1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.3K

Stars

TypeScript

Language

483.7K

Lines of Code

2.0K

Files

508

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 4.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 371 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 97 finding(s).

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 195 finding(s).

PR Review Velocity Impact 6.1/100 · LOW

Which changes need focused human review? 508 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 1MEDIUM 43LOW 463

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 508 distinct pattern matches across 11 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 Block204 hits · 204 pts

Severity	File	Line	Snippet	Context
LOW	charts/tabularis/values.yaml	21	# -- password: built-in login page. proxy: an authenticating reverse proxy	COMMENT
LOW	packages/explain/src/parsers/postgres.ts	121	extra,	COMMENT
LOW	packages/web-ui/src/contexts/DatabaseProvider.tsx	1461	// isn't a plain capability check: an ordinary single-database Postgres	COMMENT
LOW	packages/web-ui/src/contexts/DatabaseProvider.tsx	2141		COMMENT
LOW	packages/web-ui/src/utils/findUnsupportedFeatures.ts	61	// SSL support.	COMMENT
LOW	packages/web-ui/src/utils/sqlSplitter/scriptBlocks.ts	1	// GoogleSQL (BigQuery) procedural-block tracker. The splitter feeds it	COMMENT
LOW	packages/web-ui/src/utils/sqlSplitter/classify.ts	1	// Single-statement classifiers. Mirror of	COMMENT
LOW	packages/web-ui/src/components/ui/SqlEditorWrapper.tsx	161	}, []);	COMMENT
LOW	…es/web-ui/src/components/modals/NewConnectionModal.tsx	561		COMMENT
LOW	…es/web-ui/src/components/modals/NewConnectionModal.tsx	661	activeDriver?.capabilities?.connectionStringExample?.trim() \|\|	COMMENT
LOW	packages/web-ui/src/hooks/useBuiltinDriverMigration.ts	121	} = useDatabase();	COMMENT
LOW	packages/web-ui/src/hooks/useBuiltinDriverMigration.ts	181	// failure), the banner either stays suppressed or shows the honest	COMMENT
LOW	packages/web-ui/src/hooks/useBuiltinDriverMigration.ts	241	// Migrate one connection: auto-disconnect if open, flip the driver, run a	COMMENT
LOW	packages/web-ui/src/hooks/useBuiltinDriverMigration.ts	441	// above, not the values this useCallback closed over: Connections.tsx's	COMMENT
LOW	packages/web-ui/src/pages/Connections.tsx	201	// after this toast is dismissed.	COMMENT
LOW	packages/web-ui/src/pages/SchemaDiagramPage.tsx	21	// Distinct from `databaseName` (display-only label / MySQL flat-driver	COMMENT
LOW	.github/workflows/npm-publish.yml	1	name: Publish npm packages	COMMENT
LOW	.github/workflows/npm-publish.yml	21	# Conventional Commit titles that land on main and keeps one release PR open	COMMENT
LOW	.github/workflows/nightly.yml	1	name: Nightly	COMMENT
LOW	.github/workflows/nightly.yml	101	echo "Building $tag from $validated_sha (previous nightly: ${last_tag:-none})."	COMMENT
LOW	.github/workflows/preview-comment.yml	1	name: Preview Comment	COMMENT
LOW	.github/workflows/preview.yml	1	name: Preview Build	COMMENT
LOW	.github/workflows/build.yml	1	name: Build	COMMENT
LOW	.github/workflows/build.yml	161	- name: Cache Rust dependencies	COMMENT
LOW	src-tauri/Cargo.toml	121	# by Apple and trips opaque errors like "One or more parameters passed to	COMMENT
LOW	src-tauri/tests/mysql_routines.rs	1	//! Opt-in coverage of routine parameter discovery against a real server.	COMMENT
LOW	src-tauri/tests/mysql_columns.rs	1	//! Opt-in coverage of column metadata discovery against a real server.	COMMENT
LOW	src-tauri/tests/mysql_indexes.rs	1	//! Opt-in coverage of index discovery against a real server.	COMMENT
LOW	src-tauri/tests/mysql_foreign_keys.rs	1	//! Opt-in coverage of the production foreign-key discovery path.	COMMENT
LOW	src-tauri/tests/postgres_integration/parity_mv_extra.rs	1	//! Extra parity tests for materialized views — MV definition retrieval.	COMMENT
LOW	…auri/tests/postgres_integration/parity_foreign_keys.rs	1	//! Parity tests for foreign key introspection — covers baseline tests from	COMMENT
LOW	src-tauri/tests/postgres_integration/parity_indexes.rs	1	//! Parity tests for index introspection — covers baseline tests from	COMMENT
LOW	src-tauri/tests/postgres_integration/parity.rs	1	//! Parity test harness — runs identical assertions against multiple driver	COMMENT
LOW	…i/tests/postgres_integration/parity_column_metadata.rs	1	//! Parity tests for column metadata — covers baseline tests from	COMMENT
LOW	src-tauri/tests/postgres_integration/parity_blob.rs	1	//! Parity tests for BLOB (bytea) handling — covers ALL 3 baseline tests from	COMMENT
LOW	src-tauri/tests/postgres_integration/main.rs	1	//! PostgreSQL parity integration tests.	COMMENT
LOW	src-tauri/tests/postgres_integration/parity_batch.rs	1	//! Parity tests for `execute_batch` — ensures plugin handles multi-statement	COMMENT
LOW	src-tauri/tests/postgres_integration/golden_utils.rs	1	//! Golden file capture and comparison utilities.	COMMENT
LOW	…/tests/postgres_integration/parity_schema_discovery.rs	1	//! Parity tests for schema discovery — covers baseline tests from	COMMENT
LOW	src-tauri/src/connection_migrations.rs	41		COMMENT
LOW	src-tauri/src/connection_migrations.rs	81	/// computing its own rewrite. Pure and synchronous so the concurrency guard	COMMENT
LOW	src-tauri/src/connection_migrations.rs	101	/// Path-based, no `AppHandle` — callable from both the GUI process (wrapped	COMMENT
LOW	src-tauri/src/logger.rs	101	/// where neither `--debug` nor an explicit level was given, letting a user	COMMENT
LOW	src-tauri/src/ai_activity.rs	361	///	COMMENT
LOW	src-tauri/src/ai_activity.rs	381	/// this classifier and the server tokenize it to hide a `;` and a second	COMMENT
LOW	src-tauri/src/ai_activity.rs	441	// Dialect disagreements over where a literal or comment ends are handled	COMMENT
LOW	src-tauri/src/ai_activity.rs	841	///	COMMENT
LOW	src-tauri/src/ai_activity.rs	861	backslash_in_single: bool,	COMMENT
LOW	src-tauri/src/ai_activity.rs	1021		COMMENT
LOW	src-tauri/src/ai.rs	341		COMMENT
LOW	src-tauri/src/dump_utils.rs	121	/// Quotes `s` as a string literal.	COMMENT
LOW	src-tauri/src/config.rs	41	#[serde(default = "default_true")]	COMMENT
LOW	src-tauri/src/config.rs	141	/// COMPAT(registry-ga): legacy config key from before the Tabularium API	COMMENT
LOW	src-tauri/src/config.rs	201	/// Maximize the window on startup. Default: false.	COMMENT
LOW	src-tauri/src/config.rs	221	/// Per-call `output_format` arguments override this preference. Default: `"json"`.	COMMENT
LOW	src-tauri/src/config.rs	241	/// Bring the main window to the foreground and make it temporarily top-most	COMMENT
LOW	src-tauri/src/config.rs	281		COMMENT
LOW	src-tauri/src/config.rs	301	/// Map of `plugin_id` → list of capability-gap feature names the user has	COMMENT
LOW	src-tauri/src/config.rs	321	#[derive(Debug, Serialize, Deserialize, Clone, Default)]	COMMENT
LOW	src-tauri/src/models.rs	161	pub host: String,	COMMENT
144 more matches not shown…

Hyper-Verbose Identifiers155 hits · 158 pts

Severity	File	Line	Snippet	Context
LOW	packages/explain/src/diagnostics.ts	318	export function countDiagnosticsBySeverity(	CODE
LOW	packages/explain/src/parsers/mysql.ts	152	function parseMariadbTemporaryTable(value: unknown, ids: NodeIdAllocator): ExplainNode {	CODE
LOW	packages/explain/src/parsers/mysql.ts	178	function parseMariadbSubqueryCache(value: unknown, ids: NodeIdAllocator): ExplainNode {	CODE
LOW	packages/explain/src/parsers/source.ts	70	export function explainEngineFromDriverName(name: string): ExplainEngine \| null {	CODE
LOW	packages/explain/src/parsers/source.ts	147	function detectPostgresFormatOrNull(raw: string): BuiltinExplainSourceFormat \| null {	CODE
LOW	packages/create-plugin/src/migrate.ts	52	function regenerateReleaseWorkflow(dir: string, binName: string): void {	CODE
LOW	…ui/tests/components/modals/NewConnectionModal.test.tsx	1625	function renderModalWithCredentialToggle(initialConnection?: InitialConnection) {	CODE
LOW	…ui/tests/components/modals/NewConnectionModal.test.tsx	2077	function renderModalWithSecretField(initialConnection?: InitialConnection) {	CODE
LOW	…ui/tests/components/modals/NewConnectionModal.test.tsx	2111	function connectionWithStoredSecret(): InitialConnection {	CODE
LOW	packages/web-ui/tests/api/contract/transportContract.ts	101	export function defineTransportContractSuite(	CODE
LOW	packages/web-ui/tests/api/contract/transportContract.ts	847	export async function createLiveWebContractServer(	CODE
LOW	packages/web-ui/src/contexts/PluginSlotProvider.tsx	70	async function loadExternalPluginContributions(	CODE
LOW	…s/web-ui/src/contexts/PlatformCapabilitiesProvider.tsx	10	export function PlatformCapabilitiesProvider({	CODE
LOW	packages/web-ui/src/platform/browserFallbacks.ts	16	export function publishBrowserCapabilityFallback(fallback: BrowserCapabilityFallback): void {	CODE
LOW	packages/web-ui/src/platform/browserFallbacks.ts	24	export function subscribeBrowserCapabilityFallbacks(	CODE
LOW	packages/web-ui/src/platform/browserCapabilities.ts	42	function browserCapabilityNegotiation(serverFileBrowser: boolean): PlatformCapabilityNegotiation {	CODE
LOW	packages/web-ui/src/platform/environment.ts	7	export function detectPlatformEnvironment(probe: TauriRuntimeProbe = isTauri): PlatformEnvironment {	CODE
LOW	packages/web-ui/src/platform/capabilities.ts	237	export function createPlatformCapabilityNegotiation(	CODE
LOW	packages/web-ui/src/platform/capabilities.ts	256	export function requirePlatformCapability(	CODE
LOW	packages/web-ui/src/platform/systemColorScheme.ts	8	export async function listenForColorSchemeChanges(	CODE
LOW	packages/web-ui/src/platform/browserDialogs.ts	60	export function subscribeBrowserServerPathRequests(	CODE
LOW	packages/web-ui/src/platform/browserDialogs.ts	70	export function subscribeBrowserMessageRequests(	CODE
LOW⚡	packages/web-ui/src/platform/activeCapabilities.ts	5	export function registerActivePlatformCapabilities(capabilities: PlatformCapabilities): void {	CODE
LOW⚡	packages/web-ui/src/platform/activeCapabilities.ts	9	export function getActivePlatformCapabilities(): PlatformCapabilities {	CODE
LOW⚡	packages/web-ui/src/platform/activeCapabilities.ts	17	export function getActivePlatformCapabilitiesOrNull(): PlatformCapabilities \| null {	CODE
LOW	packages/web-ui/src/utils/builtInCommands.ts	41	export function createBuiltInCommandItems(	CODE
LOW	packages/web-ui/src/utils/contextMenu.ts	27	export function calculateContextMenuPosition(constraints: ViewportConstraints): MenuPosition {	CODE
LOW	packages/web-ui/src/utils/editorCommands.ts	31	export function createActiveEditorCommands({	CODE
LOW	packages/web-ui/src/utils/sqlInvisibleCharacters.ts	54	export function getSqlInvisibleCharacterEdits(	CODE
LOW	packages/web-ui/src/utils/sqlInvisibleCharacters.ts	86	export function cleanSqlInvisibleCharacters(text: string, dialect?: DialectInput): string {	CODE
LOW	packages/web-ui/src/utils/editorNavigation.ts	13	function parseEditorNavigationRequest(value: unknown): EditorNavigationRequest \| null {	CODE
LOW	packages/web-ui/src/utils/editorNavigation.ts	81	export function createEditorNavigationIntent(	CODE
LOW	packages/web-ui/src/utils/editorNavigation.ts	144	export function parseEditorNavigationIntent(	CODE
LOW	packages/web-ui/src/utils/blob.ts	322	export function extractCellImagePreviewUrl(value: unknown): string \| null {	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	76	export function validateQueryHistoryDateRange(	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	156	export function queryHistoryDatabaseFilterFor(database: string): QueryHistoryDatabaseFilter {	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	171	export function getQueryHistoryDatabaseChoices(	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	192	export function isQueryHistoryDatabaseFilterAvailable(	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	211	export function isQueryHistoryFilterActive(	CODE
LOW	packages/web-ui/src/utils/queryHistoryFilter.ts	235	export function filterQueryHistoryEntries(	CODE
LOW	packages/web-ui/src/utils/graphLayout.ts	61	export function calculateCenteredPosition(	CODE
LOW	packages/web-ui/src/utils/triggerSql.ts	346	export function buildCreateTriggerStatements(a: BuildTriggerArgs): string[] {	CODE
LOW	packages/web-ui/src/utils/themeManagement.ts	80	export function migrateThemeFromLocalStorage(	CODE
LOW	packages/web-ui/src/utils/driverCapabilities.ts	28	export function supportsPluginDropTableSql(capabilities?: DriverCapabilities \| null): boolean {	CODE
LOW	packages/web-ui/src/utils/driverCapabilities.ts	32	export function supportsCreateForeignKeys(capabilities?: DriverCapabilities \| null): boolean {	CODE
LOW	packages/web-ui/src/utils/keyboardEvents.ts	1	export function isTextCompositionKeyEvent(event: KeyboardEvent): boolean {	CODE
LOW	packages/web-ui/src/utils/notebook.ts	20	export function createDefaultNotebookState(): NotebookState {	CODE
LOW	packages/web-ui/src/utils/autocomplete.ts	50	export function needsKeywordCaseRetrigger(	CODE
LOW	packages/web-ui/src/utils/connectionFiles.ts	7	export async function prepareConnectionImportFile(	CODE
LOW	packages/web-ui/src/utils/connectionStringParser.ts	74	function getProtocolFromConnectionString(value: string): string \| null {	CODE
LOW	packages/web-ui/src/utils/connectionStringParser.ts	81	function normalizeJdbcConnectionString(value: string): string {	CODE
LOW	packages/web-ui/src/utils/connectionStringParser.ts	181	function connectionStringImportEnabled(capabilities?: DriverCapabilities \| null): boolean {	CODE
LOW	packages/web-ui/src/utils/connectionStringParser.ts	266	export function getSupportedConnectionStringProtocols(	CODE
LOW	packages/web-ui/src/utils/connectionStringParser.ts	423	export function looksLikeConnectionString(	CODE
LOW	packages/web-ui/src/utils/sqlAnalysis.ts	212	function effectiveStatementKeyword(cleaned: string): string \| null {	CODE
LOW	packages/web-ui/src/utils/ssh.ts	118	export function formatSshConnectionString(ssh: SshConnection): string {	CODE
LOW	packages/web-ui/src/utils/editor.ts	283	export function closeAllTabsForConnection(	CODE
LOW	packages/web-ui/src/utils/editor.ts	294	export function closeOtherTabsForConnection(	CODE
LOW	packages/web-ui/src/utils/openSourceLibraries.ts	129	export function getOpenSourceLibraryTotal(): number {	CODE
LOW	packages/web-ui/src/utils/sql.ts	203	export function extractEditableViewDefinition(sql: string): string {	CODE
95 more matches not shown…

Decorative Section Separators40 hits · 120 pts

Severity	File	Line	Snippet	Context
MEDIUM	demo/docker-compose.yml	4	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	demo/docker-compose.yml	6	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	demo/docker-compose.yml	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	demo/docker-compose.yml	26	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	demo/docker-compose.yml	46	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	demo/docker-compose.yml	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packages/web-ui/tests/utils/connectionManager.test.ts	13	// ─── Fixtures ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/connectionManager.test.ts	62	// ─── Tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/connectionLayout.test.ts	30	// ─── Fixtures ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/connectionLayout.test.ts	71	// ─── Tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	18	// ─── Fixtures ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	42	// ─── resolveMatch ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	86	// ─── matchesEvent ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	444	// ─── default shortcut conflicts ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	486	// ─── mergeShortcuts ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	529	// ─── formatEvent ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/tests/utils/keybindings.test.ts	574	// ─── formatMatch ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/columnStats.ts	16	// ─── Column statistics (issue #1001) ──────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/columnStats.ts	16	// ─── Column statistics (issue #1001) ──────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/columnStats.ts	230	// ─── Column statistics from plugin drivers (issue #1137) ─────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/columnStats.ts	230	// ─── Column statistics from plugin drivers (issue #1137) ─────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/filterBar.ts	544	// ─── Value picker (issue #869) ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/utils/filterBar.ts	544	// ─── Value picker (issue #869) ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	67	// ─── Internal toolbar ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	132	// ── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	152	// ── panel helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	198	// ── structured filter actions ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	341	// ── SQL autocomplete ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	416	// ── ORDER BY autocomplete ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	486	// ── shared ORDER BY / LIMIT ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	536	// ── render ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/components/ui/TableToolbar.tsx	957	// ─── Public wrapper — panel state and filters lifted here to survive key-driven remounts ─────	COMMENT
MEDIUM	…es/web-ui/src/components/modals/ImportFromAppModal.tsx	556	// ── Source picker step ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…es/web-ui/src/components/modals/ImportFromAppModal.tsx	646	// ── Bulk group selector ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…es/web-ui/src/components/modals/ImportFromAppModal.tsx	772	// ── Preview step ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/pages/Connections.tsx	622	// ── Multi-select bulk actions ────────────────────────────────────────────	COMMENT
MEDIUM	packages/web-ui/src/pages/Connections.tsx	867	// ── Shared helpers for connection card/item rendering ────────────────────────	COMMENT
MEDIUM	src-tauri/src/credential_cache.rs	46	// ─── Read-through helpers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/credential_cache.rs	213	// ─── Write-through helpers ────────────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/credential_cache.rs	273	// ─── Invalidation helpers ─────────────────────────────────────────────────────	COMMENT

Fake / Example Data96 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	demo/generate-perf-sql.py	20	"REPEAT(CONCAT('Lorem ipsum dolor row ', {g}, '. '), 6)",	CODE
LOW	demo/generate-perf-sql.py	21	"repeat('Lorem ipsum dolor row ' \|\| {g} \|\| '. ', 6)"),	CODE
LOW	demo/init/postgres/07-enum-demo.sql	35	('acc-001', 'Acme Corp', 'enterprise', 'happy'),	CODE
LOW	demo/init/postgres/04-text-demo.sql	65	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	demo/init/postgres/04-text-demo.sql	65	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	demo/init/postgres/06-perf-wide.sql	76	repeat('Lorem ipsum dolor row ' \|\| g \|\| '. ', 6),	CODE
LOW	demo/init/postgres/03-json-demo.sql	65	'description', repeat('lorem ipsum dolor sit amet consectetur ', 4),	CODE
LOW	demo/init/postgres/03-json-demo.sql	65	'description', repeat('lorem ipsum dolor sit amet consectetur ', 4),	CODE
LOW	demo/init/mysql/04-text-demo.sql	67	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	demo/init/mysql/04-text-demo.sql	67	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	demo/init/mysql/06-perf-wide.sql	81	REPEAT(CONCAT('Lorem ipsum dolor row ', g.g, '. '), 6),	CODE
LOW	demo/init/mysql/03-json-demo.sql	70	'description', REPEAT('lorem ipsum dolor sit amet consectetur ', 4),	CODE
LOW	demo/init/mysql/03-json-demo.sql	70	'description', REPEAT('lorem ipsum dolor sit amet consectetur ', 4),	CODE
LOW	demo/init/mysql/02-blog-demo.sql	62	('jdoe', 'Jane Doe', 'jane@blogdemo.test', 'Software engineer writing about distributed systems.'),	CODE
LOW	plugins/PLUGIN_GUIDE.md	359	"database": { "label": "Project ID", "placeholder": "billing-project" }	CODE
LOW	plugins/tabularium-extensions.schema.json	486	"placeholder": {	CODE
LOW	plugins/tabularium-extensions.schema.json	508	"placeholder": {	CODE
LOW	plugins/tabularium-extensions.schema.json	530	"placeholder": {	CODE
LOW	plugins/tabularium-extensions.schema.json	552	"placeholder": {	CODE
LOW	plugins/tabularium-extensions.schema.json	574	"placeholder": {	CODE
LOW	plugins/manifest.schema.json	429	"placeholder": {	CODE
LOW	packages/web-ui/tests/utils/notebookParams.test.ts	126	{name: 'email', value: "'user@example.com'"},	CODE
LOW	packages/web-ui/tests/utils/notebookParams.test.ts	128	expect(result.sql).toBe("SELECT * FROM t WHERE id = 'user@example.com'");	CODE
LOW	packages/web-ui/tests/utils/plugins.test.ts	26	name: 'John Doe',	CODE
LOW	packages/web-ui/tests/utils/plugins.test.ts	32	expect(parseAuthor('John Doe')).toEqual({name: 'John Doe'});	CODE
LOW	packages/web-ui/tests/utils/clipboard.test.ts	131	const row = [1, 'John Doe', 'john@example.com'];	CODE
LOW	packages/web-ui/tests/utils/clipboard.test.ts	134	'{"id":1,"name":"John Doe","email":"john@example.com"}',	CODE
LOW	…ages/web-ui/tests/utils/connectionFieldsSchema.test.ts	17	expect(Object.keys(override.properties)).toEqual(['hidden', 'label', 'placeholder']);	CODE
LOW	…ages/web-ui/tests/utils/connectionFieldsSchema.test.ts	30	expect(Object.keys(override.properties)).toEqual(['hidden', 'label', 'placeholder']);	CODE
LOW	…ckages/web-ui/tests/components/ui/FieldEditor.test.tsx	50	render(<FieldEditor name="name" type="varchar" value="John Doe" onChange={onChange} />);	CODE
LOW	…ckages/web-ui/tests/components/ui/FieldEditor.test.tsx	54	expect(textarea).toHaveValue('John Doe');	CODE
LOW	…/tests/components/settings/PluginSettingsPage.test.tsx	123	'placeholder',	CODE
LOW	…ui/tests/components/modals/NewConnectionModal.test.tsx	2122	expect(input).toHaveAttribute('placeholder', 'stored-secret');	CODE
LOW	…i/tests/components/modals/K8sConnectionsModal.test.tsx	181	expect(portInput).not.toHaveAttribute('placeholder', '3306');	CODE
LOW	packages/web-ui/tests/hooks/useReferencedRecord.test.ts	31	rows: [[42, 'Acme Corp']],	CODE
LOW	packages/web-ui/tests/hooks/useReferencedRecord.test.ts	51	expect(res.rows).toEqual([[42, 'Acme Corp']]);	CODE
LOW	packages/web-ui/tests/hooks/useReferencedRecord.test.ts	58	rows: [[42, 'Acme Corp']],	CODE
LOW	packages/web-ui/tests/hooks/useRowEditor.test.ts	8	name: 'John Doe',	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	23	result.current.updateField('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	26	expect(result.current.editedData.name).toBe('Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	27	expect(onChange).toHaveBeenCalledWith('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	35	result.current.updateField('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	40	expect(onChange).toHaveBeenCalledWith('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	60	result.current.updateField('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	66	name: 'Jane Doe',	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	75	result.current.updateField('name', 'Jane Doe');	CODE
LOW⚡	packages/web-ui/tests/hooks/useRowEditor.test.ts	78	expect(result.current.editedData.name).toBe('Jane Doe');	CODE
LOW	packages/web-ui/src/i18n/locales/zh.json	1363	"placeholder": "PIN 或密码短语",	CODE
LOW	packages/web-ui/src/i18n/locales/zh.json	1533	"placeholder": "搜索表、视图、例程、触发器...",	CODE
LOW	packages/web-ui/src/i18n/locales/zh.json	2160	"placeholder": "输入 JSON...",	CODE
LOW	packages/web-ui/src/i18n/locales/zh.json	2541	"placeholder": "搜索操作...",	CODE
LOW	packages/web-ui/src/i18n/locales/ja.json	1401	"placeholder": "PINまたはパスフレーズ",	CODE
LOW	packages/web-ui/src/i18n/locales/ja.json	1570	"placeholder": "テーブル、ビュー、ルーチン、トリガーを検索...",	CODE
LOW	packages/web-ui/src/i18n/locales/ja.json	2252	"placeholder": "JSON を入力...",	CODE
LOW	packages/web-ui/src/i18n/locales/ja.json	2620	"placeholder": "アクションを検索...",	CODE
LOW	packages/web-ui/src/i18n/locales/de.json	1388	"placeholder": "PIN oder Passphrase",	CODE
LOW	packages/web-ui/src/i18n/locales/de.json	1558	"placeholder": "Tabellen, Views, Routinen, Trigger suchen...",	CODE
LOW	packages/web-ui/src/i18n/locales/de.json	2207	"placeholder": "JSON eingeben...",	CODE
LOW	packages/web-ui/src/i18n/locales/de.json	2592	"placeholder": "Aktionen suchen...",	CODE
LOW	packages/web-ui/src/i18n/locales/ru.json	1386	"placeholder": "PIN-код или парольная фраза",	CODE
36 more matches not shown…

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/web-ui/tests/themes/themeRuntime.test.ts	240	const rules = schema.properties.editor.properties.rules.items.properties.token.enum.map(	CODE

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/create-plugin/README.md	66	# With UI extension scaffold	COMMENT
MEDIUM	packages/create-plugin/README.md	70	## Next steps after scaffolding	COMMENT
MEDIUM	packages/create-plugin/src/themeAuthor.ts	159	`# ${name}\n\nTwo declarative Tabularis variants. Edit themes/*.json, then run:\n\n\`\`\`sh\nnode tools/theme.mj	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/web-ui/src/pages/Editor.tsx	6626	// AI-generated SQL uses the same production-first safety pipeline.	COMMENT

Verbosity Indicators3 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	285	// Step 1: Cell edit	COMMENT
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	289	// Step 2: Add row	COMMENT
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	293	// Step 3: Mark row for deletion	COMMENT

Structural Annotation Overuse3 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	285	// Step 1: Cell edit	COMMENT
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	289	// Step 2: Add row	COMMENT
LOW⚡	packages/web-ui/tests/utils/gridUndo.test.ts	293	// Step 3: Mark row for deletion	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ate-plugin/templates/rust-driver/src/handlers/query.rs	12	// TODO: implement a real connectivity check (open a connection, run a	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/web-ui/tests/api/contract/transportContract.ts	880	async function handleRequest(	CODE

TabularisDB/tabularis

Open-Source Code Quality, Security and Technical Debt Review