3.1

Adjusted Signal

3.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

38.0K

Stars

Rust

Language

536.2K

Lines of Code

5.4K

Files

1.1K

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 8.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 830 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 26 finding(s).

Agent Over-Engineering Ratio 7.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 415 finding(s).

PR Review Velocity Impact 14.0/100 · LOW

Which changes need focused human review? 1075 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 2HIGH 16MEDIUM 222LOW 835

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 1075 distinct pattern matches across 17 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.

Decorative Section Separators204 hits · 616 pts

Severity	File	Line	Snippet	Context
MEDIUM	…enerate_image/providers/artcraft/gpt_image_1p5/cost.rs	140	// ── Default (None → High) ─────────────────────────────────────────────────	COMMENT
MEDIUM	…enerate_image/providers/artcraft/gpt_image_1p5/cost.rs	157	// ── Low ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…enerate_image/providers/artcraft/gpt_image_1p5/cost.rs	168	// ── Medium ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…enerate_image/providers/artcraft/gpt_image_1p5/cost.rs	182	// ── High ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_1/cost.rs	150	// ── Default (High square) → 17¢ ───────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_1/cost.rs	158	// ── Low → 2¢ all sizes ────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_1/cost.rs	172	// ── Medium ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_1/cost.rs	183	// ── High ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_1/cost.rs	194	// ── Edit mode adds 2¢ per input image ─────────────────────────────────────	COMMENT
MEDIUM	…enerate_image/providers/artcraft/nano_banana_2/cost.rs	82	// ── Default / 1K (8¢) ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…enerate_image/providers/artcraft/nano_banana_2/cost.rs	93	// ── 0.5K (6¢) ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…enerate_image/providers/artcraft/nano_banana_2/cost.rs	101	// ── 2K (12¢) ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…enerate_image/providers/artcraft/nano_banana_2/cost.rs	109	// ── 3K falls back to 2K pricing ────────────────────────────────────────────	COMMENT
MEDIUM⚡	…enerate_image/providers/artcraft/nano_banana_2/cost.rs	116	// ── 4K (16¢) ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_2/cost.rs	155	// ── Low (1¢ all sizes) ────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_2/cost.rs	169	// ── Medium ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/generate_image/providers/artcraft/gpt_image_2/cost.rs	195	// ── High ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…erate_image/providers/artcraft/nano_banana_pro/cost.rs	71	// ── ≤2K → 15¢/image ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…erate_image/providers/artcraft/nano_banana_pro/cost.rs	88	// ── 4K → 30¢/image ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…erate_image/providers/artcraft/nano_banana_pro/cost.rs	99	// ── 3K and legacy resolutions fall back to 15¢ ─────────────────────────────	COMMENT
MEDIUM	…ideo/providers/artcraft/grok_imagine_video_1p5/cost.rs	137	// ── Markup correctness ─────────────────────────────────────────────────	COMMENT
MEDIUM	…ideo/providers/artcraft/grok_imagine_video_1p5/cost.rs	234	// ── Relative pricing / monotonicity sanity ─────────────────────────────	COMMENT
MEDIUM	…ideo/providers/artcraft/grok_imagine_video_1p5/cost.rs	281	// ── End-to-end through the public builder API ──────────────────────────	COMMENT
MEDIUM	…ideo/providers/artcraft/grok_imagine_video_1p5/cost.rs	341	// ── Helpers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ideo/providers/grok_api/grok_imagine_video_1p5/cost.rs	291	// ── No-image rejection (defense in depth) ─────────────────────────────	COMMENT
MEDIUM	…bs/model-list/src/lib/loader/buildModelsFromListing.ts	34	// ── Structural shapes of the backend listing (subset we read) ──────────────	COMMENT
MEDIUM	…bs/model-list/src/lib/loader/buildModelsFromListing.ts	84	// ── Public builders ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…bs/model-list/src/lib/loader/buildModelsFromListing.ts	98	// ── Core assembly ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…bs/model-list/src/lib/loader/buildModelsFromListing.ts	303	// ── Helpers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	22	// ── Request params ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	42	// ── Request builder ──────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	95	// ── Enqueue generation ───────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	139	// ── Cost estimate hook ───────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-hooks.ts	18	// ── Error notifier ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-hooks.ts	32	// ── Singleton caches (fetch once per session) ────────────────────────────	COMMENT
MEDIUM	frontend/libs/omni-gen/src/lib/omni-gen-hooks.ts	219	// ── Hooks ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…dal/src/lib/UploadModal3D/utilities/convertFbxToGlb.ts	34	// ─── worker plumbing ──────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	33	// ── Global (app-wide) ─────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	48	// ── PageScene: camera (continuous, held) ──────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	60	// ── PageScene: transform ──────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	68	// ── PageScene: view ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	81	// ── PageScene: selection ──────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	91	// ── PageScene: edit ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	109	// ── PageScene: timeline ───────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	159	// ── PageScene: record ─────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	178	// ── PageDraw (2D editor) ──────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	203	// ── Moodboard ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	232	// ── Moodboard grid (board library, item inspector, presentation) ─────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	273	// ── availability ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/libs/components/keybinds/src/lib/registry.ts	307	// ── builders ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	324	// ── Preset dropdown ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	450	// ── Search fields ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	584	// ── Sections ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	810	// ── Rows ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	954	// ── Bits ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/keybinds/src/lib/settings/KeybindsSettings.tsx	976	// ── Icons (thin-line, currentColor; keeps the lib dependency-free) ────────────	COMMENT
MEDIUM	…omponents/audio-player/src/lib/WaveformAudioPlayer.tsx	71	// ── Audio element (owns playback in both wave and fallback modes) ──────	COMMENT
MEDIUM	…omponents/audio-player/src/lib/WaveformAudioPlayer.tsx	115	// ── Wavesurfer visualization (lazy: only once scrolled into view) ──────	COMMENT
MEDIUM	…omponents/audio-player/src/lib/WaveformAudioPlayer.tsx	206	// ── Handlers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nd/libs/components/gallery-modal/src/lib/galleryDnd.ts	37	// ── Drag preview (floating chip that follows cursor) ─────────────────────────	COMMENT
144 more matches not shown…

Over-Commented Block504 hits · 504 pts

Severity	File	Line	Snippet	Context
LOW	rustfmt.toml	1	# Storyteller rustfmt rules	COMMENT
LOW	rustfmt.toml	21	# # (This is commented out for now to reduce the first round of rustfmt diffs, but will be enabled.)	COMMENT
LOW	…sktop/artcraft/src/core/state/task_database_version.rs	1		COMMENT
LOW	crates/desktop/artcraft/src/core/state/expanduser.rs	21	// s if s.starts_with("~") => {	COMMENT
LOW	…e/state/app_preferences/preferred_download_filename.rs	1	use chrono::{DateTime, Datelike, Local, Timelike};	COMMENT
LOW	…e/state/app_preferences/preferred_download_filename.rs	21	///	COMMENT
LOW	…sktop/artcraft/src/core/commands/response/shorthand.rs	1	use crate::core::commands::response::failure_response_wrapper::CommandErrorResponseWrapper;	COMMENT
LOW	…sktop/artcraft/src/core/commands/response/shorthand.rs	21	// - set_fal_api_key_command	COMMENT
LOW	…/image_to_object/enqueue_image_to_3d_object_command.rs	41	/// as a Tauri event on task completion.	COMMENT
LOW	…image_to_gaussian/enqueue_image_to_gaussian_command.rs	61	/// OPTIONAL.	COMMENT
LOW	…image_to_gaussian/worldlabs/handle_worldlabs_marble.rs	161	//	COMMENT
LOW	…image_to_gaussian/worldlabs/handle_worldlabs_marble.rs	181	// max: MAX_IMAGES as u32,	COMMENT
LOW	…image_to_gaussian/worldlabs/handle_worldlabs_marble.rs	201	// let extension_with_dot = get_url_file_extension(media_file_url)	COMMENT
LOW	…image_to_gaussian/worldlabs/handle_worldlabs_marble.rs	221	// if let Some(errors) = maybe_errors {	COMMENT
LOW	…e/image_bg_removal/enqueue_image_bg_removal_command.rs	41		COMMENT
LOW	…/commands/generate/generate_image/tauri_image_model.rs	1	use serde_derive::Deserialize;	COMMENT
LOW	…/commands/generate/generate_image/tauri_image_model.rs	41	#[serde(rename = "nano_banana")]	COMMENT
LOW	…/generate/generate_image/providers/grok/handle_grok.rs	21	) -> Result<TaskEnqueueSuccess, GenerateError> {	COMMENT
LOW	…recated/image_inpaint/enqueue_image_inpaint_command.rs	101	/// Tends to be used by OpenAI models.	COMMENT
LOW	…t/artcraft/handle_artcraft_flux_pro_kontext_inpaint.rs	61	// &app_env_configs.storyteller_host,	COMMENT
LOW	…ds/deprecated/image_edit/enqueue_edit_image_command.rs	141		COMMENT
LOW	…recated/text_to_image/enqueue_text_to_image_command.rs	41	/// This is used in the Tauri command bridge.	COMMENT
LOW	…recated/text_to_image/enqueue_text_to_image_command.rs	121	/// Reference images (without semantics)	COMMENT
LOW	…/commands/deprecated/text_to_image/grok/handle_grok.rs	21	) -> Result<TaskEnqueueSuccess, GenerateError> {	COMMENT
LOW	…p/artcraft/src/core/events/generation_events/common.rs	101	// TODO: Should be Kling16Pro	COMMENT
LOW	…k_video_task_polling/grok_video_task_polling_thread.rs	361	// Some(storyteller_creds),	COMMENT
LOW	…/windows/grok_login_window/grok_login_window_thread.rs	141		COMMENT
LOW	…sk_polling_thread/handle_storyteller_successful_job.rs	101		COMMENT
LOW	…sk_polling_thread/handle_storyteller_successful_job.rs	121		COMMENT
LOW	crates/testing/test_utils/src/lib.rs	1	//! testing	COMMENT
LOW	crates/testing/test_utils/src/lib.rs	21	#![forbid(unused_variables)]	COMMENT
LOW	crates/testing/test_data/src/lib.rs	1	//! A library with test data for our test cases.	COMMENT
LOW	crates/schema/database/sqlite_tasks/src/lib.rs	1	//! sqlite_tasks	COMMENT
LOW	crates/schema/public/enums/src/lib.rs	1	//! enums	COMMENT
LOW	…schema/public/enums/src/tauri/tasks/task_model_type.rs	21	// NB: For inpainting for now	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	1	use std::collections::BTreeSet;	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	21	GenerationEnqueueSuccessEvent,	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	41	/// Informational event:	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	61	/// Special event:	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	81	/// Special event:	COMMENT
LOW	…s/schema/public/enums/src/tauri/ux/tauri_event_name.rs	301	#[test]	COMMENT
LOW	…hema/public/enums/src/tauri/ux/tauri_command_caller.rs	141	// Test to_str(), from_str(), Display, and Debug.	COMMENT
LOW	…enums/src/by_table/email_sender_jobs/email_category.rs	1	use std::collections::BTreeSet;	COMMENT
LOW	…public/enums/src/by_table/user_ratings/rating_value.rs	1	#[cfg(test)]	COMMENT
LOW	…nums/src/by_table/generic_synthetic_ids/id_category.rs	1	use std::collections::BTreeSet;	COMMENT
LOW	…nums/src/by_table/generic_synthetic_ids/id_category.rs	41	#[serde(rename = "mocap")]	COMMENT
LOW	…c/enums/src/by_table/media_files/media_file_subtype.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…c/enums/src/by_table/media_files/media_file_subtype.rs	21	#[serde(rename_all = "snake_case")]	COMMENT
LOW	…able/media_files/media_file_origin_product_category.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…able/media_files/media_file_origin_product_category.rs	21	/// DO NOT CHANGE VALUES WITHOUT A MIGRATION STRATEGY.	COMMENT
LOW	…c/by_table/media_files/media_file_origin_model_type.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…src/by_table/media_files/media_file_origin_category.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…blic/enums/src/by_table/media_files/media_file_type.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…blic/enums/src/by_table/media_files/media_file_type.rs	21	#[serde(rename_all = "snake_case")]	COMMENT
LOW	…lic/enums/src/by_table/media_files/media_file_class.rs	1	// Deprecated model variants (e.g. the Seedance 2.0 Ultra tier) must keep	COMMENT
LOW	…ms/src/by_table/media_files/media_file_project_type.rs	1	use std::collections::BTreeSet;	COMMENT
LOW	…ms/src/by_table/media_files/media_file_project_type.rs	21	pub enum MediaFileProjectType {	COMMENT
LOW	…y_table/generic_download_jobs/generic_download_type.rs	1	use std::collections::BTreeSet;	COMMENT
LOW	…y_table/generic_download_jobs/generic_download_type.rs	21	/// NB: Note - this is hifigan for Tacotron2.	COMMENT
LOW	…y_table/generic_download_jobs/generic_download_type.rs	41	//MelGanVocodes,	COMMENT
444 more matches not shown…

Hyper-Verbose Identifiers196 hits · 197 pts

Severity	File	Line	Snippet	Context
LOW	…equests/auth_sentinel_2/metadata/python_impl/config.py	35	"unregisterProtocolHandler−function unregisterProtocolHandler() { [native code] }",	CODE
LOW	…equests/auth_sentinel_2/metadata/python_impl/config.py	73	"requestMediaKeySystemAccess−function requestMediaKeySystemAccess() { [native code] }",	CODE
LOW	…penai_sora_client/src/requests/auth_sentinel/config.rs	37	// "unregisterProtocolHandler−function unregisterProtocolHandler() { [native code] }",	COMMENT
LOW	…penai_sora_client/src/requests/auth_sentinel/config.rs	75	// "requestMediaKeySystemAccess−function requestMediaKeySystemAccess() { [native code] }",	COMMENT
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	97	def _try_curl_with_different_ua(self) -> bytes:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	133	def _try_requests_with_session(self) -> bytes:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	216	def _try_alternative_endpoints(self) -> bytes:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	316	def generate_browser_fingerprint(self) -> str:	CODE
LOW	…end/libs/markdown-content/src/lib/markdown-content.tsx	4	export function StorytellerMarkdownContent() {	CODE
LOW	…ontend/libs/model-list/src/lib/classes/videoOptions.ts	14	export function resolveVideoGenerationCount(model: VideoModel, current: number): number {	CODE
LOW	frontend/libs/tauri-utils/src/lib/useWindowControls.ts	81	export async function toggleMaximizeCurrentWindow() {	CODE
LOW	…ng-modal/src/lib/convert/videoStoreToGenerationMode.ts	4	export function videoStoreToGenerationMode(	CODE
LOW	…modal/src/lib/convert/stringToCommonVideoResolution.ts	13	export function stringToCommonVideoResolution(	CODE
LOW	…-modal/src/lib/convert/videoModelToCommonVideoModel.ts	12	export function videoModelToCommonVideoModel(	CODE
LOW	…ng-modal/src/lib/convert/imageStoreToGenerationMode.ts	4	export function imageStoreToGenerationMode(	CODE
LOW	…src/lib/convert/videoAspectRatioToCommonAspectRatio.ts	5	export function videoAspectRatioToCommonAspectRatio(	CODE
LOW	…src/lib/convert/imageAspectRatioToCommonAspectRatio.ts	14	export function imageAspectRatioToCommonAspectRatio(	CODE
LOW	…-modal/src/lib/convert/imageModelToCommonImageModel.ts	12	export function imageModelToCommonImageModel(	CODE
LOW	…ib/UploadModal3D/utilities/readGlbAnimationDuration.ts	8	export async function readGlbAnimationDurationMillis(	CODE
LOW	frontend/libs/components/keybinds/src/lib/matcher.ts	57	export function isEventFromEditableElement(e: KeyboardEvent): boolean {	CODE
LOW	…ents/audio-player/src/lib/audio-playback-controller.ts	37	export function resetAudioPlaybackControllerForTests(): void {	CODE
LOW	…nd/libs/components/gallery-modal/src/lib/galleryDnd.ts	69	function updateDragPreviewPosition(x: number, y: number) {	CODE
LOW	…g-modal/src/lib/others/GenericProviderBillingBlock.tsx	7	export function GenericProviderBillingBlock({	CODE
LOW	…/components/pagedraw/src/lib/utilities/imageHelpers.ts	14	export async function loadImageFromAnonymousOriginUrl(url: string) {	CODE
LOW	…d/libs/components/popover/src/lib/group-model-items.ts	70	function compareModelLabelsNewestFirst(a: PopoverItem, b: PopoverItem): number {	CODE
LOW	…omponents/promptbox/src/lib/common/AspectRatioIcon.tsx	88	function commonAspectRatioToProportions(	CODE
LOW	…bs/components/pagescene/src/lib/engine/FindSurfaces.js	174	export function getDebugSurfaceIdMaterial() {	CODE
LOW	…mponents/moodboard/src/lib/persistence/canvasBridge.ts	95	export function restoreLiveCanvasForBoard(boardId: string \| null): void {	CODE
LOW	…mponents/moodboard/src/lib/persistence/canvasBridge.ts	103	export function switchCanvasBetweenBoards({	CODE
LOW	…/components/moodboard/src/lib/persistence/documents.ts	46	export function serializeMoodboardDocument({	CODE
LOW	…/components/moodboard/src/lib/persistence/documents.ts	64	export function deserializeMoodboardDocument(	CODE
LOW	…/components/moodboard/src/lib/persistence/documents.ts	113	export function collectUnresolvedMediaTokens(	CODE
LOW	…ponents/moodboard/src/lib/persistence/moodboardSync.ts	268	function seedDirtyFromDurableFlags(userId: string): void {	CODE
LOW	…libs/components/video-editor/src/lib/stickers/index.ts	286	export async function resolveStickerIntrinsicSize({	CODE
LOW	…nents/video-editor/src/lib/stickers/providers/index.ts	11	export function registerDefaultStickerProviders({	CODE
LOW	…anels/properties/hooks/use-keyframed-param-property.ts	31	export function useKeyframedParamProperty({	CODE
LOW	…ponents/video-editor/src/lib/animation/channel-data.ts	51	export function getChannelEntriesFromData({	CODE
LOW	…nents/video-editor/src/lib/animation/graph-channels.ts	29	function getEasingModeForChannelData({	CODE
LOW	…nents/video-editor/src/lib/animation/graph-channels.ts	40	export function getEditableScalarChannels({	CODE
LOW	…ponents/video-editor/src/lib/animation/curve-bridge.ts	25	export function getNormalizedCubicBezierForScalarSegment({	CODE
LOW	…ponents/video-editor/src/lib/animation/curve-bridge.ts	61	export function getCurveHandlesForNormalizedCubicBezier({	CODE
LOW	…bs/components/video-editor/src/lib/animation/bezier.ts	63	export function solveBezierProgressForTime({	CODE
LOW	…video-editor/src/lib/animation/effect-param-channel.ts	63	export function resolveEffectParamsAtTime({	CODE
LOW	…video-editor/src/lib/animation/effect-param-channel.ts	92	export function removeEffectParamKeyframe({	CODE
LOW	…onents/video-editor/src/lib/animation/interpolation.ts	238	export function getScalarSegmentInterpolation({	CODE
LOW	…onents/video-editor/src/lib/animation/interpolation.ts	250	export function getScalarChannelValueAtTime({	CODE
LOW	…onents/video-editor/src/lib/animation/interpolation.ts	360	export function getDiscreteChannelValueAtTime({	CODE
LOW	…s/components/video-editor/src/lib/animation/resolve.ts	43	export function resolveAnimationPathValueAtTime({	CODE
LOW	…s/components/video-editor/src/lib/animation/resolve.ts	54	export function resolveAnimationPathValueAtTime({	CODE
LOW	…s/components/video-editor/src/lib/animation/resolve.ts	65	export function resolveAnimationPathValueAtTime({	CODE
LOW	…s/components/video-editor/src/lib/animation/resolve.ts	76	export function resolveAnimationPathValueAtTime({	CODE
LOW	…s/components/video-editor/src/lib/animation/resolve.ts	87	export function resolveAnimationPathValueAtTime({	CODE
LOW	…nents/video-editor/src/lib/animation/keyframe-query.ts	47	function getChannelKeyframeMatches({	CODE
LOW	…nents/video-editor/src/lib/animation/keyframe-query.ts	68	function getUniqueChannelKeyframeMatches({	CODE
LOW	…nents/video-editor/src/lib/animation/keyframe-query.ts	103	function getPreferredChannelKeyframeMatch({	CODE
LOW	…nents/video-editor/src/lib/animation/keyframe-query.ts	137	function getComposedChannelDataValueAtTime({	CODE
LOW	…ideo-editor/src/lib/animation/graphic-param-channel.ts	43	export function resolveGraphicParamsAtTime({	CODE
LOW	…components/video-editor/src/lib/animation/keyframes.ts	140	function getPrimaryChannelFromData({	CODE
LOW	…components/video-editor/src/lib/animation/keyframes.ts	196	function getInterpolationForComponent({	CODE
LOW	…components/video-editor/src/lib/animation/keyframes.ts	218	function decomposeChannelLayoutValue({	CODE
136 more matches not shown…

Slop Phrases51 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW	frontend/libs/soundboard/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/markdown-content/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/model-list/vite.config.ts	30	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/omni-gen/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/state/subscription/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/state/credits/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/tauri-utils/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/toaster/vite.config.ts	37	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/model-selector/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/tooltip/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/loading/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/settings-modal/vite.config.ts	37	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/pricing-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/upload-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…tend/libs/components/menu-icon-selector/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…nd/libs/components/provider-setup-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/lightbox-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…d/libs/components/action-reminder-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/input/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/gallery-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/slider-v2/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/list-dropdown/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/gravatar/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…/libs/components/provider-billing-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/checkbox/vite.config.ts	30	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/label/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/viewer-3d/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/pricing-table/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/tab-selector/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/popover/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…d/libs/components/camera-settings-modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/promptbox/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/loading-spinner/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/button/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/login-modal/vite.config.ts	37	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/switch/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/file-uploader/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/close-button/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	…tend/libs/components/button-icon-select/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/button-icon/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/select/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/modal/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/help-menu/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/button-dropdown/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/components/badge/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/common/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/tauri-events/vite.config.ts	37	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/api/vite.config.ts	30	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/tauri-api/vite.config.ts	31	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/api-enums/vite.config.ts	30	// Don't forget to update your package.json as well.	COMMENT
LOW	frontend/libs/analytics/google-analytics/vite.config.ts	30	// Don't forget to update your package.json as well.	COMMENT

Magic Placeholder Names13 hits · 65 pts

Severity	File	Line	Snippet	Context
HIGH	_docs/artcraft_omni_api.md	133	Replace `YOUR_API_KEY` with your `artcraft_api_…` secret, and generate a fresh `idempotency_token`	CODE
HIGH	_docs/artcraft_omni_api.md	146	-H "Authorization: Bearer YOUR_API_KEY" \	CODE
HIGH	_docs/artcraft_omni_api.md	165	API_KEY = "YOUR_API_KEY"	CODE
HIGH	_docs/artcraft_omni_api.md	190	const API_KEY = "YOUR_API_KEY";	CODE
HIGH	_docs/artcraft_omni_api.md	223	-H "Authorization: Bearer YOUR_API_KEY" \	CODE
HIGH	_docs/artcraft_omni_api.md	246	API_KEY = "YOUR_API_KEY"	CODE
HIGH	_docs/artcraft_omni_api.md	275	const API_KEY = "YOUR_API_KEY";	CODE
HIGH	_docs/artcraft_omni_api.md	312	-H "Authorization: Bearer YOUR_API_KEY" \	CODE
HIGH	_docs/artcraft_omni_api.md	337	API_KEY = "YOUR_API_KEY"	CODE
HIGH	_docs/artcraft_omni_api.md	368	const API_KEY = "YOUR_API_KEY";	CODE
HIGH	_docs/artcraft_omni_api.md	535	-H "Authorization: Bearer YOUR_API_KEY")	CODE
HIGH	_docs/artcraft_omni_api.md	556	API_KEY = "YOUR_API_KEY"	CODE
HIGH	_docs/artcraft_omni_api.md	585	const API_KEY = "YOUR_API_KEY";	CODE

AI Slop Vocabulary16 hits · 60 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…src/common/responses/media_file_cover_image_details.rs	15	// #[deprecated(note="This field doesn't point to the full URL. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…src/common/responses/media_file_cover_image_details.rs	15	// #[deprecated(note="This field doesn't point to the full URL. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…src/common/responses/media_file_cover_image_details.rs	19	// #[deprecated(note="This points to the bucket. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…src/common/responses/media_file_cover_image_details.rs	19	// #[deprecated(note="This points to the bucket. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM	…tcraft/artcraft_api_defs/src/jobs/list_session_jobs.rs	135	#[deprecated(note="This field doesn't point to the full URL. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…aft_client/src/endpoints/media_files/get_media_file.rs	91	// #[deprecated(note="This field doesn't point to the full URL. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…aft_client/src/endpoints/media_files/get_media_file.rs	91	// #[deprecated(note="This field doesn't point to the full URL. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…aft_client/src/endpoints/media_files/get_media_file.rs	95	// #[deprecated(note="This points to the bucket. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM⚡	…aft_client/src/endpoints/media_files/get_media_file.rs	95	// #[deprecated(note="This points to the bucket. Use media_links instead to leverage the CDN.")]	COMMENT
MEDIUM	…i_web_client/src/generate/audio/generate_suno_sound.rs	34	/// Single hit vs seamless loop.	COMMENT
MEDIUM	…i_web_client/src/generate/audio/generate_suno_sound.rs	46	/// Single hit ("one-shot") vs seamless loop ("loop").	COMMENT
MEDIUM	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	62	// `instanceof SplatMesh` — robust across JSON reload because the	COMMENT
MEDIUM	…/pagescene/src/lib/engine/editor/ViewportController.ts	6	// resolve at call time (so the viewport is robust to construction-order	COMMENT
MEDIUM	…bs/components/moodboard/src/lib/grid/SectionHeader.tsx	17	// ungrouped). Absolutely positioned by the grid, so it spans the content width.	COMMENT
MEDIUM	…d/libs/components/moodboard/src/lib/grid/BoardCard.tsx	47	// One masonry tile. Absolutely positioned by the grid; the card owns only its	COMMENT
MEDIUM	frontend/apps/artcraft/app/src/api/BucketConfig.ts	15	// TODO pipeline works make more robust....	COMMENT

Verbosity Indicators23 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	80	// Step 1: Check job status	COMMENT
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	107	// Step 2: Fetch the response	COMMENT
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	139	// Step 3: Handle completed job	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	61	// Step 1: Prepare upload	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	78	// Step 2: Upload to signed URL	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	91	// Step 3: Generate world	COMMENT
LOW	…ovi_web_client/src/requests/upload_file/upload_file.rs	110	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	121	// Step 2: Read a test image	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	125	// Step 3: Upload	COMMENT
LOW	…ovi_web_client/src/requests/upload_file/upload_file.rs	145	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	156	// Step 2: Read a test image	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	160	// Step 3: Upload	COMMENT
LOW	…b_client/src/requests/generate_video/generate_video.rs	911	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…b_client/src/requests/generate_video/generate_video.rs	922	// Step 2: Read a test image	COMMENT
LOW⚡	…b_client/src/requests/generate_video/generate_video.rs	926	// Step 3: Upload	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	186	// Step 1: forward render the whole scene. Always runs — identical	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	199	// Step 2: selected-only depth -> selectedTarget. Build a keep set	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	228	// Step 3: silhouette overlay quad. Reads selectedTarget.depthTexture,	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	135	// Step 1: Set uploading state (simulate asset upload)	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	138	// Step 2: Fetch the media file info (to get type, etc.)	COMMENT
LOW	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	153	// Step 3: Optionally set the title (rename)	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	169	// Step 4: (Optional) Set cover image if needed (skip if already set)	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	172	// Step 5: Success	COMMENT

Structural Annotation Overuse22 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	80	// Step 1: Check job status	COMMENT
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	107	// Step 2: Fetch the response	COMMENT
LOW	…rty_task_polling_thread/handlers/fal/poll_fal_tasks.rs	139	// Step 3: Handle completed job	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	61	// Step 1: Prepare upload	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	78	// Step 2: Upload to signed URL	COMMENT
LOW	…rc/recipes/upload_image_and_create_world_with_retry.rs	91	// Step 3: Generate world	COMMENT
LOW	…ovi_web_client/src/requests/upload_file/upload_file.rs	110	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	121	// Step 2: Read a test image	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	125	// Step 3: Upload	COMMENT
LOW	…ovi_web_client/src/requests/upload_file/upload_file.rs	145	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	156	// Step 2: Read a test image	COMMENT
LOW⚡	…ovi_web_client/src/requests/upload_file/upload_file.rs	160	// Step 3: Upload	COMMENT
LOW	…b_client/src/requests/generate_video/generate_video.rs	911	// Step 1: Get a signed upload URL	COMMENT
LOW⚡	…b_client/src/requests/generate_video/generate_video.rs	922	// Step 2: Read a test image	COMMENT
LOW⚡	…b_client/src/requests/generate_video/generate_video.rs	926	// Step 3: Upload	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	186	// Step 1: forward render the whole scene. Always runs — identical	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	199	// Step 2: selected-only depth -> selectedTarget. Build a keep set	COMMENT
LOW	…nents/pagescene/src/lib/engine/SelectionOutlinePass.ts	228	// Step 3: silhouette overlay quad. Reads selectedTarget.depthTexture,	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	135	// Step 1: Set uploading state (simulate asset upload)	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	138	// Step 2: Fetch the media file info (to get type, etc.)	COMMENT
LOW	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	153	// Step 3: Optionally set the title (rename)	COMMENT
LOW⚡	…rc/components/reusable/UploadModalMedia/uploadPlane.ts	172	// Step 5: Success	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…mponents/pagescene/src/lib/engine/CustomOutlinePass.js	55	this.fsQuad.material.uniforms.screenSize.value.set(	CODE
CRITICAL	…/src/lib/engine/animation/CharacterAnimationManager.ts	456	return this.editor.activeScene.scene.children.find(	CODE

TODO Padding10 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	…er_client/src/api/requests/worlds/poll_world_status.rs	108	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…r_client/src/api/requests/objects/create_run_object.rs	101	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…c/api/requests/objects/finalize_object_image_upload.rs	107	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…/api/requests/objects/update_run_object_with_upload.rs	132	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…/src/api/requests/objects/begin_object_image_upload.rs	108	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…lient/src/api/requests/objects/create_upload_object.rs	102	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…c/api/requests/objects/update_run_object_with_world.rs	137	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…r_client/src/api/requests/recaption/recaption_image.rs	105	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…edia_posts/create_media_post/grok_create_media_post.rs	119	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT
LOW	…/media_posts/list_media_posts/grok_list_media_posts.rs	127	// TODO: Handle errors (Cloudflare, Grok, etc.)	COMMENT

Excessive Try-Catch Wrapping13 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	…auth_sentinel_2/metadata/python_impl/sentinel_token.py	45	except Exception as err:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	48	except Exception as e:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	92	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	128	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	178	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	208	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	246	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	271	except Exception:	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	492	except Exception as e:	CODE
MEDIUM	script/artcraft/bump_artcraft_desktop_version.py	92	print(f"Error: version argument '{arg}' does not match \\d+\\.\\d+\\.\\d+", file=sys.stderr)	CODE
LOW	script/artcraft/bump_artcraft_desktop_version.py	111	except Exception as e:	CODE
MEDIUM	script/artcraft/bump_artcraft_desktop_version.py	115	print("Error: could not read version from any file. Supply a version argument.", file=sys.stderr)	CODE
LOW	script/artcraft/bump_artcraft_desktop_version.py	132	except Exception as e:	CODE

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	178	except Exception:	CODE
HIGH	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	211	except ImportError:	CODE

Fake / Example Data8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	…ts/midjourney_client/src/endpoints/user_connections.rs	100	"displayName": "John Doe",	CODE
LOW	…lib/files/filesys/src/recursively_find_file_by_name.rs	49	"fake_name.foo",	CODE
LOW	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	168	? new Array(params.audioReferenceCount).fill("placeholder")	CODE
LOW	frontend/libs/omni-gen/src/lib/omni-gen-audio.ts	170	image_media_tokens: params.hasImageReference ? ["placeholder"] : null,	CODE
LOW	…bs/components/login-modal/src/lib/login-modal.spec.tsx	122	fireEvent.change(screen.getByPlaceholderText("you@example.com"), { target: { value: "user@example.com" } });	CODE
LOW	…bs/components/login-modal/src/lib/login-modal.spec.tsx	132	request: signup ? { username: "native_user", email_address: "user@example.com", password: "password123", password_	CODE
LOW	artcraft-native/src/pages/create_audio.rs	345	vec!["placeholder".to_owned(); list.len()]	CODE
LOW	artcraft-native/src/pages/create_audio.rs	771	assert_eq!(Value::Object(p.fields(&seed_audio(), true)), json!({ "model": "seed_audio_1p0", "audio_media_tokens":	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…artcraft/artcraft_api_defs/src/video_info/read_only.rs	155	/// Whether labeled AI-generated (`Label == "1"`, per China GB 45438).	COMMENT

Deep Nesting5 hits · 4 pts

Severity	File	Line	Context
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	183	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	216	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	251	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	276	CODE
LOW	script/artcraft/bump_artcraft_desktop_version.py	83	CODE

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	13	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	13	CODE
LOW	…ials/_metadata/crypto_signature/xStatsigIDGenerator.py	13	CODE

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/artcraft-windows-publish.yml	87	# Set beforeBuildCommand to empty using PowerShell	COMMENT
LOW	.github/workflows/artcraft-macos-publish.yml	208	# Set beforeBuildCommand to empty or a no-op command	COMMENT

storytold/artcraft

Open-Source Code Quality, Security and Technical Debt Review