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This report presents the forensic synthetic code analysis of enricoros/big-AGI, a TypeScript project with 7,050 GitHub stars. SynthScan v2.0 examined 198,689 lines of code across 1100 source files, recording 564 pattern matches distributed across 15 syntactic categories. The overall adjusted score of 3.5 places this repository in the Likely human-written band.
The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).
This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.
Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.
This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.
The scanner identified 564 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/develop/llm-parameter-sweep/sweep.ts | 550 | function modelOverridesFromInterfaces(interfaces: string[]): Partial<AixAPI_Model> { | CODE |
| LOW | tools/develop/llm-parameter-sweep/sweep.ts | 1213 | function loadExistingDialectResults(filePath: string): DialectReultsByModel | null { | CODE |
| LOW | tools/develop/llm-parameter-sweep/sweep.ts | 1293 | function vendorResultToDialectResults(vendorResult: VendorSweepResult): DialectReultsByModel { | CODE |
| LOW | tools/develop/aix-gemini-antigravity-probe/probe.ts | 34 | function createRecordingTransmitter(): { pt: IParticleTransmitter; log: LogEntry[] } { | CODE |
| LOW | kb/modules/LLM-vendor-integration.md | 32 | export function vendorModelsToModelDescriptions(wireModels: unknown): ModelDescriptionSchema[] { | CODE |
| LOW | kb/modules/AIX-callers-analysis.md | 100 | function messageWasInterruptedAtStart(message: Pick<DMessage, 'generator' | 'fragments'>): boolean { | CODE |
| LOW | src/server/wire.ts | 25 | export async function nonTrpcServerFetchOrThrow(url: string, method: 'GET' | 'POST', headers: HeadersInit, body: object | CODE |
| LOW | src/server/wire.ts | 102 | export function serverCapitalizeFirstLetter(string: string) { | CODE |
| LOW | src/server/posthog/posthog.server.ts | 81 | export async function posthogServerSendException(error: Error | unknown, distinctId: string | undefined, context: { | CODE |
| LOW | src/server/posthog/posthog.client-mock.ts | 19 | export async function posthogServerSendException(): Promise<void> { | CODE |
| LOW | src/common/app.queryclient.ts | 6 | export function reactQueryClientSingleton(): QueryClient { | CODE |
| LOW | src/common/logger/interceptors/logger.unhandled.ts | 8 | export function setupClientUncaughtErrorsLogging(): () => void { | CODE |
| LOW | src/common/logger/interceptors/logger.network.ts | 8 | export function setupClientFetchErrorsLogging(): () => void { | CODE |
| LOW | src/common/logger/hooks/useClientLoggerInterception.ts | 10 | export function useClientLoggerInterception(captureUnhandledErrors: boolean, captureFetchErrors: boolean) { | CODE |
| LOW | src/common/util/timeUtils.ts | 20 | export function prettyTimestampForFilenames(useSeconds: boolean = true) { | CODE |
| LOW | src/common/util/timeUtils.ts | 36 | export function createTimeBucketClassifierEn() { | CODE |
| LOW | src/common/util/fileSystemUtils.ts | 13 | export async function getAllFilesFromDirectoryRecursively(directoryHandle: FileSystemDirectoryHandle): Promise<FileWithH | CODE |
| LOW | src/common/util/fileSystemUtils.ts | 62 | export function getDataTransferFilesOrPromises(items: DataTransferItemList, fallbackAsFiles: boolean): FileOrFileHandleP | CODE |
| LOW | src/common/util/fileSystemUtils.ts | 103 | export async function getFirstFileSystemFileHandle(dataTransfer: DataTransfer): Promise<FileSystemFileHandle | null> { | CODE |
| LOW | src/common/util/objectUtils.ts | 121 | export function objectDeepCloneWithStringLimit(value: unknown, debugCaller: string, maxBytes: number = 2048): unknown { | CODE |
| LOW | src/common/util/objectUtils.ts | 171 | export function objectStringifyWithIndentDepth( | CODE |
| LOW | src/common/util/objectUtils.ts | 258 | export function objectFindLargestStringPaths(obj: unknown, debugCaller: string, topN: number = 5, maxDepth: number = 20) | CODE |
| LOW | src/common/util/storageUtils.ts | 12 | export async function requestPersistentStorageSafe(): Promise<boolean> { | CODE |
| LOW | src/common/util/storageUtils.ts | 46 | export async function estimatePersistentStorageOrThrow(): Promise<{ usageMB: number, quotaMB: number } | null> { | CODE |
| LOW | src/common/util/canvasUtils.ts | 8 | export function canvasToDataURLAndMimeType( | CODE |
| LOW | src/common/util/canvasUtils.ts | 43 | export async function asyncCanvasToBlobWithValidation( | CODE |
| LOW | src/common/util/canvasUtils.ts | 64 | export function renderVideoFrameToNewCanvas(videoElement: HTMLVideoElement): HTMLCanvasElement { | CODE |
| LOW | src/common/util/forceTouchToDoubleClick.ts | 30 | // function initForceTouchToDoubleClick(): void { | COMMENT |
| LOW | src/common/util/clipboardUtils.ts | 31 | export function copyBlobPromiseToClipboard(mimeType: string, blobPromise: Promise<Blob>, typeLabel: string) { | CODE |
| LOW | src/common/util/clipboardUtils.ts | 82 | export function clipboardCopyDOMSelectionOrFallback(containerElement: HTMLElement | null, fallbackText: string, typeLabe | CODE |
| LOW | src/common/util/clipboardUtils.ts | 116 | export function clipboardInterceptCtrlCForCleanup(event: ReactClipboardEvent): boolean { | CODE |
| LOW | src/common/util/webGeolocationUtils.ts | 45 | export async function webGeolocationPermissionState(): Promise< | CODE |
| LOW | src/common/layout/optima/ChromelessFloatingButtons.tsx | 24 | export function ChromelessFloatingButtons() { | CODE |
| LOW | …mmon/layout/optima/panel/MobilePreferencesListItem.tsx | 11 | export function MobilePreferencesListItem(props: { autoClosePanel?: boolean }) { | CODE |
| LOW | …n/layout/optima/scratchclip/useGlobalClipboardSaver.ts | 7 | function isTargetTypicallyEditable(target: EventTarget | null): target is HTMLElement { | CODE |
| LOW | src/common/layout/optima/portals/OptimaPortalsIn.tsx | 67 | function useOptimaPortalTargetElement(targetPortalId: OptimaPortalId) { | CODE |
| LOW | src/common/providers/ProviderBackendCapabilities.tsx | 74 | export function ProviderBackendCapabilities(props: { children: React.ReactNode }) { | CODE |
| LOW | src/common/logic/store-logic-sherpa.ts | 78 | export async function sherpaReconfigureBackendModels() { | CODE |
| LOW | src/common/stores/store-client.ts | 74 | export function deviceCreateRegistrationPayload(): DeviceRegistrationClientPayload { | CODE |
| LOW | src/common/stores/store-ai.ts | 71 | // export function resetAIPreferencesToDefaults(): void { | COMMENT |
| LOW | src/common/stores/metrics/metrics.chatgenerate.ts | 72 | export function metricsPendChatGenerateLg(metrics: DMetricsChatGenerate_Lg | undefined): void { | CODE |
| LOW | src/common/stores/metrics/metrics.chatgenerate.ts | 77 | export function metricsFinishChatGenerateLg(metrics: DMetricsChatGenerate_Lg | undefined, isAborted: boolean): void { | CODE |
| LOW | src/common/stores/metrics/metrics.chatgenerate.ts | 123 | export function metricsChatGenerateLgToMd(metrics: DMetricsChatGenerate_Lg): DMetricsChatGenerate_Md { | CODE |
| LOW | src/common/stores/metrics/metrics.chatgenerate.ts | 155 | export function metricsComputeChatGenerateCostsMd(metrics?: Readonly<DMetricsChatGenerate_Md>, pricing?: DPricingChatGen | CODE |
| LOW | src/common/stores/metrics/metrics.modelservice.ts | 28 | function createServiceMetricsAggregate(): ServiceMetricsAggregate { | CODE |
| LOW | src/common/stores/metrics/store-metrics.ts | 20 | export function metricsStoreAddChatGenerate(costs: MetricsChatGenerateCost_Md, inputTokens: number, outputTokens: number | CODE |
| LOW | src/common/stores/metrics/store-metrics.ts | 24 | export function useCostMetricsForLLMService(serviceId?: DModelsServiceId) { | CODE |
| LOW | src/common/stores/chat/store-chats.ts | 544 | function updateMessagesTokenCounts(messages: DMessage[], forceUpdate: boolean, debugFrom: string): number { | CODE |
| LOW | src/common/stores/chat/store-chats.ts | 597 | export function getConversationSystemPurposeId(conversationId: DConversationId | null): SystemPurposeId | null { | CODE |
| LOW | src/common/stores/chat/chat.tokens.ts | 12 | export function estimateTokensForFragments(llm: DLLM, role: DMessageRole, fragments: DMessageFragment[], addTopGlue: boo | CODE |
| LOW⚡ | src/common/stores/chat/chat.message.ts | 164 | export function createDMessageTextContent(role: DMessageRole, text: string): DMessage { | CODE |
| LOW⚡ | src/common/stores/chat/chat.message.ts | 168 | export function createDMessagePlaceholderIncomplete(role: DMessageRole, placeholderText: string): DMessage { | CODE |
| LOW⚡ | src/common/stores/chat/chat.message.ts | 175 | export function createDMessageFromFragments(role: DMessageRole, fragments: DMessageFragment[]): DMessage { | CODE |
| LOW | src/common/stores/chat/chat.message.ts | 227 | export function duplicateDMessageMetadata(metadata: Readonly<DMessageMetadata>): DMessageMetadata { | CODE |
| LOW | src/common/stores/chat/chat.message.ts | 242 | export function duplicateDMessageGenerator(generator: Readonly<DMessageGenerator>): DMessageGenerator { | CODE |
| LOW | src/common/stores/chat/chat.message.ts | 272 | export function messageWasInterruptedAtStart(message: Pick<DMessage, 'generator' | 'fragments'>): boolean { | CODE |
| LOW | src/common/stores/chat/chat.message.ts | 277 | // export function messageOnlyContainsPlaceholder(message: Pick<DMessage, 'fragments'>): boolean { | COMMENT |
| LOW | src/common/stores/chat/chat.message.ts | 331 | export function messageFragmentsReduceText(fragments: Immutable<DMessageFragment[]>, fragmentSeparator: string = '\n\n', | CODE |
| LOW⚡ | src/common/stores/chat/chat.fragments.ts | 357 | export function isContentOrAttachmentFragment(fragment: DMessageFragment) { | CODE |
| LOW⚡ | src/common/stores/chat/chat.fragments.ts | 366 | export function isVoidAnnotationsFragment(fragment: DMessageFragment): fragment is DVoidFragmentModelAnnotations { | CODE |
| 211 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | next.config.ts | 101 | { source: '/a/ph/array/:path*', destination: 'https://us-assets.i.posthog.com/array/:path*' }, | COMMENT |
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 181 | #if [ -f ".idea/dataSources.xml" ]; then | COMMENT |
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 201 | #local xml_count=0 | COMMENT |
| LOW | …develop/gen-icon-sprites/VendorIconSprite.template.tsx | 1 | // /** | COMMENT |
| LOW | …develop/gen-icon-sprites/VendorIconSprite.template.tsx | 21 | // * Mount once in the app root (ProviderTheming) - all `<use href="#vi-...">` references resolve from here. | COMMENT |
| LOW | …develop/gen-icon-sprites/VendorIconSprite.template.tsx | 41 | // * Near-zero per-instance cost - no Emotion/styled-components. | COMMENT |
| LOW | …develop/gen-icon-sprites/VendorIconSprite.template.tsx | 61 | // // if (sx.ml !== undefined) s.marginLeft = typeof sx.ml === 'number' ? sx.ml * 8 : sx.ml; | COMMENT |
| LOW | …develop/gen-icon-sprites/VendorIconSprite.template.tsx | 81 | // // fill: 'currentColor', | COMMENT |
| LOW | .github/dependabot.yml | 21 | # - package-ecosystem: npm | COMMENT |
| LOW | .github/dependabot.yml | 41 | # versions: [">=5.0.7", "<6"] | COMMENT |
| LOW | .github/dependabot.yml | 61 | # patterns: | COMMENT |
| LOW | pages/_document.tsx | 81 | MyDocument.getInitialProps = async (ctx: DocumentContext) => { | COMMENT |
| LOW | src/common/app.nav.ts | 101 | hideDrawer: true, | COMMENT |
| LOW | src/common/app.nav.ts | 121 | // route: '/cortex', | COMMENT |
| LOW | src/common/util/urlUtils.ts | 141 | return text.match(urlRegex) || []; | COMMENT |
| LOW | src/common/util/urlUtils.ts | 161 | // export function updateParam(key: string, value: string): void { | COMMENT |
| LOW | src/common/util/urlUtils.ts | 181 | // console.error('[DEV] SearchParams: error parsing URL:', error); | COMMENT |
| LOW | src/common/util/viewTransitionUtils.ts | 1 | // import { flushSync } from 'react-dom'; | COMMENT |
| LOW | src/common/util/viewTransitionUtils.ts | 21 | // } | COMMENT |
| LOW | src/common/util/animUtils.ts | 321 | 50% { | COMMENT |
| LOW | src/common/util/animUtils.ts | 341 | // `; | COMMENT |
| LOW | src/common/util/animUtils.ts | 361 | // } | COMMENT |
| LOW | src/common/util/animUtils.ts | 381 | // box-shadow: -12px 32px 24px 0 rgba(11, 107, 203, 0.2); | COMMENT |
| LOW | src/common/util/stateUtils.tsx | 1 | // import * as React from 'react'; | COMMENT |
| LOW | src/common/util/stateUtils.tsx | 21 | // {props.children} | COMMENT |
| LOW | src/common/util/forceTouchToDoubleClick.ts | 1 | // /** | COMMENT |
| LOW | src/common/util/forceTouchToDoubleClick.ts | 21 | // (_forceTouchSupported ??= typeof MouseEvent !== 'undefined' && 'webkitForce' in MouseEvent.prototype); | COMMENT |
| LOW | src/common/util/forceTouchToDoubleClick.ts | 41 | // // Force touch → synthetic double-click | COMMENT |
| LOW | src/common/util/eventUtils.ts | 1 | // /** | COMMENT |
| LOW | src/common/util/eventUtils.ts | 21 | // return () => target.removeEventListener(eventType, listener); | COMMENT |
| LOW | src/common/util/downloadUtils.ts | 21 | const url = URL.createObjectURL(blob); | COMMENT |
| LOW | src/common/util/downloadUtils.ts | 41 | // */ | COMMENT |
| LOW | …c/common/util/mediasession/useMediaSessionCallbacks.ts | 1 | // import * as React from 'react'; | COMMENT |
| LOW | …c/common/util/mediasession/useMediaSessionCallbacks.ts | 21 | // }, [stableHandlers]); | COMMENT |
| LOW | src/common/util/mediasession/MediaSessionManager.ts | 1 | // type MediaSessionAction = 'play' | 'pause' | 'stop' | 'seekbackward' | 'seekforward' | 'previoustrack' | 'nexttrack'; | COMMENT |
| LOW | src/common/util/mediasession/MediaSessionManager.ts | 21 | // console.warn('Media Session API is not supported in this browser.'); | COMMENT |
| LOW | src/common/util/mediasession/MediaSessionManager.ts | 41 | // public unregisterComponent(handlers: MediaSessionCallbacks): void { | COMMENT |
| LOW | src/common/util/mediasession/MediaSessionManager.ts | 61 | // if (!navigator.mediaSession.metadata) | COMMENT |
| LOW | src/common/util/mediasession/MediaSessionManager.ts | 81 | // | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 161 | COMMENT | |
| LOW | src/common/util/audio/AudioGenerator.ts | 441 | // interface TR909Options { | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 461 | // | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 481 | // oToneFilter.connect(compressor); | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 501 | // | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 521 | // nHighpassFilter.frequency.setValueAtTime(2000, now); | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 541 | // const now = ctx.currentTime; | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 561 | // noise.start(now); | COMMENT |
| LOW | src/common/util/audio/AudioGenerator.ts | 581 | // createEnvelope(ctx, n2gain.gain, 0.02, decay - 0.02, 0.1, 0.05); | COMMENT |
| LOW | src/common/layout/withLayout.tsx | 61 | // return <OptimaLayout {...rest}>{children}</OptimaLayout>; | COMMENT |
| LOW | src/common/layout/overlays/store-layout-overlays.ts | 121 | ], | COMMENT |
| LOW | src/common/logic/ProcessingQueue.ts | 181 | COMMENT | |
| LOW | src/common/stores/llms/llms.parameters.ts | 361 | // when undefined, the model chooses automatically | COMMENT |
| LOW | src/common/stores/llms/model.domains.registry.ts | 61 | }; | COMMENT |
| LOW | src/common/stores/llms/model.domains.registry.ts | 81 | // | COMMENT |
| LOW | src/common/stores/llms/llms.types.ts | 321 | // Future changes? | COMMENT |
| LOW | src/common/stores/llms/llms.types.ts | 341 | // mimeTypes?: string[]; | COMMENT |
| LOW | src/common/attachment-drafts/attachment.mimetypes.ts | 181 | // - Images are first scaled to fit within a 2048 x 2048 square (if larger), maintaining their aspect ratio. | COMMENT |
| LOW | src/common/attachment-drafts/attachment.mimetypes.ts | 201 | // - Supported Video formats: | COMMENT |
| LOW | …nt-drafts/attachment-sources/useWebAttachmentModal.tsx | 101 | if (!cleanUrls.length) { | COMMENT |
| LOW | src/common/components/useDebouncer.ts | 1 | // import * as React from 'react'; | COMMENT |
| 155 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .claude/commands/code/grep-history.md | 25 | ### Step 1: Resolve the ancestor commit | COMMENT |
| LOW⚡ | .claude/commands/code/grep-history.md | 39 | ### Step 2: Run pickaxe search | COMMENT |
| LOW⚡ | .claude/commands/code/grep-history.md | 48 | ### Step 3: Check endpoints | COMMENT |
| LOW⚡ | .claude/commands/code/grep-history.md | 57 | ### Step 4: Report | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 8 | ## Step 1: Determine Version | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 12 | ## Step 2: Gather Context | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 20 | ## Step 3: Update Files | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 40 | ## Step 4: README | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 48 | ## Step 5: Git Operations | COMMENT |
| LOW⚡ | .claude/commands/rel/release-open.md | 56 | ## Step 6: GitHub Release | COMMENT |
| LOW | .claude/commands/rel/release-open.md | 88 | ## Step 7: Changelog (big-agi.com/changes) | COMMENT |
| LOW | .claude/commands/rel/release-open.md | 95 | ## Step 8: Announcements | COMMENT |
| LOW | .claude/commands/rel/release-open.md | 119 | ## Step 9: Cover Image Prompts | COMMENT |
| LOW | docs/config-azure-openai.md | 58 | ### Step 1: Azure Account & Subscription | COMMENT |
| LOW | docs/config-azure-openai.md | 67 | ### Step 2: Create Azure OpenAI Resource | COMMENT |
| LOW | docs/config-azure-openai.md | 92 | ### Step 3: Deploy Models | COMMENT |
| LOW⚡ | docs/deploy-cloudflare.md | 23 | ## Step 1: Repository Forking | COMMENT |
| LOW⚡ | docs/deploy-cloudflare.md | 27 | ## Step 2: Linking Cloudflare Pages to Your GitHub Account | COMMENT |
| LOW⚡ | docs/deploy-cloudflare.md | 33 | ## Step 3: Configuring Build and Deployments | COMMENT |
| LOW | docs/deploy-cloudflare.md | 44 | ## Step 4: Monitoring the Deployment Process | COMMENT |
| LOW | docs/deploy-cloudflare.md | 49 | ## Step 5: Required: Set the `nodejs_compat` compatibility flag | COMMENT |
| LOW⚡ | docs/deploy-k8s.md | 8 | ### Step 1: Clone the big-AGI repository | COMMENT |
| LOW⚡ | docs/deploy-k8s.md | 15 | ### Step 2: Create the namespace | COMMENT |
| LOW⚡ | docs/deploy-k8s.md | 21 | ### Step 3: Fill in the key information into env-secret.yaml | COMMENT |
| LOW | docs/deploy-k8s.md | 34 | ### Step 4: Deploying Kubernetes Resources | COMMENT |
| LOW | docs/deploy-k8s.md | 40 | ### Step 5: Verifying the Resource Statuses | COMMENT |
| LOW | docs/deploy-k8s.md | 54 | ### Step 6: Testing the Service | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 40 | // // Step 1: Load the latest version of the file | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 45 | // // Step 2: Generate patch | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 50 | // // Step 3: Apply patch and check if it succeeds | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 53 | // // Step 4: Success - user can decide to proceed | COMMENT |
| LOW | …atch/wiretypes/_upstream/gemini.deep-research.guide.md | 115 | ### Step 1: Request a plan | COMMENT |
| LOW | …atch/wiretypes/_upstream/gemini.deep-research.guide.md | 178 | ### Step 2: Refine the plan (optional) | COMMENT |
| LOW | …atch/wiretypes/_upstream/gemini.deep-research.guide.md | 240 | ### Step 3: Approve and execute | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | src/common/stores/chat/chat.message.ts | 30 | // Session metadata for multi-turn agentic sessions was considered here (see commit 3cd38f47) | COMMENT |
| MEDIUM | src/common/stores/llms/model.domains.editorial.ts | 91 | { vendor: 'openai', modelId: 'gpt-5.6-sol' }, // 2026-07-09 GA - "strongest yet for agentic coding"; codex still | CODE |
| MEDIUM | src/modules/llms/server/gemini/gemini.models.ts | 247 | // First "point one" update - introduces 'medium' thinking level, improved agentic coding | COMMENT |
| MEDIUM | src/modules/llms/server/openai/models/cohere.models.ts | 37 | // chatPrice is set only where Cohere publishes per-token prices; newer/agentic models are | COMMENT |
| MEDIUM | src/modules/llms/server/openai/models/cohere.models.ts | 97 | // North Mini Code - agentic coding (North platform) | COMMENT |
| MEDIUM | …c/modules/llms/server/openai/models/cerebras.models.ts | 74 | // Z.ai GLM 4.7 - agentic coding, strong tool use (~1,000 tok/s). Preview. | COMMENT |
| MEDIUM | src/modules/llms/server/openai/models/alibaba.models.ts | 75 | interfaces: [LLM_IF_OAI_Chat, LLM_IF_OAI_Fn], // coding/agentic; non-thinking | CODE |
| MEDIUM | src/modules/llms/server/openai/models/openai.models.ts | 25 | // on a trivial prompt); each request adds ~1.7K billed input tokens of orchestration scaffold; background mode su | COMMENT |
| MEDIUM | …atch/wiretypes/_upstream/gemini.deep-research.guide.md | 1109 | Pricing follows a [pay-as-you-go model](https://ai.google.dev/gemini-api/docs/pricing#pricing-for-agents) based on the u | CODE |
| MEDIUM | …atch/wiretypes/_upstream/gemini.deep-research.guide.md | 1109 | Pricing follows a [pay-as-you-go model](https://ai.google.dev/gemini-api/docs/pricing#pricing-for-agents) based on the u | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | tools/develop/worktrees/create-dev-worktree.sh | 275 | # Handle --materialize flag: bring an EXISTING worktree (e.g. created by an AI | COMMENT |
| HIGH | …ules/aix/server/dispatch/wiretypes/openai.wiretypes.ts | 917 | // Control the content-moderation level for images generated by GPT Image models. | COMMENT |
| HIGH | …/message/fragments-content/BlockPartHostedResource.tsx | 219 | From now on, files generated by Claude tools (code execution, etc.) will be automatically downloaded and embed | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | tools/develop/gen-icon-sprites/generate-llm-sprites.ts | 34 | // ── Step 1: Parse vendor registry (vendorId → component name → file) ────────── | COMMENT |
| MEDIUM | tools/develop/gen-icon-sprites/generate-llm-sprites.ts | 64 | // ── Step 2: Parse a vendor icon .tsx file ───────────────────────────────────── | COMMENT |
| MEDIUM | tools/develop/gen-icon-sprites/generate-llm-sprites.ts | 99 | // ── Step 3: Build <symbol> JSX for one vendor ───────────────────────────────── | COMMENT |
| MEDIUM | tools/develop/gen-icon-sprites/generate-llm-sprites.ts | 145 | // ── Step 4: Generate output by replacing template placeholders ──────────────── | COMMENT |
| MEDIUM | tools/develop/gen-icon-sprites/generate-llm-sprites.ts | 165 | // ── Main ────────────────────────────────────────────────────────────────────── | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | src/modules/3rdparty/aider/wholeFilePrompts.ts | 56 | print(f"Hey {{name}}") | CODE |
| HIGH | src/modules/3rdparty/aider/editBlockPrompts.ts | 159 | print("hello") | CODE |
| HIGH | src/modules/3rdparty/aider/editBlockPrompts.ts | 169 | print("hello") | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 407 | # Check if trying to remove the main branch | COMMENT |
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 456 | # Check if branch exists | COMMENT |
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 654 | # Check if branch already exists | COMMENT |
| LOW | tools/develop/worktrees/create-dev-worktree.sh | 662 | # Check if worktree already exists | COMMENT |
| LOW | tools/ai/repo-structure.sh | 31 | # Check if we're in a git repository | COMMENT |
| LOW | tools/ai/repo-structure.sh | 76 | # Check if TMP_FILE is empty after filtering | COMMENT |
| LOW | tools/ai/repo-structure.sh | 117 | # Check if we've already processed this directory | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 40 | // // Step 1: Load the latest version of the file | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 45 | // // Step 2: Generate patch | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 50 | // // Step 3: Apply patch and check if it succeeds | COMMENT |
| LOW⚡ | …ocks/enhanced-code/livefile-patch/useLiveFilePatch.tsx | 53 | // // Step 4: Success - user can decide to proceed | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | tools/develop/worktrees/create-dev-worktree.sh | 685 | # Create the worktree with a new branch at the selected source ref | COMMENT |
| MEDIUM | docs/docker/docker-compose-browserless.yaml | 1 | # This file is used to run `big-AGI` and `browserless` with Docker Compose. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | src/common/stores/chat/chat.tokens.ts | 64 | // TODO: implement this properly - as we don't have resolutions in the part(!) - and this could be really expens | COMMENT |
| LOW | src/common/stores/chat/chat.tokens.ts | 85 | // TODO: implement this properly - as we don't have resolutions in the part(!) - and this could be really expens | COMMENT |
| LOW | …erver/dispatch/chatGenerate/ChatGenerateTransmitter.ts | 68 | // TODO: implement throttling on a particle basis | COMMENT |
| LOW | …c/modules/aix/client/aix.client.chatGenerateRequest.ts | 570 | // TODO: implement mid-chat system messages if needed | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | docs/config-azure-openai.md | 32 | AZURE_OPENAI_API_KEY=your-api-key | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | src/common/util/webGeolocationUtils.ts | 130 | // TODO: use a robust geocoding service | COMMENT |
| MEDIUM | …patch/chatGenerate/adapters/anthropic.messageCreate.ts | 17 | const hotFixAntSeparateContiguousThinkingBlocks = true; // Interleave continuous thinking blocks (without aText) with th | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/develop/aix-gemini-antigravity-probe/examples.sh | 5 | # Usage: | COMMENT |
| LOW | src/common/util/idbUtils.ts | 314 | // Example usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | src/apps/chat/components/composer/Composer.tsx | 934 | <span className={speechInterimResult.interimTranscript === PLACEHOLDER_INTERIM_TRANSCRIPT ? 'place | CODE |