3.3

Adjusted Signal

3.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.4K

Stars

C++

Language

1.1M

Lines of Code

6.4K

Files

2.5K

Pattern Hits

2026-10-31

Scan Date

0.02

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 10.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2254 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.8/100 · LOW

Are imports declared and package/API names verified? 183 finding(s).

Agent Over-Engineering Ratio 4.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 803 finding(s).

PR Review Velocity Impact 15.4/100 · LOW

Which changes need focused human review? 2546 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 5HIGH 146MEDIUM 116LOW 2279

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 2546 distinct pattern matches across 18 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 Block1438 hits · 1422 pts

Severity	File	Line	Snippet	Context
LOW	tools/lint/.eslintrc.js	1	// Style rules for Valdi module code (src/valdi_modules and the sample apps under apps/).	COMMENT
LOW	tools/valdi_web_devtools/webpack.js	81	);	COMMENT
LOW	tools/valdi_web_devtools/index.js	1	// Browser-safe entry point for valdi-web-devtools. Kept intentionally lean	COMMENT
LOW	tools/ci/bazel_gcs_credential_helper.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/sanitizer_tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/compiler_tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/compiler_golden_test.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/compiler_golden_test.sh	21	# tools/ci/compiler_golden_test.sh --no-build # skip the build (reuse outputs)	COMMENT
LOW	tools/ci/compiler_golden_test.sh	61	# --remote_download_all forces the emit outputs to be materialized on local	COMMENT
LOW	tools/ci/compiler_golden_test.sh	81		COMMENT
LOW	tools/ci/compiler_golden_test.sh	101	# "srcjar" field name the Android output is a plain .kt, not an archive. We	COMMENT
LOW	tools/ci/hotreload_delivery_smoke.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/check_test_coverage_delta.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/size_ignore.txt	1	# Modules left out of the size report (tools/ci/size_report.sh). One entry per line: a module name	COMMENT
LOW	tools/ci/setup_linux_env.sh	21	# ---------------------------------------------------------------------------	COMMENT
LOW	tools/ci/setup_linux_env.sh	141	sudo chmod 2777 /usr/local/var/run/watchman	COMMENT
LOW	tools/ci/validate_swift_toolchain.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/validate_swift_toolchain.sh	21	FAILURES=$((FAILURES + 1))	COMMENT
LOW	tools/ci/perf_notify.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/perf_ratio.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/hotreload_smoke.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/build_benchmarks.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/validate_external_config.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/run_tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/run_tests.sh	21	bzl test "${TEST_TARGETS[@]}" --keep_going --skip_incompatible_explicit_targets --test_output=errors \	COMMENT
LOW	tools/ci/select_tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/release_test.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/lint_modules.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/test_external_build_graph.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/android_instrumentation_tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/android_instrumentation_tests.sh	21	# VALDI_START_EMULATOR 1 to create and boot a headless emulator via the Android SDK.	COMMENT
LOW	tools/ci/test_skiplist.txt	1	# Test targets that neither tools/ci/run_tests.sh nor tools/ci/test_modules.sh runs, with the	COMMENT
LOW	tools/ci/test_skiplist.txt	21	//compiler/companion:golden_test run_by:.github/workflows/bzl-changes.yml # Compiler Golden Diff job (internal: client_v	COMMENT
LOW	tools/ci/size_report.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/ci/size_report.sh	21	# extracted, size-capped, and schema-validated before any of it is rendered.	COMMENT
LOW	tools/ci/native_impl_check/allowlist.txt	1	# Native element attributes that are declared in NativeTemplateElements.d.ts but are	COMMENT
LOW	npm_modules/cli/src/core/constants.ts	121	return `--android_platforms=${architectures.map(architecture => ANDROID_PLATFORMS[architecture]).join(',')}`;	COMMENT
LOW	…jc/valdi_core/SCNValdiCoreAssetLoadObserver+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…rated-src/objc/valdi_core/SCNValdiCoreAsset+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…di_core/SCNValdiCoreModuleFactoriesProvider+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…re/SCNValdiCoreHTTPRequestManagerCompletion+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…/objc/valdi_core/SCNValdiCoreAssetOutputType+Private.h	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…c/valdi_core/SCNValdiCoreHTTPRequestManager+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…rc/objc/valdi_core/SCNValdiCoreAnimationType+Private.h	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…rc/objc/valdi_core/SCNValdiCoreAttributeType+Private.h	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…e/SCNValdiCoreJSRuntimeNativeObjectsManager+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…d-src/objc/valdi_core/SCNValdiCoreJSRuntime+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…/valdi_core/SCNValdiCoreJavaScriptEngineType+Private.h	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…c/objc/valdi_core/SCNValdiCoreModuleFactory+Private.mm	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…ted-src/objc/valdi_core/SCNValdiCorePlatform+Private.h	1	// AUTOGENERATED FILE - DO NOT MODIFY!	COMMENT
LOW	…di_core/src/valdi_core/ios/valdi_core/SCValdiTouches.h	1	//	COMMENT
LOW	valdi_core/src/valdi_core/ios/valdi_core/SCValdiView.h	1	//	COMMENT
LOW	…i_core/src/valdi_core/ios/valdi_core/SCValdiTouches.mm	1	//	COMMENT
LOW	…re/ios/valdi_core/SCValdiFunctionWithCPPFunction+CPP.h	1	//	COMMENT
LOW	…aldi_core/ios/valdi_core/SCValdiAttributesBinderBase.h	1	//	COMMENT
LOW	…_core/src/valdi_core/ios/valdi_core/SCValdiImageView.m	1	//	COMMENT
LOW	…/src/valdi_core/ios/valdi_core/SCValdiAssetWithVideo.h	1	//	COMMENT
LOW	…core/src/valdi_core/ios/valdi_core/SCValdiEventTime.mm	1	//	COMMENT
LOW	…/valdi_core/ios/valdi_core/SCValdiScrollViewDelegate.m	1	//	COMMENT
LOW	…re/src/valdi_core/ios/valdi_core/SCValdiNativeAction.h	1	//	COMMENT
1378 more matches not shown…

Hyper-Verbose Identifiers694 hits · 694 pts

Severity	File	Line	Snippet	Context
LOW	tools/ci/size_report_test.py	81	def test_rows_cover_added_and_removed(self):	CODE
LOW	tools/ci/size_report_test.py	92	def test_totals_recomputed_not_trusted(self):	CODE
LOW	tools/ci/size_report_test.py	100	def test_uncompressed_total_omitted_when_partial(self):	CODE
LOW	tools/ci/size_report_test.py	114	def test_module_needs_both_absolute_and_relative(self):	CODE
LOW	tools/ci/size_report_test.py	132	def test_native_either_absolute_or_relative(self):	CODE
LOW	tools/ci/size_report_test.py	149	def test_total_either_absolute_or_relative(self):	CODE
LOW	tools/ci/size_report_test.py	162	def test_no_baseline_is_loud_and_absolute(self):	CODE
LOW⚡	tools/ci/size_report_test.py	181	def test_annotation_emitted_when_enabled(self):	CODE
LOW⚡	tools/ci/size_report_test.py	186	def test_report_only_by_default(self):	CODE
LOW⚡	tools/ci/size_report_test.py	191	def test_trailer_suppresses_annotations_keeps_table(self):	CODE
LOW	tools/ci/size_report_test.py	240	def test_injection_in_names_rejected(self):	CODE
LOW⚡	tools/ci/size_report_test.py	253	def test_bytecode_mismatch_is_no_baseline(self):	CODE
LOW⚡	tools/ci/size_report_test.py	258	def test_native_measure_mismatch_skips_native_only(self):	CODE
LOW⚡	tools/ci/size_report_test.py	266	def test_native_missing_on_one_side_skips_native(self):	CODE
LOW⚡	tools/ci/size_report_test.py	273	def test_invalid_native_measure(self):	CODE
LOW	tools/ci/size_report_test.py	289	def test_collect_ignores_and_sorts(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	33	def test_resolves_extends_chain(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	40	def test_own_members_and_multiline_extends(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	45	def test_skips_slots_and_unannotated_interfaces(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	49	def test_ignores_nested_object_type_keys(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	70	def test_ios_ignores_commented_out_registration(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	73	def test_ios_constant_from_another_file(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	100	def test_android_multiline_call(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	115	def test_shared_cpp_ignores_preprocessor_lookups(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	137	def test_rejects_unknown_platform(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	141	def test_rejects_runtime_combined(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	149	def test_checked_in_allowlist_parses(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	171	def test_shared_counts_for_both(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	176	def test_derived_predicate_requires_base(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	181	def test_allowlisted_platform(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	186	def test_allowlist_for_one_platform_does_not_cover_the_other(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	193	def test_stale_when_now_implemented(self):	CODE
LOW⚡	tools/ci/native_impl_check/test_check_native_impl.py	200	def test_stale_when_no_longer_declared(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	239	def test_fails_when_ios_mask_image_registration_is_deleted(self):	CODE
LOW	tools/ci/native_impl_check/test_check_native_impl.py	250	def test_fails_when_extractors_match_nothing(self):	CODE
LOW	npm_modules/cli/test/helpers/ProjectHelpers.ts	126	export async function findDefinitionForTokenInFile(	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	6	function matchingTargetForCurrentSelection(targets) {	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	429	function captureDebuggerInputTarget() {	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	444	function debuggerInputTargetElementKey(target, elementId) {	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	448	function isSelectedDebuggerInputTarget(target) {	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	541	function restorePageScrollPosition(position) {	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	569	function forwardPreviewWheelToPage(event) {	CODE
LOW	npm_modules/cli/debugger/debugger-tree-model.js	20	function debuggerProjectionTruncation(reason, path) {	CODE
LOW	npm_modules/cli/debugger/debugger-tree-model.js	27	function markDebuggerProjectionTruncated(target, reason, path) {	CODE
LOW	npm_modules/cli/debugger/debugger-tree-model.js	39	function debuggerPrimitiveProjection(value, projectionState) {	CODE
LOW	npm_modules/cli/debugger/debugger-tree-model.js	135	function setDebuggerProjectionEntry(frame, entry, value) {	CODE
LOW	npm_modules/cli/debugger/debugger-api.js	106	function startDebuggerActionStream() {	CODE
LOW	npm_modules/cli/debugger/debugger-api.js	126	function applyDebuggerStatePayload(payload) {	CODE
LOW	npm_modules/cli/debugger/debugger-api.js	162	function applyDebuggerActionPayload(payload) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	74	function buildPerformanceTracePerfettoPayload(result) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	132	function normalizePerformanceTraceTarget(target) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	142	function performanceTraceTargetsMatch(left, right) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	172	function persistPerformanceTraceState() {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	176	function markPerformanceTraceStateUnknown(target) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	237	async function refreshPerformanceTraceStatus(options) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	342	async function preparePerformanceTraceTargetSwitch(nextTarget) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	373	async function isPerformanceTraceTargetVerifiedMissing(target) {	CODE
LOW	npm_modules/cli/debugger/debugger-performance.js	395	async function recoverPerformanceTraceState() {	CODE
LOW	npm_modules/cli/debugger/debugger-settings.js	2	function debugSettingsSnapshotFromResult(result) {	CODE
LOW	npm_modules/cli/debugger/debugger-settings.js	8	function acceptDebugSettingsResult(result, request) {	CODE
634 more matches not shown…

Cross-Language Confusion112 hits · 535 pts

Severity	File	Line	Snippet	Context
HIGH⚡	compiler/clientsql/test_clientsql.py	640	self.assertIn("selectByOptionalAge(age: number \| null, limit: number)", queries)	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	641	self.assertIn("updateUser(name: string, age: number \| null, id: number): Promise<void>", queries)	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	738	"author_id: number \| null;",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	739	"name: string \| null;",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	740	"primary: string \| null;",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	749	"selectReserved(_await: number, _async: string, _as: number, _of: number \| null)",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	804	"const watchEntriesByDatabaseName: { [name: string]: ClientSQLWatchEntry[] \| undefined } = "	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	805	"Object.create(null);",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	810	"const writeChainsByDatabaseName: { [name: string]: Promise<void> \| undefined } = "	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	811	"Object.create(null);",	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	980	parameters: ClientSQLValue[] \| undefined,	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	984	this.store.operations.push(sql);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	988	this.store.operations.push(`insert:${id}`);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	989	this.store.rows.push({ id, name });	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	993	callback(undefined, undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	995	callback(undefined, errorMessage(error));	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1001	_parameters: ClientSQLValue[] \| undefined,	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1005	callback(queryRows(this.store, sql) as T[], undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1007	callback(undefined, errorMessage(error));	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1017	parameters: ClientSQLValue[] \| undefined,	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1021	this.store.operations.push(sql);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1025	this.store.operations.push(`insert:${id}`);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1026	this.store.rows.push({ id, name });	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1030	callback(undefined, undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1032	callback(undefined, errorMessage(error));	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1038	_parameters: ClientSQLValue[] \| undefined,	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1042	callback(queryRows(this.store, sql) as T[], undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1044	callback(undefined, errorMessage(error));	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1053	this.store.operations.push('transaction:start');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1055	if (error !== undefined && error !== null) {	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1055	if (error !== undefined && error !== null) {	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1057	this.store.operations.push('transaction:rollback');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1058	callback(undefined, error);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1061	this.store.operations.push('transaction:commit');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1062	callback(undefined, undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1067	this.store.operations.push('close');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1068	callback(undefined, undefined);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1073	private readonly storesByName: { [name: string]: Store \| undefined } = Object.create(null);	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1357	if (rows[0].enabled !== false \|\| rows[0].optional !== null) throw new Error('nullable false decode');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1357	if (rows[0].enabled !== false \|\| rows[0].optional !== null) throw new Error('nullable false decode');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1358	if (rows[1].enabled !== true \|\| rows[1].optional !== false) throw new Error('numeric decode');	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	1359	if (rows[2].enabled !== true \|\| rows[2].optional !== true) throw new Error('boolean decode');	CODE
HIGH	compiler/clientsql/test_clientsql.py	541	self.assertIn("private debugDatabase: ClientSQLDebugDatabase \| undefined;", database)	CODE
HIGH	compiler/clientsql/test_clientsql.py	549	"execute(sql: string, parameters: ClientSQLValue[] \| undefined, callback: ClientSQLNativeCallback<void>)	CODE
HIGH	compiler/clientsql/test_clientsql.py	566	self.assertIn("static open(name: string \| undefined)", database)	CODE
HIGH	compiler/clientsql/test_clientsql.py	580	self.assertIn("insertUser(id: number, name: string, age: number \| null)", queries)	CODE
HIGH	compiler/clientsql/test_clientsql.py	712	self.assertIn("ratio: number \| null;", types)	CODE
HIGH	compiler/clientsql/test_clientsql.py	724	"ratio: number \| null;",	CODE
HIGH	compiler/clientsql/test_clientsql.py	827	"this.localWatchEntries.push(entry);",	CODE
HIGH	compiler/clientsql/test_clientsql.py	830	self.assertIn("if (active && currentGeneration === generation) {", database)	CODE
HIGH	compiler/clientsql/test_clientsql.py	858	"transactionCallback(undefined, undefined);",	CODE
HIGH	compiler/clientsql/test_clientsql.py	897	self.assertIn("this.transactionHistory.push(entry);", recorder)	CODE
HIGH	compiler/clientsql/test_clientsql.py	1132	emissions.push(rows);	CODE
HIGH	compiler/clientsql/test_clientsql.py	1344	query<T>(_sql: string, _parameters: ClientSQLValue[] \| undefined): Promise<T[]> {	CODE
HIGH	compiler/clientsql/test_clientsql.py	1346	{ enabled: 0, optional: null },	CODE
HIGH⚡	compiler/clientsql/test_clientsql.py	463	registeredDatabases.push(database);	STRING
HIGH⚡	compiler/clientsql/test_clientsql.py	471	export function notifyClientSQLDebugChanged(_databaseName: string \| undefined): void {}	STRING
HIGH	compiler/clientsql/test_clientsql.py	1593	self.assertIn('"max id": number \| null;', types)	STRING
HIGH⚡	compiler/clientsql/src/clientsql/typescript.py	59	"export type ClientSQLValue = string \| number \| boolean \| ArrayBuffer \| null;",	CODE
HIGH⚡	compiler/clientsql/src/clientsql/typescript.py	68	" parameters: ClientSQLValue[] \| undefined,",	CODE
52 more matches not shown…

Decorative Section Separators107 hits · 321 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/ci/setup_linux_env.sh	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	84	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	152	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	157	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	174	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/setup_linux_env.sh	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	74	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	76	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	154	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	156	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	260	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	262	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	335	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/size_report.py	337	# --------------------------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_registry.sh	21	# ─── Phase 1: Structural validation ─────────────────────────────────	COMMENT
MEDIUM	tools/ci/validate_registry.sh	117	# ─── Phase 2: Consumer simulation ───────────────────────────────────	COMMENT
MEDIUM	tools/ci/validate_registry.sh	306	# ─── Summary ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	57	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	63	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	76	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	94	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	111	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	118	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	133	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	138	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	157	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_swift_toolchain.sh	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	34	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	48	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	91	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	97	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	154	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/validate_external_config.sh	156	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/test_external_build_graph.sh	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/test_external_build_graph.sh	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/test_external_build_graph.sh	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/test_external_build_graph.sh	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	223	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	225	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	330	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	332	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	363	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci/native_impl_check/check_native_impl.py	365	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	npm_modules/cli/test/hermesClient.spec.ts	12	// ─── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	npm_modules/cli/test/hermesClient.spec.ts	68	// ─── normalizeHermesProfile ───────────────────────────────────────────────────	COMMENT
MEDIUM	npm_modules/cli/test/hermesClient.spec.ts	123	// ─── listHermesDevices ────────────────────────────────────────────────────────	COMMENT
MEDIUM	npm_modules/cli/test/hermesClient.spec.ts	206	// ─── HermesConnection ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	npm_modules/cli/src/utils/hermesClient.ts	25	// ─── Ports ───────────────────────────────────────────────────────────────────	COMMENT
47 more matches not shown…

Cross-Language Confusion (JS/TS)33 hits · 214 pts

Severity	File	Line	Snippet	Context
HIGH⚡	apps/benchmark/src/valdi/benchmark/src/main.tsx	24	print(`Proto (indexed) imported in ${importTime} ms`);	CODE
HIGH⚡	apps/benchmark/src/valdi/benchmark/src/main.tsx	25	print(`Proto (noindex) imported in ${importTimeNoIndex} ms`);	CODE
HIGH⚡	apps/benchmark/src/valdi/benchmark/src/main.tsx	31	print(`Choose the test to run ('q' to exit):`);	CODE
HIGH⚡	apps/benchmark/src/valdi/benchmark/src/main.tsx	33	print(`${i + 1}. ${t.name}`);	CODE
HIGH	apps/benchmark/src/valdi/benchmark/src/main.tsx	45	print('Invalid choice.');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	37	print('Randomized with seed ' + options.order.seed);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	40	print('Started');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	48	print('------------------');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	49	print('-- Failures start:');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	64	print('-- Failures end.');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	65	print('----------------');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	70	print('Pending:');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	80	print('Ran ' + executableSpecCount + ' of ' + specCount + plural(' spec', specCount));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	96	print(specCounts);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	98	print('No specs found');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	103	print('Finished in ' + seconds + ' ' + plural('second', seconds));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	107	print('Incomplete: ' + result.incompleteReason);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	112	print('Randomized with seed ' + result.order.seed);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	113	print(' (jasmine --random=true --seed=' + result.order.seed + ')');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	124	print(colored('yellow', '*'));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	130	print(colored('green', '.'));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	138	print(colored('red', 'F'));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	195	print(failedSpecNumber + ') ');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	196	print(result.fullName);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	202	print('Suite error: ' + result.fullName);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	210	print(indent('Message:', 2));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	212	print(colored('red', indent(failedExpectation.message, 4)));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	214	print(indent('Stack:', 2));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	216	print(indent(stackFilter(failedExpectation.stack), 4));	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	225	print(pendingSpecNumber + ') ');	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	226	print(result.fullName);	CODE
HIGH⚡	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	232	print(indent(colored('yellow', pendingReason), 2));	CODE
HIGH	…aldi_modules/src/valdi/jasmine/src/console_reporter.js	152	print('\n');	CODE

Structural Annotation Overuse49 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW⚡	AGENTS.md	195	// Step 1: Define service	COMMENT
LOW⚡	AGENTS.md	200	// Step 2: Create provider component	COMMENT
LOW⚡	AGENTS.md	203	// Step 3: Provide value in parent	COMMENT
LOW	AGENTS.md	214	// Step 4: Consume in child - extend viewModel from ProvidersValuesViewModel	COMMENT
LOW	AGENTS.md	229	// Step 5: Wrap component with provider HOC	COMMENT
LOW	…piler/Sources/Processors/ImageResourcesProcessor.swift	251	// Step 1: Determine the set of output variants we need to emit. When an explicit	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	262	// Step 2: Find variants we don't already have on disk and need to generate.	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	265	// Step 3: Find the variant we can use for resizing the images	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	271	// Step 4: Generate all the missing variants	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	207	// Step 1: identify all images and find their size	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	212	// Step 2: Group the images by their asset identifier	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	216	// Step 3: Generate Compilation items backed by ImageAsset's	COMMENT
LOW	…ansformers/NativeCompilerTransformerOptimizeVarRefs.ts	24	// Step 1: We go over all the variable refs and see which ones are not used in closures	COMMENT
LOW	…ansformers/NativeCompilerTransformerOptimizeVarRefs.ts	80	// Step 2: We eliminate the NewVariableRef, LoadVariableRef, SetVariableRef	COMMENT
LOW⚡	valdi/src/valdi/runtime/Context/ViewNode.cpp	3033	// Step 1: If we finished a layout pass, we update the calculated frame and the view frame	COMMENT
LOW⚡	valdi/src/valdi/runtime/Context/ViewNode.cpp	3043	// Step 2: If we are a scroll element, we compute the RTL offset X and the children space,	COMMENT
LOW	valdi/src/valdi/runtime/Context/ViewNode.cpp	3064	// Step 3: If we are a lazyLayout, we compute the nested layout if we are visible	COMMENT
LOW	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	86	// Step 1: Find all styles which are not present anymore	COMMENT
LOW⚡	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	98	// Step 2: Apply the new styles	COMMENT
LOW⚡	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	105	// Step 3: Remove the styles which have been previously found	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	998	// Step 2: We build a description of all the registered messages and fields along with their indexes	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	1022	// Step 3: Send back the result	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	1070	// Step 1: We parse the protobuf definitions and load them inside a message factory	COMMENT
LOW	ai-skills/skills/valdi-mock-breakdown/skill.md	19	## Step 1: Analyze the layout	COMMENT
LOW	ai-skills/skills/valdi-mock-breakdown/skill.md	42	## Step 2: Choose Valdi elements and widgets	COMMENT
LOW	ai-skills/skills/valdi-mock-breakdown/skill.md	103	## Step 3: Generate the .tsx file	COMMENT
LOW	ai-skills/skills/valdi-mock-breakdown/skill.md	285	## Step 4: Wire interactive state	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	26	### Step 1: Find the module source	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	38	### Step 2: Read the API surface	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	62	### Step 3: Find usage examples	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	76	### Step 4: Summarize	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	116	### Step 1: Edit the preview harness	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	180	### Step 2: Build and hot-reload	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	207	### Step 3: Inspect the rendered output	COMMENT
LOW	ai-skills/skills/valdi-preview/skill.md	228	### Step 4: Iterate	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	121	## Step 1: Breakdown	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	145	## Step 2: Generate the preview harness	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	266	## Step 3: Build, launch, and set up hot-reload	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	302	## Step 4: Capture a screenshot	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	316	## Step 5: Pixel diff	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	353	## Step 6: Parallel refinement agents	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/skill.md	388	## Step 7: Apply fixes (diff coordinator)	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	82	# Step 1: Heavy blur to extract the low-frequency (shadow) component.	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	88	# Step 2: Find element edges in the render (these are where shadows should appear).	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	93	# Step 3: Dilate edges to create a "shadow zone" — the area near edges	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	108	# Step 4: Compare blurred luminance. Where mock is darker than render	COMMENT
LOW	ai-skills/skills/valdi-mock-iterate/skill.md	21	## Step 1: Compare the images	COMMENT
LOW	ai-skills/skills/valdi-mock-iterate/skill.md	59	## Step 2: Produce structured feedback	COMMENT
LOW	ai-skills/skills/valdi-mock-iterate/skill.md	105	## Step 3: Summarize and prioritize	COMMENT

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	npm_modules/cli/src/debugger/devtoolsPanel.spec.ts	1885	harness.panel.state.performance.samples.push({ uptimeMs: 1 });	CODE
CRITICAL	npm_modules/cli/src/debugger/devtoolsPanel.spec.ts	2238	harness.panel.state.performance.samples.push({ uptimeMs: 1 });	CODE
CRITICAL	…_modules/cli/src/debugger/devtoolsRuntimeState.spec.ts	916	reconnectHarness.panel.state.runtimeState.expandedComponents.add('component');	CODE
CRITICAL	…piler/Sources/Processors/GenerateModelsProcessor.swift	144	let baseline = selectedItem.item.bundleInfo.projectConfig.nativeApiMinVersion.map(String.init)	CODE
CRITICAL	…ldi/attributes/impl/gestures/GestureAttributesUtils.kt	31	val pixelDensity = view.context.resources.displayMetrics.density.toDouble()	CODE

Verbosity Indicators26 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	…piler/Sources/Processors/ImageResourcesProcessor.swift	251	// Step 1: Determine the set of output variants we need to emit. When an explicit	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	262	// Step 2: Find variants we don't already have on disk and need to generate.	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	265	// Step 3: Find the variant we can use for resizing the images	COMMENT
LOW⚡	…piler/Sources/Processors/ImageResourcesProcessor.swift	271	// Step 4: Generate all the missing variants	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	207	// Step 1: identify all images and find their size	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	212	// Step 2: Group the images by their asset identifier	COMMENT
LOW⚡	…/Sources/Processors/IdentifyImageAssetsProcessor.swift	216	// Step 3: Generate Compilation items backed by ImageAsset's	COMMENT
LOW	…ansformers/NativeCompilerTransformerOptimizeVarRefs.ts	24	// Step 1: We go over all the variable refs and see which ones are not used in closures	COMMENT
LOW	…ansformers/NativeCompilerTransformerOptimizeVarRefs.ts	80	// Step 2: We eliminate the NewVariableRef, LoadVariableRef, SetVariableRef	COMMENT
LOW	…va/com/snap/valdi/views/touches/TouchDispatcherImpl.kt	167	// If the view is a view group, then we need to check if this view can intercept the touch event	COMMENT
LOW	…ap/valdi/views/touches/TouchDispatcherNewExperience.kt	182	// If the view is a view group, then we need to check if this view can intercept the touch event	COMMENT
LOW	valdi/src/java/com/snap/valdi/store/KeychainUtils.kt	60	// When we bypass, we need to check if a previous key exists and reinitialize with new	COMMENT
LOW⚡	valdi/src/valdi/runtime/Context/ViewNode.cpp	3033	// Step 1: If we finished a layout pass, we update the calculated frame and the view frame	COMMENT
LOW⚡	valdi/src/valdi/runtime/Context/ViewNode.cpp	3043	// Step 2: If we are a scroll element, we compute the RTL offset X and the children space,	COMMENT
LOW	valdi/src/valdi/runtime/Context/ViewNode.cpp	3064	// Step 3: If we are a lazyLayout, we compute the nested layout if we are visible	COMMENT
LOW	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	86	// Step 1: Find all styles which are not present anymore	COMMENT
LOW⚡	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	98	// Step 2: Apply the new styles	COMMENT
LOW⚡	valdi/src/valdi/runtime/CSS/CSSAttributesManager.cpp	105	// Step 3: Remove the styles which have been previously found	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	998	// Step 2: We build a description of all the registered messages and fields along with their indexes	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	1022	// Step 3: Send back the result	COMMENT
LOW	…rc/valdi/runtime/JavaScript/Modules/ProtobufModule.cpp	1070	// Step 1: We parse the protobuf definitions and load them inside a message factory	COMMENT
LOW	valdi/src/valdi/runtime/Views/GlobalViewFactories.cpp	89	// After re-acquiring the lock, we need to check if another thread has beat us to create	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	82	# Step 1: Heavy blur to extract the low-frequency (shadow) component.	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	88	# Step 2: Find element edges in the render (these are where shadows should appear).	COMMENT
LOW⚡	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	93	# Step 3: Dilate edges to create a "shadow zone" — the area near edges	COMMENT
LOW	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	108	# Step 4: Compare blurred luminance. Where mock is darker than render	COMMENT

Deep Nesting28 hits · 28 pts

Severity	File	Line	Context
LOW	tools/ci/size_report.py	216	CODE
LOW	tools/ci/native_impl_check/check_native_impl.py	114	CODE
LOW	tools/ci/native_impl_check/check_native_impl.py	127	CODE
LOW	tools/ci/native_impl_check/check_native_impl.py	145	CODE
LOW	tools/ci/native_impl_check/check_native_impl.py	277	CODE
LOW	tools/api_surface/extract_api.py	27	CODE
LOW	tools/api_surface/extract_api.py	108	CODE
LOW	tools/api_surface/extract_api.py	142	CODE
LOW	tools/api_surface/extract_api.py	178	CODE
LOW	tools/api_surface/extract_api.py	206	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	151	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	544	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	575	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	622	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	668	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	723	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	779	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	840	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	1048	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	1088	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	1117	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	1158	CODE
LOW	…/skills/valdi-mock-to-module/scripts/extract_colors.py	127	CODE
LOW	…/skills/valdi-mock-to-module/scripts/extract_colors.py	181	CODE
LOW	…kills/skills/valdi-mock-to-module/scripts/find_icon.py	76	CODE
LOW	…kills/skills/valdi-mock-to-module/scripts/find_icon.py	91	CODE
LOW	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	162	CODE
LOW	ai-skills/skills/valdi-mock-to-module/scripts/diff.py	251	CODE

Fake / Example Data23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	tools/api_surface/baseline.json	106	"placeholder": "string (optional)",	CODE
LOW	npm_modules/cli/debugger/debugger-model.js	179	'placeholder',	CODE
LOW	npm_modules/cli/debugger/debugger-preview-html.js	114	for (const key of ['value', 'title', 'text', 'placeholder', 'accessibilityLabel', 'label', 'name']) {	CODE
LOW	…egration_with_native/ios_swift/2-ios_hook_up_module.md	62	let dummyFriends = [SCCHelloWorldFriend(name: "John Doe"), SCCHelloWorldFriend(name: "Jane Doe")]	CODE
LOW	…egration_with_native/ios_swift/2-ios_hook_up_module.md	62	let dummyFriends = [SCCHelloWorldFriend(name: "John Doe"), SCCHelloWorldFriend(name: "Jane Doe")]	CODE
LOW	snap_drawing/test/src/TextLayout_Tests.cpp	2069	attributes.setMapValue(STRING_LITERAL("placeholder"), Value(std::string_view("hint text")));	CODE
LOW	…aldi/integration_test_app/src/IntegrationTestCases.tsx	5335	'placeholder',	CODE
LOW	apps/text_rendering_showcase/TextRenderingShowcase.tsx	272	fieldValue: 'user@example.com',	CODE
LOW	valdi/test/runtime/ViewNodeAccessibility_tests.cpp	120	utils.setViewNodeAttribute(view, "placeholder", Value(STRING_LITERAL("input-placeholder")));	CODE
LOW	valdi/test/ios/SCValdiTextViewMeasurementTests.m	184	attributes.values = @{ @"value" : @"", @"placeholder" : @"Send a chat" };	CODE
LOW	…ode_debugger/testWorkspace/web/vue/js/chunk-vendors.js	10176	key === 'placeholder' && value !== '' && !el.__ieph	CODE
LOW	valdi/vscode_debugger/src/cdp/api.d.ts	209	\| 'placeholder'	CODE
LOW	…snap/valdi/attributes/impl/EditTextAttributesBinder.kt	39	"placeholder",	CODE
LOW	valdi/src/valdi/macos/Views/SCValdiMacOSTextField.m	495	[attributesBinder bindUntypedAttribute:@"placeholder" invalidateLayoutOnChange:NO selector:@selector(valdi_setPlaceh	CODE
LOW	valdi/src/valdi/runtime/Attributes/AttributeIds.cpp	35	registerDefaultAttribute(DefaultAttributePlaceholder, "placeholder");	CODE
LOW	valdi/src/valdi/runtime/Attributes/AttributeOwner.cpp	33	static auto kSource = STRING_LITERAL("placeholder");	CODE
LOW	valdi/src/valdi/ios/Views/SCValdiTextView.m	1796	NSString *placeholder = ObjectAs([attributes valueForAttributeName:@"placeholder"], NSString);	CODE
LOW	valdi/src/valdi/ios/Views/SCValdiTextView.m	2059	[attributesBinder bindAttribute:@"placeholder"	CODE
LOW	valdi/src/valdi/ios/Views/SCValdiTextField.m	956	[[SCNValdiCoreCompositeAttributePart alloc] initWithAttribute:@"placeholder"	CODE
LOW	…snap_drawing/Layers/Classes/EditableTextLayerClass.cpp	93	static const auto kPlaceholder = STRING_LITERAL("placeholder");	CODE
LOW	…valdi_modules/src/valdi/valdi_ssr/src/dom/ServerDOM.ts	261	placeholder: 'placeholder',	CODE
LOW	…/src/valdi/web_renderer/src/views/WebValdiTextField.ts	389	case 'placeholder':	CODE
LOW	…s/src/valdi/web_renderer/src/views/WebValdiTextView.ts	229	case 'placeholder':	CODE

AI Slop Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	npm_modules/cli/src/setup/linuxSetup.ts	177	// Download using DevSetupHelper (more robust than wget)	COMMENT
MEDIUM	…e/src/valdi_core/cpp/Utils/ValueMarshallerRegistry.hpp	239	// can leverage the fully resolved schema without hitting the registry	COMMENT
MEDIUM	…rawing/src/snap_drawing/cpp/Drawing/Mask/PaintMask.cpp	16	// This allows us to leverage the saveBehind API	COMMENT
MEDIUM	valdi/src/java/com/snap/valdi/utils/BitmapPool.kt	121	// TODO(simon): We could leverage reconfigure() to allow re-using buffers which are	COMMENT
MEDIUM	…les/src/valdi/web_renderer/src/views/WebValdiScroll.ts	106	// A more robust solution would observe children, but is more complex.	COMMENT

Unused Imports10 hits · 10 pts

Severity	File	Line	Context
LOW	apps/ledger_sql_demo/scripts/android_smoke.py	4	CODE
LOW	compiler/clientsql/package_clientsql.py	3	CODE
LOW	compiler/clientsql/src/clientsql_toolchain.py	1	CODE
LOW	compiler/clientsql/src/clientsql/validator.py	1	CODE
LOW	compiler/clientsql/src/clientsql/typescript.py	1	CODE
LOW	compiler/clientsql/src/clientsql/model.py	1	CODE
LOW	compiler/clientsql/src/clientsql/cli.py	1	CODE
LOW	compiler/clientsql/src/clientsql/sql.py	1	CODE
LOW	…kills/skills/valdi-mock-to-module/scripts/test_diff.py	21	CODE
LOW	…c/valdi/valdi_protobuf/scripts/generate_test_protos.py	6	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	valdi/vscode_debugger/src/adapter/variables.ts	494	// if it's a getter, auto expand as requested	COMMENT

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tsn/scripts/compile_single.sh	47	# Loop through the array	COMMENT
LOW	…modules/src/valdi/valdi_protobuf/web/test/run_tests.sh	47	# Set NODE_PATH to allow jest to find its dependencies	COMMENT
LOW	…les/src/valdi/valdi_protobuf/web/test/extract_types.py	38	# Check if this is a class declaration - start skipping	COMMENT
LOW	…les/src/valdi/valdi_protobuf/web/test/extract_types.py	63	# Check if Long type is used	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ls/valdi-mock-to-module/scripts/test_extract_colors.py	85	# Create an image with a gradient-like pattern	COMMENT
MEDIUM	…modules/src/valdi/valdi_protobuf/web/test/run_tests.sh	50	# Create a minimal jest config to avoid filesystem scanning	COMMENT

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…r/Compiler/Vendors/Clibsass/Sources/kwd_arg_macros.hpp	4	// Example usage:	COMMENT
LOW	…/skills/valdi-mock-to-module/scripts/watch-and-diff.sh	11	# Usage:	COMMENT
LOW	…ills/valdi-mock-to-module/scripts/snapshot-and-diff.sh	4	# Usage:	COMMENT

Excessive Try-Catch Wrapping2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/Sources/Generation/Swift/SwiftFunctionGenerator.swift	121	print("Error in invokeWithJSRuntime: \\(error)")	CODE
MEDIUM	…kills/skills/valdi-mock-to-module/scripts/find_icon.py	263	print("Error: Could not find SIGIcons.tsx. Please provide --icons-file.", file=sys.stderr)	CODE

Overly Generic Function Names4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	compiler/companion/src/ConsoleLogTransformer.spec.ts	101	function doSomething() {	CODE
LOW	…ode_debugger/testWorkspace/web/vue/js/chunk-vendors.js	8147	function getData (data, vm) {	CODE
LOW	…es/src/valdi/valdi_core/src/debugging/DebugSettings.ts	311	function handleRequest(request: DebugSettingsRequest): DebugSettingsSnapshot {	CODE
LOW	…_modules/src/valdi/source_map/test/SourceMapExample.ts	9	export function doSomething(value: any): number {	CODE

Snapchat/Valdi

Open-Source Code Quality, Security and Technical Debt Review