0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

17.6K

Stars

TypeScript

Language

552.3K

Lines of Code

2.8K

Files

478

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 4.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 469 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 471 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 478 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 0MEDIUM 6LOW 472

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 478 distinct pattern matches across 5 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 Identifiers463 hits · 486 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/legendary-managed-fixture.py	270	def test_changed_version_downloads_new_manifest(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	276	def test_legacy_embedded_name_requires_fresh_exact_epic_alias_attestation(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	283	def test_install_build_drift_stops_actual_entry_before_cli_invocation(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	299	def test_corrupt_cached_file_refetches(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	306	def test_cdn_hash_mismatch_rejected(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	311	def test_actual_encrypted_manifest_and_prerequisites(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	321	def test_missing_decryption_key_rejected(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	326	def test_preload_and_cross_identity_rejected(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	335	def test_external_and_addon_rejected(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	344	def test_read_access_does_not_resume_verify_or_refresh(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	353	def test_cached_api_configuration_is_applied_without_network_or_library(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	464	def test_receipt_outside_private_workspace_is_rejected(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	468	def test_expired_access_is_rejected_without_refresh(self):	CODE
LOW⚡	scripts/legendary-managed-fixture.py	473	def test_errors_use_fixed_domain_codes_without_private_details(self):	CODE
LOW	scripts/legendary-managed-fixture.py	174	def test_only_target_and_actual_parser(self):	CODE
LOW	scripts/legendary-managed-fixture.py	182	def test_request_file_is_fixed_to_private_workspace_and_not_a_link(self):	CODE
LOW	scripts/legendary-managed-fixture.py	199	def test_request_protocol_must_be_an_object(self):	CODE
LOW	scripts/legendary-managed-fixture.py	207	def test_real_install_fixture_validates_runtime_workspace_and_loopback(self):	CODE
LOW	scripts/legendary-managed-fixture.py	236	def test_cache_reuses_bytes_but_fresh_flags_and_descriptor(self):	CODE
LOW	scripts/legendary-managed-fixture.py	247	def test_namespaced_workspace_reuses_ordinary_receipt(self):	CODE
LOW	scripts/legendary-managed-fixture.py	256	def test_actual_process_reads_request_beyond_windows_legacy_limit(self):	CODE
LOW	scripts/legendary-managed-fixture.py	364	def test_install_reuses_upstream_with_target_only_getters(self):	CODE
LOW	scripts/legendary-managed-fixture.py	380	def test_selective_packs_report_sizes_beyond_required_files(self):	CODE
LOW	scripts/legendary-managed-fixture.py	395	def test_selective_definition_falls_back_and_rejects_malformed_data(self):	CODE
LOW	scripts/legendary-managed-fixture.py	408	def test_dlc_target_must_belong_to_the_base_game(self):	CODE
LOW	scripts/legendary-managed-fixture.py	427	def test_dlc_install_resolves_only_its_installed_base_game(self):	CODE
LOW	scripts/legendary-managed-fixture.py	449	def test_install_tags_are_the_only_selection_arguments_accepted(self):	CODE
LOW	…erer/src/context/game-details/game-details.context.tsx	83	export function GameDetailsContextProvider({	CODE
LOW	…ction-context-menu/collection-context-menu.context.tsx	51	export function CollectionContextMenuProvider({	CODE
LOW	…erer/src/context/user-profile/user-profile.context.tsx	135	export function UserProfileContextProvider({	CODE
LOW	…omponents/sidebar/sidebar-adding-custom-game-modal.tsx	21	export function SidebarAddingCustomGameModal({	CODE
LOW	…rer/src/components/screenshots/screenshot-comments.tsx	149	function ScreenshotCommentVoteButton({	CODE
LOW	…rer/src/components/screenshots/screenshot-comments.tsx	467	function ScreenshotCommentsSkeleton({ label }: Readonly<{ label: string }>) {	CODE
LOW	…omponents/screenshots/progressive-screenshot-image.tsx	56	export function ProgressiveScreenshotImage({	CODE
LOW	…src/components/screenshots/screenshot-report-modal.tsx	53	export function ScreenshotCommentReportModal({	CODE
LOW	…src/components/screenshots/use-sensitive-screenshot.ts	48	export function useSensitiveScreenshotConfirmation(	CODE
LOW	…ents/notification/achievement-notification-overlay.tsx	27	export function AchievementNotificationOverlay() {	CODE
LOW	…achievements/notification/achievement-notification.tsx	18	export function AchievementNotificationItem({	CODE
LOW	…reenshot-upload-form/use-screenshot-review-actions.tsx	17	export function useScreenshotReviewActions(	CODE
LOW	…screenshot-upload-form/use-screenshot-review-drafts.ts	12	export function useScreenshotReviewDrafts(screenshots: LocalScreenshot[]) {	CODE
LOW	…nshot-upload-form/screenshot-review-action-buttons.tsx	17	export function ScreenshotReviewActionButtons({	CODE
LOW	…rboard-notification/leaderboard-notification-layer.tsx	35	export function LeaderboardNotificationLayer() {	CODE
LOW	…erboard-notification/leaderboard-notification-icon.tsx	91	export function LeaderboardNotificationIcon({	CODE
LOW	…erboard-notification/leaderboard-notification-icon.tsx	115	export function LeaderboardNotificationPicture({	CODE
LOW	…s-connect-banner/retro-achievements-connect-banner.tsx	17	export function RetroAchievementsConnectBanner({	CODE
LOW	src/renderer/src/hooks/use-catalogue-image.ts	19	export function useViewportCatalogueImageUrl(	CODE
LOW	src/renderer/src/hooks/use-game-linux-compatibility.ts	11	export function useGameLinuxCompatibility(	CODE
LOW	…/renderer/src/hooks/use-global-leaderboards-feature.ts	3	export function useGlobalLeaderboardsFeature() {	CODE
LOW	src/renderer/src/hooks/use-download-options-listener.ts	5	export function useDownloadOptionsListener() {	CODE
LOW	src/renderer/src/hooks/use-steam-library-executable.ts	50	export function useIsSteamLibraryExecutable(	CODE
LOW	…derer/src/hooks/use-screenshot-upload-failure-toast.ts	14	export function useScreenshotUploadFailureToast() {	CODE
LOW	src/renderer/src/hooks/use-library-game-presentation.ts	11	export function useLibraryGamePresentation(	CODE
LOW	src/renderer/src/hooks/use-missing-screenshots-toast.ts	6	export function useMissingScreenshotsToast() {	CODE
LOW	src/renderer/src/hooks/use-emulation-backup-progress.ts	15	export function useEmulationBackupProgress(platform: EmulationSavePlatform) {	CODE
LOW	src/renderer/src/hooks/use-emulation-backup-progress.ts	111	export function resolveCardBackupProgress(	CODE
LOW	…/pages/shared-modals/cloud-gift-notification-modal.tsx	103	export function CloudGiftNotificationModal() {	CODE
LOW	src/renderer/src/pages/settings/settings-account.tsx	44	function ScreenshotPrivacySettings({	CODE
LOW	…er/src/pages/settings/settings-context-screenshots.tsx	35	function ScreenshotInputStatusLine({	CODE
LOW	…er/src/pages/settings/settings-context-screenshots.tsx	75	export function SettingsContextScreenshots() {	CODE
LOW	…rer/src/pages/settings/settings-screenshots-hotkey.tsx	41	export function SettingsScreenshotsHotkey({	CODE
403 more matches not shown…

Decorative Section Separators6 hits · 22 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	src/main/events/library/transfer-game-files.ts	12	// ── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	src/main/events/library/transfer-game-files.ts	22	// ── State ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	src/main/events/library/transfer-game-files.ts	32	// ── Steam‑style copy engine ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/main/events/library/transfer-game-files.ts	178	// ── Helper functions for transfer validation ────────────────────────────────	COMMENT
MEDIUM	src/main/events/library/transfer-game-files.ts	303	// ── MAIN TRANSFER EVENT ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src/main/events/library/transfer-game-files.ts	413	// ── CANCEL ────────────────────────────────────────────────────────────────────	COMMENT

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	native/hydra-native/src/in_place_extraction.rs	1	//! In-place archive extraction through hatchzip-core. The archive is cut back	COMMENT
LOW	native/torrent-bridge/bridge.h	1	#pragma once	COMMENT
LOW	native/torrent-bridge/bridge.cpp	1	#include "bridge.h"	COMMENT
LOW	…chievements/notification/achievement-notification.scss	321	118deg,	COMMENT
LOW	…chievements/notification/achievement-notification.scss	341	background: linear-gradient(	COMMENT
LOW	…chievements/notification/achievement-notification.scss	501	&--platinum &__chip {	COMMENT

Excessive Try-Catch Wrapping2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	resources/legendary/managed.py	213	except Exception:	CODE
LOW	resources/legendary/managed.py	450	except Exception as error:	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/big-picture/src/i18n.tsx	19	"placeholder",	CODE

hydralauncher/hydra

Open-Source Code Quality, Security and Technical Debt Review