2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.1K

Stars

TypeScript

Language

232.8K

Lines of Code

1.6K

Files

378

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 8.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 315 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 7.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 208 finding(s).

PR Review Velocity Impact 10.8/100 · LOW

Which changes need focused human review? 378 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 1MEDIUM 76LOW 301

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 378 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.

Decorative Section Separators55 hits · 190 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/src/user-components/formatValue.test.ts	656	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/formatValue.test.ts	660	// ─────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/tags/series_charts/combo_chart/label-geometry.test.ts	162	// ── Generated scenarios ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	51	// ── TIME axis · hour grain (date column) ────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	101	// ── TIME axis · day grain ───────────────────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	175	// ── TIME axis · week grain ──────────────────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	225	// ── TIME axis · month grain ─────────────────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	427	// ── TIME axis · quarter grain ───────────────────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	725	// ── VALUE axis · plain numbers (no grain) ───────────────────────────────	COMMENT
MEDIUM	…/series_charts/combo_chart/x-axis-label-matrix.test.ts	751	// ── CATEGORY axis · string labels ───────────────────────────────────────	COMMENT
MEDIUM	…ponents/tags/series_charts/combo_chart/x-axis-rules.ts	20	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ponents/tags/series_charts/combo_chart/x-axis-rules.ts	25	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/tags/series_charts/combo_chart/x-axis-test-harness.ts	310	// ── Dataset builders ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ries_charts/combo_chart/x-axis-rendered-labels.test.ts	20	// ── Dataset builders ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ries_charts/combo_chart/x-axis-rendered-labels.test.ts	37	// ── Tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ries_charts/combo_chart/x-axis-rendered-labels.test.ts	518	// ── Timezone invariance (the reason this PR moved to local-everywhere) ────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	126	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	128	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	133	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	136	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	141	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	143	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	146	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	148	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	153	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	161	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	185	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	188	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	194	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	core/src/user-components/common/fill-gaps.ts	196	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	9	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	11	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	61	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	63	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	133	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	135	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	341	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	343	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	388	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	390	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	453	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	455	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	481	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	483	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	567	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/src/user-components/common/fill-gaps.test.ts	570	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	158	// ── Stage: auth ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	161	// ── Detect the external repo (required) ────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	186	// ── Stage: org ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	189	// ── Auto-detect branch + root directory ────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	201	// ── Stage: project (reuse repo-linked project → create) ────────────────────	COMMENT
MEDIUM⚡	cli/cli/launch.ts	289	// ── Stage: GitHub App install + repo access ────────────────────────────────	COMMENT
MEDIUM⚡	cli/cli/launch.ts	292	// ── Stage: warehouse credentials ───────────────────────────────────────────	COMMENT
MEDIUM⚡	cli/cli/launch.ts	295	// ── Stage: initial sync ────────────────────────────────────────────────────	COMMENT
MEDIUM	cli/cli/launch.ts	320	// ── Done ───────────────────────────────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers153 hits · 152 pts

Severity	File	Line	Snippet	Context
LOW	core/src/interpolate-query-strings.ts	364	function shouldIncludeConditionalBlock(	CODE
LOW	core/src/readiness.svelte.ts	72	export function setupRepeatableRenderReadiness(	CODE
LOW	core/src/component-click-to-source.context.svelte.ts	20	export function setComponentClickToSourceContext(context: ComponentClickToSourceContext): void {	CODE
LOW	core/src/component-click-to-source.context.svelte.ts	24	export function getComponentClickToSourceContext(): ComponentClickToSourceContext \| undefined {	CODE
LOW	core/src/preview-viewport.context.svelte.ts	12	export function setPreviewViewportContext(get: () => PreviewViewport) {	CODE
LOW	core/src/preview-viewport.context.svelte.ts	17	export function getPreviewViewportContext(): (() => PreviewViewport) \| undefined {	CODE
LOW	core/src/connectors/clickhouse/resolve.ts	10	export function resolveClickHouseCredentials(config: ClickHouseConnection): ClickHouseCredentials {	CODE
LOW	core/src/connectors/databricks/resolve.ts	10	export function resolveDatabricksCredentials(config: DatabricksConnection): DatabricksCredentials {	CODE
LOW	core/src/connectors/motherduck/resolve.ts	15	export async function resolveMotherduckCredentials(	CODE
LOW	core/src/connectors/bigquery/client-options.ts	17	export function buildBigQueryClientOptions(	CODE
LOW	core/src/connectors/bigquery/resolve.ts	15	export async function resolveBigQueryCredentials(	CODE
LOW	core/src/connectors/snowflake/resolve.ts	19	export async function resolveSnowflakeCredentials(	CODE
LOW	core/src/connectors/redshift/resolve.ts	29	export async function resolveRedshiftCredentials(	CODE
LOW	core/src/connectors/postgres/resolve.ts	33	export async function resolvePostgresCredentials(	CODE
LOW	core/src/connectors/sqlserver/resolve.ts	12	export async function resolveSqlServerCredentials(	CODE
LOW	core/src/user-components/filter-input-types.ts	7	export function getFilterInputComponentNames(): string[] {	CODE
LOW	…er-components/sandbox-runtime-errors-context.svelte.ts	167	export function setSandboxRuntimeErrorsContext(): SandboxRuntimeErrorsContext {	CODE
LOW	…er-components/sandbox-runtime-errors-context.svelte.ts	180	export function getSandboxRuntimeErrorsContext(): SandboxRuntimeErrorsContext \| undefined {	CODE
LOW	core/src/user-components/formatValue.ts	12	function convertSingleQuotesToDouble(formatCode: string): string {	CODE
LOW	core/src/user-components/formatValue.ts	451	export function canonicalizeTimeAxisValue(value: unknown): unknown {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	71	function filterErrorsInsideOpaqueBodies(ast: Node, errors: ValidateError[]): ValidateError[] {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	194	function getCustomComponentRegistry(	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	331	function removeObjectStringFromTree(tree: RenderableTreeNode): RenderableTreeNode {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	712	function validateNoNestedInlineQueries(ast: Node): MarkdocStar.ValidateError[] {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	755	function validateSharedComponentInputs(	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	880	function validateQuotedValueInText(ast: Node): ValidateError[] {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	1078	function validateAllowedChildrenAndParents(node: Node, parent?: Node): ValidateError[] {	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	1151	function validateDuplicateFilterIds(	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	1203	function validateDuplicateFenceNames(	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	1260	function validateReservedQueryNames(	CODE
LOW	…omponents/Renderer/MarkdocProcessor/process-markdoc.ts	1300	function collectReferencedPartials(	CODE
LOW	…derer/MarkdocProcessor/rewrite-bare-translation-sql.ts	21	export function rewriteBareTranslationSqlAccessors(	CODE
LOW	…derer/MarkdocProcessor/rewrite-bare-translation-sql.ts	194	export function rewriteSqlFenceTranslationTokens(	CODE
LOW	…rkdocProcessor/replaceFilterVariablesWithComponents.ts	17	export function replaceFilterVariablesWithComponents(	CODE
LOW	…rkdocProcessor/replaceFilterVariablesWithComponents.ts	69	function splitTextWithFilterVariables(text: string): RenderableTreeNode \| RenderableTreeNode[] {	CODE
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	230	function registerWorkflowPeriodFilter(	CODE
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	287	function collectNestedComponentTagNodes(	CODE
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	316	function createComponentScopedConfig(	CODE
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	400	function collectStaticExternalFilters(	CODE
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	484	function containsWorkflowPeriodSelector(node: Node): boolean {	CODE
LOW	…ponents/custom-components/declared-caller-variables.ts	15	export function declaredCallerVariablesFromContent(content: string): Record<string, unknown> {	CODE
LOW	…onents/custom-components/component-attribute-schema.ts	109	export function parseCustomComponentAttributesWithErrors(raw: unknown): {	CODE
LOW	…onents/custom-components/component-attribute-schema.ts	162	export function parseCustomComponentAttributes(	CODE
LOW	…nents/custom-components/namespace-component-queries.ts	38	export function rewriteTemplateReferences(	CODE
LOW	…nents/custom-components/namespace-component-queries.ts	87	export function rewriteEvidenceQueryCalls(	CODE
LOW	…nents/custom-components/namespace-component-queries.ts	146	export function namespaceComponentQueries(	CODE
LOW	…nents/custom-components/namespace-component-queries.ts	192	export function componentQueriesUseDollarVariables(body: Node): boolean {	CODE
LOW	…nents/custom-components/namespace-component-queries.ts	260	export function applyInstanceScopeToRenderable(	CODE
LOW	…user-components/custom-components/build-custom-tags.ts	66	function componentBodyErrorsAtCallSite(	CODE
LOW	…user-components/custom-components/build-custom-tags.ts	497	export function buildCustomComponentRegistry(	CODE
LOW	…user-components/custom-components/build-custom-tags.ts	562	export function customComponentsAsUserComponents(	CODE
LOW	…user-components/custom-components/build-custom-tags.ts	629	export function dissolveRemainingSlotPlaceholders(	CODE
LOW	…nents/custom-components/detect-misnested-attributes.ts	30	export function detectMisnestedAttributeDeclarations(	CODE
LOW	…er-components/tags/repeat/build-repeat-query-config.ts	24	export function resolveRepeatColumnExpression(	CODE
LOW	…src/user-components/tags/funnel_chart/funnel-labels.ts	123	export function resolveAutoLabelPlacement(opts: {	CODE
LOW	…components/tags/funnel_chart/build-funnel-chart-sql.ts	22	export function buildFunnelChartSQLConfig(attrs: FunnelChartSQLAttrs): SQLQueryConfig {	CODE
LOW	…components/tags/custom_map/sandbox/sandbox-protocol.ts	144	export function validateFilterCreateMessage(message: unknown): FilterCreateMessage \| null {	CODE
LOW	core/src/user-components/tags/html/schema.ts	73	export function collectScriptVariableReads(source: string): Set<string> {	CODE
LOW	core/src/user-components/tags/html/link-hosts.ts	42	export function extractLinkHostsFromSource(source: string): Set<string> {	CODE
LOW	…rc/user-components/tags/html/extract-filter-creates.ts	61	export function extractFilterCreatesFromJs(source: string): ExtractedExternalFilter[] {	CODE
93 more matches not shown…

Structural Annotation Overuse42 hits · 83 pts

Severity	File	Line	Snippet	Context
LOW⚡	core/src/FILTER_SYSTEM.md	88	this.#value = newValue; // Step 1: update reactive state	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	90	if (this.opts.dontUseQueryParam) return; // Step 2: opt-out flag	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	91	if (!this.deps.updateUrl) return; // Step 3: no write capability (editor, server)	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	95	this.#lastSerialized = serialized; // Step 4: snapshot — see Core Principle 5	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	96	if (this.#isInitializing \|\| !changed) return; // Step 5: block during construction / no-op write	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	100	const url = new URL(currentUrl); // Step 6: copy (never mutate original)	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	102	url.searchParams.set(this.id, serialized); // Step 7: set param	CODE
LOW⚡	core/src/FILTER_SYSTEM.md	106	this.deps.updateUrl(url); // Step 8: write to browser URL	CODE
LOW⚡	…gs/series_charts/combo_chart/series/percentageStack.ts	31	// Step 1: Calculate totals for each x-value across all series	COMMENT
LOW	…gs/series_charts/combo_chart/series/percentageStack.ts	46	// Step 2: Transform each series' data to percentages	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	419	// Step 1: Create a mock processor that simulates filter resolution	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	429	// Step 2: Define schema with supportsVariables on relevant attributes	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	458	// Step 3: Component props (as they come from Markdoc)	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	468	// Step 4: Process all props using schema	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	471	// Step 5: Verify results	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	619	// Step 1: Parse user input	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	624	// Step 2: Apply transformations	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	681	// Step 3: Handle special alias generation for comparisons and sparklines (after transformations)	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	691	// Step 4: Format alias for dialect (uppercase for Snowflake, unchanged for ClickHouse)	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	697	// Step 5: Assemble final SQL (quote alias via the dialect — `"..."` works	COMMENT
LOW	core/src/user-components/common/build-comparisons.ts	192	// Step 1: Build subject_totals CTE (calculate measures at subject grain)	COMMENT
LOW	core/src/user-components/common/build-comparisons.ts	268	// Step 2: Build benchmark aggregation	COMMENT
LOW⚡	core/src/user-components/common/COMPARISON_SYSTEM.md	39	// Step 1: Resolve variables in comparison props	COMMENT
LOW⚡	core/src/user-components/common/COMPARISON_SYSTEM.md	48	// Step 2: Build comparison config	COMMENT
LOW⚡	core/src/user-components/common/COMPARISON_SYSTEM.md	58	// Step 3: Include in query config	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	584	// Step 1: Remove string literals first to avoid parsing inside them	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	587	// Step 2: Handle quoted identifiers (preserve them as single units)	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	607	// Step 3: Remove function calls to avoid treating function names as columns	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	613	// Step 4: Handle PostgreSQL-style type casting with comprehensive patterns	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	616	// Step 5: Handle aliases - remove "AS alias" constructs	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	619	// Step 6: Replace operators and punctuation with spaces to isolate identifiers	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	622	// Step 7: Extract potential column identifiers	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	625	// Step 8: Convert quoted identifier placeholders back to original names	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	633	// Step 9: Filter out SQL keywords and validation placeholders (but preserve quoted identifiers even if they match keyw	COMMENT
LOW	core/src/filter-variables/VariableProcessor.ts	76	// Step 1: Process frontmatter variables ({{ $var }}) if available	COMMENT
LOW	core/src/filter-variables/VariableProcessor.ts	96	// Step 2: Process filter variables ({{ filter.property }}) if available	COMMENT
LOW⚡	cli/cli/auth.ts	410	// Step 1: Request device authorization	COMMENT
LOW⚡	cli/cli/auth.ts	413	// Step 2: Display code and open browser	COMMENT
LOW⚡	cli/cli/auth.ts	421	// Step 3: Poll for tokens	COMMENT
LOW⚡	cli/cli/auth.ts	429	// Step 4: Exchange refresh token for sealed session via Studio API	COMMENT
LOW	cli/cli/auth.ts	459	// Step 5: Store credentials (with the latest refresh token)	COMMENT
LOW	cli/cli/auth.ts	476	// Step 6: Create CLI APT token	COMMENT

Over-Commented Block65 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	core/src/Query.svelte.ts	181	});	COMMENT
LOW	core/src/Query.svelte.ts	421	userLimit,	COMMENT
LOW	core/src/Query.svelte.ts	561	}	COMMENT
LOW	core/src/Query.svelte.ts	861	}	COMMENT
LOW	core/src/interpolate-query-strings.ts	521		COMMENT
LOW	core/src/connectors/postgres/normalize-date-rows.ts	1	// Collapse Postgres date/timestamp values to the canonical Evidence date shape	COMMENT
LOW	core/src/metrics/resolve-metric.ts	261	if (!found) {	COMMENT
LOW	…s/Renderer/MarkdocProcessor/MarkdocProcessor.svelte.ts	281	#translations = $state<TranslationMap>({});	COMMENT
LOW	…s/Renderer/MarkdocProcessor/MarkdocProcessor.svelte.ts	301	// map of name → declared `default:` value (or '' when no default). Empty	COMMENT
LOW	…s/Renderer/MarkdocProcessor/MarkdocProcessor.svelte.ts	401	// real line + non-empty character range — the editor's decoration	COMMENT
LOW	…mponents/Renderer/MarkdocProcessor/register-filters.ts	101	}	COMMENT
LOW	…user-components/custom-components/build-custom-tags.ts	421	: transformChild(body);	COMMENT
LOW	…e/src/user-components/tags/dropdown/validation.test.ts	21	// On first paint in PDF mode, the options	COMMENT
LOW	core/src/user-components/tags/html/schema.ts	301	'canvas',	COMMENT
LOW	core/src/user-components/tags/html/Html.svelte	101	mutedForeground: surfaceToken('mutedForeground'),	COMMENT
LOW	…src/user-components/tags/html/sandbox/runtime-entry.ts	101		COMMENT
LOW	…src/user-components/tags/html/sandbox/runtime-entry.ts	301	// the failure is invisible to the diagnostics feed and the agent just sees a	COMMENT
LOW	core/src/user-components/tags/html/sandbox/html-csp.ts	141	// (e.g. `unpkg.com/world-atlas@2/countries-110m.json`, the canonical	COMMENT
LOW	core/src/user-components/tags/html/sandbox/html-csp.ts	201	// code / WASM from their own CDN at runtime. If we trust the host	COMMENT
LOW	…src/user-components/tags/html/sandbox/html-csp.test.ts	81	expect(imgSrc).toContain('https://commons.wikimedia.org');	COMMENT
LOW	…c/user-components/tags/html/sandbox/HtmlSandbox.svelte	201	// from `state-change` messages (see HtmlMode). Keep this string a literal	COMMENT
LOW	…user-components/tags/sparkline/SparklineDisplay.svelte	61	});	COMMENT
LOW	…gs/series_charts/combo_chart/format-time-axis-label.ts	81		COMMENT
LOW	…gs/series_charts/combo_chart/format-time-axis-label.ts	141	}	COMMENT
LOW	…gs/series_charts/combo_chart/format-time-axis-label.ts	181	// Year rollover uses `yearLabel` — same compact-vs-verbose logic as month	COMMENT
LOW	…gs/series_charts/combo_chart/format-time-axis-label.ts	401	// read local components below. Any UTC offset is stripped and the wall-clock	COMMENT
LOW	…nents/tags/series_charts/combo_chart/ComboChart.svelte	561	// Get base axis config, then override for stacking if needed	COMMENT
LOW	…nts/tags/series_charts/combo_chart/combo_chart.test.ts	41	describe('combo_chart SQL (per-child series queries)', () => {	COMMENT
LOW	…nts/tags/series_charts/combo_chart/combo_chart.test.ts	461	);	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	141	// True when the axis renders two-tier labels (month/quarter name with the	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	301	// non-time / user-fmt'd axes. Time axes without a user `fmt` get the fuller	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	321	// lingering tooltips). Reading a derived then triggers Svelte's	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	481	isNonTemporalNumericGrain(jsType, this.options.date_grain) \|\|	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	581	// so — like chart-area tooltips — it must clear the floating chat pane	COMMENT
LOW	…ts/tags/series_charts/combo_chart/XAxisModel.svelte.ts	601	// `hideOverlap` is ECharts' greedy collision dropper — only wanted	COMMENT
LOW	…ries_charts/combo_chart/x-axis-rendered-labels.test.ts	641	if (c.expected) expect(reference).toEqual(c.expected);	COMMENT
LOW	…series_charts/combo_chart/series/SeriesModel.svelte.ts	101	// participates in `metricCompiled`'s derivation must live here — otherwise	COMMENT
LOW	…series_charts/combo_chart/series/SeriesModel.svelte.ts	221	const dialect = this.sharedContext.queryDeps.connection.dialect;	COMMENT
LOW	…series_charts/combo_chart/series/SeriesModel.svelte.ts	461	: (params: { value?: unknown[] }) => {	COMMENT
LOW	core/src/user-components/tags/echarts/echarts-themes.ts	61	// they don't compete with the plotted data — UI borders (table rows,	COMMENT
LOW	…user-components/tags/custom_echart/CustomEChart.svelte	81	const resolvedTableName = $derived(resolveText(props.data));	COMMENT
LOW	…components/tags/custom_echart/sandbox/runtime-entry.ts	61	// oscillating (mirrors ECharts.svelte's internalExtraHeight trick).	COMMENT
LOW	…c/user-components/common/inline-queries.svelte.spec.ts	1	// `.svelte.spec.ts` because `SvelteMap` (imported from `svelte/reactivity`) is	COMMENT
LOW	…c/user-components/common/inline-queries.svelte.spec.ts	21	// change, so setSqlFiles()-with-same-payload happens on every dropdown	COMMENT
LOW	core/src/user-components/common/ComponentWrapper.svelte	341		COMMENT
LOW	core/src/user-components/common/fill-gaps.ts	141	// ──────────────────────────────────────────────────────────────────────────	COMMENT
LOW	core/src/user-components/common/inline-queries.ts	361	return undefined;	COMMENT
LOW	core/src/user-components/sandbox/protocol-base.ts	81	type: 'rendered';	COMMENT
LOW	core/src/user-components/sandbox/protocol-base.ts	121	// URL (custom_echart via ECharts' chart.getDataURL, html via	COMMENT
LOW	…rc/user-components/sandbox/SandboxFrame.svelte.test.ts	181	// No onError call means the message was silently ignored, which is the	COMMENT
LOW	core/src/user-components/sandbox/SandboxFrame.svelte	281	if (iframeEl) unregisterSandboxFrameCapture(iframeEl);	COMMENT
LOW	core/src/user-components/validators/tableExists.ts	121	const inlineQueryNames =	COMMENT
LOW	core/src/filter-variables/frontmatter-variable.ts	1	// Canonical grammar for frontmatter variable references ({{ $var }}) and their	COMMENT
LOW	core/src/constants/default-theme.ts	81	// Off by default: gridlines already establish the axis, and a bottom	COMMENT
LOW	core/src/shadcn/index.ts	1	// Re-export shadcn utilities	COMMENT
LOW	core/src/shadcn/components/ui/command/index.ts	41	// downstream packages can grab unwrapped primitives (e.g. `.Input`)	COMMENT
LOW	core/src/sql-dialect/cube.ts	61	// Cube's SQL API reference has no IS NOT DISTINCT FROM; expand it (as Fabric/BigQuery do).	COMMENT
LOW	core/src/sql-dialect/fabric.ts	121	applyRowLimit(sql: string, limit: number): string {	COMMENT
LOW	core/src/sql-dialect/fabric.ts	141	// FROM (body) AS __ev_limit_wrap [suffix]`. Outer TOP clamps.	COMMENT
LOW	core/src/theme/build-theme-yaml.ts	21	return `# Theme Configuration	COMMENT
5 more matches not shown…

Verbosity Indicators31 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW⚡	…gs/series_charts/combo_chart/series/percentageStack.ts	31	// Step 1: Calculate totals for each x-value across all series	COMMENT
LOW	…gs/series_charts/combo_chart/series/percentageStack.ts	46	// Step 2: Transform each series' data to percentages	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	419	// Step 1: Create a mock processor that simulates filter resolution	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	429	// Step 2: Define schema with supportsVariables on relevant attributes	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	458	// Step 3: Component props (as they come from Markdoc)	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	468	// Step 4: Process all props using schema	COMMENT
LOW⚡	…user-components/common/use-variable-processing.test.ts	471	// Step 5: Verify results	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	619	// Step 1: Parse user input	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	624	// Step 2: Apply transformations	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	681	// Step 3: Handle special alias generation for comparisons and sparklines (after transformations)	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	691	// Step 4: Format alias for dialect (uppercase for Snowflake, unchanged for ClickHouse)	COMMENT
LOW⚡	core/src/user-components/common/sql-expression-utils.ts	697	// Step 5: Assemble final SQL (quote alias via the dialect — `"..."` works	COMMENT
LOW	core/src/user-components/common/build-comparisons.ts	192	// Step 1: Build subject_totals CTE (calculate measures at subject grain)	COMMENT
LOW	core/src/user-components/common/build-comparisons.ts	268	// Step 2: Build benchmark aggregation	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	584	// Step 1: Remove string literals first to avoid parsing inside them	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	587	// Step 2: Handle quoted identifiers (preserve them as single units)	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	607	// Step 3: Remove function calls to avoid treating function names as columns	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	613	// Step 4: Handle PostgreSQL-style type casting with comprehensive patterns	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	616	// Step 5: Handle aliases - remove "AS alias" constructs	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	619	// Step 6: Replace operators and punctuation with spaces to isolate identifiers	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	622	// Step 7: Extract potential column identifiers	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	625	// Step 8: Convert quoted identifier placeholders back to original names	COMMENT
LOW⚡	…rc/user-components/validators/validateSqlExpression.ts	633	// Step 9: Filter out SQL keywords and validation placeholders (but preserve quoted identifiers even if they match keyw	COMMENT
LOW	core/src/filter-variables/VariableProcessor.ts	76	// Step 1: Process frontmatter variables ({{ $var }}) if available	COMMENT
LOW	core/src/filter-variables/VariableProcessor.ts	96	// Step 2: Process filter variables ({{ filter.property }}) if available	COMMENT
LOW⚡	cli/cli/auth.ts	410	// Step 1: Request device authorization	COMMENT
LOW⚡	cli/cli/auth.ts	413	// Step 2: Display code and open browser	COMMENT
LOW⚡	cli/cli/auth.ts	421	// Step 3: Poll for tokens	COMMENT
LOW⚡	cli/cli/auth.ts	429	// Step 4: Exchange refresh token for sealed session via Studio API	COMMENT
LOW	cli/cli/auth.ts	459	// Step 5: Store credentials (with the latest refresh token)	COMMENT
LOW	cli/cli/auth.ts	476	// Step 6: Create CLI APT token	COMMENT

Modern AI Meta-Vocabulary19 hits · 56 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/src/user-components/tags/funnel_chart/schema.ts	45	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/funnel_chart/schema.ts	78	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/pie_chart/schema.ts	46	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/pie_chart/schema.ts	79	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/table/schema.ts	49	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/table/measure/schema.ts	212	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	…user-components/tags/series_charts/bar_chart/schema.ts	69	// data/x/y in the slash-command scaffold (the raw-mode starting point).	COMMENT
MEDIUM	…er-components/tags/series_charts/combo_chart/schema.ts	38	// Kept in the slash-command scaffold as the default authoring pattern; not	COMMENT
MEDIUM	…ser-components/tags/series_charts/area_chart/schema.ts	64	// data/x/y in the slash-command scaffold (the raw-mode starting point).	COMMENT
MEDIUM	…ser-components/tags/series_charts/line_chart/schema.ts	60	// data/x/y in the slash-command scaffold (the raw-mode starting point).	COMMENT
MEDIUM	core/src/user-components/tags/bigvalue/schema.ts	146	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/user-components/tags/bigvalue/schema.ts	167	// Kept in the slash-command scaffold (raw-mode default) though not required.	COMMENT
MEDIUM	core/src/theme/THEMES.md	601	├── build-theme-yaml.ts # Starter theme.yaml scaffold for new projects	CODE
MEDIUM	cli/cli/args.ts	385	// --force / -f overwrites scaffold files in a non-empty target.	COMMENT
MEDIUM	cli/cli/init/init.test.ts	172	// scaffold files should NOT have been written	COMMENT
MEDIUM	cli/cli/init/init.test.ts	204	// Fresh scaffold present	COMMENT
MEDIUM	cli/cli/init/init.test.ts	208	// .gitignore is the standard scaffold, not the prior custom content	COMMENT
MEDIUM	cli/cli/init/init.test.ts	245	// The unedited scaffold must NOT load — the placeholder guard blocks a	COMMENT
MEDIUM	cli/cli/init/init.test.ts	270	// The scaffold (inline password auth) must resolve end-to-end.	COMMENT

Fake / Example Data8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	…nderer/MarkdocProcessor/process-markdoc.svelte.spec.ts	637	expect(treeString).toContain('John Doe');	CODE
LOW	core/src/user-components/tags/custom_echart/schema.ts	400	encode: { x: 'step', y: 'placeholder' } },	CODE
LOW	core/src/user-components/common/zod-attribute.test.ts	24	name: 'Acme Corp',	CODE
LOW	core/src/user-components/common/zod-attribute.test.ts	34	expect(result).toBe('Acme Corp');	CODE
LOW	cli/cli/auth.test.ts	56	email: 'test@test.com',	CODE
LOW	cli/cli/auth.test.ts	434	expect(out).toContain('Jane Doe');	CODE
LOW	cli/cli/migrate/transform.ts	1145	unsupported: ['row', 'placeholder'],	CODE
LOW	cli/src/lib/auth/credentials.server.test.ts	27	user: { id: 'u1', email: 'test@test.com' },	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	core/src/user-components/sandbox/protocol-base.ts	94	// runtime bundle, AI-generated author code that constructs bad postMessage	COMMENT

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/src/constants/default-theme.ts	14	light: '#ffffff', // Match base for seamless cards	CODE
MEDIUM	core/src/constants/default-theme.ts	14	light: '#ffffff', // Match base for seamless cards	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	core/src/user-components/tags/table/measure/schema.ts	502	// TODO: Add validation for scale_column once we determine proper validation strategy for SQL expressions	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	cli/scripts/install.sh	137	# Check if it's on PATH	COMMENT

evidence-dev/evidence

Open-Source Code Quality, Security and Technical Debt Review