security.test.ts	1315	except Exception as e:	CODE
MEDIUM	projects/code-sandbox/test/unit/security.test.ts	536	def main():	CODE
MEDIUM	projects/code-sandbox/test/unit/security.test.ts	608	def main():	CODE
MEDIUM	projects/code-sandbox/test/unit/security.test.ts	775	def main():	CODE
MEDIUM	projects/code-sandbox/test/unit/security.test.ts	790	def main():	CODE
MEDIUM	projects/code-sandbox/test/unit/security.test.ts	1309	def main():	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	26	except Exception as e:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	44	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	49	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	84	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	104	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	137	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	206	except Exception:	CODE
LOW⚡	…ode-sandbox/test/unit/python-isolated-security.test.ts	228	except Exception:	CODE
LOW⚡	…ode-sandbox/test/unit/python-isolated-security.test.ts	232	except Exception:	CODE
LOW⚡	…ode-sandbox/test/unit/python-isolated-security.test.ts	236	except Exception:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	286	except Exception as e:	CODE
LOW	…ode-sandbox/test/unit/python-isolated-security.test.ts	362	except Exception as e:	CODE
MEDIUM	…ode-sandbox/test/unit/python-isolated-security.test.ts	22	def main():	CODE
MEDIUM	…ode-sandbox/test/unit/python-isolated-security.test.ts	133	def main():	CODE
MEDIUM	…ode-sandbox/test/unit/python-isolated-security.test.ts	358	def main():	CODE
LOW	…/code-sandbox/test/unit/python-isolated-runner.test.ts	390	except Exception as e:	CODE
LOW	…/code-sandbox/test/unit/python-isolated-runner.test.ts	409	except Exception as e:	CODE
MEDIUM	…/code-sandbox/test/unit/python-isolated-runner.test.ts	168	def main():	CODE
LOW	…ojects/code-sandbox/test/unit/python-bootstrap.test.ts	49	except Exception as exc:	CODE
LOW	…andbox/test/integration/docker-python-packages.test.ts	407	except Exception as e:	CODE
MEDIUM	projects/code-sandbox/src/isolated/python-bootstrap.py	406	def _is_write_flags(flags):	CODE
MEDIUM	projects/code-sandbox/src/isolated/python-bootstrap.py	444	def _is_called_from_matplotlib():	CODE
MEDIUM	projects/code-sandbox/src/isolated/python-bootstrap.py	458	def _first_external_caller_filename():	CODE
MEDIUM	projects/code-sandbox/src/isolated/python-bootstrap.py	718	def _is_called_from_matplotlib_font_manager():	CODE
MEDIUM	projects/code-sandbox/src/isolated/python-bootstrap.py	873	def _run_warm_worker(init_msg):	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	429	except Exception:	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	438	except Exception:	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	453	except Exception:	CODE
LOW⚡	projects/code-sandbox/src/isolated/python-bootstrap.py	466	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	95	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	206	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	225	except Exception as e:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	264	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	409	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	555	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	606	except Exception as e:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	725	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	741	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	754	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	759	except Exception:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	888	except Exception as e:	CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	901	except Exception as e:	CODE

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ojects/app/test/api/v2/chat/completionsProfile.test.ts	167	mocks.logger.info.mock.calls.filter(([message]) =>	CODE
CRITICAL	…ojects/app/test/api/v2/chat/completionsProfile.test.ts	206	mocks.logger.info.mock.calls.some(([message]) =>	CODE
CRITICAL	projects/app/public/js/html2pdf.bundle.min.js	2	!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.am	CODE

Structural Annotation Overuse17 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	…upport/permission/add-permission/guides/quick-start.md	12	## Step 1: 添加资源类型枚举	COMMENT
LOW	…upport/permission/add-permission/guides/quick-start.md	24	## Step 2: 创建权限常量文件	COMMENT
LOW	…upport/permission/add-permission/guides/quick-start.md	59	## Step 3: 创建 Permission 类	COMMENT
LOW	…upport/permission/add-permission/guides/quick-start.md	89	## Step 4: 实现鉴权函数	COMMENT
LOW	…upport/permission/add-permission/guides/quick-start.md	151	## Step 5: 在 API 中使用	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	821	// Step 1: Execute async onClick to get skillId (outside editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	824	// Step 2: Update editor with the skillId (inside a fresh editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	1472	// Step 1: Call async onClick handler (outside editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	1475	// Step 2: Update editor with the skill (inside a fresh editor.update)	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	63	// Step 1: 图片先尝试转成文本描述。caption 会作为普通文本 query 参与后续召回，	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	88	// Step 2: 根据搜索模式决定两条召回链路各自取多少候选。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	111	// Step 3: 先在同一语义来源内融合。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	131	// Step 4: rerank 只处理文本召回。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	147	// Step 5: 合并图片侧结果。caption 是图片的文本解释，权重低于原始图片向量；	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	159	// Step 6: 合并文本侧与图片侧结果。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	172	// Step 7: 最终过滤顺序固定为：同内容去重 -> 相似度阈值 -> token 上限。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	189	// Step 8: 返回前一次收集最终结果中的 q、a、imageId，并批量签发唯一 dataset 对象 key。	COMMENT

Verbosity Indicators12 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	821	// Step 1: Execute async onClick to get skillId (outside editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	824	// Step 2: Update editor with the skillId (inside a fresh editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	1472	// Step 1: Call async onClick handler (outside editor.update)	COMMENT
LOW⚡	…tarea/PromptEditor/plugins/SkillPickerPlugin/index.tsx	1475	// Step 2: Update editor with the skill (inside a fresh editor.update)	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	63	// Step 1: 图片先尝试转成文本描述。caption 会作为普通文本 query 参与后续召回，	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	88	// Step 2: 根据搜索模式决定两条召回链路各自取多少候选。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	111	// Step 3: 先在同一语义来源内融合。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	131	// Step 4: rerank 只处理文本召回。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	147	// Step 5: 合并图片侧结果。caption 是图片的文本解释，权重低于原始图片向量；	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	159	// Step 6: 合并文本侧与图片侧结果。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	172	// Step 7: 最终过滤顺序固定为：同内容去重 -> 相似度阈值 -> token 上限。	COMMENT
LOW	…ges/service/core/dataset/search/defaultRecall/index.ts	189	// Step 8: 返回前一次收集最终结果中的 q、a、imageId，并批量签发唯一 dataset 对象 key。	COMMENT

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	projects/code-sandbox/src/isolated/python-bootstrap.py	754	except Exception:	CODE
HIGH	projects/code-sandbox/src/isolated/python-bootstrap.py	759	except Exception:	CODE
HIGH	projects/code-sandbox/src/isolated/python-bootstrap.py	741	except Exception:	CODE

AI Slop Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	259	* To learn about this declaration in Firefox for Mobile, see [this article](https://developer.mozilla.org/en-US/do	COMMENT
MEDIUM⚡	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	269	Default mode, which indicates no preference for the decoding mode. The browser decides what is best for the user.`},{nam	CODE
MEDIUM⚡	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	269	Default mode, which indicates no preference for the decoding mode. The browser decides what is best for the user.`},{nam	CODE
MEDIUM	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	287	Note: Sites that automatically play audio (or videos with an audio track) can be an unpleasant experience for users,	CODE

Slop Phrases4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	…c/js/monaco-editor.0.45.0/vs/language/css/cssWorker.js	31	`);return[{language:"html",value:t}]},n.prototype.doPrint=function(e,t){for(var r=0,i=e;r<i.length;r++){var o=i[r];this.	CODE
MEDIUM	…js/monaco-editor.0.45.0/vs/language/html/htmlWorker.js	305	Usage note: Do not use this attribute, as it has been deprecated. The [\`<caption>\`](https://developer.mozilla.org/	CODE
MEDIUM	.vscode/i18n-ally-custom-framework.yml	13	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT
MEDIUM	.vscode/i18n-ally-custom-framework.yml	25	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/design/collection-permission-design.md	541	### 7.3 检索（RAG）召回权限过滤	COMMENT

Unused Imports2 hits · 1 pts

Severity	File	Line	Snippet	Context
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	13		CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	24		CODE

Deep Nesting2 hits · 1 pts

Severity	File	Line	Snippet	Context
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	344		CODE
LOW	projects/code-sandbox/src/isolated/python-bootstrap.py	733		CODE

labring/FastGPT

Open-Source Code Quality, Security and Technical Debt Review