3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

36.1K

Stars

Language

1.3M

Lines of Code

5.0K

Files

3.4K

Pattern Hits

2026-10-31

Scan Date

0.01

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 11.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2950 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 121 finding(s).

Agent Over-Engineering Ratio 6.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1306 finding(s).

PR Review Velocity Impact 13.5/100 · LOW

Which changes need focused human review? 3351 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 35MEDIUM 174LOW 3139

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 3351 distinct pattern matches across 22 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.

Over-Commented Block1684 hits · 1669 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.dev.yml	381	# Langfuse 自建栈（dev 对称版）	COMMENT
LOW	docker-compose.yml	61	# - /var/run/docker.sock:/var/run/docker.sock	COMMENT
LOW	docker-compose.yml	81	# requires Docker Compose v2.24+ (Jan 2024) and would break parsing on	COMMENT
LOW	docker-compose.yml	101	# 时区，默认为Asia/Shanghai	COMMENT
LOW	docker-compose.yml	301	# Redis 频道命名空间后缀（多部署共享同一 Redis 时隔离用）	COMMENT
LOW	docker-compose.yml	321	- IMAGE_HOST_KEEP_URL=${IMAGE_HOST_KEEP_URL:-}	COMMENT
LOW	docker-compose.yml	781	- weaviate	COMMENT
LOW	docker-compose.yml	841	ports:	COMMENT
LOW	cmd/server/bootstrap.go	21	// may be promoted to system administrator when the deployment has no	COMMENT
LOW	cmd/server/bootstrap.go	61	// not abort startup — bootstrap is best-effort.	COMMENT
LOW	cmd/server/main.go	1	// Package main is the main package for the WeKnora server	COMMENT
LOW	docker/sandbox-pty-prompt.sh	1	# WeKnora interactive PTY prompt: classic \u@\h:\W\$	COMMENT
LOW	docker/scripts/wk-chrome.sh	1	#!/bin/sh	COMMENT
LOW	docker/scripts/start-desktop.sh	1	#!/bin/sh	COMMENT
LOW	docker/scripts/start-desktop.sh	21	# response at all (a bad handshake on the backend, for every session on the	COMMENT
LOW	docker/scripts/chrome-wk.sh	1	#!/bin/sh	COMMENT
LOW	docker/scripts/wk-display.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docker/scripts/tests/smoke-flows.sh	1	#!/usr/bin/env bash	COMMENT
LOW	frontend/src/composables/useResourcePins.ts	1	// useResourcePins – per-(user, tenant) favorites + per-user recents for	COMMENT
LOW	frontend/src/composables/useListUrlState.ts	1	// useListUrlState keeps a list view's filter state (sidebar scope, creator	COMMENT
LOW	frontend/src/composables/useFont.ts	1	import { ref } from 'vue'	COMMENT
LOW	frontend/src/composables/useFont.ts	21	// system sans, PingFang, and Helvetica are all visually close enough	COMMENT
LOW	frontend/src/composables/useFont.ts	221	}	COMMENT
LOW	frontend/src/wailsjs/runtime/runtime.d.ts	101	// Windows only	COMMENT
LOW	frontend/src/stores/auth.ts	41	const selectedTenantName = ref<string \| null>(null)	COMMENT
LOW	frontend/src/stores/auth.ts	101		COMMENT
LOW	frontend/src/stores/auth.ts	121	// bit in DevTools will get a 403 the moment they hit a guarded endpoint.	COMMENT
LOW	frontend/src/utils/workspaceNotifyContent.ts	1	// Shared content renderer for the post-login and post-tenant-switch	COMMENT
LOW	frontend/src/utils/wikiLineDiff.ts	1	// Line-level diff for the wiki revision viewer. Deliberately small: the	COMMENT
LOW	frontend/src/utils/loginNotify.ts	1	// Rich "you're now in {workspace} as {role}" notification for the	COMMENT
LOW	frontend/src/utils/imageAttrDisplay.ts	1	import type {	COMMENT
LOW	frontend/src/utils/finalAnswer.ts	1	// finalAnswer.ts	COMMENT
LOW	frontend/src/components/UserMenu.vue	361	// ---------- Tenant switcher submenu ----------	COMMENT
LOW	frontend/src/components/ModelEditorDialog.vue	3061	// 容器留点呼吸：避免选项贴着 popup 圆角	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	41	stall_state?: string	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	101	const expandedRows = ref<Set<string>>(new Set(['__root__']))	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	121	// expanded unless the user has spoken. Discoverability + respect	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	141	// watchers, watchdogs, fetchInFlight gates routing through tick	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	261	// 1. If we have data: still live while parse_status is polling	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	301	}	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	321	)	COMMENT
LOW	…ntend/src/components/knowledge-processing-timeline.vue	341	// the tree quiesces (so wiki ingest's 30s-debounced subspan	COMMENT
LOW	…tend/src/components/credentials/CredentialResource.vue	181	// Local view state per field. Source of truth is props.meta, but we track	COMMENT
LOW	frontend/src/api/knowledge-base/index.ts	61	// - source 'env' → KB uses the tenant's env-configured store	COMMENT
LOW	frontend/src/api/knowledge-base/index.ts	81	// attribute panel dynamically. The types/constants below mirror the v1 shape	COMMENT
LOW	frontend/src/api/image-gallery/index.ts	1	import { get, post } from '@/utils/request';	COMMENT
LOW	frontend/src/i18n/memoryKeyReferences.test.ts	1	import assert from 'node:assert/strict'	COMMENT
LOW	frontend/src/views/settings/Settings.vue	301	// 以「页面里至少有 1 个有意义的写操作所要求的最低角色」为基准，把基础设	COMMENT
LOW	frontend/src/views/settings/TenantMembers.vue	601	const invitationsError = ref('')	COMMENT
LOW	frontend/src/views/chat/components/botmsg.vue	301		COMMENT
LOW	…ntend/src/views/chat/components/AgentStreamDisplay.vue	1301	// -----------------------------------------------------------------------------	COMMENT
LOW	…ntend/src/views/chat/components/AgentStreamDisplay.vue	2221	// Drop thinking cards that are entirely empty (no title and no body). Some	COMMENT
LOW	frontend/src/views/agent/AgentList.vue	1381	else next.add(key)	COMMENT
LOW	frontend/src/views/agent/AgentEditorModal.vue	3361	};	COMMENT
LOW	frontend/src/views/agent/AgentEditorModal.vue	4041	// 监听知识库启用状态变化：	COMMENT
LOW	frontend/src/views/knowledge/kbListMerge.ts	1	// Pure helpers backing the "All" scope of the knowledge-base list.	COMMENT
LOW	frontend/src/views/knowledge/KnowledgeBase.vue	301	// tenant role does NOT grant edit/manage — only the share grant does.	COMMENT
LOW	frontend/src/views/knowledge/KnowledgeBase.vue	321	// (Contributor+) or tenant Admin+ in the home tenant.	COMMENT
LOW	frontend/src/views/knowledge/KnowledgeBaseList.vue	761	// 左侧空间选择：默认根据当前角色决定。	COMMENT
LOW	frontend/src/views/knowledge/KnowledgeBaseList.vue	1021	}	COMMENT
1624 more matches not shown…

Hyper-Verbose Identifiers1026 hits · 1121 pts

Severity	File	Line	Snippet	Context
LOW	frontend/vite.config.ts	56	function resolveVueOfficePptxEntry(): string {	CODE
LOW	frontend/src/composables/preferenceStorage.ts	81	export function migratePreferencesIntoUser(): void {	CODE
LOW	…tend/src/composables/useChatAttachmentPreviewDrawer.ts	21	export function provideChatAttachmentPreviewDrawer(): ChatAttachmentPreviewDrawerContext {	CODE
LOW	…tend/src/composables/useChatAttachmentPreviewDrawer.ts	46	export function useChatAttachmentPreviewDrawer(): ChatAttachmentPreviewDrawerContext \| null {	CODE
LOW	frontend/src/composables/useChatReferencesDrawer.ts	41	export function provideChatReferencesDrawer(): ChatReferencesDrawerContext {	CODE
LOW	frontend/src/composables/useChatScrollFollow.ts	92	export function useDeferredTimelineCompletion(done: Readonly<Ref<boolean>>, reading: Readonly<Ref<boolean>>) {	CODE
LOW	frontend/src/composables/useProtectedImageRecovery.ts	6	export function useProtectedImageRecovery(	CODE
LOW	…ntend/src/composables/useConfigSkillInstallProgress.ts	26	export function useConfigSkillInstallProgress(options?: {	CODE
LOW	frontend/src/composables/useDocumentPictureInPicture.ts	8	export function useDocumentPictureInPicture(selected: Ref<boolean>, title: () => string) {	CODE
LOW	frontend/src/config/deploymentCapabilities.ts	32	export function isDeploymentCapabilitySupported(	CODE
LOW	frontend/src/config/settingsRoute.ts	12	export function integrationTabFromSection(section: string): IntegrationTab {	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.d.ts	16	export function GetDesktopHTTPBindPublicSetting():Promise<boolean>;	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.d.ts	18	export function GetDesktopHTTPPortSetting():Promise<number>;	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.d.ts	20	export function GetDesktopListenPublicActive():Promise<boolean>;	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.d.ts	30	export function SetDesktopHTTPBindPublicSetting(arg1:boolean):Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.d.ts	32	export function SetDesktopHTTPPortSetting(arg1:number):Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.js	29	export function GetDesktopHTTPBindPublicSetting() {	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.js	33	export function GetDesktopHTTPPortSetting() {	CODE
LOW⚡	frontend/src/wailsjs/go/main/App.js	37	export function GetDesktopListenPublicActive() {	CODE
LOW	frontend/src/wailsjs/go/main/App.js	57	export function SetDesktopHTTPBindPublicSetting(arg1) {	CODE
LOW	frontend/src/wailsjs/go/main/App.js	61	export function SetDesktopHTTPPortSetting(arg1) {	CODE
LOW	frontend/src/wailsjs/runtime/runtime.d.ts	103	export function WindowSetSystemDefaultTheme(): void;	CODE
LOW	frontend/src/wailsjs/runtime/runtime.d.ts	203	export function WindowSetBackgroundColour(R: number, G: number, B: number, A: number): void;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	290	export function RequestNotificationAuthorization(): Promise<boolean>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	294	export function CheckNotificationAuthorization(): Promise<boolean>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	302	export function SendNotificationWithActions(options: NotificationOptions): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	306	export function RegisterNotificationCategory(category: NotificationCategory): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	310	export function RemoveNotificationCategory(categoryId: string): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	314	export function RemoveAllPendingNotifications(): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	318	export function RemovePendingNotification(identifier: string): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	322	export function RemoveAllDeliveredNotifications(): Promise<void>;	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.d.ts	326	export function RemoveDeliveredNotification(identifier: string): Promise<void>;	CODE
LOW	frontend/src/wailsjs/runtime/runtime.js	76	export function WindowSetSystemDefaultTheme() {	CODE
LOW	frontend/src/wailsjs/runtime/runtime.js	164	export function WindowSetBackgroundColour(R, G, B, A) {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	256	export function RequestNotificationAuthorization() {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	260	export function CheckNotificationAuthorization() {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	268	export function SendNotificationWithActions(options) {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	272	export function RegisterNotificationCategory(category) {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	276	export function RemoveNotificationCategory(categoryId) {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	280	export function RemoveAllPendingNotifications() {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	284	export function RemovePendingNotification(identifier) {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	288	export function RemoveAllDeliveredNotifications() {	CODE
LOW⚡	frontend/src/wailsjs/runtime/runtime.js	292	export function RemoveDeliveredNotification(identifier) {	CODE
LOW	frontend/src/stores/localizedResourceCache.ts	11	export function isLocalizedSnapshotUsable(	CODE
LOW	frontend/src/stores/localizedResourceCache.ts	20	export function shouldReuseLocalizedInflight(	CODE
LOW	frontend/src/stores/localizedResourceCache.ts	33	export function shouldForceLocalizedRefetch(	CODE
LOW	frontend/src/stores/editorResources.ts	27	export function pickUsableStorageProvider(	CODE
LOW	frontend/src/stores/editorResources.ts	256	function resolveUsableStorageProvider(candidate?: string): string {	CODE
LOW	frontend/src/stores/editorResources.ts	310	async function ensureTenantRetrievalConfig(force = false): Promise<void> {	CODE
LOW	frontend/src/stores/uploadQueue.ts	343	export function createListRefreshThrottle(	CODE
LOW	frontend/src/stores/modelProvidersState.ts	58	export function credentialLabelForModelType(	CODE
LOW	frontend/src/stores/chatResources.ts	160	async function fetchKnowledgeBasesForList(	CODE
LOW	frontend/src/stores/chatResources.ts	266	async function ensureAgentKnowledgeBases(agentId: string, sourceTenantId?: string, force = false): Promise<any[]> {	CODE
LOW	frontend/src/stores/chatResources.ts	276	function invalidateKnowledgeBaseDetail(kbId?: string) {	CODE
LOW	frontend/src/stores/organization.ts	159	function adjustOrganizationResourceCount(	CODE
LOW	frontend/src/stores/organization.ts	460	async function fetchSharedKnowledgeBases(options?: { force?: boolean }) {	CODE
LOW	frontend/src/stores/organization.ts	518	function invalidateSearchableOrganizations(organizationId?: string) {	CODE
LOW	frontend/src/stores/organization.ts	527	function invalidateOrganizationData(options: InvalidateOrganizationDataOptions) {	CODE
LOW	frontend/src/stores/organization.ts	544	async function fetchSearchableOrganizations(	CODE
LOW	frontend/src/stores/organization.ts	575	function clearSearchableOrganizations() {	CODE
966 more matches not shown…

Decorative Section Separators126 hits · 390 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker-compose.dev.yml	380	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.dev.yml	393	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.yml	783	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.yml	798	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.yml	850	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.yml	866	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…/src/views/knowledge/KnowledgeBaseFolderCounts.test.ts	95	// ── Breadcrumb ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/src/views/knowledge/KnowledgeBaseFolderCounts.test.ts	157	// ── Sub-folders as list entries ─────────────────────────────────────────────	COMMENT
MEDIUM	…/src/views/knowledge/KnowledgeBaseFolderCounts.test.ts	216	// ── Wording ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/src/views/knowledge/KnowledgeBaseFolderCounts.test.ts	253	// ── Empty state ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/views/knowledge/wiki/WikiBrowser.vue	3390	// ─── Bloom: additive neighbor expansion ──────────────────────────────────	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	31	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	34	# --------------------------------------------------------------------------	COMMENT
MEDIUM	config/agent_type_presets.yaml	67	# --------------------------------------------------------------------------	COMMENT
MEDIUM	config/agent_type_presets.yaml	70	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	101	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	104	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	148	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	153	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	195	# --------------------------------------------------------------------------	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	197	# --------------------------------------------------------------------------	COMMENT
MEDIUM	mcp-server/weknora_mcp_server.py	240	# ── UUID pattern (8-4-4-4-12 hex) ──────────────────────────────────────	COMMENT
MEDIUM	mcp-server/weknora_mcp_server.py	693	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	mcp-server/weknora_mcp_server.py	702	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	mcp-server/weknora_mcp_server.py	1130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	mcp-server/weknora_mcp_server.py	1132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	internal/datasource/scheduler_test.go	14	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/scheduler_test.go	16	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/scheduler_test.go	165	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/scheduler_test.go	167	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	606	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	613	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	736	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	738	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	868	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/core/client.go	872	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…asource/connector/feishu/wiki/connector_golden_test.go	15	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…asource/connector/feishu/wiki/connector_golden_test.go	22	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…asource/connector/feishu/wiki/connector_stream_test.go	301	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…asource/connector/feishu/wiki/connector_stream_test.go	303	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	30	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	32	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	251	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	253	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	390	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	392	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	577	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	579	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	900	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	902	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1111	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1113	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1298	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1300	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1335	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1337	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1829	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nal/datasource/connector/feishu/wiki/connector_test.go	1831	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/wiki/paths_test.go	15	// ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/datasource/connector/feishu/wiki/paths_test.go	18	// ──────────────────────────────────────────────────────────────────────	COMMENT
66 more matches not shown…

Structural Annotation Overuse53 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW	…rc/views/knowledge/settings/DataSourceEditorDialog.vue	243	// Step 2: Resources	COMMENT
LOW⚡	config/config.yaml	57	## Step 1: Entity Extraction and Attribute Enrichment	COMMENT
LOW⚡	config/config.yaml	61	## Step 2: Relationship Extraction and Verification	COMMENT
LOW⚡	docreader/splitter/splitter.py	132	# Step 1: Split text by separators recursively	COMMENT
LOW⚡	docreader/splitter/splitter.py	134	# Step 2: Extract protected content positions	COMMENT
LOW⚡	docreader/splitter/splitter.py	136	# Step 3: Merge splits with protected content to ensure integrity	COMMENT
LOW⚡	docreader/splitter/splitter.py	142	# Step 4: Merge splits into final chunks with overlap	COMMENT
LOW⚡	docreader/splitter/splitter.py	145	# Step 5: Validate chunks and test restoration	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	13	## Step 1: Create Connector Package Structure	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	24	## Step 2: Define Platform Types (types.go)	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	70	## Step 3: Implement API Client (client.go)	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	113	## Step 4: Implement Connector Interface (connector.go)	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	295	## Step 5: Register in Container	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	334	## Step 6: Add Connector Type Constant	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	345	## Step 7: Add Metadata	COMMENT
LOW	internal/datasource/CONNECTOR_IMPLEMENTATION_GUIDE.md	363	## Step 8: Test Your Connector	COMMENT
LOW⚡	internal/datasource/connector/feishu/core/client.go	691	// Step 1: create export task	COMMENT
LOW⚡	internal/datasource/connector/feishu/core/client.go	697	// Step 2: retain the same ticket while waiting on shared API limits. A wall	COMMENT
LOW	internal/datasource/connector/feishu/core/client.go	722	// Step 3: download file using file_token (NOT ticket)	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	348	// Step 2: caller A snapshots the row with counter=5 in memory.	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	353	// Step 3: an enrichment subtask decrements concurrently.	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	357	// Step 4: caller A persists an unrelated change. The in-memory copy	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	362	// Step 5: the live counter is still 4, not clobbered back to 5.	COMMENT
LOW	internal/application/service/message.go	616	// Step 1: Keyword search (dialect-aware LIKE in the repository)	COMMENT
LOW	internal/application/service/message.go	627	// Step 2: Vector search via chat history knowledge base (if configured)	COMMENT
LOW	internal/application/service/message.go	640	// Step 3: Merge results based on mode	COMMENT
LOW⚡	internal/application/service/message.go	659	// Step 4: Fetch partner messages (Q&A counterparts) to ensure complete pairs	COMMENT
LOW⚡	internal/application/service/message.go	662	// Step 5: Group by request_id to merge Q&A pairs	COMMENT
LOW	internal/application/service/knowledgebase.go	990	// Step 1: Delete the knowledge base record first (mark as deleted)	COMMENT
LOW	internal/application/service/knowledgebase.go	1038	// Step 2: Enqueue async task for heavy cleanup operations	COMMENT
LOW	internal/application/service/knowledgebase.go	1129	// Step 1: Get all knowledge entries in this knowledge base	COMMENT
LOW	internal/application/service/knowledgebase.go	1149	// Step 2: Delete all knowledge entries and their resources	COMMENT
LOW	internal/application/service/knowledge_process.go	3058	// Step 2: Update knowledge status and metadata	COMMENT
LOW	internal/application/service/knowledge_process.go	3070	// Step 3: Trigger async re-parsing based on knowledge type	COMMENT
LOW	internal/application/service/knowledge_process.go	4174	// Step 2: Store images and update markdown references	COMMENT
LOW	internal/application/service/knowledge_process.go	4242	// Step 3: Split into chunks using Go chunker. Line endings and inline	COMMENT
LOW	internal/application/service/knowledge_process.go	4302	// Step 4: Process chunks (vectorize + index + enqueue async tasks)	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	55	// Step 1: Select input	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	58	// Step 2: Initial dedup	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	61	// Step 3: Inject history references	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	76	// Step 4: Resolve parent chunks	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	79	// Step 5: Group by knowledge/chunkType and merge overlapping ranges	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	82	// Step 6: Populate FAQ answers	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	85	// Step 7: Expand short contexts	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	91	// Step 8: Final dedup — catches exact duplicates plus partial content overlaps	COMMENT
LOW	…plication/service/chat_pipeline/extract_entity_test.go	330	const prose = "## Step 1: Entity Extraction\n1. Romeo and Juliet is a play"	CODE
LOW⚡	internal/infrastructure/chunker/splitter.go	294	// Step 1: Find protected spans	COMMENT
LOW⚡	internal/infrastructure/chunker/splitter.go	297	// Step 2: Split non-protected regions by separators, keep protected as atomic units.	COMMENT
LOW⚡	internal/infrastructure/chunker/splitter.go	302	// Step 3: Merge units into chunks with overlap	COMMENT
LOW⚡	internal/event/example_test.go	65	// Step 1: Query received	COMMENT
LOW⚡	internal/event/example_test.go	72	// Step 2: Query rewrite	COMMENT
LOW⚡	internal/event/example_test.go	79	// Step 3: Retrieval	COMMENT
LOW⚡	internal/event/example_test.go	86	// Step 4: Rerank	COMMENT

Empty Error Handlers18 hits · 90 pts

Severity	File	Line	Snippet	Context
HIGH	docreader/preprocess_worker.py	132	except (EOFError, BrokenPipeError):	CODE
HIGH	docreader/tests/test_sandbox_executor.py	89	except ProcessLookupError:	CODE
HIGH	docreader/tests/test_ssrf_proxy.py	105	except Exception:	CODE
HIGH	docreader/tests/preprocess_worker_fixture.py	53	except (EOFError, BrokenPipeError):	CODE
HIGH	docreader/utils/tempfile.py	29	except OSError:	CODE
HIGH	docreader/utils/tempfile.py	33	except OSError:	CODE
HIGH	docreader/utils/ssrf.py	283	except ValueError:	CODE
HIGH	docreader/parser/pdf_parser.py	1597	except FileNotFoundError:	CODE
HIGH	docreader/parser/pdf_parser.py	1573	except OSError:	CODE
HIGH	docreader/parser/pdf_parser.py	1696	except StopIteration:	CODE
HIGH	docreader/parser/docx_parser.py	1139	except OSError:	CODE
HIGH	docreader/parser/pptx_media.py	34	except OSError:	CODE
HIGH	docreader/parser/doc_parser.py	124	except subprocess.TimeoutExpired:	CODE
HIGH	docreader/parser/doc_parser.py	137	except OSError:	CODE
HIGH	docreader/parser/doc_parser.py	115	except OSError:	CODE
HIGH	docreader/parser/doc_parser.py	149	except OSError:	CODE
HIGH	docreader/parser/doc_parser.py	163	except OSError:	CODE
HIGH	internal/application/service/tenant_skill_verify.py	205	except Exception:	CODE

Verbosity Indicators45 hits · 90 pts

Severity	File	Line	Snippet	Context
LOW	…rc/views/knowledge/settings/DataSourceEditorDialog.vue	243	// Step 2: Resources	COMMENT
LOW⚡	config/config.yaml	57	## Step 1: Entity Extraction and Attribute Enrichment	COMMENT
LOW⚡	config/config.yaml	61	## Step 2: Relationship Extraction and Verification	COMMENT
LOW⚡	docreader/splitter/splitter.py	132	# Step 1: Split text by separators recursively	COMMENT
LOW⚡	docreader/splitter/splitter.py	134	# Step 2: Extract protected content positions	COMMENT
LOW⚡	docreader/splitter/splitter.py	136	# Step 3: Merge splits with protected content to ensure integrity	COMMENT
LOW⚡	docreader/splitter/splitter.py	142	# Step 4: Merge splits into final chunks with overlap	COMMENT
LOW⚡	docreader/splitter/splitter.py	145	# Step 5: Validate chunks and test restoration	COMMENT
LOW⚡	internal/datasource/connector/feishu/core/client.go	691	// Step 1: create export task	COMMENT
LOW⚡	internal/datasource/connector/feishu/core/client.go	697	// Step 2: retain the same ticket while waiting on shared API limits. A wall	COMMENT
LOW	internal/datasource/connector/feishu/core/client.go	722	// Step 3: download file using file_token (NOT ticket)	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	348	// Step 2: caller A snapshots the row with counter=5 in memory.	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	353	// Step 3: an enrichment subtask decrements concurrently.	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	357	// Step 4: caller A persists an unrelated change. The in-memory copy	COMMENT
LOW⚡	…rnal/application/repository/knowledge_finalize_test.go	362	// Step 5: the live counter is still 4, not clobbered back to 5.	COMMENT
LOW	internal/application/service/message.go	616	// Step 1: Keyword search (dialect-aware LIKE in the repository)	COMMENT
LOW	internal/application/service/message.go	627	// Step 2: Vector search via chat history knowledge base (if configured)	COMMENT
LOW	internal/application/service/message.go	640	// Step 3: Merge results based on mode	COMMENT
LOW⚡	internal/application/service/message.go	659	// Step 4: Fetch partner messages (Q&A counterparts) to ensure complete pairs	COMMENT
LOW⚡	internal/application/service/message.go	662	// Step 5: Group by request_id to merge Q&A pairs	COMMENT
LOW	internal/application/service/knowledgebase.go	990	// Step 1: Delete the knowledge base record first (mark as deleted)	COMMENT
LOW	internal/application/service/knowledgebase.go	1038	// Step 2: Enqueue async task for heavy cleanup operations	COMMENT
LOW	internal/application/service/knowledgebase.go	1129	// Step 1: Get all knowledge entries in this knowledge base	COMMENT
LOW	internal/application/service/knowledgebase.go	1149	// Step 2: Delete all knowledge entries and their resources	COMMENT
LOW	internal/application/service/knowledge_process.go	3058	// Step 2: Update knowledge status and metadata	COMMENT
LOW	internal/application/service/knowledge_process.go	3070	// Step 3: Trigger async re-parsing based on knowledge type	COMMENT
LOW	internal/application/service/knowledge_process.go	4174	// Step 2: Store images and update markdown references	COMMENT
LOW	internal/application/service/knowledge_process.go	4242	// Step 3: Split into chunks using Go chunker. Line endings and inline	COMMENT
LOW	internal/application/service/knowledge_process.go	4302	// Step 4: Process chunks (vectorize + index + enqueue async tasks)	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	55	// Step 1: Select input	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	58	// Step 2: Initial dedup	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	61	// Step 3: Inject history references	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	76	// Step 4: Resolve parent chunks	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	79	// Step 5: Group by knowledge/chunkType and merge overlapping ranges	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	82	// Step 6: Populate FAQ answers	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	85	// Step 7: Expand short contexts	COMMENT
LOW⚡	internal/application/service/chat_pipeline/merge.go	91	// Step 8: Final dedup — catches exact duplicates plus partial content overlaps	COMMENT
LOW	…plication/service/chat_pipeline/extract_entity_test.go	330	const prose = "## Step 1: Entity Extraction\n1. Romeo and Juliet is a play"	CODE
LOW⚡	internal/infrastructure/chunker/splitter.go	294	// Step 1: Find protected spans	COMMENT
LOW⚡	internal/infrastructure/chunker/splitter.go	297	// Step 2: Split non-protected regions by separators, keep protected as atomic units.	COMMENT
LOW⚡	internal/infrastructure/chunker/splitter.go	302	// Step 3: Merge units into chunks with overlap	COMMENT
LOW⚡	internal/event/example_test.go	65	// Step 1: Query received	COMMENT
LOW⚡	internal/event/example_test.go	72	// Step 2: Query rewrite	COMMENT
LOW⚡	internal/event/example_test.go	79	// Step 3: Retrieval	COMMENT
LOW⚡	internal/event/example_test.go	86	// Step 4: Rerank	COMMENT

Excessive Try-Catch Wrapping94 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	rerank_server_demo.py	52	except Exception as e:	CODE
LOW	docreader/config.py	29	except Exception:	CODE
LOW	docreader/preprocess.py	253	except Exception:	CODE
LOW	docreader/preprocess_worker.py	109	except Exception:	CODE
LOW	docreader/main.py	95	except Exception:	CODE
LOW	docreader/main.py	143	except Exception:	CODE
LOW	docreader/main.py	265	except Exception as e:	CODE
LOW	docreader/main.py	316	except Exception as e:	CODE
LOW	docreader/main.py	363	except Exception:	CODE
LOW	docreader/tests/test_ssrf_proxy.py	105	except Exception:	CODE
LOW	docreader/splitter/splitter.py	487	except Exception as e:	CODE
LOW	docreader/splitter/splitter.py	526	except Exception as e:	CODE
MEDIUM	docreader/parser/pdf_parser.py	1437	def _page_geometry(page):	CODE
LOW⚡	docreader/parser/pdf_parser.py	719	except Exception:	CODE
LOW⚡	docreader/parser/pdf_parser.py	725	except Exception:	CODE
LOW⚡	docreader/parser/pdf_parser.py	730	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	223	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	703	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	764	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	781	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	809	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	826	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1360	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1430	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1440	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1563	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1588	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1710	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1870	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1920	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	1927	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	2106	except Exception as e:	CODE
LOW	docreader/parser/pdf_parser.py	2222	except Exception:	CODE
LOW	docreader/parser/pdf_parser.py	2254	except Exception:	CODE
LOW	docreader/parser/image_preprocess.py	375	except Exception as e:	CODE
LOW	docreader/parser/opendataloader_parser.py	101	except Exception as e:	CODE
LOW	docreader/parser/html_parser.py	55	except Exception as exc: # never fail a parse the full conversion can serve	CODE
LOW	docreader/parser/markitdown_parser.py	89	except Exception as exc:	CODE
LOW	docreader/parser/markitdown_parser.py	117	except Exception as exc:	CODE
LOW	docreader/parser/markitdown_parser.py	151	except Exception:	CODE
LOW	docreader/parser/registry.py	131	except Exception as e:	CODE
LOW⚡	docreader/parser/docx_parser.py	469	except Exception as e:	CODE
LOW⚡	docreader/parser/docx_parser.py	472	except Exception as e:	CODE
LOW⚡	docreader/parser/docx_parser.py	1639	except Exception as e:	CODE
LOW⚡	docreader/parser/docx_parser.py	1647	except Exception as e:	CODE
LOW⚡	docreader/parser/docx_parser.py	1653	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	263	except Exception as exc:	CODE
LOW	docreader/parser/docx_parser.py	307	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	337	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	416	except Exception as backup_error:	CODE
LOW	docreader/parser/docx_parser.py	692	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	714	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	979	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1064	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1142	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1160	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1250	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1287	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1408	except Exception as e:	CODE
LOW	docreader/parser/docx_parser.py	1441	except Exception as e:	CODE
34 more matches not shown…

Modern AI Meta-Vocabulary22 hits · 71 pts

Severity	File	Line	Snippet	Context
MEDIUM	CHANGELOG.md	146	- NEW: Model catalog — model integration is rebuilt on protocol, vendor and catalog layers (#3470, #3589): 27 bu	CODE
MEDIUM	frontend/src/utils/wikiToolReferences.test.ts	50	<content># RAG\n\nFull Markdown body.</content>	CODE
MEDIUM	frontend/src/utils/wikiToolReferences.test.ts	58	assert.equal(refs[0]?.content, '# RAG\n\nFull Markdown body.')	CODE
MEDIUM⚡	config/agent_type_presets.yaml	32	# RAG Q&A — classic evidence-based retrieval over chunk indexes.	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	102	# Hybrid RAG + Wiki — single agent that orchestrates both indexes.	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	102	# Hybrid RAG + Wiki — single agent that orchestrates both indexes.	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	138	# - KB has wiki + chunks → full "wiki-first, RAG-verify" workflow	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	139	# - KB has only chunks → fallback to pure RAG (see prompt's "Fallback rules")	COMMENT
MEDIUM⚡	config/agent_type_presets.yaml	186	# ChunkTypeTableColumn chunks, which are produced by the normal RAG	COMMENT
MEDIUM	config/prompt_templates/intent_prompts.yaml	2	# Used to override the default RAG system prompt when the query intent	COMMENT
MEDIUM⚡	docreader/tests/test_html_parser.py	126	self.assertIn("# 深入理解 RAG 的召回策略", content)	CODE
MEDIUM	internal/event/SUMMARY.md	61	│ └── main.go # 完整的 RAG 流程演示	CODE
MEDIUM	internal/mcpserver/tools_ask.go	30	// agentic MCP calls without changing unrelated chat endpoints.	COMMENT
MEDIUM	cli/README.md	99	# 9. Inspect a document's chunks for RAG retrieval debug	COMMENT
MEDIUM	cli/cmd/mcp/mcp.go	4	// the JSON-RPC 2.0 wire protocol agentic IDEs use to call external tools.	COMMENT
MEDIUM	cli/cmd/model/create.go	132	// Mode-specific guardrails: a remote model needs a provider to route	COMMENT
MEDIUM	cli/skills/weknora-rag-search/SKILL.md	8	# WeKnora — retrieval & RAG queries	COMMENT
MEDIUM	cli/skills/weknora-rag-search/references/chat.md	1	# `chat` and `session ask` — RAG answers and raw streams	COMMENT
MEDIUM	website-docs/02-architecture/04-rag-pipeline.md	1	# 检索问答全流程（RAG Pipeline）	COMMENT
MEDIUM	website-docs/02-architecture/04-rag-pipeline.md	300	## 完整 RAG 流程图 {#_4-完整-rag-流程图}	COMMENT
MEDIUM	website-docs/03-features/07-agent.md	617	### Agent 模式与普通 RAG 问答模式 {#_9-agent-模式与普通-rag-问答模式}	COMMENT
MEDIUM	website-docs/05-clients/02-cli.md	343	### chat — 流式 RAG 问答（`cli/cmd/chat/chat.go`）	COMMENT

Fake / Example Data70 hits · 69 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/utils/pageSnapshot.ts	129	return collapse(control.getAttribute('placeholder') \|\| control.getAttribute('title') \|\| control.getAttribute('name'))	CODE
LOW	frontend/src/utils/pageSnapshot.ts	145	isSecretLabel(label, control.getAttribute('name'), control.id, control.getAttribute('placeholder'))	CODE
LOW	frontend/src/utils/pageSnapshot.ts	320	? field.box.querySelector('input')?.getAttribute('placeholder')	CODE
LOW	frontend/src/utils/pageSnapshot.ts	321	: field.control.getAttribute('placeholder'))	CODE
LOW	frontend/src/components/UserMenu.vue	289	email: authStore.user?.email \|\| 'user@example.com',	CODE
LOW	frontend/src/i18n/embed.ts	549	"placeholder": "直接向模型提问",	CODE
LOW	frontend/src/i18n/embed.ts	1147	"placeholder": "直接向模型提問",	CODE
LOW	frontend/src/i18n/embed.ts	1745	"placeholder": "モデルに直接質問",	CODE
LOW	frontend/src/i18n/embed.ts	2343	"placeholder": "Ask questions directly to the model",	CODE
LOW	frontend/src/views/system/ModelCatalogFieldControl.vue	2	<t-input v-if="kind === 'text'" :model-value="modelValue" :placeholder="placeholder" class="field-control--text"	CODE
LOW	frontend/src/views/system/ModelCatalogFieldControl.vue	5	:placeholder="placeholder" class="field-control--number" @update:model-value="emit('update:modelValue', $event)" />	CODE
LOW	internal/handler/system_password_reset_test.go	87	ID: "admin-user", Username: "admin", Email: "admin@example.com",	CODE
LOW	internal/handler/system_password_reset_test.go	92	"email": "admin@example.com", "new_password": "FreshPass9",	CODE
LOW	internal/middleware/auth_role_test.go	246	svc.seedActive("placeholder", 8, types.TenantRoleAdmin)	CODE
LOW	internal/datasource/connector/feishu/core/board_test.go	31	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	internal/datasource/connector/feishu/core/board_test.go	147	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	internal/datasource/connector/feishu/core/board_test.go	203	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	internal/datasource/connector/feishu/core/board_test.go	393	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	…/datasource/connector/feishu/core/client_retry_test.go	24	TenantAccessToken: "fake-token",	CODE
LOW	…/datasource/connector/feishu/core/client_retry_test.go	220	_, _ = io.WriteString(w, `{"code":0,"tenant_access_token":"fake-token","expire":7200,"pad":"`)	CODE
LOW	…asource/connector/feishu/wiki/connector_golden_test.go	67	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	…asource/connector/feishu/wiki/connector_stream_test.go	23	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	…asource/connector/feishu/wiki/connector_stream_test.go	373	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	43	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	157	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	1270	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	1353	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	1476	TenantAccessToken: "fake-token",	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	1627	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	…nal/datasource/connector/feishu/wiki/connector_test.go	1700	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	…ce/connector/feishu/wiki/connector_convergence_test.go	45	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	internal/datasource/connector/feishu/wiki/paths_test.go	39	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	…asource/connector/feishu/drive/connector_paths_test.go	48	TenantAccessToken: "fake-token", Expire: 7200,	CODE
LOW	…l/datasource/connector/feishu/drive/pagination_test.go	100	TenantAccessToken: "fake-token",	CODE
LOW	…datasource/connector/feishu/drive/drive_blocks_test.go	41	writeJSON(w, core.TokenResponse{ApiResponse: core.ApiResponse{Code: 0}, TenantAccessToken: "fake-token", Expire: 7200}	CODE
LOW	internal/datasource/connector/confluence/types_test.go	35	"username": "user@example.com",	CODE
LOW	internal/datasource/connector/confluence/types_test.go	47	"edition": "cloud", "base_url": "https://team.atlassian.net/wiki", "username": "user@example.com",	CODE
LOW	internal/datasource/connector/confluence/types_test.go	50	if err != nil \|\| !cfg.cloud() \|\| cfg.username != "user@example.com" \|\| cfg.secret != "token" {	CODE
LOW	internal/datasource/connector/confluence/types_test.go	65	"username": "user@example.com", "api_token": "token",	CODE
LOW	internal/agent/prompts_wiki.go	148	"name": "Acme Corp",	CODE
LOW	internal/agent/prompts_wiki.go	233	"name": "Acme Corp",	CODE
LOW	internal/agent/prompts_wiki.go	497	- "Acme Corp" → "Acme Corporation" (same company, abbreviation)	CODE
LOW	internal/agent/tools/sandbox_edit_test.go	278	mustEditSandboxArgs(path, "placeholder", "这不是一个\"大干快上\"的夜晚", false),	CODE
LOW	internal/application/repository/wiki_page_test.go	907	partial.Title = "Acme Corp"	CODE
LOW	internal/application/repository/wiki_page_test.go	958	assert.Greater(t, wikiTrigramJaccard(wikiTitleTrigrams("Acme Corporation"), wikiTitleTrigrams("Acme Corp")), 0.0)	CODE
LOW	internal/application/service/wiki_ingest_dedup_test.go	221	// filter keeps legitimate merge candidates like "Acme Corp" ↔ "Acme Corporation".	COMMENT
LOW	internal/application/service/wiki_ingest_dedup_test.go	225	nameGramSets: gramsPerSurface([]string{"Acme Corp"}),	CODE
LOW	…nal/application/service/user_token_persistence_test.go	45	user := persistedTestUser(t, 0, "user@example.com", "Secure9!")	CODE
LOW	…nal/application/service/user_token_persistence_test.go	62	user := persistedTestUser(t, 1, "user@example.com", "Secure9!")	CODE
LOW	…nal/application/service/user_token_persistence_test.go	92	user := persistedTestUser(t, 1, "user@example.com", "Secure9!")	CODE
LOW	internal/application/service/wiki_ingest_dedup.go	42	// is excluded while "Acme Corp" vs "Acme Corporation" (Jaccard ≈ 0.5)	COMMENT
LOW	internal/application/service/wiki_ingest_dedup.go	208	// model formatting drift such as "Acme Corp" vs "acme corp".	COMMENT
LOW	internal/application/service/user_oidc_verify_test.go	82	"email": "user@example.com",	CODE
LOW	internal/application/service/user_oidc_verify_test.go	109	if got, _ := claims["email"].(string); got != "user@example.com" {	CODE
LOW	internal/application/service/user_oidc_verify_test.go	135	forgedPayload["email"] = "admin@example.com"	CODE
LOW	internal/application/service/user_oidc_verify_test.go	332	"email": "admin@example.com",	CODE
LOW	internal/application/service/user_oidc_verify_test.go	402	if info.Email != "user@example.com" {	CODE
LOW	internal/application/service/wiki_page_revision_test.go	115	edit.Title = "Acme Corp"	CODE
LOW	internal/application/service/wiki_ingest_test.go	46	{"Acme Corp", "acme-corp"},	CODE
LOW	…ternal/infrastructure/chunker/heading_splitter_test.go	13	body := strings.Repeat("Lorem ipsum dolor sit amet consectetur adipiscing elit. ", 4)	CODE
10 more matches not shown…

Deep Nesting80 hits · 65 pts

Severity	File	Line	Context
LOW	rerank_server_demo.py	67	CODE
LOW	docreader/preprocess_worker.py	34	CODE
LOW	docreader/main.py	271	CODE
LOW	docreader/tests/test_source_locator_pdf.py	53	CODE
LOW	docreader/tests/test_web_parser.py	100	CODE
LOW	docreader/tests/test_epub_external_images.py	50	CODE
LOW	docreader/tests/test_xlsx_percent_format.py	114	CODE
LOW	docreader/tests/test_pdf_router.py	115	CODE
LOW	docreader/tests/test_pdf_router.py	163	CODE
LOW	docreader/tests/test_epub_parser.py	170	CODE
LOW	docreader/tests/test_epub_parser.py	357	CODE
LOW	docreader/tests/test_excel_parser.py	21	CODE
LOW	docreader/tests/test_excel_parser.py	223	CODE
LOW	docreader/tests/test_request_memory.py	37	CODE
LOW	docreader/tests/test_docreader_memory.py	117	CODE
LOW	docreader/tests/test_ssrf_proxy.py	60	CODE
LOW	docreader/tests/test_ssrf_proxy.py	68	CODE
LOW	docreader/tests/preprocess_worker_fixture.py	15	CODE
LOW	docreader/tests/test_image_preprocess.py	263	CODE
LOW	docreader/tests/test_pdf_embedded_images.py	328	CODE
LOW	docreader/tests/test_pdf_embedded_images.py	353	CODE
LOW	docreader/tests/test_docreader_stream.py	40	CODE
LOW	docreader/splitter/splitter.py	187	CODE
LOW	docreader/splitter/splitter.py	424	CODE
LOW	docreader/splitter/header_hook.py	143	CODE
LOW	docreader/utils/ssrf_proxy.py	90	CODE
LOW	docreader/utils/request.py	87	CODE
LOW	docreader/utils/ssrf.py	163	CODE
LOW	docreader/utils/endecode.py	23	CODE
LOW	docreader/utils/endecode.py	138	CODE
LOW	docreader/parser/excel_convert.py	49	CODE
LOW	docreader/parser/pdf_parser.py	344	CODE
LOW	docreader/parser/pdf_parser.py	638	CODE
LOW	docreader/parser/pdf_parser.py	1648	CODE
LOW	docreader/parser/pdf_parser.py	1894	CODE
LOW	docreader/parser/pdf_parser.py	2300	CODE
LOW	docreader/parser/opendataloader_parser.py	75	CODE
LOW	docreader/parser/ppt_convert.py	37	CODE
LOW	docreader/parser/markdown_parser.py	176	CODE
LOW	docreader/parser/docx_merge.py	24	CODE
LOW	docreader/parser/docx_merge.py	98	CODE
LOW	docreader/parser/markitdown_parser.py	40	CODE
LOW	docreader/parser/xlsx_merge.py	168	CODE
LOW	docreader/parser/excel_parser.py	87	CODE
LOW	docreader/parser/docx_parser.py	99	CODE
LOW	docreader/parser/docx_parser.py	118	CODE
LOW	docreader/parser/docx_parser.py	1292	CODE
LOW	docreader/parser/docx_parser.py	1447	CODE
LOW	docreader/parser/docx_parser.py	1547	CODE
LOW	docreader/parser/docx_parser.py	103	CODE
LOW	docreader/parser/docx_parser.py	232	CODE
LOW	docreader/parser/docx_parser.py	342	CODE
LOW	docreader/parser/docx_parser.py	936	CODE
LOW	docreader/parser/docx_parser.py	995	CODE
LOW	docreader/parser/docx_parser.py	1114	CODE
LOW	docreader/parser/docx_parser.py	1163	CODE
LOW	docreader/parser/xmind_parser.py	34	CODE
LOW	docreader/parser/xmind_parser.py	142	CODE
LOW	docreader/parser/epub_parser.py	69	CODE
LOW	docreader/parser/doc_parser.py	141	CODE
20 more matches not shown…

Magic Placeholder Names10 hits · 50 pts

Severity	File	Line	Snippet	Context
HIGH	…tend/src/views/integrations/ApiIntegrationSettings.vue	1085	const apiKeyHeader = ` -H "X-API-Key: ${apiKey.value ? '<API_KEY>' : '<YOUR_API_KEY>'}"`	CODE
HIGH	…tend/src/views/integrations/ApiIntegrationSettings.vue	1085	const apiKeyHeader = ` -H "X-API-Key: ${apiKey.value ? '<API_KEY>' : '<YOUR_API_KEY>'}"`	CODE
HIGH	frontend/src/views/integrations/ClawSkillLanding.vue	134	return `export WEKNORA_BASE_URL="${base}"\nexport WEKNORA_API_KEY="sk-your-api-key"`	CODE
HIGH	frontend/src/views/integrations/mcpServerIntegration.ts	6	export const MCP_TOKEN_PLACEHOLDER = '<YOUR_TOKEN>'	CODE
HIGH	mcp-server/PROJECT_SUMMARY.md	134	export WEKNORA_API_KEY="your_api_key"	CODE
HIGH	mcp-server/EXAMPLES.md	421	"WEKNORA_API_KEY": "your_api_key"	CODE
HIGH	mcp-server/INSTALL.md	188	Environment=WEKNORA_API_KEY=your_api_key	CODE
HIGH	website-docs/05-clients/03-go-sdk.md	499	client.WithAPIKey("your-api-key"),	CODE
HIGH	website-docs/05-clients/03-go-sdk.md	551	client.WithAPIKey("your-api-key"))	CODE
HIGH	website-docs/05-clients/03-go-sdk.md	610	client.WithAPIKey("your-api-key"))	CODE

AI Slop Vocabulary14 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	cmd/desktop/main.go	45	// and instead uses robust DOM-traversal via el.closest() plus a Y-position	COMMENT
MEDIUM	frontend/package-lock.json	4763	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	frontend/src/components/css/chat-timeline-loading.less	4	// One full gradient width (background-size is 200%) so the loop is seamless.	COMMENT
MEDIUM	docreader/parser/image_preprocess.py	249	"""Outer SUPPORTING line for one side: robust slope + outward shift.	STRING
MEDIUM	internal/searchutil/normalize.go	11	// NormalizeKeywordScores normalizes keyword match scores in-place using robust percentile bounds.	COMMENT
MEDIUM	…ion/repository/retriever/opensearch/repository_test.go	247	// parseMajorMinor — robust semver parsing	COMMENT
MEDIUM	cli/cmd/doctor/doctor.go	288	// but type-assertion is structurally more robust to scheme renames.	COMMENT
MEDIUM	cli/acceptance/e2e/e2e_test.go	48	// the most robust path for CI and local e2e alike.	COMMENT
MEDIUM⚡	.github/workflows/dsh-plugin.yml	9	# tool calls through the harness agent loop against a mock backend	COMMENT
MEDIUM⚡	.github/workflows/dsh-plugin.yml	12	# The e2e job pins the harness version so a plugin change is the only thing that	COMMENT
MEDIUM⚡	.github/workflows/dsh-plugin.yml	14	# is allowed to fail: it exists to notice a harness breaking change early, since	COMMENT
MEDIUM	.github/workflows/dsh-plugin.yml	30	# Monday 03:00 UTC: catch a harness release that breaks the plugin.	COMMENT
MEDIUM	.github/workflows/dsh-plugin.yml	42	# The harness release this plugin is verified against. Bump it together with	COMMENT
MEDIUM	website-docs/package-lock.json	3764	"resolved": "https://mirrors.tencent.com/npm/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

Modern Structural Boilerplate41 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	docreader/auth.py	27	logger = logging.getLogger(__name__)	CODE
LOW	docreader/config.py	6	logger = logging.getLogger(__name__)	CODE
LOW	docreader/preprocess.py	23	logger = logging.getLogger(__name__)	CODE
LOW	docreader/preprocess_worker.py	12	logger = logging.getLogger(__name__)	CODE
LOW	docreader/main.py	57	logger = logging.getLogger(__name__)	CODE
LOW	docreader/splitter/splitter.py	32	logger = logging.getLogger(__name__)	CODE
LOW	docreader/utils/tempfile.py	5	logger = logging.getLogger(__name__)	CODE
LOW	docreader/utils/request.py	10	logger = logging.getLogger(__name__)	CODE
LOW	docreader/utils/request.py	17	def set_request_id(request_id: str) -> None:	CODE
LOW	docreader/utils/endecode.py	20	logger = logging.getLogger(__name__)	CODE
LOW	docreader/models/document.py	88	def set_content(self, content: str) -> None:	CODE
LOW	docreader/parser/excel_convert.py	13	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/pdf_parser.py	36	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/image_preprocess.py	40	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/opendataloader_parser.py	30	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/ppt_convert.py	13	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/markdown_parser.py	27	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/html_parser.py	16	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/docx_merge.py	12	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/markitdown_parser.py	24	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/docx2_parser.py	7	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/xlsx_merge.py	11	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/excel_parser.py	30	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/registry.py	21	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/docx_parser.py	52	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/concurrency.py	6	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/__init__.py	28	__all__ = [	CODE
LOW	docreader/parser/base_parser.py	9	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/parser.py	9	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/xlsx_repair.py	12	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/image_parser.py	8	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/pptx_media.py	17	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/epub_parser.py	23	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/chain_parser.py	16	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/doc_parser.py	17	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/doc_parser.py	167	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/web_parser.py	20	logger = logging.getLogger(__name__)	CODE
LOW	docreader/parser/mhtml_parser.py	22	logger = logging.getLogger(__name__)	CODE
LOW	mcp-server/__init__.py	14	__all__ = ["WeKnoraClient", "run"]	CODE
LOW	mcp-server/upload_paths.py	11	def set_active_transport(transport: str) -> None:	CODE
LOW	mcp-server/weknora_mcp_server.py	28	logger = logging.getLogger(__name__)	CODE

Unused Imports38 hits · 38 pts

Severity	File	Line	Context
LOW	rerank_server_demo.py	5	CODE
LOW	docreader/tests/test_pdf_router.py	11	CODE
LOW	docreader/utils/ssrf_proxy.py	7	CODE
LOW	docreader/utils/ssrf.py	7	CODE
LOW	docreader/parser/excel_convert.py	3	CODE
LOW	docreader/parser/opendataloader_parser.py	11	CODE
LOW	docreader/parser/ppt_convert.py	3	CODE
LOW	docreader/parser/markdown_parser.py	16	CODE
LOW	docreader/parser/docx_merge.py	3	CODE
LOW	docreader/parser/xlsx_merge.py	3	CODE
LOW	docreader/parser/source_locator.py	11	CODE
LOW	docreader/parser/__init__.py	16	CODE
LOW	docreader/parser/__init__.py	17	CODE
LOW	docreader/parser/__init__.py	18	CODE
LOW	docreader/parser/__init__.py	19	CODE
LOW	docreader/parser/__init__.py	20	CODE
LOW	docreader/parser/__init__.py	21	CODE
LOW	docreader/parser/__init__.py	22	CODE
LOW	docreader/parser/__init__.py	23	CODE
LOW	docreader/parser/__init__.py	24	CODE
LOW	docreader/parser/__init__.py	24	CODE
LOW	docreader/parser/__init__.py	25	CODE
LOW	docreader/parser/xlsx_repair.py	3	CODE
LOW	docreader/parser/pptx_media.py	3	CODE
LOW	docreader/parser/doc_parser.py	6	CODE
LOW	mcp-server/test_module.py	34	CODE
LOW	mcp-server/test_module.py	35	CODE
LOW	mcp-server/__init__.py	12	CODE
LOW	mcp-server/__init__.py	12	CODE
LOW	mcp-server/upload_paths.py	3	CODE
LOW	mcp-server/main.py	34	CODE
LOW	mcp-server/main.py	35	CODE
LOW	mcp-server/check_imports.py	17	CODE
LOW	mcp-server/check_imports.py	24	CODE
LOW	mcp-server/check_imports.py	31	CODE
LOW	docs/images/readme/src/generate.py	13	CODE
LOW	examples/mcp-demo/server.py	18	CODE
LOW	examples/mcp-demo/test_tools.py	4	CODE

Hallucination Indicators3 hits · 35 pts

Severity	File	Line	Snippet	Context
CRITICAL	frontend/src/views/agent/AgentEditorModal.vue	3030	formData.value.config.question_suggestions.starters.items.splice(index, 1);	CODE
CRITICAL	…src/views/knowledge/components/UploadConfirmDialog.vue	809	uiState.value.imageActions.ocr.on.map((cond) =>	CODE
CRITICAL⚡	dataset/tests/test_qa_dataset_model.py	144	self.client.chat.completions.create.assert_not_called()	CODE

Synthetic Comment Markers4 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	…ntend/src/views/knowledge/KnowledgeBaseEditorModal.vue	746	// AI-generated knowledge-base description (edit mode only). Kept outside	COMMENT
HIGH	internal/middleware/access_test.go	24	// EnableCrossTenantAccess flag set as requested. EnableRBAC is left at	COMMENT
HIGH	internal/types/interfaces/wiki_page.go	393	// that do not have AI-generated document questions or recommended FAQ entries.	COMMENT
HIGH	internal/application/repository/wiki_page.go	1311	// the KB has no FAQ entries or AI-generated document questions (typical for	COMMENT

Self-Referential Comments8 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	docreader/parser/excel_parser.py	142	# Create a chunk for this row with position tracking	COMMENT
MEDIUM	docreader/parser/docx_parser.py	505	# Create an estimated page mapping	COMMENT
MEDIUM	docreader/parser/docx_parser.py	1096	# Create the final text with proper ordering	COMMENT
MEDIUM	docreader/parser/docx_parser.py	1234	# Create a new image	COMMENT
MEDIUM	docreader/parser/docx_parser.py	1276	# Create a temporary file	COMMENT
MEDIUM	docreader/parser/chain_parser.py	29	# Create a custom FirstParser with specific parser classes	STRING
MEDIUM	docreader/parser/chain_parser.py	103	# Create a custom PipelineParser with specific parser classes	STRING
MEDIUM	docreader/parser/doc_parser.py	273	# Create a temporary directory to store the converted file	COMMENT

Docstring Block Structure3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	docreader/utils/endecode.py	24	Convert image to base64 encoded string. This function handles multiple image input formats and converts them to	STRING
HIGH	docreader/utils/endecode.py	79	Decode a base64 encoded image string back to bytes. This function converts a base64 encoded string representation o	STRING
HIGH	docreader/parser/web_parser.py	246	Parse web page content into a Document object. Args: content: URL encoded as bytes Returns	STRING

Redundant / Tautological Comments9 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	docreader/splitter/splitter.py	250	# Check if adding this split would exceed chunk size	COMMENT
LOW	docreader/parser/docx_parser.py	324	# Check if the generated text is empty	COMMENT
LOW	docreader/parser/docx_parser.py	787	# Check if the document contains images to optimize processing speed	COMMENT
LOW	docreader/parser/docx_parser.py	1011	# Check if there are images	COMMENT
LOW	docreader/parser/docx_parser.py	1077	if line_data.content_sequence: # Check if we have processed_content	CODE
LOW	docreader/parser/doc_parser.py	220	# Check if antiword is installed	COMMENT
LOW	docreader/parser/doc_parser.py	258	# Check if LibreOffice or OpenOffice is installed	COMMENT
LOW	docreader/parser/doc_parser.py	354	# Check if path is set in environment variable	COMMENT
LOW	scripts/migrate.sh	26	# Check if migrate tool is installed	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/prompt_templates/fallback.yaml	84	content: "Sorry, I'm unable to answer this question at the moment. Please try rephrasing your question, or contact c	CODE

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	docreader/auth.py	129		CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/build-anydoc-lib.sh	8	# Usage:	COMMENT

Tencent/WeKnora

Open-Source Code Quality, Security and Technical Debt Review