0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-24

Last Push

3.7K

Stars

TypeScript

Language

108.9K

Lines of Code

700

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 23 finding(s).

PR Review Velocity Impact 2.2/100 · LOW

Which changes need focused human review? 40 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 1MEDIUM 2LOW 37

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 40 distinct pattern matches across 7 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 Identifiers21 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	…/components/table/componentContainerHighlightMethod.js	12	export default function ComponentContainerHighlightMethod({children}) {	CODE
LOW	…src/components/table/componentContainerInterceptors.js	35	export default function ComponentContainerInterceptors({	CODE
LOW	…ite/src/components/table/componentSuggestionButtons.js	5	export default function ComponentSuggestionButtons() {	CODE
LOW	…site/src/components/table/componentContainerMethods.js	28	export default function ComponentContainerMethods({	CODE
LOW	…omponents/table/containersKeyToggleRealtimeFunction.js	45	export default function ContainersKeyToggleRealtimeFunction() {	CODE
LOW	…rc/components/table/containersKeyToggleChatFunction.js	139	export default function ContainersKeyToggleChatFunction({service = 'openAI', withKeyToggle = true}) {	CODE
LOW	…c/pages/playground/chat/playgroundChatWrapperConfig.js	6	export default function PlaygroundChatWrapperConfig(	CODE
LOW	…site/src/pages/playground/serviceModal/serviceModal.js	333	function extractOptionalParameterValues(optionalParamsEl) {	CODE
LOW	…yground/serviceModal/close/serviceModalCloseButtons.js	4	function updateExistingConfigWithNew(existingConfig, newConfig) {	CODE
LOW	component/src/types/webModel/webLLM/webLLMShared.ts	100	export declare function deleteModelAllInfoInCache(modelId: string, appConfig?: AppConfig): Promise<void>;	CODE
LOW	component/src/utils/errorMessages/errorMessages.ts	19	function getInvalidResponseMessage(result: object, messageType: string, isInterceptor: boolean, postInterceptor?: object	CODE
LOW⚡	example-servers/python/flask/src/app.py	76	def hugging_face_conversation():	CODE
LOW⚡	example-servers/python/flask/src/app.py	81	def hugging_face_image_classification():	CODE
LOW⚡	example-servers/python/flask/src/app.py	86	def hugging_face_speech_recognition():	CODE
LOW⚡	example-servers/python/flask/src/app.py	95	def stabilityai_text_to_image():	CODE
LOW⚡	example-servers/python/flask/src/app.py	100	def stabilityai_image_to_image():	CODE
LOW⚡	example-servers/python/flask/src/app.py	104	def stabilityai_image_to_image_upscale():	CODE
LOW	…kit/src/routes/api/huggingface/conversation/+server.ts	39	function createReqConversationBody(messages: DeepChatTextRequestBody['messages']) {	CODE
LOW	…s/app-router/app/api/huggingface/conversation/route.ts	34	function createReqConversationBody(messages: DeepChatTextRequestBody['messages']) {	CODE
LOW	…tjs/pages-router/pages/api/huggingface/conversation.ts	36	function createReqConversationBody(messages: DeepChatTextRequestBody['messages']) {	CODE
LOW	example-servers/node/websockets/src/app.ts	30	function recursivelySendMessagesToClient(ws: WebSocket) {	CODE

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	website/src/components/nav/autoNavToggle.js	41	// // to watch for changes in the DOM and detect when the element is added.	COMMENT
LOW	website/src/components/nav/autoNavToggle.js	61	// return targetElement;	COMMENT
LOW	component/src/utils/decorators/property.ts	21	internalHTML._attributes_[attributeName] = TypeConverters.attibutes[type];	COMMENT
LOW	component/src/webModel/webModelFiles.ts	1	// Export/import of downloaded web-model files.	COMMENT
LOW	component/src/webModel/worker.ts	1	// Template for the Web Worker that runs the web model off the main thread.	COMMENT
LOW	component/src/views/chat/messages/messages.ts	261	if (!overwrite.status) setTimeout(() => this.scrollToFirstElement(message[ROLE], isScrollAtBottom));	COMMENT
LOW	…src/views/chat/messages/remarkable/remarkableConfig.ts	101	// The following are examples of how to use other MarkDown to HTML converters	COMMENT
LOW	component/src/services/openAI/openAIImagesIO.ts	101	}	COMMENT
LOW	example-servers/elixir/phoenix/priv/static/robots.txt	1	# See https://www.robotstxt.org/robotstxt.html for documentation on how to use the robots.txt file	COMMENT
LOW	example-servers/elixir/phoenix/assets/js/app.js	1	// If you want to use Phoenix channels, run `mix help phx.gen.channel`	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	example-servers/python/flask/src/services/openAI.py	73	except json.JSONDecodeError:	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	component/index.html	27	<deep-chat id="chat-element" demo="true" textInput='{"placeholder":{"text": "Welcome to the demo!"}}'></deep-chat>	CODE
LOW	component/src/services/utils/serviceConstants.ts	45	export const PLACEHOLDER_KEY = 'placeholder';	CODE
LOW	component/src/services/ollama/ollamaIO.ts	39	super(deepChat, OLLAMA_BUILD_KEY_VERIFICATION_DETAILS(), OLLAMA_BUILD_HEADERS, {key: 'placeholder'});	CODE
LOW	…onent/src/services/openAI/realtime/openAIRealtimeIO.ts	117	return 'placeholder';	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…nt/src/views/chat/input/buttons/submit/submitButton.ts	175	// on Safari and mobile devices, after triggering submit, immediately restore caret/focus for seamless typing	COMMENT

Excessive Try-Catch Wrapping1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	example-servers/python/flask/src/services/openAI.py	57	print("Error in the retrieved stream chunk:", errorMessage)	CODE

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	example-servers/python/flask/src/services/openAI.py	42		CODE
LOW	example-servers/python/flask/src/services/openAI.py	51		CODE

OvidijusParsiunas/deep-chat

Open-Source Code Quality, Security and Technical Debt Review