1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

21.1K

Stars

Rust

Language

970.3K

Lines of Code

3.4K

Files

639

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 2.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 527 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

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

Agent Over-Engineering Ratio 1.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 154 finding(s).

PR Review Velocity Impact 4.8/100 · LOW

Which changes need focused human review? 639 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 8HIGH 10MEDIUM 92LOW 529

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 639 distinct pattern matches across 22 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 Block410 hits · 399 pts

Severity	File	Line	Snippet	Context
LOW	.oxlintrc.json	1	// The rule set lives in the @cubejs-backend/linter package so it stays a publishable,	COMMENT
LOW	install-cli.sh	1	#!/bin/sh	COMMENT
LOW	lerna-publish.sh	41	# Cleanup below discards staged as well as unstaged changes to tracked files.	COMMENT
LOW	rust/cubestore/cubezetasketch/src/encoding.rs	41	/// ρ(w) can be determined from the lowest sp-p bits of the sparse index or	COMMENT
LOW	rust/cubestore/cubezetasketch/src/sketch.rs	21	/// estimate as defined in hllplus-unique.proto, allowing users to merge aggregators with data	COMMENT
LOW	rust/cubestore/cubezetasketch/src/sketch.rs	81	// /** The smallest normal precision supported by this aggregator. */	COMMENT
LOW	rust/cubestore/cubezetasketch/src/data.rs	21	/// We only support a small range of precisions from `MINIMUM_PRECISION` to	COMMENT
LOW	rust/cubestore/cubezetasketch/src/data.rs	61	}	COMMENT
LOW	rust/cubestore/cubezetasketch/src/data.rs	161		COMMENT
LOW	rust/cubestore/cubezetasketch/src/data.rs	441	]	COMMENT
LOW	rust/cubestore/cubezetasketch/src/sparse.rs	341	/// - If the sparse representation has become too large, converts to a `NormalRepresentation`.	COMMENT
LOW	rust/cubestore/cubestore/src/util/metrics.rs	1	//! DogStatsD client to report metrics over UDP.	COMMENT
LOW	rust/cubestore/cubestore/src/config/mod.rs	561	fn repartition_chunks_time_budget_secs(&self) -> u64;	COMMENT
LOW	rust/cubestore/cubestore/src/config/mod.rs	581	/// The group is already bounded by repartition_merge_max_input_files and the download	COMMENT
LOW	rust/cubestore/cubestore/src/config/mod.rs	601	fn repartition_check_overlapping_children(&self) -> bool;	COMMENT
LOW	rust/cubestore/cubestore/src/config/mod.rs	1381	}	COMMENT
LOW	rust/cubestore/cubestore/src/sys/malloc.rs	1	#[cfg(all(target_os = "linux", not(target_env = "musl")))] // malloc_trim is only in glibc.	COMMENT
LOW	…ore/cubestore/src/cachestore/cache_eviction_manager.rs	141	/// Higher counters have exponentially a lower probability of incrementing.	COMMENT
LOW	rust/cubestore/cubestore/src/http/mod.rs	61	/// needs it should reconnect rather than report a transport failure.	COMMENT
LOW	rust/cubestore/cubestore/src/http/mod.rs	81	/// pressure, and giving up then would quietly stop counting connections	COMMENT
LOW	rust/cubestore/cubestore/src/http/mod.rs	101	/// message at the transport before the handler ever saw it, and at the default	COMMENT
LOW	rust/cubestore/cubestore/src/http/mod.rs	121	) -> Option<String> {	COMMENT
LOW	rust/cubestore/cubestore/src/http/mod.rs	221	/// connection reconnects, while one that had forgotten about it simply loses it.	COMMENT
LOW	…ubestore/cubestore/src/queryplanner/pretty_printers.rs	781	.map(\|p\| p.object_meta.location.to_string())	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/rolling.rs	741	let input = concat_batches(&plan.sorted_input.schema(), &batches)?;	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/rolling.rs	1001	}	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	21		COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	41	/// If omitted, the function will yield an error when it cannot find a solution. Must be	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	221	on_error,	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	241	// ScalarValue::Float16(o) => Ok(o.map(f64::from)),	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	261	// ScalarValue::FixedSizeBinary(_, _) => err("FixedSizeBinary"),	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	281	// ScalarValue::DurationSecond(_) => err("DurationSecond"),	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	301	// .map(\|date\| date.num_days_from_ce() - EPOCH_DAYS_FROM_CE)	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	321	// ScalarValue::Int16(_) => err("Int16"),	COMMENT
LOW	rust/cubestore/cubestore/src/queryplanner/udf_xirr.rs	341	// ScalarValue::Map(_) => err("Map"),	COMMENT
LOW	…ubestore/cubestore/src/queryplanner/serialized_plan.rs	621	// right,	COMMENT
LOW	…ubestore/cubestore/src/queryplanner/serialized_plan.rs	901	// SerializedLogicalPlan::CrossJoinAgg {	COMMENT
LOW	…ubestore/cubestore/src/queryplanner/serialized_plan.rs	921	// agg_expr: agg_expr.clone(),	COMMENT
LOW	…ubestore/cubestore/src/queryplanner/serialized_plan.rs	941	// input: Arc::new(input),	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	1	// TODO upgrade DF	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	21	// fn optimize(	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	41	// let lift_up_result = lift_up_expensive_projections(input, ColumnRecorder::default());	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	61		COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	81	// Err(e) => {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	101	// .collect::<Result<Vec<_>>>()?;	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	121	// Expr::Column(c) => {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	141	// impl ExpressionVisitor for ExpressionCost {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	161	// fn post_visit(mut self, expr: &Expr) -> Result<Self> {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	181	// cost_visitor = ex.accept(cost_visitor)?;	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	201	// );	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	221	// // Columns that we are already retaining. .0 field indexes into `expr`. .1 field is	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	241	// if used_columns.columns.contains(&field.qualified_column()) {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	261	// if expensive_expr_list.is_empty() {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	281	// let mut new_expr = Vec::<Expr>::new();	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	301	// pal_debug!("ar_col {:?} comparing to col {:?}", ar_col, col);	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	321	// used_field_names.insert(input_field.name().clone());	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	341	// );	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	361	// pal_debug!("Invoking DFSchema::new");	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	381	// mod tests {	COMMENT
LOW	…e/cubestore/src/queryplanner/projection_above_limit.rs	401		COMMENT
350 more matches not shown…

Decorative Section Separators75 hits · 256 pts

Severity	File	Line	Snippet	Context
MEDIUM	…schemas/yaml_files/common/integration_multi_stage.yaml	827	# ── filter: directive variants ────────────────────────────────────	COMMENT
MEDIUM	…schemas/yaml_files/common/integration_multi_stage.yaml	1051	# ── filter on segments ────────────────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	21	// ─── Per-measure property tests ─────────────────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	258	// ─── patch_measure: valid type replacements ───────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	329	// ─── patch_measure: invalid type replacements ─────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	372	// ─── patch_measure: no type change (None) ─────────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	401	// ─── patch_measure: filter addition validation ────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	464	// ─── patch_measure: combined type change + filters ────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	501	// ─── State form ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	553	// ─── Render modifiers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…esqlplanner/cubesqlplanner/src/tests/measure_symbol.rs	636	// ─── Multi-stage properties + filter directive ──────────────────────────────	COMMENT
MEDIUM	…qlplanner/cubesqlplanner/src/tests/dimension_symbol.rs	13	// ─── Per-dimension property tests ───────────────────────────────────────────	COMMENT
MEDIUM	…ner/cubesqlplanner/src/tests/filter/partition_range.rs	124	// ── partition range + db timezone ──────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	9	// ── equals ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	216	// ── notEquals ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	263	// ── in / notIn ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	385	// ── set / notSet ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	407	// ── comparison operators ────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	593	// ── contains with multiple values ───────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	629	// ── like with null ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	665	// ── measure filters (HAVING) ──────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	707	// ── filter groups (OR / AND) ────────────────────────────────────────────────	COMMENT
MEDIUM	…besqlplanner/cubesqlplanner/src/tests/filter/to_sql.rs	790	// ── date operators ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…sqlplanner/cubesqlplanner/src/tests/filter/tree_ops.rs	156	// ─── keep_only_members ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…sqlplanner/cubesqlplanner/src/tests/filter/tree_ops.rs	232	// ─── segment handling ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	25	// ── equality ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	93	// ── nullability ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	119	// ── comparison ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	153	// ── like ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	187	// ── date ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	206	// ── HAVING: measures ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	242	// ── members that must NOT be wrapped ────────────────────────────────────────	COMMENT
MEDIUM	…nner/cubesqlplanner/src/tests/filter/member_operand.rs	272	// ── trailing line comment ───────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	695	// \| ┌─────────────────────────────┐	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	697	// \| ┌───┼─────────────┐ │	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	699	// \| │ └─────────────┼───────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	701	// \| └─────────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	702	// └──────────────────────────────────────────> Rows	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	710	// ═══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	716	// \| ┌─────────────────────────────┐	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	718	// \| ┌───┼─────────────┐ │	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	720	// \| │░░░└─────────────┼───────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	722	// \| └─────────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	723	// └──────────────────────────────────────────> Rows	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	727	// ═══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	733	// \| ┌─────────────────────────────┐	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	735	// \| ┌───┼─────────────┐░░░░░░░░░░░░░░░│	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	737	// \| │ └─────────────┼───────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	739	// \| └─────────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	740	// └──────────────────────────────────────────> Rows	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	744	// ═══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	750	// \| ┌─────────────────────────────┐	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	752	// \| ┌───┼─────────────┐ │	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	754	// \| │ └─────────────┼───────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	756	// \| └─────────────────┘	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	757	// └──────────────────────────────────────────> Rows	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	761	// ═══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	767	// \| ┌─────────────────────────────┐	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	769	// \| ┌───┼─────────────┐ │	COMMENT
MEDIUM⚡	packages/cubejs-server-core/src/core/CompilerApi.ts	771	// \| │ └─────────────┼───────────────┘	COMMENT
15 more matches not shown…

Hallucination Indicators8 hits · 80 pts

Severity	File	Line	Snippet	Context
CRITICAL	rust/cubesql/cubesql/src/compile/rewrite/converter.rs	2226	self.cube_context.sessions.server.config_obj.clone(),	CODE
CRITICAL	…chema-compiler/test/unit/context-symbols-proxy.test.ts	121	expect(proxy.a.b.c.d.e.filter('col')).toBe('1 = 1');	CODE
CRITICAL	…a-compiler/test/unit/filter-params-time-shifts.test.ts	11	const SHIFTED = '${FILTER_PARAMS.fiscal_calendar.reportD.time_shifts.prev_fy.filter('	CODE
CRITICAL	…a-compiler/test/unit/filter-params-time-shifts.test.ts	197	FILTER_PARAMS.fiscal_calendar.report_d.time_shifts.prev_fy.filter(	CODE
CRITICAL	…ompiler/test/unit/member-sql-template-compiler.test.ts	141	(FILTER_PARAMS) => `${FILTER_PARAMS.calendar.d.time_shifts.prev_fy.filter((from: string, to: string) => `c >= ${fr	CODE
CRITICAL	…ompiler/test/unit/member-sql-template-compiler.test.ts	154	(FILTER_PARAMS) => `${FILTER_PARAMS.calendar.d.timeShifts.prev_fy.filter('c')}`,	CODE
CRITICAL	…ompiler/test/unit/member-sql-template-compiler.test.ts	165	FILTER_PARAMS.calendar.d.time_shifts.prev_fy.filter((from: string, to: string) => `c >= ${from} AND c <= ${to}`)	CODE
CRITICAL	…integration/postgres/filter-params-time-shifts.test.ts	280	'${FILTER_PARAMS.fiscal_calendar.reportD.time_shifts.prev_fy.filter(\'day_d\')}'	CODE

Hyper-Verbose Identifiers68 hits · 70 pts

Severity	File	Line	Snippet	Context
LOW	rust/cubestore/js-wrapper/src/download.ts	36	export async function downloadBinaryFromRelease() {	CODE
LOW	…es/cubejs-server-core/src/core/SharedCompilerCaches.ts	59	export function resetSharedCompilerCaches(): void {	CODE
LOW	packages/cubejs-backend-maven/src/maven.ts	170	export function getDependenciesFromPackage(): MavenDependency[] {	CODE
LOW	…src/QueryBuilderV2/utils/get-used-cubes-and-members.ts	81	export function extractMembersFromFilters(filters: Filter[]) {	CODE
LOW	…js-playground/src/QueryBuilderV2/utils/chart-colors.ts	102	export function getChartSolidColorByIndex(index: number) {	CODE
LOW	…yground/src/QueryBuilderV2/utils/graphql-converters.ts	11	export async function convertGraphQLToJsonQuery({	CODE
LOW	…yground/src/QueryBuilderV2/utils/graphql-converters.ts	621	export function convertJsonQueryToGraphQL({ meta, query }: { meta?: Meta \| null; query: Query }) {	CODE
LOW	…rc/components/QueryTabs/ChartRendererStateProvider.tsx	38	export function ChartRendererStateProvider({	CODE
LOW	…rc/components/QueryTabs/ChartRendererStateProvider.tsx	161	export function useChartRendererStateMethods() {	CODE
LOW	…bejs-playground/src/components/QueryTabs/QueryTabs.tsx	294	function handleDrilldownModalClose() {	CODE
LOW	…ents/LivePreviewContext/LivePreviewContextProvider.tsx	145	export function LivePreviewContextProvider({	CODE
LOW	packages/cubejs-playground/src/rollup-designer/utils.ts	28	export function getPreAggregationReferences(	CODE
LOW	packages/cubejs-playground/src/rollup-designer/utils.ts	88	export function getRollupDefinitionFromReferences(	CODE
LOW	…s/cubejs-api-gateway/src/member-expression-security.ts	31	export function assertSafeMemberExpressionSql(sql: string, cubeParams: string[]): void {	CODE
LOW	…s/cubejs-api-gateway/src/member-expression-security.ts	87	export function assertSafeCompiledMemberExpression(expression: string[]): void {	CODE
LOW	packages/cubejs-api-gateway/src/query.ts	412	function parseInputMemberExpression(expression: unknown): InputMemberExpression {	CODE
LOW	packages/cubejs-api-gateway/src/gateway.ts	187	function nonEmptyUsedPreAggregations(	CODE
LOW	packages/cubejs-api-gateway/src/gateway.ts	214	function publicUsedPreAggregations(	CODE
LOW	packages/cubejs-api-gateway/src/gateway.ts	244	function mergePreAggregationDescriptions(	CODE
LOW	packages/cubejs-api-gateway/src/graphql.ts	470	export function getJsonQueryFromGraphQLQuery(query: string, metaConfig: any, variableValues: Record<string, any> = {}) {	CODE
LOW	…ejs-api-gateway/src/helpers/transform-meta-extended.ts	22	function handleDimensionCaseCondition(caseCondition: any) {	CODE
LOW	packages/cubejs-schema-compiler/test/unit/utils.ts	102	export function createCubeSchemaWithAccessPolicy(name: string, extraPolicies: string = ''): string {	CODE
LOW	packages/cubejs-schema-compiler/test/unit/utils.ts	230	export function createCubeSchemaWithCustomGranularitiesAndTimeShift(name: string): string {	CODE
LOW	packages/cubejs-schema-compiler/test/unit/utils.ts	380	export function createViewSchemaWithDefaultValueFilter(): string {	CODE
LOW	packages/cubejs-schema-compiler/test/unit/utils.ts	442	export function createSchemaYamlForGroupFilterParamsTests(cubeDefSql: string): string {	CODE
LOW	…kages/cubejs-schema-compiler/src/compiler/JoinGraph.ts	398	function findIfMultipliedRecursive(currentCube: string): boolean {	CODE
LOW	…s/cubejs-schema-compiler/src/compiler/CubeValidator.ts	1356	function formatErrorMessageFromDetails(explain: Map<string, string>, d: Joi.ValidationErrorItem) {	CODE
LOW	…s/cubejs-schema-compiler/src/compiler/CubeValidator.ts	1384	function collectFunctionFieldsPatterns(patterns: Set<string>, path: string, o: any) {	CODE
LOW	…-schema-compiler/src/compiler/named-numeric-formats.ts	74	export function resolveNamedNumericFormat(value: string): string \| undefined {	CODE
LOW	…es/cubejs-testing/test/smoke-graceful-shutdown.test.ts	30	function unconnectedPostgresClient(user: string, password: string) {	CODE
LOW	packages/cubejs-testing/src/birdbox.ts	250	export async function startBirdBoxFromContainer(	CODE
LOW	packages/cubejs-backend-native/test/config.py	56	async def scheduled_refresh_time_zones(ctx):	CODE
LOW	packages/cubejs-backend-native/test/config.py	62	async def scheduled_refresh_contexts(ctx):	CODE
LOW	packages/cubejs-backend-native/test/old-config.py	34	async def scheduled_refresh_time_zones(ctx):	CODE
LOW	packages/cubejs-backend-native/test/old-config.py	41	async def scheduled_refresh_contexts(ctx):	CODE
LOW	packages/cubejs-backend-native/test/jinja.test.ts	42	function testTemplateWithPythonCtxBySnapshot(init: InitJinjaFn, templateName: string, ctx: unknown) {	CODE
LOW	packages/cubejs-backend-native/test/jinja.test.ts	54	function testTemplateErrorWithPythonCtxBySnapshot(init: InitJinjaFn, templateName: string, ctx: unknown) {	CODE
LOW	packages/cubejs-backend-native/test/jinja.test.ts	71	function testLoadBrokenTemplateBySnapshot(init: InitJinjaFn, templateName: string) {	CODE
LOW	packages/cubejs-backend-native/test/bridge/helpers.ts	18	export function invokeFilterParamsCallback(	CODE
LOW	…ages/cubejs-backend-native/python/cube/src/__init__.py	397	async def _cube_template_call_async(args, *kwargs):	CODE
LOW	packages/cubejs-backend-native/js/index.ts	234	function wrapNativeFunctionWithChannelCallback(	CODE
LOW	packages/cubejs-backend-native/js/index.ts	274	function wrapRawNativeFunctionWithChannelCallback(	CODE
LOW	packages/cubejs-backend-native/js/index.ts	315	function wrapNativeFunctionWithStream(	CODE
LOW	…ubejs-cubestore-driver/codegen/http-parameter-value.ts	23	export function unionToHttpParameterValue(	CODE
LOW	…ubejs-cubestore-driver/codegen/http-parameter-value.ts	39	export function unionListToHttpParameterValue(	CODE
LOW	…ejs-cubestore-driver/codegen/http-query-result-data.ts	13	export function unionToHttpQueryResultData(	CODE
LOW	…ejs-cubestore-driver/codegen/http-query-result-data.ts	24	export function unionListToHttpQueryResultData(	CODE
LOW	packages/cubejs-clickhouse-driver/src/Transform.ts	30	function hasCanonicalDateTimePrefix(s: string): boolean {	CODE
LOW	packages/cubejs-clickhouse-driver/src/Transform.ts	142	function createTruncatingDateTimeConverter(width: number): ColumnConverter {	CODE
LOW	packages/cubejs-clickhouse-driver/src/Transform.ts	288	export function buildTransformFromNamesAndTypes(names: Array<string>, types: Array<string>): Transform {	CODE
LOW	packages/cubejs-base-driver/src/driver.interface.ts	111	export function isDownloadTableMemoryData(tableData: any): tableData is TableMemoryData {	CODE
LOW⚡	packages/cubejs-databricks-jdbc-driver/src/helpers.ts	9	export function extractAndRemoveUidPwdFromJdbcUrl(jdbcUrl: string): [uid: string, pwd: string, cleanedUrl: string] {	CODE
LOW⚡	packages/cubejs-databricks-jdbc-driver/src/helpers.ts	18	export function validateAndRemoveGeoSpatialSupportFromJdbcUrl(jdbcUrl: string): string {	CODE
LOW⚡	packages/cubejs-databricks-jdbc-driver/src/helpers.ts	18	export function validateAndRemoveGeoSpatialSupportFromJdbcUrl(jdbcUrl: string): string {	CODE
LOW	…ubejs-testing-drivers/src/tests/testExternalSchemas.ts	7	export function redshiftExternalSchemasSuite(	CODE
LOW	…ting-drivers/src/tests/testIncrementalSchemaLoading.ts	13	export function incrementalSchemaLoadingSuite(	CODE
LOW	…ubejs-query-orchestrator/test/benchmarks/instrument.ts	112	function patchQueueDriverConnectionForTrack(connection: QueueDriverConnectionInterface, counters: BenchCounters): QueueD	CODE
LOW	…query-orchestrator/src/orchestrator/PreAggregations.ts	65	export function getLastUpdatedAtTimestamp(	CODE
LOW	…ery-orchestrator/src/orchestrator/QueryOrchestrator.ts	49	function detectQueueAndCacheDriver(options: QueryOrchestratorOptions): CacheAndQueryDriverType {	CODE
LOW	packages/cubejs-client-core/src/index.ts	178	function pickCubeSqlResultMetadata(parsed: any): CubeSqlResultMetadata {	CODE
8 more matches not shown…

Magic Placeholder Names5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	docs-mintlify/api-reference/api.yaml	7968	description: 'Token authentication. Send `Authorization: Bearer <YOUR_TOKEN>`.'	CODE
HIGH	docs-mintlify/api-reference/chat.yaml	400	description: 'API key authentication. Send `Authorization: Api-Key <YOUR_API_KEY>`.'	CODE
HIGH	docs-mintlify/api-reference/chat.yaml	400	description: 'API key authentication. Send `Authorization: Api-Key <YOUR_API_KEY>`.'	CODE
HIGH	docs-mintlify/scripts/extract-chat.js	160	description: 'API key authentication. Send `Authorization: Api-Key <YOUR_API_KEY>`.',	CODE
HIGH	docs-mintlify/scripts/extract-chat.js	160	description: 'API key authentication. Send `Authorization: Api-Key <YOUR_API_KEY>`.',	CODE

AI Slop Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	rust/cubestore/cubestore-sql-tests/src/tests.rs	2058	// change with time, though, so test is not robust.	COMMENT
MEDIUM	rust/cubesql/cubesql/src/compile/rewrite/converter.rs	1530	// Regular join would use hash partitioning here, so it would be quicker, and utilize less CPU,	COMMENT
MEDIUM	packages/cubejs-cli/src/command/token.ts	59	console.log(` ${chalk.yellow(`Please refer to ${chalk.cyan('https://docs.cube.dev/cube-core/deployment#security')} fo	CODE
MEDIUM	packages/cubejs-api-gateway/src/graphql.ts	405	// Push down all inDateRange filters to time dimensions to leverage pre-aggregations	COMMENT
MEDIUM	packages/cubejs-backend-native/Cargo.toml	58	# harness. Off by default — never enable in production builds.	COMMENT
MEDIUM	packages/cubejs-backend-native/src/node_export.rs	1035	#[cfg(feature = "bridge-test-harness")]	COMMENT
MEDIUM	packages/cubejs-backend-native/src/lib.rs	7	#[cfg(feature = "bridge-test-harness")]	COMMENT

Verbosity Indicators9 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW⚡	…besqlplanner/src/planner/symbols/common/symbol_path.rs	88	// Step 1: If current_cube set, try resolving parts[0] as member	COMMENT
LOW⚡	…besqlplanner/src/planner/symbols/common/symbol_path.rs	97	// Step 2: Try resolving parts[0] as cube reference	COMMENT
LOW	…cubesqlplanner/src/planner/time_dimension/date_time.rs	217	// Step 1: add years and months with fallback logic. A quarter is three	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	247	// Step 2: Add weeks and days	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	251	// Step 3: Recombine with original time	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	255	// Step 4: Add time-based parts	COMMENT
LOW	…/cubejs-server-core/test/unit/RefreshScheduler.test.ts	1294	// Step 1: Immediate retry - should skip due to backoff (10-second window)	COMMENT
LOW	…/cubejs-server-core/test/unit/RefreshScheduler.test.ts	1315	// Step 2: Verify backoff persists - pre-aggregation is still in backoff after 500ms	COMMENT
LOW	…ges/cubejs-schema-compiler/src/compiler/CubeSymbols.ts	1709	// so we need to check if such granularity exists in cube definition.	COMMENT

Fake / Example Data12 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	rust/cubesql/cubesql/src/compile/rewrite/analysis.rs	1211	"placeholder",	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	403	regexp_substr('test@test.com', '@[^.]*') as match_dot,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	407	regexp_substr('test@test.com', null) as pattern_null,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	408	regexp_substr('test@test.com', '@[^.]*', 1) as position_default,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	409	regexp_substr('test@test.com', '@[^.]*', 5) as position_no_skip,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	410	regexp_substr('test@test.com', '@[^.]*', 6) as position_skip,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	411	regexp_substr('test@test.com', '@[^.]*', 0) as position_zero,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	412	regexp_substr('test@test.com', '@[^.]*', -1) as position_negative,	CODE
LOW⚡	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	413	regexp_substr('test@test.com', '@[^.]*', 100) as position_more_then_input	CODE
LOW	rust/cubesql/cubesql/src/compile/test/test_udfs.rs	425	SELECT 'test@test.com' as a	CODE
LOW	packages/cubejs-testing/test/smoke-links.test.ts	138	expect(data[1]['users.full_name']).toBe('John Doe');	CODE
LOW	packages/cubejs-testing/test/smoke-links.test.ts	139	expect(data[1]['users.full_name___link_google_search_url']).toBe('John Doe');	CODE

Structural Annotation Overuse8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	…besqlplanner/src/planner/symbols/common/symbol_path.rs	88	// Step 1: If current_cube set, try resolving parts[0] as member	COMMENT
LOW⚡	…besqlplanner/src/planner/symbols/common/symbol_path.rs	97	// Step 2: Try resolving parts[0] as cube reference	COMMENT
LOW	…cubesqlplanner/src/planner/time_dimension/date_time.rs	217	// Step 1: add years and months with fallback logic. A quarter is three	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	247	// Step 2: Add weeks and days	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	251	// Step 3: Recombine with original time	COMMENT
LOW⚡	…cubesqlplanner/src/planner/time_dimension/date_time.rs	255	// Step 4: Add time-based parts	COMMENT
LOW	…/cubejs-server-core/test/unit/RefreshScheduler.test.ts	1294	// Step 1: Immediate retry - should skip due to backoff (10-second window)	COMMENT
LOW	…/cubejs-server-core/test/unit/RefreshScheduler.test.ts	1315	// Step 2: Verify backoff persists - pre-aggregation is still in backoff after 500ms	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	docs-mintlify/scripts/rewrite_links.py	process a single mdx file. returns true if changes were made.	STRING
HIGH	docs-mintlify/scripts/update_frontmatter.py	process a single mdx file. returns true if changes were made.	STRING
HIGH	docs-mintlify/scripts/transform_components.py	process a single mdx file. returns true if changes were made.	STRING

Modern AI Meta-Vocabulary6 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	71	[Cube](https://cube.dev?ref=github-readme) is our commercial product — an agentic analytics platform built on Cube Core.	CODE
MEDIUM	README.md	83	<img src="https://img.youtube.com/vi/7ZQGGepDjUQ/maxresdefault.jpg" alt="Cube agentic analytics workshop on YouTube" w	CODE
MEDIUM	…ages/cubejs-playground/src/pages/CubeBI/CubeBiPage.tsx	47	<Link href="https://cube.dev?ref=github-readme" target="_blank">Cube</Link> is an agentic analytics platform b	CODE
MEDIUM	.github/workflows/claude-code-review.yml	133	# the context window. review-threads.md reads our prior threads itself,	COMMENT
MEDIUM	docs-mintlify/CLAUDE.md	220	Every [Deployment](#product-taxonomy) ships with one agent by default. The agent powers AI features (Analytics Chat,	CODE
MEDIUM	docs-mintlify/CLAUDE.md	229	#### In multi-agent contexts	COMMENT

Excessive Try-Catch Wrapping6 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…ages/cubejs-backend-native/python/cube/src/__init__.py	334	except Exception as e:	CODE
LOW	…ages/cubejs-backend-native/python/cube/src/__init__.py	376	except Exception as e:	CODE
MEDIUM	docs-mintlify/scripts/rewrite_links.py	222	print(f"Error: {target} not found", file=sys.stderr)	CODE
MEDIUM	docs-mintlify/scripts/check_links.py	111	print(f"Error: {docs_root} not found", file=sys.stderr)	CODE
MEDIUM	docs-mintlify/scripts/update_frontmatter.py	220	print(f"Error: {target} not found", file=sys.stderr)	CODE
MEDIUM	docs-mintlify/scripts/transform_components.py	564	print(f"Error: {target} not found", file=sys.stderr)	CODE

Deep Nesting8 hits · 8 pts

Severity	File	Line	Context
LOW	…ages/cubejs-backend-native/test/templates/memo_leak.py	33	CODE
LOW	docs-mintlify/scripts/rewrite_links.py	159	CODE
LOW	docs-mintlify/scripts/rewrite_links.py	189	CODE
LOW	docs-mintlify/scripts/check_links.py	64	CODE
LOW	docs-mintlify/scripts/update_frontmatter.py	98	CODE
LOW	docs-mintlify/scripts/update_frontmatter.py	187	CODE
LOW	docs-mintlify/scripts/transform_components.py	488	CODE
LOW	docs-mintlify/scripts/transform_components.py	519	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…irdbox-fixtures/postgresql/dbt-project/dbt_project.yml	31	# In this example config, we tell dbt to build all models in the example/ directory	COMMENT

Slop Phrases4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/rust-cubesql.yml	134	# package (no prebuilt binaries for Node.js 26, don't forget to uncomment excludes below!)	COMMENT
LOW	.github/workflows/rust-cubesql.yml	134	# package (no prebuilt binaries for Node.js 26, don't forget to uncomment excludes below!)	COMMENT
LOW	.github/workflows/push.yml	84	# Don't forget to update build-native-release	COMMENT
LOW	.github/workflows/push.yml	285	# Don't forget to align with PYTHON_VERSION_CURRENT	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…ages/cubejs-backend-native/test/templates/memo_leak.py	45	except ValueError:	CODE

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	rust/cubestore/cubezetasketch/src/sketch.rs	190	// TODO: implement or remove.	COMMENT
LOW	rust/cubestore/cubehll/src/instance.rs	675	// TODO: implement this for completeness. Airlift can read Dense HLL in V1 format.	COMMENT
LOW	packages/cubejs-client-vue3/src/QueryBuilder.js	298	// TODO: implement timezone	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…es/cubejs-testing/birdbox-fixtures/rbac-python/cube.py	18	# Check if any of the specified keys are in the dictionary	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs-mintlify/scripts/upload-asset.sh	5	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/cubejs-backend-native/test/utils.py	4	def test_function(query: dict) -> dict:	CODE

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…ages/cubejs-backend-native/python/cube/src/__init__.py	427	__all__ = [	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	docs-mintlify/scripts/transform_components.py	20		CODE

cube-js/cube

Open-Source Code Quality, Security and Technical Debt Review