2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.6K

Stars

C++

Language

305.5K

Lines of Code

1.1K

Files

536

Pattern Hits

2026-10-31

Scan Date

0.01

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 7.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 494 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 82 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 536 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 1HIGH 15MEDIUM 3LOW 517

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 536 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block402 hits · 358 pts

Severity	File	Line	Snippet	Context
LOW	tools/vtouch_poc.cpp	41	#define _UNICODE	COMMENT
LOW	tools/qiin-tabtip.cpp	1	/**	COMMENT
LOW	tools/audio.cpp	1	/**	COMMENT
LOW	tools/sunshinesvc.cpp	1	/**	COMMENT
LOW	tools/test_args.cpp	1	/**	COMMENT
LOW	tools/test_args.cpp	21	#include <cstring>	COMMENT
LOW	tools/vdd_frame_channel_probe.cpp	1	#define WIN32_LEAN_AND_MEAN	COMMENT
LOW	tools/mat-capture/position_cache.h	1	#pragma once	COMMENT
LOW	tools/mat-capture/quantum_v4_assembler.h	1	#pragma once	COMMENT
LOW	tools/mat-live/publisher.h	1	#pragma once	COMMENT
LOW	tools/mat-live/live_check.cpp	1	// Real native pipe only. No file input, generated source, audio device changes,	COMMENT
LOW	tools/sonic-mat-live/bridge.h	1	#pragma once	COMMENT
LOW	tools/sonic-mat-live/plugin_tap.cpp	1	// Reuse the native-validated paired pre-submit/lifecycle recorder unchanged.	COMMENT
LOW	tools/sonic-mat-live/components.h	1	#pragma once	COMMENT
LOW	tools/sonic-mat-live/spatial_probe.cpp	1	#define NOMINMAX	COMMENT
LOW	tests/unit/test_ds5_config.cpp	1	/**	COMMENT
LOW	tests/unit/test_webhook_auth.cpp	1	/**	COMMENT
LOW	tests/unit/test_remote_usb_host_controller.cpp	1	/**	COMMENT
LOW	tests/unit/test_pyrowave.cpp	1	/**	COMMENT
LOW	tests/unit/test_pairing_policy.cpp	1	#include <filesystem>	COMMENT
LOW	tests/unit/test_image_enhancement_config.cpp	1	/**	COMMENT
LOW	tests/unit/test_authored_ir.cpp	1	#include <algorithm>	COMMENT
LOW	tests/unit/test_loopback_usbip_bridge.cpp	1	/**	COMMENT
LOW	tests/unit/test_client_fingerprint.cpp	1	/**	COMMENT
LOW	tests/unit/test_file_mapping_ws_network.cpp	1	/**	COMMENT
LOW	tests/unit/test_crypto.cpp	1	/**	COMMENT
LOW	tests/unit/test_dlssnr_nvenc.cpp	1	/** SPDX-License-Identifier: GPL-3.0-only	COMMENT
LOW	tests/unit/test_confighttp_routes.cpp	1	/**	COMMENT
LOW	tests/unit/platform/windows/test_nvprefs.cpp	1	/** @file test_nvprefs.cpp	COMMENT
LOW	tests/unit/platform/windows/test_hdr_encoding.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/tools/test_beast_http.cpp	1	/**	COMMENT
LOW	tests/tools/controller_handoff_probe.py	21	reset_handler = source[start:source.index(" class deinit_t", start)]	COMMENT
LOW	tests/tools/test_webhook_transport.cpp	1	/**	COMMENT
LOW	tests/tools/vmouse_send_diag.cpp	1	#define WIN32_LEAN_AND_MEAN	COMMENT
LOW	tests/tools/reverse_tunnel_probe.cpp	1	// Standalone driver for the production tunnel service. The synthetic helper	COMMENT
LOW	tests/tools/test_http_safety.cpp	1	/**	COMMENT
LOW	tests/tools/vmouse_probe.cpp	1	#define WIN32_LEAN_AND_MEAN	COMMENT
LOW	tests/mat-live/live_session_client.c	1	/* Full production LiStartConnection + native MAT callbacks + H.264 decoding.	COMMENT
LOW	.github/workflows/main.yml	361	with:	COMMENT
LOW	third-party/glad/include/KHR/khrplatform.h	101	*/	COMMENT
LOW	third-party/glad/include/EGL/eglplatform.h	161	#if defined(__cplusplus)	COMMENT
LOW	third-party/glad/include/glad/egl.h	41	#ifndef GLAD_PLATFORM_WIN32	COMMENT
LOW	third-party/glad/include/glad/egl.h	61	#define GLAD_PLATFORM_EMSCRIPTEN 0	COMMENT
LOW	third-party/glad/include/glad/egl.h	81	#endif	COMMENT
LOW	third-party/glad/include/glad/egl.h	101	#define GLAD_API_CALL __declspec(dllexport) extern	COMMENT
LOW	third-party/glad/include/glad/egl.h	121	#define GLAD_API_PTR APIENTRY	COMMENT
LOW	third-party/glad/include/glad/egl.h	161	#define EGL_BAD_CONFIG 0x3005	COMMENT
LOW	third-party/glad/include/glad/egl.h	181	#define EGL_COLOR_BUFFER_TYPE 0x303F	COMMENT
LOW	third-party/glad/include/glad/egl.h	201	#define EGL_DISPLAY_SCALING 10000	COMMENT
LOW	third-party/glad/include/glad/egl.h	221	#define EGL_GREEN_SIZE 0x3023	COMMENT
LOW	third-party/glad/include/glad/egl.h	241	#define EGL_MULTISAMPLE_RESOLVE_DEFAULT 0x309A	COMMENT
LOW	third-party/glad/include/glad/egl.h	261	#define EGL_OPENVG_API 0x30A1	COMMENT
LOW	third-party/glad/include/glad/egl.h	281	#define EGL_SWAP_BEHAVIOR_PRESERVED_BIT 0x0400	COMMENT
LOW	third-party/glad/include/glad/egl.h	301	#define EGL_TRUE 1	COMMENT
LOW	third-party/glad/include/glad/egl.h	581	#endif	COMMENT
LOW	third-party/glad/include/glad/gl.h	21	* --api='gl:compatibility=4.6' --extensions='' c --loader --mx	COMMENT
LOW	third-party/glad/include/glad/gl.h	41	#endif	COMMENT
LOW	third-party/glad/include/glad/gl.h	61	#endif	COMMENT
LOW	third-party/glad/include/glad/gl.h	81		COMMENT
LOW	third-party/glad/include/glad/gl.h	101	#ifdef GLAD_INTERNAL_HAVE_WINAPIFAMILY	COMMENT
342 more matches not shown…

Hyper-Verbose Identifiers61 hits · 72 pts

Severity	File	Line	Snippet	Context
LOW	src_assets/common/assets/web/composables/useApps.js	31	function loadEnabledGameLibrarySkillIds() {	CODE
LOW	src_assets/common/assets/web/composables/useApps.js	52	function saveEnabledGameLibrarySkillIds(skillIds) {	CODE
LOW	…assets/common/assets/web/composables/useSetupWizard.js	17	function hasSavedLanguageThisSession() {	CODE
LOW	…assets/common/assets/web/composables/useAiDiagnosis.js	76	function buildLocalDiagnosticsSummary(diagnostics) {	CODE
LOW	src_assets/common/assets/web/config/resources.js	196	export function resolveRandomResourceHref(resource, randomValue = Math.random()) {	CODE
LOW⚡	…c_assets/common/assets/web/utils/nativeRtxHdrBridge.js	9	export function normalizeControlPanelOrigin(url) {	CODE
LOW⚡	…c_assets/common/assets/web/utils/nativeRtxHdrBridge.js	18	export function resolveControlPanelOrigin(referrer, ancestorOrigin) {	CODE
LOW⚡	…c_assets/common/assets/web/utils/nativeRtxHdrBridge.js	24	export function isTrustedRtxHdrBridgeMessage(event, parentWindow, controlPanelOrigin) {	CODE
LOW	src_assets/common/assets/web/utils/aiLocale.js	73	export function buildLocalizedInstruction(locale = getCurrentLocale()) {	CODE
LOW	src_assets/common/assets/web/utils/aiProxyFetch.js	1	export function isSunshineUnavailableError(error) {	CODE
LOW	src_assets/common/assets/web/utils/aiProxyFetch.js	5	export async function refreshSunshineProxyTarget() {	CODE
LOW	src_assets/common/assets/web/utils/steamApi.js	142	export async function searchSteamCoversWithDetails(name, maxResults = 20) {	CODE
LOW	src_assets/common/assets/web/utils/steamApi.js	527	export async function getSteamGridDBCoversBySteamId(steamAppId, gridOptions = {}) {	CODE
LOW	src_assets/common/assets/web/utils/gameMetadataAi.js	92	function buildMetadataSystemPrompt(locale = getCurrentLocale()) {	CODE
LOW	src_assets/common/assets/web/utils/coverSelectionAi.js	123	export function pickFallbackCoverCandidate(app, candidates) {	CODE
LOW	src_assets/common/assets/web/utils/coverSelectionAi.js	148	function buildCoverSelectionPrompt(locale = getCurrentLocale()) {	CODE
LOW	src_assets/common/assets/web/utils/focus.js	47	export function resolveDialogTeleportTarget(element, fallback = 'body') {	CODE
LOW	src_assets/common/assets/web/utils/helpers.js	136	export function installExternalLinkHandler(	CODE
LOW	…ssets/common/assets/web/utils/agents/core/agentCore.js	21	export function createCapabilityFromSkill(skill, capability = {}) {	CODE
LOW	…ssets/common/assets/web/utils/agents/core/agentCore.js	89	export function getSelectableAgentCapabilities(capabilities = []) {	CODE
LOW	…ssets/common/assets/web/utils/agents/core/agentCore.js	93	export function getDefaultEnabledSkillIds(capabilities = []) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	81	export function registerGameLibrarySkillExtension(extension = {}) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	85	export function getGameLibraryCapabilities() {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	93	export function getGameLibrarySelectableCapabilities(capabilities = getGameLibraryCapabilities()) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	97	export function getDefaultEnabledGameLibrarySkillIds(capabilities = getGameLibraryCapabilities()) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	101	export function normalizeGameLibrarySkillIds(skillIds, capabilities = getGameLibraryCapabilities()) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	105	export function getGameLibraryCapabilityIcon(skillId, capabilities = getGameLibraryCapabilities()) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	109	export function getGameLibraryCapabilityLabel(skillId, options = {}) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	116	export function createDefaultGameLibrarySkills(options = {}) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	125	export function createGameLibraryCuratorAgent(options = {}) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	142	export async function runGameLibraryCuratorAgent(apps, options = {}) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	149	export function applyGameLibraryOverrides(apps) {	CODE
LOW⚡	…eb/utils/agents/gameLibrary/gameLibraryCuratorAgent.js	157	export async function enhanceGameLibraryMetadata(apps) {	CODE
LOW	…utils/agents/gameLibrary/policies/reviewQueuePolicy.js	30	export function getGameResourceReviewReasons(app, options = {}) {	CODE
LOW	…s/agents/gameLibrary/skills/scanOverrideMemorySkill.js	5	export function createScanOverrideMemorySkill(options = {}) {	CODE
LOW	…utils/agents/gameLibrary/skills/coverSelectionSkill.js	31	export function createCoverSelectionSkill(options = {}) {	CODE
LOW	…s/agents/gameLibrary/skills/gameTitleNormalizeSkill.js	12	export function createGameTitleNormalizeSkill(options = {}) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	82	export function registerDiagnosticsSkillExtension(extension = {}) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	86	export function getDiagnosticsCapabilities() {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	94	export function getDiagnosticsSelectableCapabilities(capabilities = getDiagnosticsCapabilities()) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	98	export function getDefaultEnabledDiagnosticsSkillIds(capabilities = getDiagnosticsCapabilities()) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	102	export function normalizeDiagnosticsSkillIds(skillIds, capabilities = getDiagnosticsCapabilities()) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	106	export function getDiagnosticsCapabilityIcon(skillId, capabilities = getDiagnosticsCapabilities()) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	110	export function getDiagnosticsCapabilityLabel(skillId, options = {}) {	CODE
LOW⚡	…ssets/web/utils/agents/diagnostics/diagnosticsAgent.js	117	export function createDefaultDiagnosticsSkills(options = {}) {	CODE
LOW	…utils/agents/diagnostics/skills/logRemediationSkill.js	91	export function createRemediationSuggestions(findings = []) {	CODE
LOW	…utils/agents/diagnostics/skills/logRemediationSkill.js	116	export function createLogRemediationSkill(options = {}) {	CODE
LOW	src_assets/common/assets/web/components/SetupWizard.vue	477	function detectInitialWizardLocale() {	CODE
LOW	src_assets/common/assets/web/components/SetupWizard.vue	486	function markLanguageSavedForReload() {	CODE
LOW	src_assets/common/assets/web/configs/tabs/General.vue	32	function handleCommandOrderChanged(newOrder) {	CODE
LOW	…s/web/configs/tabs/audiovideo/DisplayDeviceOptions.vue	123	function scheduleHdrRuntimeStatusRefresh() {	CODE
LOW	tests/tools/test_cmake_configuration.py	65	def test_debug_assertions_survive_both_generators(self):	CODE
LOW	tests/tools/test_cmake_configuration.py	78	def test_presets_keep_parent_test_install_rules_intact(self):	CODE
LOW	tests/tools/test_cmake_configuration.py	88	def test_system_boost_path_defines_all_consumed_components(self):	CODE
LOW	tests/tools/test_cmake_configuration.py	105	def test_stale_boost_redirect_restores_cached_targets_on_reconfigure(self):	CODE
LOW	tests/tools/test_cmake_configuration.py	126	def test_web_ui_is_incremental_and_recovers_missing_outputs(self):	CODE
LOW	tests/tools/test_cmake_configuration.py	162	def test_asset_copies_preserve_paths_edits_additions_and_removals(self):	STRING
LOW	tests/tools/test_cmake_configuration.py	189	def test_wayland_tracks_xml_and_reports_first_command_failure(self):	STRING
LOW	scripts/validate-i18n.js	169	function isChineseWebhookPayloadKey(key, localeFile) {	CODE
LOW	scripts/validate-i18n.js	183	function shouldSkipTranslationCheck(key, value, localeFile) {	CODE
1 more matches not shown…

Empty Error Handlers9 hits · 45 pts

Severity	File	Line	Snippet	Context
HIGH	tests/tools/test_reverse_tunnel.py	157	except (ssl.SSLError, ConnectionError):	CODE
HIGH	tests/tools/test_reverse_tunnel.py	185	except (ConnectionError, ssl.SSLError):	CODE
HIGH	tests/tools/test_reverse_tunnel.py	116	except ConnectionResetError:	CODE
HIGH	tests/tools/test_reverse_tunnel.py	169	except (ConnectionError, ssl.SSLError):	CODE
HIGH	tests/tools/test_reverse_tunnel.py	247	except (ConnectionError, OSError):	CODE
HIGH	tests/mat-live/operator_process_test.py	34	except RuntimeError:	CODE
HIGH	tests/mat-live/operator_process_test.py	40	except subprocess.TimeoutExpired:	CODE
HIGH	tests/mat-live/ticket_preflight.py	41	except ConnectionResetError:	CODE
HIGH	scripts/_locale.py	103	except FileNotFoundError:	CODE

Structural Annotation Overuse15 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	scripts/README_I18N.md	101	#### Step 1: Add keys to en.json	COMMENT
LOW⚡	scripts/README_I18N.md	113	#### Step 2: Sync to other locales	COMMENT
LOW⚡	scripts/README_I18N.md	123	#### Step 3: Format all files	COMMENT
LOW⚡	scripts/README_I18N.md	131	#### Step 4: Translate placeholders	COMMENT
LOW⚡	scripts/README_I18N.md	135	#### Step 5: Validate	COMMENT
LOW⚡	scripts/README_I18N.md	143	#### Step 6: Commit changes	COMMENT
LOW⚡	scripts/README_I18N.md	156	#### Step 1: Check for missing keys in en.json	COMMENT
LOW⚡	scripts/README_I18N.md	164	#### Step 2: Add missing keys to en.json	COMMENT
LOW⚡	scripts/README_I18N.md	172	#### Step 3: Review and update English translations	COMMENT
LOW⚡	scripts/README_I18N.md	176	#### Step 4: Sync to all locales	COMMENT
LOW⚡	scripts/README_I18N.md	184	#### Step 5: Format all files	COMMENT
LOW⚡	scripts/README_I18N.md	190	#### Step 6: Validate	COMMENT
LOW⚡	scripts/README_I18N.md	198	#### Step 7: Commit changes	COMMENT
LOW	src/assets/abr_prompt.md	16	### Step 1: Determine base target by interaction type (within allowed range)	COMMENT
LOW	src/assets/abr_prompt.md	22	### Step 2: Adjust for visual complexity (apply to the base range)	COMMENT

Cross-Language Confusion6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	tests/tools/controller_handoff_probe.py	105	assert(slot.id == -1 && slot.gamepad_state.buttonFlags == 0);	CODE
HIGH	tests/tools/controller_handoff_probe.py	125	assert(platf::writes.size() == count && slot.gamepad_state.buttonFlags == A_FLAG);	CODE
HIGH	tests/tools/controller_handoff_probe.py	149	assert(previous_release_job->cancelled && latest_release_job != previous_release_job);	CODE
HIGH	tests/tools/controller_handoff_probe.py	152	assert(platf::writes.size() == count && slot.home_release_timeout_id == latest_release_job);	CODE
HIGH	tests/tools/controller_handoff_probe.py	170	assert(input->input_stopped && home_job->cancelled && back_job->cancelled);	CODE
HIGH	tests/tools/controller_handoff_probe.py	172	assert(slot.gamepad_state.buttonFlags == 0 && platf::writes.back().buttonFlags == 0);	CODE

Excessive Try-Catch Wrapping12 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	tests/mat-live/negotiation_test.py	80	except Exception as error:	CODE
MEDIUM	tests/mat-live/negotiation_test.py	55	def serve():	CODE
LOW⚡	tests/mat-live/live_verify.py	369	except Exception as error:	CODE
LOW⚡	tests/mat-live/live_verify.py	378	except Exception as e:	CODE
LOW⚡	tests/mat-live/live_verify.py	383	except Exception as e:	CODE
LOW⚡	tests/mat-live/live_verify.py	389	except Exception:	CODE
LOW⚡	tests/mat-live/live_verify.py	394	except Exception as e:	CODE
LOW⚡	tests/mat-live/live_verify.py	401	except Exception as error:	CODE
LOW⚡	tests/mat-live/live_verify.py	408	except Exception as error:	CODE
LOW	tests/mat-live/android/session.py	19	except Exception as primary:	CODE
LOW	tests/mat-live/android/session.py	22	except Exception as cleanup:	CODE
LOW	tests/mat-live/android/verify.py	103	except Exception as error:	CODE

Unused Imports13 hits · 13 pts

Severity	File	Line	Context
LOW	tests/mat-live/host_support.py	8	CODE
LOW	tests/mat-live/host_support.py	11	CODE
LOW	tests/mat-live/host_support.py	12	CODE
LOW	tests/mat-live/host_support.py	13	CODE
LOW	tests/mat-live/host_support.py	15	CODE
LOW	tests/mat-live/host_support.py	16	CODE
LOW	tests/mat-live/host_support.py	17	CODE
LOW	tests/mat-live/host_support.py	18	CODE
LOW	tests/mat-live/host_support.py	19	CODE
LOW	tests/mat-live/host_support.py	20	CODE
LOW	tests/mat-live/host_support.py	21	CODE
LOW	tests/mat-live/host_support.py	22	CODE
LOW	tests/mat-live/host_support.py	24	CODE

Deep Nesting11 hits · 11 pts

Severity	File	Line	Context
LOW	tests/tools/run_usb_tunnel_e2e.py	19	CODE
LOW	tests/tools/test_reverse_tunnel.py	46	CODE
LOW	tests/tools/run_usb_control_vm_e2e.py	25	CODE
LOW	tests/mat-live/preflight_exit_test.py	10	CODE
LOW	tests/mat-live/host_support.py	44	CODE
LOW	tests/mat-live/negotiation_test.py	12	CODE
LOW	tests/mat-live/negotiation_test.py	55	CODE
LOW	tests/mat-live/live_verify.py	107	CODE
LOW	tests/mat-live/watchdog_test.py	38	CODE
LOW	scripts/_locale.py	45	CODE
LOW	scripts/update_clang_format.py	26	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tools/hidmaestro-core-patch/PayloadTool/Program.cs	102	var profileDocument = System.Text.Json.Nodes.JsonNode.Parse(File.ReadAllText(args[2]))!.AsObject();	CODE

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src_assets/macos/misc/uninstall_pkg.sh	25	# check if directory is empty... could just use ${DIRECTORIES} here if pkgutils added the `/` prefix	COMMENT
MEDIUM	tests/unit/test_video_dolby_vision.cpp	335	// A few dark pixels retain the robust first percentile instead of forcing black.	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/format-i18n.js	11	* node scripts/format-i18n.js --check # Check if files are properly formatted (for CI)	COMMENT
LOW	.github/workflows/sign-and-repackage.yml	113	# Check if cargo already exists	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/linux_build.sh	402	# Create the package	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/tools/test_http_safety.cpp	204	std::ofstream(directory / "assets/box.png") << "placeholder";	CODE

AlkaidLab/foundation-sunshine

Open-Source Code Quality, Security and Technical Debt Review