3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-06-30

Last Push

33.9K

Stars

Rust

Language

188.1K

Lines of Code

1.7K

Files

268

Pattern Hits

2026-10-31

Scan Date

0.03

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 142 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.9/100 · LOW

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

Agent Over-Engineering Ratio 2.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 79 finding(s).

PR Review Velocity Impact 14.3/100 · LOW

Which changes need focused human review? 268 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 10HIGH 40MEDIUM 12LOW 206

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 268 distinct pattern matches across 13 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.

Hallucination Indicators10 hits · 115 pts

Severity	File	Line	Snippet	Context
CRITICAL	…kotlin/com/tabbyml/intellijtabby/lsp/LanguageClient.kt	36	class LanguageClient(private val project: Project) : com.tabbyml.intellijtabby.lsp.protocol.client.LanguageClient(),	CODE
CRITICAL	…lin/com/tabbyml/intellijtabby/lsp/ConfigurationSync.kt	48	val proxySettings = com.intellij.util.net.HttpConfigurable.getInstance()	CODE
CRITICAL	…lin/com/tabbyml/intellijtabby/lsp/ConfigurationSync.kt	57	val proxySettings = com.intellij.util.net.HttpConfigurable.getInstance()	CODE
CRITICAL	…er/ui/_next/static/chunks/c0672f29-5c54ef189b1b49b1.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[6056],{88105:function(t,e,i){let s;i.d(e,{$1:funct	CODE
CRITICAL	…er/ui/_next/static/chunks/7cd0a9a7-fa3b9a0f20fcec7d.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[2025],{61667:function(t,e,i){let s;i.d(e,{$f:funct	CODE
CRITICAL	…bserver/ui/_next/static/chunks/240-6e4dd6e33fcf5a86.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[240],{84381:function(e,t,r){r.d(t,{F:function(){re	CODE
CRITICAL	…server/ui/_next/static/chunks/6635-85423d316922c3d8.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[6635],{86575:function(e,t,n){let{DOCUMENT_MODE:r}=	CODE
CRITICAL	…server/ui/_next/static/chunks/7003-05c7a4c5b4e5989f.js	6	*/e.exports=function(e){return null!=e&&null!=e.constructor&&"function"==typeof e.constructor.isBuffer&&e.constructor.i	COMMENT
CRITICAL⚡	…server/ui/_next/static/chunks/4691-3ed340b4558906b1.js	11	${l}`:l;let u=this.lexer.state.top;if(this.lexer.state.top=!0,this.lexer.blockTokens(l,i,!0),this.lexer.state.top=u,0===	CODE
CRITICAL⚡	…server/ui/_next/static/chunks/4691-3ed340b4558906b1.js	19	`}strong({tokens:e}){return`<strong>${this.parser.parseInline(e)}</strong>`}em({tokens:e}){return`<em>${this.parser.pars	CODE

Docstring Block Structure20 hits · 100 pts

Severity	File	Line	Snippet	Context
HIGH	…abby-python-client/tabby_python_client/api/v1/event.py	60	Args: json_body (LogEventRequest): Raises: errors.UnexpectedStatus: If the server returns an u	STRING
HIGH	…abby-python-client/tabby_python_client/api/v1/event.py	90	Args: json_body (LogEventRequest): Raises: errors.UnexpectedStatus: If the server returns an u	STRING
HIGH	…python-client/tabby_python_client/api/v1/completion.py	64	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python-client/tabby_python_client/api/v1/completion.py	95	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python-client/tabby_python_client/api/v1/completion.py	119	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python-client/tabby_python_client/api/v1/completion.py	148	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python-client/tabby_python_client/api/v1beta/search.py	74	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python-client/tabby_python_client/api/v1beta/search.py	110	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python-client/tabby_python_client/api/v1beta/search.py	139	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python-client/tabby_python_client/api/v1beta/search.py	173	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…abby_python_client/tabby_python_client/api/v1/event.py	60	Args: json_body (LogEventRequest): Raises: errors.UnexpectedStatus: If the server returns an u	STRING
HIGH	…abby_python_client/tabby_python_client/api/v1/event.py	90	Args: json_body (LogEventRequest): Raises: errors.UnexpectedStatus: If the server returns an u	STRING
HIGH	…python_client/tabby_python_client/api/v1/completion.py	64	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python_client/tabby_python_client/api/v1/completion.py	95	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python_client/tabby_python_client/api/v1/completion.py	119	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python_client/tabby_python_client/api/v1/completion.py	148	Args: json_body (CompletionRequest): Example: {'language': 'python', 'segments': {'prefix': 'd	STRING
HIGH	…python_client/tabby_python_client/api/v1beta/search.py	74	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python_client/tabby_python_client/api/v1beta/search.py	110	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python_client/tabby_python_client/api/v1beta/search.py	139	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING
HIGH	…python_client/tabby_python_client/api/v1beta/search.py	173	Args: q (str): Default: 'get'. limit (Union[Unset, None, int]): Default: 20. offset (Unio	STRING

Magic Placeholder Names20 hits · 100 pts

Severity	File	Line	Snippet	Context
HIGH	website/docs/references/models-http-api/deepseek.md	14	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/deepseek.md	26	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/fireworks.md	18	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/azure-openai.md	16	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/azure-openai.md	32	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/deepinfra.md	14	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/deepinfra.md	26	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/deepinfra.md	38	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/voyage-ai.md	13	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/openai.md	14	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/openai.md	30	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/mistral-ai.md	14	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/mistral-ai.md	26	api_key = "your-api-key"	CODE
HIGH	…te/docs/references/models-http-api/anthropic-claude.md	15	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/vllm.md	22	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/vllm.md	34	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/vllm.md	47	api_key = "your-api-key"	CODE
HIGH	…site/docs/references/models-http-api/amazon-bedrock.md	16	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/perplexity.md	14	api_key = "your-api-key"	CODE
HIGH	website/docs/references/models-http-api/openrouter.md	14	api_key = "your-api-key"	CODE

Hyper-Verbose Identifiers74 hits · 78 pts

Severity	File	Line	Snippet	Context
LOW	clients/tabby-agent/src/chat/smartApply.ts	143	async function provideSmartApplyLineRange(	CODE
LOW	clients/tabby-agent/src/config/index.ts	22	function shouldBeNonBlankStringValue(meta: unknown) {	CODE
LOW	clients/tabby-agent/src/utils/string.ts	66	export function extractNonReservedWordList(text: string): string {	CODE
LOW	clients/tabby-agent/src/utils/string.ts	204	export function findUnpairedAutoClosingChars(input: string): string[] {	CODE
LOW	clients/tabby-agent/src/utils/diff.ts	26	function mapDiffRangeToEditorRange(diffRange: DiffRange, editorRanges: Range[]): Range \| undefined {	CODE
LOW	clients/tabby-agent/src/codeCompletion/contexts.ts	149	export function buildCompletionContextWithAppend(context: CompletionContext, appendText: string): CompletionContext {	CODE
LOW	…ients/tabby-agent/src/codeCompletion/latencyTracker.ts	93	export function buildHelpMessageForLatencyIssue(	CODE
LOW	clients/tabby-agent/src/codeCompletion/cache.ts	19	export function calculateCompletionContextHash(	CODE
LOW	clients/tabby-agent/src/codeCompletion/cache.ts	39	export function generateForwardingContexts(	CODE
LOW	clients/tabby-agent/src/codeCompletion/solution.ts	115	export function createCompletionResultItemFromResponse(	CODE
LOW	…ompletion/postprocess/trimMultiLineInSingleLineMode.ts	5	export function trimMultiLineInSingleLineMode(): PostprocessFilter {	CODE
LOW	…letion/postprocess/removeDuplicatedBlockClosingLine.ts	8	export function removeDuplicatedBlockClosingLine(): PostprocessFilter {	CODE
LOW	…deCompletion/postprocess/removeDuplicateSuffixLines.ts	6	export function removeDuplicateSuffixLines(): PostprocessFilter {	CODE
LOW	…Completion/postprocess/removeLineEndsWithRepetition.ts	10	export function removeLineEndsWithRepetition(): PostprocessFilter {	CODE
LOW	…abby-agent/src/codeCompletion/postprocess/testUtils.ts	51	export async function assertFilterResultNotEqual(	CODE
LOW	clients/vscode/src/findSymbols.ts	54	function convertToSymbolInformation(symbols: (DocumentSymbol \| SymbolInformation)[]): SymbolInformation[] {	CODE
LOW	clients/vscode/src/findFiles.ts	29	function gitIgnoreItemToExcludePatterns(item: string, prefix?: string \| undefined): string[] {	CODE
LOW	clients/vscode/src/chat/utils.ts	17	export function isValidForSyncActiveEditorSelection(editor: TextEditor): boolean {	CODE
LOW	clients/vscode/src/chat/utils.ts	27	export function localUriToChatPanelFilepath(uri: Uri, gitProvider: GitProvider): Filepath {	CODE
LOW	clients/vscode/src/chat/utils.ts	70	export function chatPanelFilepathToLocalUri(filepath: Filepath, gitProvider: GitProvider): Uri \| null {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	108	export function vscodePositionToChatPanelPosition(position: VSCodePosition): ChatPanelPosition {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	115	export function chatPanelPositionToVSCodePosition(position: ChatPanelPosition): VSCodePosition {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	119	export function vscodeRangeToChatPanelPositionRange(range: VSCodeRange): PositionRange {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	126	export function chatPanelPositionRangeToVSCodeRange(positionRange: PositionRange): VSCodeRange {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	133	export function chatPanelLineRangeToVSCodeRange(lineRange: LineRange): VSCodeRange {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	138	export function vscodeRangeToChatPanelLineRange(range: VSCodeRange): LineRange {	CODE
LOW⚡	clients/vscode/src/chat/utils.ts	145	export function chatPanelLocationToVSCodeRange(location: Location \| undefined): VSCodeRange \| null {	CODE
LOW	clients/vscode/src/chat/utils.ts	168	function isJupyterNotebookFilepath(uri: Uri): boolean {	CODE
LOW	clients/vscode/src/chat/utils.ts	187	function convertFromNotebookCellUri(uri: Uri): Uri {	CODE
LOW	clients/vscode/src/lsp/WorkspaceFeature.ts	83	function applyTextEditMinimalLineChange(editBuilder: TextEditorEdit, textEdit: TextEdit, document: TextDocument) {	CODE
LOW	experimental/prompt-rewrite-eval/evaluator.py	60	def generate_completion_segments(args):	CODE
LOW	python/tabby/trainer.py	77	def _read_dataset_into_buffer(self):	CODE
LOW	…h/signin/components/reset-password-request-section.tsx	11	export default function ResetPasswordRequestSection() {	CODE
LOW	ee/tabby-ui/app/search/components/search.tsx	1139	function formatThreadRunErrorMessage(error?: ExtendedCombinedError) {	CODE
LOW	ee/tabby-ui/app/files/components/utils.ts	26	function getProviderVariantFromKind(kind: RepositoryKind) {	CODE
LOW	ee/tabby-ui/app/files/components/utils.ts	30	function resolveRepositoryInfoFromPath(path: string \| undefined): {	CODE
LOW	ee/tabby-ui/app/files/components/utils.ts	123	function getDirectoriesFromBasename(	CODE
LOW	ee/tabby-ui/app/files/components/utils.ts	139	function resolveRepoSpecifierFromRepoInfo(	CODE
LOW	ee/tabby-ui/app/files/components/utils.ts	165	function encodeURIComponentIgnoringSlash(str: string) {	CODE
LOW	…/lib/action-bar-widget/action-bar-widget-extension.tsx	83	function shouldShowActionBarWidget(transaction: Transaction): boolean {	CODE
LOW	…by-ui/app/files/lib/editor-search-extension/search.tsx	78	function getMatchIndexForSelection(	CODE
LOW	…/files/lib/line-menu-extension/line-menu-extension.tsx	144	function selectedLinesGutterHighlighter(field: StateField<SelectedLinesRange>) {	CODE
LOW	…/files/lib/line-menu-extension/line-menu-extension.tsx	197	function getMarkersFromSelectedLinesField(view: EditorView) {	CODE
LOW	…d)/settings/(integrations)/providers/[kind]/layout.tsx	14	export default function IntegrationProviderLayout({	CODE
LOW	…providers/[kind]/detail/components/provider-detail.tsx	724	function useAllInactiveRepositories(id: string, kind: IntegrationKind) {	CODE
LOW	…-ui/components/codemirror/code-tag-widget-extension.ts	143	export function getCodeTagWidgetExtension(	CODE
LOW	ee/tabby-ui/components/chat/question-answer.tsx	608	function AssistantMessageCardActions(props: AssistantMessageActionProps) {	CODE
LOW	ee/tabby-ui/components/chat/question-answer.tsx	656	function ChatMessageActionsWrapper({	CODE
LOW	ee/tabby-ui/components/chat/chat.tsx	960	function formatThreadRunErrorMessage(error: ExtendedCombinedError \| undefined) {	CODE
LOW	ee/tabby-ui/components/chat/form-editor/helper.ts	8	export function extractRepoNameFromGitUrl(gitUrl: string): string {	CODE
LOW	ee/tabby-ui/components/chat/form-editor/utils.tsx	66	export function replaceAtMentionPlaceHolderWithAt(value: string) {	CODE
LOW	ee/tabby-ui/components/chat/form-editor/utils.tsx	100	export function getFilepathStringByChatPanelFilePath(	CODE
LOW	ee/tabby-ui/components/chat/form-editor/utils.tsx	110	export function convertTextToTiptapContent(	CODE
LOW	ee/tabby-ui/components/chat/form-editor/utils.tsx	221	export function isSameEntireFileContextFromMention(	CODE
LOW	ee/tabby-ui/components/chat/git/utils.tsx	10	export function convertChangesToGitChanges(changes: ChangeItem[]): GitChange[] {	CODE
LOW	…omponents/message-markdown/custom-strip-tags-plugin.ts	5	function createTagFilterExpression(tagNames: string[]): RegExp {	CODE
LOW	ee/tabby-ui/lib/utils/markdown.ts	52	export function parseMarkdownWithContextCommands(input: string): string {	CODE
LOW	ee/tabby-ui/lib/utils/markdown.ts	63	export function convertContextBlockToPlaceholder(input: string): string {	CODE
LOW	ee/tabby-ui/lib/utils/markdown.ts	75	export function formatObjectToMarkdownBlock(	CODE
LOW	ee/tabby-ui/lib/utils/markdown.ts	119	export function convertChangeItemsToContextContent(	CODE
14 more matches not shown…

Fake / Example Data44 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW	ee/tabby-ui/test/utils/markdown.test.ts	246	const newUser = createUser("John Doe", "john@example.com");	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	11	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	27	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	45	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	66	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	80	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	91	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	102	expect(result?.placeholderNode.type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	143	expect(result.children[0].children[1].type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	174	expect(result.children[0].children[1].type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	178	expect(result.children[0].children[3].type).toBe('placeholder');	CODE
LOW	…/tabby-ui/test/utils/remark-placeholder-parser.test.ts	263	expect(paragraphNode.children[1].type).toBe('placeholder');	CODE
LOW	…-ui/test/utils/remark-codeblock-to-placeholder.test.ts	82	expect(result.type).toBe('placeholder')	CODE
LOW⚡	…-ui/test/utils/remark-codeblock-to-placeholder.test.ts	97	expect(result.type).toBe('placeholder')	CODE
LOW⚡	…-ui/test/utils/remark-codeblock-to-placeholder.test.ts	106	expect(result.type).toBe('placeholder')	CODE
LOW⚡	…-ui/test/utils/remark-codeblock-to-placeholder.test.ts	115	expect(result.type).toBe('placeholder')	CODE
LOW⚡	…-ui/test/utils/remark-codeblock-to-placeholder.test.ts	124	expect(result.type).toBe('placeholder')	CODE
LOW	…/lib/utils/markdown/remark-codeblock-to-placeholder.ts	18	type: 'placeholder',	CODE
LOW	…/lib/utils/markdown/remark-codeblock-to-placeholder.ts	106	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	10	type: 'placeholder'	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	43	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	61	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	75	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	88	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	101	type: 'placeholder',	CODE
LOW	…bby-ui/lib/utils/markdown/remark-placeholder-parser.ts	113	type: 'placeholder',	CODE
LOW	…server/ui/_next/static/chunks/9505.8db27f67df404d9a.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[9505],{59505:function(e,t,a){a.r(t),a.d(t,{autoClo	CODE
LOW	…server/ui/_next/static/chunks/6520.c41bfe83286324b2.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[6520],{26520:function(e,O,t){t.r(O),t.d(O,{css:fun	CODE
LOW⚡	…server/ui/_next/static/chunks/4691-3ed340b4558906b1.js	1	(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[4691],{37061:function(e,t,r){"use strict";function n(){for(var	CODE
LOW	…server/ui/_next/static/chunks/3492-7ca10e8ef6aab493.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[3492],{74038:function(e,n,i){i.d(n,{Bt:function(){	CODE
LOW	…server/ui/_next/static/chunks/9860-b2cab0e640a501ef.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[9860],{31022:function(e,t,n){function o(e){if(null	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1318	.create_user("admin@example.com".into(), None, true, None)	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1324	.create_user("user@example.com".into(), None, false, None)	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1349	.create_user("admin@example.com".into(), None, true, None)	CODE
LOW⚡	ee/tabby-webserver/src/service/auth.rs	1372	.create_user("user@example.com".into(), Some("pass".into()), true, None)	CODE
LOW⚡	ee/tabby-webserver/src/service/auth.rs	1375	let user = service.get_user_by_email("user@example.com").await.unwrap();	CODE
LOW⚡	ee/tabby-webserver/src/service/auth.rs	1378	.request_password_reset_email("user@example.com".into())	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1407	.request_password_reset_email("user@example.com".into())	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1892	.create_invitation("user@example.com".into())	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1926	.create_invitation("user@example.com".into())	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1960	user_email: "user@example.com".into(),	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1965	.create_invitation("user@example.com".into())	CODE
LOW	ee/tabby-webserver/src/service/auth.rs	1985	user_email: "user@example.com".into(),	CODE
LOW	ee/tabby-webserver/src/service/auth/testutils.rs	36	email: "user@example.com".to_string(),	CODE

Unused Imports47 hits · 47 pts

Severity	File	Line	Context
LOW	experimental/scheduler/completion.py	1	CODE
LOW	experimental/scheduler/completion.py	4	CODE
LOW	experimental/scheduler/search.py	3	CODE
LOW	experimental/eval/tabby.py	1	CODE
LOW	experimental/eval/tabby.py	3	CODE
LOW	experimental/eval/tabby.py	4	CODE
LOW	experimental/eval/tabby.py	4	CODE
LOW	experimental/eval/tabby.py	4	CODE
LOW	experimental/eval/tabby.py	89	CODE
LOW	…al/tabby-python-client/tabby_python_client/__init__.py	2	CODE
LOW	…al/tabby-python-client/tabby_python_client/__init__.py	2	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	3	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	4	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	5	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	6	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	7	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	8	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	9	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	10	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	11	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	12	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	13	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	14	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	15	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	16	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	17	CODE
LOW	…y-python-client/tabby_python_client/models/__init__.py	18	CODE
LOW	experimental/supervisor/app.py	10	CODE
LOW	…al/tabby_python_client/tabby_python_client/__init__.py	2	CODE
LOW	…al/tabby_python_client/tabby_python_client/__init__.py	2	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	3	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	4	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	5	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	6	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	7	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	8	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	9	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	10	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	11	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	12	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	13	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	14	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	15	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	16	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	17	CODE
LOW	…y_python_client/tabby_python_client/models/__init__.py	18	CODE
LOW	…te/docs/references/cloud-deployment/bentoml/service.py	1	CODE

Over-Commented Block26 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	clients/tabby-agent/src/chat/utils.ts	221	}	COMMENT
LOW	clients/tabby-agent/src/config/configFile.ts	21	# [server]	COMMENT
LOW	crates/ollama-api-bindings/src/model.rs	21	async fn get_first_available_model(&self) -> Result<Option<String>>;	COMMENT
LOW	crates/http-api-bindings/src/embedding/azure.rs	41	///	COMMENT
LOW	crates/sqlx-migrate-validate/src/lib.rs	1	//! With [sqlx] and its [sqlx::migrate!] macro it is possible to create migrations and apply them to a database.	COMMENT
LOW	crates/sqlx-migrate-validate/src/validate.rs	21	///	COMMENT
LOW	crates/sqlx-migrate-validate/src/validate.rs	41	C: Migrate;	COMMENT
LOW	crates/sqlx-migrate-validate/src/validate.rs	61	///	COMMENT
LOW	crates/sqlx-migrate-validate/src/validate.rs	81	/// # Examples	COMMENT
LOW	crates/sqlx-migrate-validate/src/validate.rs	121	/// ```rust,no_run	COMMENT
LOW	crates/tabby-common/src/config.rs	301	#[derive(Serialize, Deserialize, Builder, Debug, Clone)]	COMMENT
LOW	crates/tabby-common/src/index/mod.rs	21	/// \| corpus \| <--- A group of documents, each document has a unique	COMMENT
LOW	crates/tabby/src/services/completion.rs	141		COMMENT
LOW	crates/tabby/src/services/completion.rs	161	/// When provided alongside [Segments::declarations], the snippets have	COMMENT
LOW	ee/tabby-ui/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	…-ui/components/codemirror/code-tag-widget-extension.ts	181	// const { name_range, syntax_type_name } = item	COMMENT
LOW	…-ui/components/codemirror/code-tag-widget-extension.ts	201	// <span>	COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	1	// import { Extension, StateEffect, StateField } from '@codemirror/state'	COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	21	// to: change.mapPos(to)	COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	41	// filter: () => false	COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	61		COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	81	// }	COMMENT
LOW	ee/tabby-ui/components/codemirror/hover-highlight.ts	101	// })	COMMENT
LOW	ee/tabby-schema/src/juniper/relay/node_type.rs	1	use std::str::FromStr;	COMMENT
LOW	website/blog/2023-10-14-seed-round-release-0-3-0-RAG.md	21	A blog series detailing the technical designs of retrieval-augmented code completion will be published soon. Stay tuned!	COMMENT
LOW	…-10-16-repository-context-for-code-completion/index.md	101		COMMENT

AI Slop Vocabulary8 hits · 23 pts

Severity	File	Line	Snippet	Context
MEDIUM	…er/ui/_next/static/chunks/21c8b353-925bb40fc9c4670c.js	9	*/var r,l=n(3546),a=n(71306),i={usingClientEntryPoint:!1,Events:null,Dispatcher:{current:null}};function o(e){for(var t	COMMENT
MEDIUM	…er/ui/_next/static/chunks/21c8b353-925bb40fc9c4670c.js	9	*/var r,l=n(3546),a=n(71306),i={usingClientEntryPoint:!1,Events:null,Dispatcher:{current:null}};function o(e){for(var t	COMMENT
MEDIUM	…server/ui/_next/static/chunks/9505.8db27f67df404d9a.js	1	"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E\|\|[]).push([[9505],{59505:function(e,t,a){a.r(t),a.d(t,{autoClo	CODE
MEDIUM	…server/ui/_next/static/chunks/7003-05c7a4c5b4e5989f.js	6	*/e.exports=function(e){return null!=e&&null!=e.constructor&&"function"==typeof e.constructor.isBuffer&&e.constructor.i	COMMENT
MEDIUM	…server/ui/_next/static/chunks/2928-98ebfedf06caf8e1.js	8	*/var a=function(e){var t=/(?:^\|\s)lang(?:uage)?-([\w-]+)(?=\s\|$)/i,n=0,a={},o={manual:e.Prism&&e.Prism.manual,disableW	COMMENT
MEDIUM	…r/ui/_next/static/chunks/framework-d01b68062ece2457.js	9	*/var r,l,a,u,o,i,s=t(52983),c=t(35655);function f(e){for(var n="https://reactjs.org/docs/error-decoder.html?invariant=	COMMENT
MEDIUM	…r/ui/_next/static/chunks/framework-d01b68062ece2457.js	9	*/var r,l,a,u,o,i,s=t(52983),c=t(35655);function f(e){for(var n="https://reactjs.org/docs/error-decoder.html?invariant=	COMMENT
MEDIUM	…ervice/background_job/third_party_integration/pulls.rs	266	// we must utilize the `List pull requests files` API to retrieve the diff,	COMMENT

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	experimental/eval/tabby.py	62	# Check if launcher webserving process has exited.	COMMENT
LOW	experimental/supervisor/app.py	47	# Check if launcher webserving process has exited.	COMMENT
LOW	python/tabby-loadtest/server.py	86	# Check if launcher webserving process has exited.	COMMENT
LOW	python/tabby-eval/modal/predict.py	83	# Check if launcher webserving process has exited.	COMMENT
LOW	website/docs/references/cloud-deployment/modal/app.py	83	# Check if launcher webserving process has exited.	COMMENT
LOW	…te/docs/references/cloud-deployment/bentoml/service.py	34	# Check if launcher webserving process has exited.	COMMENT
LOW	.github/workflows/release.yml	272	# Check if the file has an extension	COMMENT

Modern AI Meta-Vocabulary4 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	clients/tabby-openapi/openapi.json	1	{"openapi":"3.0.3","info":{"title":"Tabby Server","description":"\n[![tabby stars](https://img.shields.io/github/stars/T	CODE
MEDIUM	website/docs/references/models-http-api/openai.md	28	model_name = "text-embedding-3-small" # Please make sure to use a embedding model, such as text-embedding-3-small	CODE
MEDIUM	website/docs/references/models-http-api/perplexity.md	3	[Perplexity AI](https://www.perplexity.ai/) is a company that develops large language models and offers them through the	CODE
MEDIUM	website/blog/2023-10-14-seed-round-release-0-3-0-RAG.md	8	# Announcing our $3.2M seed round, and the long-awaited RAG release in Tabby v0.3.0	COMMENT

Modern Structural Boilerplate4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…/eval/tabby-python-client/tabby_python_client/types.py	44	__all__ = ["File", "Response", "FileJsonType"]	CODE
LOW	…eval/tabby-python-client/tabby_python_client/errors.py	14	__all__ = ["UnexpectedStatus"]	CODE
LOW	…modal/tabby_python_client/tabby_python_client/types.py	44	__all__ = ["File", "Response", "FileJsonType"]	CODE
LOW	…odal/tabby_python_client/tabby_python_client/errors.py	14	__all__ = ["UnexpectedStatus"]	CODE

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	experimental/prompt-rewrite-eval/evaluator.py	60	CODE
LOW	python/tabby-eval/modal/predict.py	162	CODE
LOW	python/tabby/trainer.py	77	CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	python/tabby-eval/modal/predict.py	133	except Exception as e:	CODE

TabbyML/tabby

Open-Source Code Quality, Security and Technical Debt Review