2.6

Adjusted Signal

2.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.4K

Stars

TypeScript

Language

1.3M

Lines of Code

4.0K

Files

2.5K

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 7.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1758 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.5/100 · LOW

Are imports declared and package/API names verified? 679 finding(s).

Agent Over-Engineering Ratio 7.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1690 finding(s).

PR Review Velocity Impact 12.0/100 · LOW

Which changes need focused human review? 2538 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 45HIGH 31MEDIUM 46LOW 2416

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 2538 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers1589 hits · 1619 pts

Severity	File	Line	Snippet	Context
LOW	test/setup.ts	10	function getDefaultDeepchatInvokeResult(	CODE
LOW	test/setup.ts	88	function installRendererTestGlobals(): void {	CODE
LOW	test/renderer/components/ChatPage.test.ts	690	async function expectSessionRestoreTransactionStopsAfter(	CODE
LOW	test/main/evals/nativeAgent/harness.ts	459	export async function runNativeAgentEvalScenario(	CODE
LOW	test/main/evals/nativeAgent/harness.ts	608	export function aggregateNativeAgentEvalReports(	CODE
LOW	test/main/app/databaseInitializer.test.ts	31	async function createInitializerWithMocks(input: {	CODE
LOW	…/app/startupMigrations/legacyChatImportService.test.ts	20	function createMockSqlitePresenter() {	CODE
LOW	test/main/memory/vectorStoreManager.test.ts	59	async function flushPromiseContinuations(): Promise<void> {	CODE
LOW	test/main/memory/serviceHarness.ts	13	export function createMemoryDiagnosticsProbe() {	CODE
LOW	test/main/memory/memoryVectorStoreV2Native.test.ts	126	function createLegacyHoldStatements(paths: MemoryVectorStorePaths): string[] {	CODE
LOW	test/main/memory/support/memoryServiceTestAdapter.ts	20	function createEmptyDirectiveRepository(): MemoryDirectiveRepositoryPort {	CODE
LOW	test/main/memory/support/memoryFakes.ts	2412	export function createFakeRepositoryHarness(): FakeRepositoryHarness {	CODE
LOW	test/main/skill/sync/skillSyncService.test.ts	116	function getPublishedEventPayloads(eventName: string) {	CODE
LOW	test/main/config/migration.test.ts	181	function createProviderSettingsTable(): ProviderSettingsTable {	CODE
LOW	test/main/provider/aiSdkMessageMapper.test.ts	6	function convertToOpenAICompatibleChatMessagesForTest(messages: any[]) {	CODE
LOW	test/main/desktop/shortcut.test.ts	62	function findMenuItemByAccelerator(items: any[], accelerator: string): any \| undefined {	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	152	function makeRuntimeSkillResolution(content = '# Effective Skill body') {	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	173	function makeRuntimeSkillToolResult(	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	218	function makeAgentImageGenerationTool(): MCPToolDefinition {	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	229	function createDispatchToolSurfaceBinding(	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	291	function createDispatchProgrammaticToolSurfaceBinding(): {	CODE
LOW	test/main/agent/deepchat/runtime/dispatch.test.ts	364	function createProgrammaticParentStub(	CODE
LOW	test/main/agent/deepchat/runtime/process.test.ts	99	function makeRuntimeSkillResolution(content = '# Effective Skill body') {	CODE
LOW	test/main/agent/deepchat/runtime/process.test.ts	216	function createProcessToolSurfaceHarness(hiddenNames: readonly string[] = ['hidden']) {	CODE
LOW	test/main/agent/deepchat/runtime/process.test.ts	291	function createPostCallPermissionToolService(): ToolServicePort {	CODE
LOW	test/main/agent/deepchat/runtime/process.test.ts	463	function createToolThenCompleteStream(toolName: string): ProcessParams['coreStream'] {	CODE
LOW	test/main/agent/deepchat/runtime/process.test.ts	489	function createToolSearchProcessHarness(	CODE
LOW	…in/agent/deepchat/runtime/deferredToolExecutor.test.ts	224	function createProgrammaticResumeHarness(input: {	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	152	function makeAssistantErrorWithToolRecord(	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	186	function makeAssistantWithReasoningRecord(orderSeq: number, text: string, reasoning: string) {	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	204	function makeAssistantWithToolRecord(	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	237	function makeAssistantWithRootSkillViewRecord(orderSeq: number, skillName: string) {	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	273	function makeAssistantWithReasoningAndToolRecord(	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	307	function makeAssistantWithToolProviderOptionsRecord(	CODE
LOW	test/main/agent/deepchat/runtime/contextBuilder.test.ts	2160	function createCacheAwareContributions(input?: {	CODE
LOW	…/main/agent/deepchat/runtime/compactionService.test.ts	90	function makeAssistantWithReasoningAndToolRecord(	CODE
LOW	…/main/agent/deepchat/runtime/compactionService.test.ts	124	function makePendingAssistantRecord(orderSeq: number, text: string, id = `assistant-${orderSeq}`) {	CODE
LOW⚡	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	12154	function getContextOverflowAnchorCalls() {	CODE
LOW⚡	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	12160	function appendSilentContextPressure(providerId = 'openai', modelId = 'gpt-4') {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	223	function createMockSqlitePresenter() {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	970	function createMockProviderRuntime() {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1006	function createMockProviderSettings() {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1121	function createRuntimeDependencies(	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1220	function createDelegatingMemoryRuntimePort(getTarget: () => MemoryRuntimePort): MemoryRuntimePort {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1255	function makeTextWithEstimatedTokens(minTokens: number): string {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1310	function makeRecoveredMessageSkillProjection(	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	1996	function installDeferredExtraction() {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	2006	function installResolvedExtraction() {	CODE
LOW	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	12134	async function collectProviderErrorMessage(	CODE
LOW	…st/main/agent/deepchat/loop/contextCoordinator.test.ts	105	function createProgrammaticToolSurfacePort(definitions: readonly MCPToolDefinition[]): {	CODE
LOW	…st/main/agent/deepchat/loop/contextCoordinator.test.ts	175	function createFullToolSurfacePort(definitions: readonly MCPToolDefinition[]): {	CODE
LOW	test/main/agent/shared/appSessionService.test.ts	6	function createMockSqlitePresenter() {	CODE
LOW	test/main/agent/manager/deepChatAgentBackendFixture.ts	8	export function createDeepChatAgentBackendFixture(	CODE
LOW	test/main/cli/runService.test.ts	97	function createSubagentInteractionMessage(	CODE
LOW	test/main/cli/server.test.ts	63	function createArmedProgrammaticAuthority(input: {	CODE
LOW	test/main/project/projectService.test.ts	43	function createMockSqlitePresenter() {	CODE
LOW	…st/main/orchestration/liveDelegationRepository.test.ts	135	function buildPreviousHeadEvaluation(	CODE
LOW	test/main/tape/skillMaterialization.test.ts	76	function createMaterializationStore() {	CODE
LOW	test/main/tape/layerBoundaries.test.ts	129	function withoutTypeScriptExtension(file: string): string {	CODE
LOW	test/main/tape/layerBoundaries.test.ts	139	function getForbiddenDomainPackageCategory(specifier: string): string \| null {	CODE
1529 more matches not shown…

Fake / Example Data620 hits · 716 pts

Severity	File	Line	Snippet	Context
LOW	test/renderer/components/ProviderApiConfig.test.ts	84	apiKey: 'stored-fake-key',	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	205	expect(wrapper.text()).not.toContain('stored-fake-key')	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	206	expect(wrapper.findComponent(copyButtonStub).props('copyText')).toBe('stored-fake-key')	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	220	await wrapper.get('[data-testid="provider-api-key-input"]').setValue(' replacement-fake-key ')	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	227	apiKey: 'replacement-fake-key',	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	241	apiKey: 'stored-fake-key',	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	250	save.mockRejectedValueOnce(new Error('write failed: stored-fake-key'))	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	301	save.mockRejectedValueOnce(new Error('write failed: replacement-fake-key'))	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	303	await wrapper.get('[data-testid="provider-api-key-input"]').setValue('replacement-fake-key')	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	313	).toBe('replacement-fake-key')	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	326	await wrapper.get('[data-testid="provider-api-key-input"]').setValue('discard-fake-key')	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	375	new Error("Error invoking remote method 'route': Error: 401 invalid secret-fake-key")	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	377	await wrapper.setProps({ provider: createProvider({ apiKey: 'secret-fake-key' }) })	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	381	expect(wrapper.text()).not.toContain('secret-fake-key')	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	385	await wrapper.setProps({ provider: createProvider({ apiKey: 'other-fake-key' }) })	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	400	await wrapper.setProps({ provider: createProvider({ apiKey: 'old-fake-key' }) })	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	401	await wrapper.setProps({ provider: createProvider({ id: 'openai', apiKey: 'new-fake-key' }) })	CODE
LOW⚡	test/renderer/components/ProviderApiConfig.test.ts	402	rejectOld(new Error('401 old-fake-key'))	CODE
LOW	test/renderer/components/ProviderApiConfig.test.ts	413	await wrapper.setProps({ provider: createProvider({ apiKey: 'another-fake-key' }) })	CODE
LOW	test/renderer/components/OpenAICodexOAuth.test.ts	64	accountLabel: 'user@example.com'	CODE
LOW	test/renderer/components/OpenAICodexOAuth.test.ts	156	expect(wrapper.text()).toContain('user@example.com')	CODE
LOW	test/renderer/components/DeepChatAgentsSettings.test.ts	917	.attributes('placeholder')	CODE
LOW	test/renderer/components/DeepChatAgentsSettings.test.ts	1843	.attributes('placeholder')	CODE
LOW	test/renderer/components/DeepChatAgentsSettings.test.ts	1970	input.attributes('placeholder')?.includes('settings.deepchatAgents.namePlaceholder')	CODE
LOW	test/renderer/components/trace/TraceDialog.test.ts	125	props: ['placeholder'],	CODE
LOW	test/main/provider/auth/openaiCodex.test.ts	118	accountLabel: 'user@example.com',	CODE
LOW	test/main/provider/auth/openaiCodex.test.ts	144	accountLabel: 'user@example.com',	CODE
LOW	test/main/provider/auth/xaiGrok.test.ts	150	accountLabel: 'user@example.com',	CODE
LOW	test/main/provider/auth/xaiGrok.test.ts	168	expect(loaded?.accountLabel).toBe('user@example.com')	CODE
LOW	test/main/routes/contracts.test.ts	554	accountLabel: 'user@example.com',	CODE
LOW	test/main/routes/contracts.test.ts	565	accountLabel: 'user@example.com',	CODE
LOW	resources/skills/pptx/SKILL.md	156	- Use `class="placeholder"` for areas where charts/tables will be added (render with gray background for visibility)	CODE
LOW	resources/skills/pptx/html2pptx.md	34	- `class="placeholder"` - Reserved space for charts (returns `{ id, x, y, w, h }`)	CODE
LOW	resources/skills/pptx/html2pptx.md	172	<div id="chart" class="placeholder" style="width: 350pt; height: 200pt;"></div>	CODE
LOW	resources/skills/pptx/scripts/html2pptx.js	16	* - Extracts placeholder elements (class="placeholder") with positions	COMMENT
LOW	resources/skills/pptx/scripts/html2pptx.js	558	if (el.className && el.className.includes('placeholder')) {	CODE
LOW	…rces/skills/mcp-builder/reference/python_mcp_server.md	306	"name": str, # Full name (e.g., "John Doe")	STRING
LOW	…rces/skills/mcp-builder/reference/python_mcp_server.md	572	return {"id": user_id, "name": "John Doe", "email": "john@example.com"}	CODE
LOW	…ources/skills/mcp-builder/reference/node_mcp_server.md	173	"name": string, // Full name (e.g., "John Doe")	CODE
LOW	resources/skills/docx/ooxml.md	298	doc = Document('unpacked', author="John Doe", initials="JD")	CODE
LOW	resources/skills/docx/scripts/document.py	10	doc = Document('workspace/unpacked', author="John Doe", initials="JD")	STRING
LOW	…c/renderer/src/components/mcp-config/McpServerForm.vue	812	:placeholder="placeholder"	CODE
LOW	…nderer/src/components/ChatConfig/ConfigSelectField.vue	37	<SelectValue :placeholder="placeholder" />	CODE
LOW	…enderer/src/components/ChatConfig/ConfigInputField.vue	40	:placeholder="placeholder"	CODE
LOW	src/renderer/src/i18n/tr-TR/chat.json	14	"placeholder": "DeepChat'ye herhangi bir şey sor, {'@'}'a dosyalardan bahsetmesini ve / komutlarını sor",	CODE
LOW	src/renderer/src/i18n/tr-TR/chat.json	428	"placeholder": "Sohbetlerde, agents, ayarlarda, işlemlerde arama yapın…",	CODE
LOW	src/renderer/src/i18n/tr-TR/chat.json	442	"placeholder": "Görüşmede ara",	CODE
LOW	src/renderer/src/i18n/tr-TR/model.json	3	"placeholder": "Modelleri ara..."	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1194	"placeholder": "örneğin 1280x720"	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1198	"placeholder": "örneğin 5"	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1202	"placeholder": "örneğin 5",	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1207	"placeholder": "örneğin 16:9"	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1211	"placeholder": "örneğin 720p"	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1364	"placeholder": "Format seç",	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1369	"placeholder": "örneğin tr",	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1374	"placeholder": "Voiceai-tts-v1-en son",	CODE
LOW⚡	src/renderer/src/i18n/tr-TR/settings.json	1379	"placeholder": "agent kimliğini yapıştır",	CODE
LOW	src/renderer/src/i18n/tr-TR/settings.json	946	"placeholder": "Lütfen sisteme prompt girin...",	CODE
LOW	src/renderer/src/i18n/tr-TR/settings.json	978	"placeholder": "Model adını girin",	CODE
LOW	src/renderer/src/i18n/tr-TR/settings.json	985	"placeholder": "Model kimliğini girin",	CODE
560 more matches not shown…

Hallucination Indicators45 hits · 385 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/main/plugin/pluginService.test.ts	1737	presenter.__mocks.mcpSettings.removeMcpServer.mock.calls.filter(	CODE
CRITICAL	test/main/provider/providerDbModelConfig.test.ts	306	state.mockDb.providers.aihubmix.models.push({	CODE
CRITICAL	test/main/agent/deepchat/runtime/process.test.ts	265	selected.controller.ceiling.catalog.entries.find(	CODE
CRITICAL⚡	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	12155	return sqlitePresenter.deepchatTapeEntriesTable.appendAnchor.mock.calls.filter(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	2268	sqlitePresenter.deepchatSessionsTable.updateMemoryCursorOrderSeq.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	2585	sqlitePresenter.deepchatTapeEntriesTable.appendAnchor.mock.calls.filter(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	4730	llmProvider.providerInstance.coreStream.mock.calls.map((call) =>	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	5487	sqlitePresenter.deepchatMessagesTable.insert.mock.calls.some(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	5785	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.some(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	6466	callArgs.run.resources.promptAssembly.sections.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	7021	const inserted = sqlitePresenter.deepchatMessageTracesTable.insert.mock.calls.at(-1)?.[0]	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	9265	sqlitePresenter.deepchatMessageTracesTable.insert.mock.calls.map(([inserted]) => ({	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	10400	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	11490	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.some(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	12689	const anchorNames = sqlitePresenter.deepchatTapeEntriesTable.appendAnchor.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13376	const anchorNames = sqlitePresenter.deepchatTapeEntriesTable.appendAnchor.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13502	const anchorNames = sqlitePresenter.deepchatTapeEntriesTable.appendAnchor.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13861	const insertRows = sqlitePresenter.deepchatMessagesTable.insert.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13887	const compactionInsert = sqlitePresenter.deepchatMessagesTable.insert.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13908	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	13948	const insertRows = sqlitePresenter.deepchatMessagesTable.insert.mock.calls.map(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	14248	const compactionInsert = sqlitePresenter.deepchatMessagesTable.insert.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	14254	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	15229	const compactionInsert = sqlitePresenter.deepchatMessagesTable.insert.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	15330	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.at(-1)	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	15758	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	16463	sqlitePresenter.deepchatMessagesTable.updateContent.mock.calls.at(-1)[1]	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	16474	sqlitePresenter.deepchatMessagesTable.updateMetadata.mock.calls.every(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	16841	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	16905	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	16976	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17044	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17550	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17658	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.filter(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17742	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17807	sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	…in/agent/deepchat/harness/deepChatAgentHarness.test.ts	17957	const call = sqlitePresenter.deepchatMessagesTable.updateContentAndStatus.mock.calls.find(	CODE
CRITICAL	test/main/agent/acp/instance/acpAgentRuntime.test.ts	672	expect(harness.connection.prompt.mock.calls.map(([request]) => request.prompt)).toEqual([	CODE
CRITICAL	test/main/project/projectService.test.ts	886	sqlitePresenter.newEnvironmentPreferencesTable.activateAtTop.mock.calls.map(	CODE
CRITICAL	test/main/session/data/transcript.test.ts	196	const appended = sqlitePresenter.deepchatTapeEntriesTable.append.mock.calls.find(	CODE
CRITICAL	test/main/session/data/transcript.test.ts	581	const appended = sqlitePresenter.deepchatTapeEntriesTable.append.mock.calls.find(	CODE
CRITICAL	test/main/session/data/transcript.test.ts	754	const replacement = sqlitePresenter.deepchatTapeEntriesTable.append.mock.calls.find(	CODE
CRITICAL	test/main/session/data/transcript.test.ts	807	const imported = sqlitePresenter.deepchatMessagesTable.upsert.mock.calls.map(([row]) => row)	CODE
CRITICAL	test/main/session/data/transcript.test.ts	841	const fact = sqlitePresenter.deepchatTapeEntriesTable.append.mock.calls.find(	CODE
CRITICAL	…/src/components/mcp-config/components/McpToolPanel.vue	165	? selectedTool.value.function.parameters.required.filter(	CODE

Excessive Try-Catch Wrapping66 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	resources/skills/xlsx/recalc.py	49	except Exception:	CODE
LOW	resources/skills/xlsx/recalc.py	154	except Exception as e:	CODE
LOW	resources/skills/pdf/reference.md	484	except Exception as e:	CODE
LOW	resources/skills/pdf/reference.md	504	except Exception as e:	CODE
LOW	resources/skills/pdf/reference.md	578	except Exception as e:	CODE
LOW	resources/skills/skill-creator/scripts/init_skill.py	217	except Exception as e:	CODE
LOW	resources/skills/skill-creator/scripts/init_skill.py	232	except Exception as e:	CODE
LOW	resources/skills/skill-creator/scripts/init_skill.py	259	except Exception as e:	CODE
LOW	resources/skills/skill-creator/scripts/package_skill.py	80	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/pack.py	128	except Exception as e:	CODE
MEDIUM	resources/skills/pptx/ooxml/scripts/validate.py	52	print(f"Error: Validation not supported for file type {file_extension}")	CODE
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/docx.py	187	except Exception as e:	CODE
MEDIUM⚡	resources/skills/pptx/ooxml/scripts/validation/docx.py	188	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/docx.py	211	except Exception as e:	CODE
MEDIUM	resources/skills/pptx/ooxml/scripts/validation/docx.py	212	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
LOW	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	71	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	228	except Exception as e:	CODE
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	471	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	140	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	359	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	604	except Exception:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	626	except Exception as e:	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	866	except Exception as e:	CODE
MEDIUM	resources/skills/pptx/scripts/thumbnail.py	100	print(f"Error: Invalid PowerPoint file: {args.input}")	CODE
MEDIUM	resources/skills/pptx/scripts/thumbnail.py	124	print("Error: No slides found")	CODE
LOW⚡	resources/skills/pptx/scripts/thumbnail.py	144	except Exception as e:	CODE
MEDIUM⚡	resources/skills/pptx/scripts/thumbnail.py	145	print(f"Error: {e}")	CODE
LOW	resources/skills/pptx/scripts/thumbnail.py	351	except Exception:	CODE
MEDIUM⚡	resources/skills/pptx/scripts/rearrange.py	58	print(f"Error: Template file not found: {args.template}")	STRING
MEDIUM⚡	resources/skills/pptx/scripts/rearrange.py	68	print(f"Error: {e}")	STRING
LOW⚡	resources/skills/pptx/scripts/rearrange.py	70	except Exception as e:	STRING
MEDIUM⚡	resources/skills/pptx/scripts/rearrange.py	71	print(f"Error processing presentation: {e}")	STRING
LOW	resources/skills/pptx/scripts/rearrange.py	124	except Exception:	CODE
MEDIUM	resources/skills/pptx/scripts/inventory.py	84	print(f"Error: Input file not found: {args.input}")	STRING
MEDIUM	resources/skills/pptx/scripts/inventory.py	88	print("Error: Input must be a PowerPoint file (.pptx)")	STRING
LOW	resources/skills/pptx/scripts/inventory.py	120	except Exception as e:	STRING
MEDIUM	resources/skills/pptx/scripts/inventory.py	121	print(f"Error processing presentation: {e}")	STRING
LOW	resources/skills/pptx/scripts/inventory.py	384	except Exception:	CODE
LOW	resources/skills/pptx/scripts/inventory.py	504	except Exception:	CODE
LOW	resources/skills/pptx/scripts/inventory.py	601	except Exception:	CODE
MEDIUM⚡	resources/skills/pptx/scripts/replace.py	367	print(f"Error: Input file '{input_pptx}' not found")	CODE
MEDIUM⚡	resources/skills/pptx/scripts/replace.py	371	print(f"Error: Replacements JSON file '{replacements_json}' not found")	CODE
LOW⚡	resources/skills/pptx/scripts/replace.py	376	except Exception as e:	CODE
MEDIUM⚡	resources/skills/pptx/scripts/replace.py	377	print(f"Error applying replacements: {e}")	CODE
LOW	resources/skills/mcp-builder/scripts/evaluation.py	74	except Exception as e:	CODE
MEDIUM	resources/skills/mcp-builder/scripts/evaluation.py	75	print(f"Error parsing evaluation file {file_path}: {e}")	CODE
LOW	resources/skills/mcp-builder/scripts/evaluation.py	118	except Exception as e:	CODE
MEDIUM	resources/skills/mcp-builder/scripts/evaluation.py	340	print(f"Error: Evaluation file not found: {args.eval_file}")	STRING
MEDIUM	resources/skills/mcp-builder/scripts/evaluation.py	356	print(f"Error: {e}")	STRING
LOW	…rces/skills/mcp-builder/reference/python_mcp_server.md	467	except Exception as e:	CODE
LOW	resources/skills/docx/ooxml/scripts/pack.py	128	except Exception as e:	CODE
MEDIUM	resources/skills/docx/ooxml/scripts/validate.py	52	print(f"Error: Validation not supported for file type {file_extension}")	CODE
LOW⚡	resources/skills/docx/ooxml/scripts/validation/docx.py	187	except Exception as e:	CODE
MEDIUM⚡	resources/skills/docx/ooxml/scripts/validation/docx.py	188	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/docx.py	211	except Exception as e:	CODE
MEDIUM	resources/skills/docx/ooxml/scripts/validation/docx.py	212	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	…rces/skills/docx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
LOW	…rces/skills/docx/ooxml/scripts/validation/redlining.py	71	except Exception as e:	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	228	except Exception as e:	CODE
6 more matches not shown…

Structural Annotation Overuse35 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	154	### Step 1: Clarifying Questions	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	162	### Step 2: Brainstorming	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	170	### Step 3: Curation	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	182	### Step 4: Gap Check	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	186	### Step 5: Drafting	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	205	### Step 6: Iterative Refinement	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	255	### Step 1: Predict Reader Questions	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	261	### Step 2: Test with Sub-Agent	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	269	### Step 3: Run Additional Checks	COMMENT
LOW⚡	resources/skills/doc-coauthoring/SKILL.md	277	### Step 4: Report and Fix	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	294	### Step 1: Predict Reader Questions	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	300	### Step 2: Setup Testing	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	314	### Step 3: Additional Checks	COMMENT
LOW	resources/skills/doc-coauthoring/SKILL.md	321	### Step 4: Iterate Based on Results	COMMENT
LOW	resources/skills/pdf/forms.md	85	## Step 1: Visual Analysis (REQUIRED)	COMMENT
LOW	resources/skills/pdf/forms.md	130	### Step 2: Create fields.json and validation images (REQUIRED)	COMMENT
LOW	resources/skills/pdf/forms.md	184	### Step 3: Validate Bounding Boxes (REQUIRED)	COMMENT
LOW	resources/skills/pdf/forms.md	203	### Step 4: Add annotations to the PDF	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	215	### Step 1: Understanding the Skill with Concrete Examples	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	232	### Step 2: Planning the Reusable Skill Contents	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	256	### Step 3: Initializing the Skill	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	279	### Step 4: Edit the Skill	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	320	### Step 5: Packaging a Skill	COMMENT
LOW	resources/skills/skill-creator/SKILL.md	347	### Step 6: Iterate	COMMENT
LOW	resources/skills/pptx/scripts/rearrange.py	176	# Step 1: DUPLICATE repeated slides	COMMENT
LOW⚡	resources/skills/pptx/scripts/rearrange.py	200	# Step 2: DELETE unwanted slides (work backwards)	COMMENT
LOW⚡	resources/skills/pptx/scripts/rearrange.py	209	# Step 3: REORDER to final sequence	COMMENT
LOW⚡	resources/skills/mcp-builder/reference/evaluation.md	176	### Step 1: Documentation Inspection	COMMENT
LOW⚡	resources/skills/mcp-builder/reference/evaluation.md	184	### Step 2: Tool Inspection	COMMENT
LOW⚡	resources/skills/mcp-builder/reference/evaluation.md	191	### Step 3: Developing Understanding	COMMENT
LOW⚡	resources/skills/mcp-builder/reference/evaluation.md	200	### Step 4: Read-Only Content Inspection	COMMENT
LOW	resources/skills/mcp-builder/reference/evaluation.md	214	### Step 5: Task Generation	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	138	// Step 1: Request device code	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	141	// Step 2: Show user code and open browser	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	144	// Step 3: Poll for access token	COMMENT

Empty Error Handlers12 hits · 60 pts

Severity	File	Line	Snippet	Context
HIGH	resources/skills/xlsx/recalc.py	86	except (FileNotFoundError, subprocess.TimeoutExpired):	CODE
HIGH	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
HIGH	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	211	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE
HIGH	resources/skills/pptx/scripts/rearrange.py	124	except Exception:	CODE
HIGH	resources/skills/pptx/scripts/inventory.py	384	except Exception:	CODE
HIGH	resources/skills/pptx/scripts/inventory.py	504	except Exception:	CODE
HIGH	resources/skills/pptx/scripts/inventory.py	219	except (AttributeError, TypeError):	CODE
HIGH	…rces/skills/docx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
HIGH	…rces/skills/docx/ooxml/scripts/validation/redlining.py	211	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE
HIGH	resources/skills/docx/scripts/document.py	900	except ValueError:	CODE
HIGH	resources/skills/docx/scripts/document.py	85	except ValueError:	CODE
HIGH	resources/skills/docx/scripts/utilities.py	298	except ValueError:	CODE

Redundant / Tautological Comments34 hits · 58 pts

Severity	File	Line	Snippet	Context
LOW	resources/skills/xlsx/recalc.py	82	# Check if gtimeout is available on macOS	COMMENT
LOW	resources/skills/skill-creator/scripts/init_skill.py	208	# Check if directory already exists	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/docx.py	90	# Check if text starts or ends with whitespace	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/docx.py	92	# Check if xml:space="preserve" attribute exists	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	94	# Check if this is an ID attribute	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	97	# Check if value looks like a UUID (has the right length and pattern structure)	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	125	# Check if it's 32 hex-like characters (could include invalid hex chars)	COMMENT
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	449	# Check if the ID exists	COMMENT
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	456	# Check if we have type expectations for this element	COMMENT
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	463	# Check if the actual type matches or contains the expected type	COMMENT
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	759	# Check if file is in a main content folder and use appropriate schema	COMMENT
LOW⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	776	# Check if attribute is from a namespace other than allowed ones	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	212	# Check if this element type has ID uniqueness requirements	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	503	# Check if this might be a compound like "sldMasterId"	COMMENT
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	619	# Check if it's a known media extension that should be declared	COMMENT
LOW	resources/skills/pptx/scripts/inventory.py	873	# Check if there's meaningful overlap (more than tolerance)	COMMENT
LOW	resources/skills/pptx/scripts/replace.py	173	# Check if slide exists	COMMENT
LOW	resources/skills/pptx/scripts/replace.py	306	# Check if any text overflow got worse	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/docx.py	90	# Check if text starts or ends with whitespace	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/docx.py	92	# Check if xml:space="preserve" attribute exists	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	94	# Check if this is an ID attribute	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	97	# Check if value looks like a UUID (has the right length and pattern structure)	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	125	# Check if it's 32 hex-like characters (could include invalid hex chars)	COMMENT
LOW⚡	resources/skills/docx/ooxml/scripts/validation/base.py	449	# Check if the ID exists	COMMENT
LOW⚡	resources/skills/docx/ooxml/scripts/validation/base.py	456	# Check if we have type expectations for this element	COMMENT
LOW⚡	resources/skills/docx/ooxml/scripts/validation/base.py	463	# Check if the actual type matches or contains the expected type	COMMENT
LOW⚡	resources/skills/docx/ooxml/scripts/validation/base.py	759	# Check if file is in a main content folder and use appropriate schema	COMMENT
LOW⚡	resources/skills/docx/ooxml/scripts/validation/base.py	776	# Check if attribute is from a namespace other than allowed ones	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	212	# Check if this element type has ID uniqueness requirements	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	503	# Check if this might be a compound like "sldMasterId"	COMMENT
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	619	# Check if it's a known media extension that should be declared	COMMENT
LOW	resources/skills/docx/scripts/document.py	539	# Check if it's a numbered list item	COMMENT
LOW	resources/skills/docx/scripts/document.py	1055	# Check if this rsid already exists	COMMENT
LOW	resources/skills/docx/scripts/document.py	1192	# Check if author already exists	COMMENT

Decorative Section Separators15 hits · 54 pts

Severity	File	Line	Snippet	Context
MEDIUM	resources/skills/algorithmic-art/templates/viewer.html	441	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	resources/skills/algorithmic-art/templates/viewer.html	443	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	resources/skills/algorithmic-art/templates/viewer.html	456	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	resources/skills/algorithmic-art/templates/viewer.html	458	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	507	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	509	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	518	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	520	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	530	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	resources/skills/algorithmic-art/templates/viewer.html	532	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/renderer/src/components/chat/ChatInputBox.vue	272	// ── Inline Node action wiring ──────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/components/chat/ChatInputBox.vue	380	// ── Editor helpers ─────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/components/chat/ChatInputBox.vue	553	// ── Editor setup ───────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/components/chat/ChatInputBox.vue	631	// ── Watchers ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/components/chat/ChatInputBox.vue	718	// ── Event handlers ─────────────────────────────────────────────	COMMENT

Deep Nesting55 hits · 46 pts

Severity	File	Line	Context
LOW	resources/skills/xlsx/recalc.py	53	CODE
LOW	resources/skills/pdf/scripts/fill_fillable_fields.py	12	CODE
LOW	resources/skills/pdf/scripts/fill_fillable_fields.py	59	CODE
LOW	resources/skills/pdf/scripts/extract_form_field_info.py	22	CODE
LOW	resources/skills/pdf/scripts/extract_form_field_info.py	62	CODE
LOW	resources/skills/pdf/scripts/check_bounding_boxes.py	18	CODE
LOW	resources/skills/skill-creator/scripts/package_skill.py	19	CODE
LOW	resources/skills/pptx/ooxml/scripts/pack.py	45	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/docx.py	72	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/docx.py	124	CODE
LOW	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	139	CODE
LOW	…rces/skills/pptx/ooxml/scripts/validation/redlining.py	217	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	77	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	128	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/pptx.py	243	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	186	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	277	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	388	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	486	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	522	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	688	CODE
LOW	resources/skills/pptx/ooxml/scripts/validation/base.py	765	CODE
LOW	resources/skills/pptx/scripts/thumbnail.py	67	CODE
LOW	resources/skills/pptx/scripts/thumbnail.py	321	CODE
LOW	resources/skills/pptx/scripts/rearrange.py	149	CODE
LOW	resources/skills/pptx/scripts/inventory.py	140	CODE
LOW	resources/skills/pptx/scripts/inventory.py	280	CODE
LOW	resources/skills/pptx/scripts/inventory.py	362	CODE
LOW	resources/skills/pptx/scripts/inventory.py	480	CODE
LOW	resources/skills/pptx/scripts/replace.py	143	CODE
LOW	resources/skills/pptx/scripts/replace.py	162	CODE
LOW	resources/skills/pptx/scripts/replace.py	214	CODE
LOW	resources/skills/mcp-builder/scripts/connections.py	112	CODE
LOW	resources/skills/docx/ooxml/scripts/pack.py	45	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/docx.py	72	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/docx.py	124	CODE
LOW	…rces/skills/docx/ooxml/scripts/validation/redlining.py	139	CODE
LOW	…rces/skills/docx/ooxml/scripts/validation/redlining.py	217	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	77	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	128	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/pptx.py	243	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	186	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	277	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	388	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	486	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	522	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	688	CODE
LOW	resources/skills/docx/ooxml/scripts/validation/base.py	765	CODE
LOW	resources/skills/docx/scripts/document.py	75	CODE
LOW	resources/skills/docx/scripts/document.py	116	CODE
LOW	resources/skills/docx/scripts/document.py	264	CODE
LOW	resources/skills/docx/scripts/document.py	342	CODE
LOW	resources/skills/docx/scripts/document.py	482	CODE
LOW	resources/skills/docx/scripts/document.py	988	CODE
LOW	resources/skills/docx/scripts/utilities.py	76	CODE

Docstring Block Structure7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	…rces/skills/mcp-builder/reference/python_mcp_server.md	282	Search for users in the Example system by name, email, or team. This tool searches across all user profiles in	STRING
HIGH	resources/skills/docx/scripts/document.py	265	Reject an insertion by wrapping its content in a deletion. Wraps all runs inside w:ins in w:del, converting w:t	STRING
HIGH	resources/skills/docx/scripts/document.py	343	Reject a deletion by re-inserting the deleted content. Creates w:ins elements after each w:del, copying deleted	STRING
HIGH	resources/skills/docx/scripts/document.py	483	Mark a w:r or w:p element as deleted with tracked changes (in-place DOM manipulation). For w:r: wraps in <w:del	STRING
HIGH	resources/skills/docx/scripts/document.py	681	Get or create a DocxXMLEditor for the specified XML file. Enables lazy-loaded editors with bracket not	STRING
HIGH	resources/skills/docx/scripts/utilities.py	83	Get a DOM element by tag and identifier. Finds an element by either its line number in the original fi	STRING
HIGH	resources/skills/docx/scripts/utilities.py	313	Parse XML fragment and return list of imported nodes. Args: xml_content: String containing	STRING

Magic Placeholder Names5 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	resources/skills/mcp-builder/reference/evaluation.md	557	export ANTHROPIC_API_KEY=your_api_key	CODE
HIGH⚡	src/main/provider/providerImportService.ts	183	'your-api-key',	CODE
HIGH⚡	src/main/provider/providerImportService.ts	184	'your-api-key-here',	CODE
HIGH⚡	src/main/provider/providerImportService.ts	185	'replace-with-your-api-key',	CODE
HIGH⚡	src/main/provider/providerImportService.ts	191	'<your-api-key>'	CODE

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	resources/skills/pptx/ooxml/scripts/validation/docx.py	run all validation checks and return true if all pass.	STRING
HIGH	resources/skills/pptx/ooxml/scripts/validation/pptx.py	run all validation checks and return true if all pass.	STRING
HIGH	resources/skills/pptx/ooxml/scripts/validation/base.py	run all validation checks and return true if all pass.	STRING
HIGH	resources/skills/docx/ooxml/scripts/validation/docx.py	run all validation checks and return true if all pass.	STRING
HIGH	resources/skills/docx/ooxml/scripts/validation/pptx.py	run all validation checks and return true if all pass.	STRING
HIGH	resources/skills/docx/ooxml/scripts/validation/base.py	run all validation checks and return true if all pass.	STRING

Self-Referential Comments9 hits · 28 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	resources/skills/pptx/ooxml/scripts/validation/base.py	767	# Create a clean copy	COMMENT
MEDIUM	resources/skills/pptx/ooxml/scripts/validation/base.py	919	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	resources/skills/pptx/ooxml/scripts/validation/base.py	298	): # This file is not referenced by .rels	CODE
MEDIUM	resources/skills/pptx/scripts/thumbnail.py	401	# Create a highlight overlay	COMMENT
MEDIUM	resources/skills/pptx/scripts/rearrange.py	108	# Create a new relationship in the destination slide for this image	COMMENT
MEDIUM⚡	resources/skills/docx/ooxml/scripts/validation/base.py	767	# Create a clean copy	COMMENT
MEDIUM	resources/skills/docx/ooxml/scripts/validation/base.py	919	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	resources/skills/docx/ooxml/scripts/validation/base.py	298	): # This file is not referenced by .rels	CODE
MEDIUM	resources/skills/docx/scripts/document.py	984	# Create the relationship entry	COMMENT

Over-Commented Block19 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	…skills/algorithmic-art/templates/generator_template.js	21	// - Reset to defaults	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	61	// - Arrays of objects	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	81	// Option 3: User-triggered regeneration	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	101	// - Physics calculations	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	161	// ============================================================================	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	201	// ============================================================================	COMMENT
LOW	…skills/algorithmic-art/templates/generator_template.js	221	// The art itself is entirely up to you!	COMMENT
LOW	resources/skills/pptx/scripts/thumbnail.py	21	Usage:	COMMENT
LOW	src/main/memory/data/tables/agentMemory.ts	81	buildMemoryScopePredicateSql,	COMMENT
LOW	src/main/provider/defaults.ts	921	// name: 'OCoolAI',	COMMENT
LOW	src/main/provider/defaults.ts	981	// apiKey: '',	COMMENT
LOW	src/main/provider/defaults.ts	1101	docs: 'https://www.kimi.com/code/docs/en/third-party-tools/other-coding-agents.html',	COMMENT
LOW	src/main/provider/defaults.ts	1261	}	COMMENT
LOW	src/main/provider/defaults.ts	1281	// apiType: 'jina',	COMMENT
LOW	src/main/provider/defaults.ts	1301	official: 'https://aihubmix.com',	COMMENT
LOW	src/main/provider/defaults.ts	1321	// },	COMMENT
LOW	src/main/mcp/settings.ts	101	}	COMMENT
LOW	src/main/knowledge/database/knowledgeDatabase.ts	41	version: 1,	COMMENT
LOW	src/main/data/connectionConfig.ts	21	configureDatabaseChangeNotification(db)	COMMENT

Verbosity Indicators6 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	resources/skills/pptx/scripts/rearrange.py	176	# Step 1: DUPLICATE repeated slides	COMMENT
LOW⚡	resources/skills/pptx/scripts/rearrange.py	200	# Step 2: DELETE unwanted slides (work backwards)	COMMENT
LOW⚡	resources/skills/pptx/scripts/rearrange.py	209	# Step 3: REORDER to final sequence	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	138	// Step 1: Request device code	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	141	// Step 2: Show user code and open browser	COMMENT
LOW⚡	src/main/provider/auth/githubCopilotDeviceFlow.ts	144	// Step 3: Poll for access token	COMMENT

Unused Imports9 hits · 9 pts

Severity	File	Line	Context
LOW	…sources/skills/skill-creator/scripts/quick_validate.py	7	CODE
LOW	…urces/skills/pptx/ooxml/scripts/validation/__init__.py	5	CODE
LOW	…urces/skills/pptx/ooxml/scripts/validation/__init__.py	6	CODE
LOW	…urces/skills/pptx/ooxml/scripts/validation/__init__.py	7	CODE
LOW	…urces/skills/pptx/ooxml/scripts/validation/__init__.py	8	CODE
LOW	…urces/skills/docx/ooxml/scripts/validation/__init__.py	5	CODE
LOW	…urces/skills/docx/ooxml/scripts/validation/__init__.py	6	CODE
LOW	…urces/skills/docx/ooxml/scripts/validation/__init__.py	7	CODE
LOW	…urces/skills/docx/ooxml/scripts/validation/__init__.py	8	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	src/renderer/src/i18n/en-US/common.json	97	"watermarkTip": "Generated by AI",	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/main/memory/data/tables/agentMemory.ts	95	// persona lifecycle column; v35 adds conflict linkage; v37 adds agentic category; v41 adds	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…urces/skills/pptx/ooxml/scripts/validation/__init__.py	10	__all__ = [	CODE
LOW	…urces/skills/docx/ooxml/scripts/validation/__init__.py	10	__all__ = [	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/main/platform/fileWatcher/fileWatcherUtilityHost.ts	66	async function handleRequest(	CODE
LOW	…main/agent/shared/process/backgroundExecUtilityHost.ts	70	async function handleRequest(	CODE

ThinkInAIXYZ/deepchat

Open-Source Code Quality, Security and Technical Debt Review