1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.7K

Stars

Language

1.5M

Lines of Code

5.7K

Files

1.7K

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 5.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1430 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 212 finding(s).

Agent Over-Engineering Ratio 1.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 281 finding(s).

PR Review Velocity Impact 5.9/100 · LOW

Which changes need focused human review? 1665 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 5HIGH 8MEDIUM 39LOW 1613

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 1665 distinct pattern matches across 16 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 Block902 hits · 890 pts

Severity	File	Line	Snippet	Context
LOW	frontend/vite.config.ts	21	plugins: [	COMMENT
LOW	frontend/vitest.config.ts	21	pool: "threads",	COMMENT
LOW	frontend/vitest.setup.ts	1	import "@testing-library/jest-dom/vitest";	COMMENT
LOW	frontend/tests/e2e/build-server.sh	1	#!/usr/bin/env bash	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-export.spec.ts	1	// SQL Editor — result export workflow (PRs #20487 / #20491 / #20501).	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-export.spec.ts	21	// - Read user, multi-statement: C10 one affordance above the tabs	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-export.spec.ts	621	// The distinctive shared token in both secrets. With a FULL mask the whole	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-export.spec.ts	801		COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-tabs.spec.ts	41	// bound DB; the query actually executes against the new connection.	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-tabs.spec.ts	141	// Current product behavior (R7 fix): the tab title is the	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-tabs.spec.ts	161	// scroller above it has `overflow-x-auto`, but its descendant's	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-tabs.spec.ts	261	"outer scroller must allow horizontal scroll",	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-lsp.spec.ts	1	// SQL Editor — LSP smoke test (completion over the /lsp websocket).	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor.page.ts	61	// The button's screen-reader name comes from i18n key	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-query-plan.spec.ts	1	// SQL Editor — query plans drawn inline in the result pane (3.23: #21443,	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	81		COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	221		COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	401		COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	421	// All three tests below are live regression locks (no `test.fail()`):	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	481	expect(await readAdminPromptValue()).toBe("");	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-admin-mode.spec.ts	601	// rather than asserting one step per press): the Up-history keybinding is	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-batch.spec.ts	1	// SQL Editor — multi-DB / batch query behaviors (subset of Batch 11).	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-schema.spec.ts	441	test.describe("Schema tree folder labels render on a single line (BYT-9602)", () => {	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-connection.spec.ts	141	// the sidebar tree, schema panel, and saved query list all refresh	COMMENT
LOW	…end/tests/e2e/sql-editor/sql-editor-connection.spec.ts	241	});	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-misc.spec.ts	1	// SQL Editor — misc shell behaviors (subset of Batch 9 AI/misc CUJs).	COMMENT
LOW	frontend/tests/e2e/sql-editor/sql-editor-misc.spec.ts	161	test.describe("Sidebar resize works on first drag (BYT-9611)", () => {	COMMENT
LOW	…nd/tests/e2e/sql-editor/sql-editor-permissions.spec.ts	1	// SQL Editor — permission-gated UI (Batch 8, I-series CUJs).	COMMENT
LOW	…nd/tests/e2e/sql-editor/sql-editor-permissions.spec.ts	101	// continue, because the server instance is the same.	COMMENT
LOW	…nd/tests/e2e/sql-editor/sql-editor-permissions.spec.ts	241	const anySignal = permissionMention.or(requestCTA).first();	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	1	// SQL Editor — access-grant flow (Batch 8, L-series + H1 CUJs).	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	61	// case of debugging, but the JIT toggle itself goes through the API	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	201	// AccessGrantRequestDrawer with the four expected sections.	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	221	// PermissionGuard renders the button disabled when the JIT feature is	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	281	).not.toBeChecked();	COMMENT
LOW	…/tests/e2e/sql-editor/sql-editor-access-grants.spec.ts	461	"Export must NOT be pre-checked from the masked-cell popover",	COMMENT
LOW	…ests/e2e/sql-editor/sql-editor-workspace-gates.spec.ts	1	// SQL Editor — workspace-level QueryDataPolicy gates (Batch 9, M-series).	COMMENT
LOW	…ests/e2e/sql-editor/sql-editor-workspace-gates.spec.ts	161	// BYT-9557 (FIXED, #20390): on an instance with BOTH an admin and a read-only	COMMENT
LOW	…ests/e2e/sql-editor/sql-editor-workspace-gates.spec.ts	281	await expect(	COMMENT
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	121	// a confirm dialog. One press resolves to exactly one of:	COMMENT
LOW	frontend/tests/e2e/framework/global-setup.ts	1	import { execFileSync } from "node:child_process";	COMMENT
LOW	…tend/tests/e2e/workspace/workspace-mcp-consent.spec.ts	1	// Workspace → MCP: the OAuth 2.1 consent loop an MCP client goes through	COMMENT
LOW	frontend/tests/e2e/workspace/workspace-banner.spec.ts	1	// Workspace-level external-URL banner.	COMMENT
LOW	…nd/tests/e2e/workspace/workspace-instance-form.spec.ts	1	// Workspace → Instances → Add instance: the connection form (3.23: #21396,	COMMENT
LOW	…ntend/tests/e2e/workspace/workspace-seat-limit.spec.ts	1	// Workspace seat limit — over-limit IAM edits (BYT-9633).	COMMENT
LOW	…ntend/tests/e2e/workspace/workspace-seat-limit.spec.ts	141	test.describe("Over-limit workspace can still create a service account (BYT-9633)", () => {	COMMENT
LOW	…/tests/e2e/project-databases/project-databases.spec.ts	1	// Project Databases page — selection action bar permission gating.	COMMENT
LOW	…tend/tests/e2e/workspace-setup/workspace-setup.spec.ts	1	// First-run setup wizard (docs/design/onboarding-flow.md).	COMMENT
LOW	…d/tests/e2e/issue-detail/issue-detail-comments.spec.ts	1	// Issue detail — markdown comments & description (link rendering).	COMMENT
LOW	…nd/tests/e2e/issue-detail/issue-detail-targets.spec.ts	1	// Targets "View all" sheet (scrollability) — on Plan Detail.	COMMENT
LOW	…d/tests/e2e/issue-detail/issue-detail-redirect.spec.ts	1	// Issue detail — the route-level redirect to Plan Detail (BYT-9721, PR #20722).	COMMENT
LOW	…/tests/e2e/schema-editor/schema-editor-columns.spec.ts	1	// Schema editor — column editing (TableColumnEditor + DataTypeCell +	COMMENT
LOW	frontend/tests/e2e/schema-editor/schema-editor.page.ts	301	});	COMMENT
LOW	…/tests/e2e/schema-editor/schema-editor-objects.spec.ts	1	// Schema editor — schema-level objects (AsideTree "+" DropdownMenu +	COMMENT
LOW	…tend/tests/e2e/plan-detail/plan-detail-rollout.spec.ts	1	// Plan detail — rollout creation across (approval, plan-check) gates.	COMMENT
LOW	…ntend/tests/e2e/plan-detail/plan-detail-review.spec.ts	1	// Plan detail — AIO Review section (the whole sub-area in one file).	COMMENT
LOW	…ntend/tests/e2e/plan-detail/plan-detail-review.spec.ts	21	// - BYT-9746 guard: "(edited)" marker shows in place after an inline edit	COMMENT
LOW	…nd/tests/e2e/plan-detail/plan-detail-lifecycle.spec.ts	1	// Plan Detail lifecycle — the whole header lifecycle sub-area in one file.	COMMENT
LOW	…nd/tests/e2e/plan-detail/plan-detail-lifecycle.spec.ts	21	// - Rejected → "Rejected" pill (error) + re-request in the popover. (R3, unhappy)	COMMENT
LOW	…ontend/tests/e2e/plan-detail/plan-detail-tasks.spec.ts	121	await expect(planPage.taskRerunButton).toBeVisible({ timeout: 5_000 });	COMMENT
842 more matches not shown…

Hyper-Verbose Identifiers258 hits · 264 pts

Severity	File	Line	Snippet	Context
LOW	…end/tests/e2e/sql-editor/sql-editor-query-plan.spec.ts	89	async function expectDiagramOpenedOnCostliest(): Promise<void> {	CODE
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	29	export async function createDatabaseChangePlanViaUI(	CODE
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	94	export async function createMultiSpecChangePlanViaUI(	CODE
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	135	export async function submitDraftForReviewViaUI(page: Page): Promise<void> {	CODE
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	181	export async function createSubmittedDatabaseChangePlanViaUI(	CODE
LOW	frontend/tests/e2e/framework/ui-create-plan.ts	193	export async function createSubmittedMultiSpecChangePlanViaUI(	CODE
LOW	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	115	async function ensureClassificationFixtures(	CODE
LOW	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	170	async function clearClassificationFixtures(	CODE
LOW	…ntend/tests/e2e/plan-detail/plan-detail-review.spec.ts	2024	async function followActivityLinkWhileEditing(): Promise<void> {	CODE
LOW	…ntend/tests/e2e/plan-detail/plan-detail-review.spec.ts	2038	async function expectLineRevealedForTyping(): Promise<void> {	CODE
LOW	…ntend/tests/e2e/plan-detail/plan-detail-checks.spec.ts	132	async function createPlanAndWaitForChecks(	CODE
LOW⚡	frontend/src/types/timestamp.ts	11	export function getTimeForPbTimestampProtoEs(	CODE
LOW⚡	frontend/src/types/timestamp.ts	14	export function getTimeForPbTimestampProtoEs(	CODE
LOW⚡	frontend/src/types/timestamp.ts	18	export function getTimeForPbTimestampProtoEs(	CODE
LOW⚡	frontend/src/types/timestamp.ts	21	export function getTimeForPbTimestampProtoEs(	CODE
LOW	frontend/src/app/SessionExpiredSurfaceGate.tsx	6	export function SessionExpiredSurfaceGate() {	CODE
LOW	frontend/src/app/analytics/RouteBehaviorRecorder.tsx	46	function EnabledRouteBehaviorRecorder({	CODE
LOW	frontend/src/app/analytics/behavior.ts	55	export function buildBehaviorAnalyticsConfig(params: {	CODE
LOW	frontend/src/app/analytics/behavior.ts	142	export function sanitizeBehaviorProperties(	CODE
LOW	frontend/src/app/router/releaseDetailRedirect.ts	15	export async function releaseDetailRedirectLoader({	CODE
LOW	frontend/src/app/router/NavigationScrollRestoration.tsx	93	export function markListScrollRestorationEntry(	CODE
LOW	frontend/src/app/router/NavigationScrollRestoration.tsx	101	export function useListScrollRestorationKey(): string \| undefined {	CODE
LOW	frontend/src/app/router/NavigationScrollRestoration.tsx	436	export function useListScrollRestorationLoadMore(	CODE
LOW	frontend/src/app/router/NavigationScrollRestoration.tsx	493	export function NavigationScrollRestoration({	CODE
LOW	frontend/src/app/router/issueDetailRedirect.ts	37	export async function issueDetailRedirectLoader({	CODE
LOW	frontend/src/app/router/permissionDenied.ts	22	export function buildPermissionDeniedRouteQuery({	CODE
LOW	frontend/src/stores/app/issue.ts	35	function projectResourceFromIssueName(issueName: string): string {	CODE
LOW	frontend/src/stores/app/workspace.ts	91	function appFeaturesFromDatabaseChangeMode(mode: DatabaseChangeMode) {	CODE
LOW	frontend/src/stores/app/workspace.ts	129	function convertEnvironmentsToSetting(	CODE
LOW	frontend/src/stores/app/utils.ts	41	export function getWorkspaceResourceScope(	CODE
LOW	frontend/src/stores/app/utils.ts	297	export function projectResourceNameFromId(projectId: string \| undefined) {	CODE
LOW	frontend/src/stores/app/database.ts	33	function instanceResourceNameFromDatabase(databaseName: string): string {	CODE
LOW	frontend/src/utils/datetime.ts	190	function formatOperationalDateTime(timestampMs: number): string {	CODE
LOW⚡	frontend/src/utils/util.ts	160	export function getHighlightHTMLByKeyWords(s: string, k: string) {	CODE
LOW	frontend/src/utils/storage-migrate.ts	184	function migrateSavedQueryPrefixKeys() {	CODE
LOW	frontend/src/utils/storage-migrate.ts	199	function migrateSavedQueryTabValues() {	CODE
LOW	frontend/src/utils/storage-migrate.ts	246	function migrateSavedQuerySidebarTabValues() {	CODE
LOW	frontend/src/utils/v1/position.ts	4	export function batchConvertPositionToMonacoPosition(	CODE
LOW	frontend/src/utils/v1/position.ts	61	export function convertPositionLineToMonacoLine(line: number) {	CODE
LOW	frontend/src/components/HowBytebaseWorksSheet.tsx	22	export function getHowBytebaseWorksGuideContent(	CODE
LOW	frontend/src/components/IssueTable.tsx	380	export function useIssueSearchScopeOptions(	CODE
LOW	frontend/src/components/IssueTable.tsx	999	export function BatchIssueStatusActionDrawer({	CODE
LOW	frontend/src/components/CredentialProofInput.tsx	67	export function credentialProofCallOptions() {	CODE
LOW	frontend/src/components/ComponentPermissionGuard.tsx	122	export function useComponentPermissionState({	CODE
LOW	frontend/src/components/BannersWrapper.tsx	202	function BannerUpgradeSubscription() {	CODE
LOW	frontend/src/components/SemanticTypeSelect.tsx	29	function getSemanticTypeDescription(	CODE
LOW	frontend/src/components/useCommonSearchScopeOptions.tsx	24	export function useCommonSearchScopeOptions(	CODE
LOW	frontend/src/components/CreateWorkloadIdentitySheet.tsx	109	export function CreateWorkloadIdentitySheet(	CODE
LOW	frontend/src/components/AccountMultiSelect.tsx	42	function getSpecialAccountByFullname(fullname: string): {	CODE
LOW	frontend/src/components/RoutePermissionGuardShell.tsx	18	export function RoutePermissionGuardShell({	CODE
LOW	frontend/src/components/ui/segmented-control.test.tsx	78	function ControlledSegmentedControl() {	CODE
LOW	frontend/src/components/ui/styles.stylex.ts	200	export function controlMultilineSizeStyle(size: ControlSize) {	CODE
LOW	frontend/src/components/ui/styles.stylex.ts	380	export function formFieldDescriptionStyle() {	CODE
LOW	frontend/src/components/ui/styles.stylex.ts	394	export function formSectionNoPaddingStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	410	export function formSectionDescriptionStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	414	export function singleColumnFormSectionStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	418	export function singleColumnFormHeaderStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	422	export function singleColumnFormContentStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	448	export function stickyActionFooterContentStyle() {	CODE
LOW⚡	frontend/src/components/ui/styles.stylex.ts	452	export function stickyActionFooterSideStyle() {	CODE
198 more matches not shown…

Structural Annotation Overuse152 hits · 263 pts

Severity	File	Line	Snippet	Context
LOW⚡	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	532	// Step 1: No exemption → data is masked	COMMENT
LOW⚡	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	538	// Step 2: Grant exemption via UI → data becomes unmasked	COMMENT
LOW	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	549	// Step 3: Revoke exemption via UI → data becomes masked again	COMMENT
LOW⚡	frontend/src/utils/util.ts	161	// Step 1: Escape HTML entities to prevent XSS (converts <, >, &, ", ', ` to entities)	COMMENT
LOW⚡	frontend/src/utils/util.ts	165	// Step 2: Escape the search keyword and apply highlighting	COMMENT
LOW⚡	frontend/src/utils/util.ts	172	// Step 3: Sanitize with DOMPurify as defense-in-depth (allowlist-based)	COMMENT
LOW⚡	frontend/src/utils/util.ts	197	// Step 1: Escape HTML entities to prevent XSS	COMMENT
LOW⚡	frontend/src/utils/util.ts	203	// Step 2: Build safe regex pattern and apply highlighting.	COMMENT
LOW	frontend/src/utils/util.ts	218	// Step 3: Sanitize with DOMPurify as defense-in-depth (allowlist-based)	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	633	// Step 1: type a custom title.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	637	// Step 2: dbName preserved across manual title.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	642	// Step 3: clear title manually (invariant reset).	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	646	// Step 4: clear dbName.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	650	// Step 5: retype dbName and verify each keystroke tracks.	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	20	### Step 1: Create sheet(s) with SQL	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	40	### Step 2: Create a plan	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	105	### Step 3: Create an issue	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	121	### Step 4: Review and deploy	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	25	### Step 1: List Available Roles	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	49	### Step 2: Get Current IAM Policy	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	75	### Step 3: Set IAM Policy	COMMENT
LOW	frontend/src/routes/project/ProjectSyncSchemaPage.tsx	321	// Step 2: at least one target database with diff	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	47	// Step 1: Extract all database targets from specs and expand database groups	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	50	// Step 2: Fetch databases that are not cached	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	53	// Step 3: Generate tasks from specs	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	56	// Step 4: Get environment order from store	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	59	// Step 5: Group tasks by environment and create stages	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	62	// Step 6: Build and return the rollout	COMMENT
LOW	backend/tests/gitops_test.go	657	// Step 1: Create a release containing migration files.	COMMENT
LOW	backend/tests/gitops_test.go	680	// Step 2: Create a plan with the release field set.	COMMENT
LOW	backend/tests/gitops_test.go	730	// Step 3: Create a rollout from the plan.	COMMENT
LOW	backend/tests/gitops_test.go	988	// Step 1: Create a release containing 3 simple migration files.	COMMENT
LOW	backend/tests/gitops_test.go	1024	// Step 2: Create a plan targeting both test and prod databases.	COMMENT
LOW	backend/tests/gitops_test.go	1057	// Step 3: Create a rollout from the plan.	COMMENT
LOW	backend/tests/gitops_test.go	1213	// Step 1: Create a release with version 1.0.0 file.	COMMENT
LOW	backend/tests/gitops_test.go	1235	// Step 2: Apply the release to a database.	COMMENT
LOW	backend/tests/gitops_test.go	1279	// Step 3: Create a release with version 1.0.0 file but with different content.	COMMENT
LOW	backend/tests/gitops_test.go	1297	// Step 4: Call CheckRelease with the modified release against the same target.	COMMENT
LOW	backend/tests/gitops_test.go	1308	// Step 5: Expect that CheckRelease returns a warning about the changed file.	COMMENT
LOW⚡	backend/tests/tenant_test.go	155	// Step 1: Get baseline's current schema.	COMMENT
LOW⚡	backend/tests/tenant_test.go	161	// Step 2: Create new tenant database.	COMMENT
LOW⚡	backend/tests/tenant_test.go	166	// Step 3: Initialize new tenant with baseline schema.	COMMENT
LOW	backend/tests/tenant_test.go	216	// Step 4: Find pending rollouts for baseline.	COMMENT
LOW	backend/tests/tenant_test.go	243	// Step 5: Add new tenant to pending rollouts (idempotent CreateRollout).	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	78	// Step 1: Create initial schema with basic objects	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	110	// Step 2: Update schema - add column and new table	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	152	// Step 3: Remove objects - drop comments table and posts index	COMMENT
LOW	…d/plugin/advisor/tidb/advisor_statement_dml_dry_run.go	100	// Step 1: validate batch splitting via TiDB's native BATCH DRY RUN. omni	COMMENT
LOW	…d/plugin/advisor/tidb/advisor_statement_dml_dry_run.go	114	// Step 2: EXPLAIN the inner DML. EXPLAIN doesn't accept BATCH syntax, so we	COMMENT
LOW⚡	backend/plugin/parser/tsql/query_span_extractor_test.go	282	// Step 1: DECLARE populates TempTables.	COMMENT
LOW⚡	backend/plugin/parser/tsql/query_span_extractor_test.go	291	// Step 2: SELECT from @t resolves via TempTables.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	250	// Step 1: Parse with omni.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	269	// Step 2: Extract access tables (non-fatal on error — some statement	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	287	// Step 3: Check for mixed system/user tables.	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	293	// Step 4: Classify query type.	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	296	// Step 5: Return early for non-SELECT queries, keeping the tables the	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	321	// Step 6: Cast to SelectStmt, init catalog, analyze.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	358	// Step 7: Extract lineage from analyzed query.	COMMENT
LOW	backend/plugin/schema/differ.go	2406	// Step 1: Remove outer parentheses	COMMENT
LOW⚡	backend/plugin/schema/differ.go	2430	// Step 2: Normalize interval syntax	COMMENT
92 more matches not shown…

Fake / Example Data205 hits · 223 pts

Severity	File	Line	Snippet	Context
LOW	…nd/tests/e2e/workspace/workspace-instance-form.spec.ts	180	await expect(password).toHaveAttribute("placeholder", COMMON["secret-input"].unchanged);	CODE
LOW	…nd/tests/e2e/workspace/workspace-instance-form.spec.ts	195	await expect(password).not.toHaveAttribute("placeholder", COMMON["secret-input"].unchanged);	CODE
LOW	…nd/tests/e2e/workspace/workspace-instance-form.spec.ts	200	await expect(password).toHaveAttribute("placeholder", COMMON["secret-input"].unchanged);	CODE
LOW	frontend/src/locales/es-ES.json	1939	"placeholder": "Agregar descripción"	CODE
LOW	frontend/src/locales/es-ES.json	2443	"placeholder": "Presione Enter para agregar etiqueta",	CODE
LOW	frontend/src/locales/es-ES.json	2728	"placeholder": "Introduzca un valor predeterminado o déjelo vacío si no hay ningún valor predeterminado"	CODE
LOW	frontend/src/locales/es-ES.json	2812	"placeholder": "Una clave de API generalmente comienza con sk-*****",	CODE
LOW	frontend/src/locales/es-ES.json	2862	"placeholder": "Título del anuncio de entrada",	CODE
LOW	frontend/src/locales/es-ES.json	2938	"placeholder": "Enlace de anuncio de entrada",	CODE
LOW	frontend/src/locales/ja-JP.json	1939	"placeholder": "説明を追加"	CODE
LOW	frontend/src/locales/ja-JP.json	2443	"placeholder": "Enterキーを押してタグを追加してください",	CODE
LOW	frontend/src/locales/ja-JP.json	2728	"placeholder": "デフォルト値を入力するか、デフォルト値がない場合は空白のままにします"	CODE
LOW	frontend/src/locales/ja-JP.json	2812	"placeholder": "API キーは通常 sk-***** で始まります",	CODE
LOW	frontend/src/locales/ja-JP.json	2862	"placeholder": "お知らせのタイトルを入力してください",	CODE
LOW	frontend/src/locales/ja-JP.json	2938	"placeholder": "お知らせのリンクを入力してください",	CODE
LOW	frontend/src/locales/zh-CN.json	1939	"placeholder": "添加描述"	CODE
LOW	frontend/src/locales/zh-CN.json	2443	"placeholder": "按 Enter 键添加标签",	CODE
LOW	frontend/src/locales/zh-CN.json	2728	"placeholder": "输入默认值或留空以不使用默认值"	CODE
LOW	frontend/src/locales/zh-CN.json	2812	"placeholder": "API Key 通常以 sk-***** 开头",	CODE
LOW	frontend/src/locales/zh-CN.json	2862	"placeholder": "输入公告标题",	CODE
LOW	frontend/src/locales/zh-CN.json	2938	"placeholder": "输入公告链接",	CODE
LOW	frontend/src/locales/en-US.json	1939	"placeholder": "Add description"	CODE
LOW	frontend/src/locales/en-US.json	2443	"placeholder": "Press Enter to add tag",	CODE
LOW	frontend/src/locales/en-US.json	2728	"placeholder": "Enter default value or leave empty for no default"	CODE
LOW	frontend/src/locales/en-US.json	2812	"placeholder": "An API Key usually starts with sk-*****",	CODE
LOW	frontend/src/locales/en-US.json	2862	"placeholder": "Input announcement title",	CODE
LOW	frontend/src/locales/en-US.json	2938	"placeholder": "Input announcement link",	CODE
LOW	frontend/src/locales/vi-VN.json	1939	"placeholder": "Thêm mô tả"	CODE
LOW	frontend/src/locales/vi-VN.json	2443	"placeholder": "Nhấn Enter để thêm thẻ",	CODE
LOW	frontend/src/locales/vi-VN.json	2728	"placeholder": "Nhập giá trị mặc định hoặc để trống nếu không có giá trị mặc định"	CODE
LOW	frontend/src/locales/vi-VN.json	2812	"placeholder": "Khóa API thường bắt đầu bằng sk-*****",	CODE
LOW	frontend/src/locales/vi-VN.json	2862	"placeholder": "Nhập tiêu đề thông báo",	CODE
LOW	frontend/src/locales/vi-VN.json	2938	"placeholder": "Nhập liên kết thông báo",	CODE
LOW	frontend/src/locales/sql-review/es-ES.json	17	"placeholder": "Por ejemplo:\nInforma sobre un cambio de esquema que bloquee las escrituras en una tabla de más de	CODE
LOW	frontend/src/locales/sql-review/ja-JP.json	17	"placeholder": "例:\n100 万行を超えるテーブルで書き込みをブロックするスキーマ変更を報告する。\nすべての外部キーの列にインデックスを必須とする。\n新しいテーブルには created_at 列と upda	CODE
LOW	frontend/src/locales/sql-review/zh-CN.json	17	"placeholder": "例如：\n报告在超过 100 万行的表上会阻塞写入的结构变更。\n每个外键的列都必须有索引。\n新建的表必须包含 created_at 列和 updated_at 列。",	CODE
LOW	frontend/src/locales/sql-review/en-US.json	17	"placeholder": "For example:\nReport a schema change that blocks writes on a table with more than 1 million rows.\	CODE
LOW	frontend/src/locales/sql-review/vi-VN.json	17	"placeholder": "Ví dụ:\nBáo cáo thay đổi lược đồ chặn ghi trên bảng có hơn 1 triệu hàng.\nMọi khóa ngoại đều cần c	CODE
LOW	…ntend/src/components/auth/EmailCodeSigninForm.test.tsx	120	setInputValue(emailInput!, "user@example.com");	CODE
LOW	…ntend/src/components/auth/EmailCodeSigninForm.test.tsx	134	"user@example.com",	CODE
LOW	…ntend/src/components/auth/EmailCodeSigninForm.test.tsx	149	email: "user@example.com",	CODE
LOW	…src/components/sql-review/ReviewAIPolicyField.test.tsx	203	expect(textbox).toHaveAttribute("placeholder", "the example rules");	CODE
LOW	…nd/src/components/instance/SslCertificateForm.test.tsx	185	textarea.getAttribute("placeholder")	CODE
LOW	…/src/components/instance/CredentialSourceForm.test.tsx	232	container.querySelector("textarea")?.getAttribute("placeholder")	CODE
LOW	…/src/components/instance/CredentialSourceForm.test.tsx	271	container.querySelector("textarea")?.getAttribute("placeholder")	CODE
LOW	…c/modules/sql-editor/components/SchemaChooser.test.tsx	84	<span data-testid="placeholder">{placeholder}</span>	CODE
LOW	…odules/sql-editor/components/ContainerChooser.test.tsx	94	<span data-testid="placeholder">{placeholder}</span>	CODE
LOW	…odules/sql-editor/components/ContainerChooser.test.tsx	190	expect(container.querySelector("[data-testid='placeholder']")?.textContent).toBe(	CODE
LOW	…s/ai/components/HistoryPanel/ConversationList.test.tsx	222	"placeholder",	CODE
LOW	frontend/src/modules/schema-editor/Aside/AsideTree.tsx	706	case "placeholder":	CODE
LOW	frontend/src/modules/schema-editor/Aside/AsideTree.tsx	765	if (treeNode.type === "placeholder") {	CODE
LOW	…ontend/src/modules/schema-editor/Aside/tree-builder.ts	155	type: "placeholder";	CODE
LOW	…ontend/src/modules/schema-editor/Aside/tree-builder.ts	515	type: "placeholder",	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	17	value: { name: "workspaces/ws-1", title: "Acme Corp" } as	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	166	title: "Acme Corp",	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	277	expect(container.textContent).toContain("Acme Corp");	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	286	{ name: "workspaces/ws-1", title: "Acme Corp" },	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	307	expect(container.textContent).toContain("Acme Corp");	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	314	{ name: "workspaces/ws-1", title: "Acme Corp" },	CODE
LOW	frontend/src/routes/auth/OAuth2ConsentPage.test.tsx	374	{ name: "workspaces/ws-1", title: "Acme Corp" },	CODE
145 more matches not shown…

Verbosity Indicators88 hits · 158 pts

Severity	File	Line	Snippet	Context
LOW⚡	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	532	// Step 1: No exemption → data is masked	COMMENT
LOW⚡	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	538	// Step 2: Grant exemption via UI → data becomes unmasked	COMMENT
LOW	…/tests/e2e/masking-exemption/masking-exemption.spec.ts	549	// Step 3: Revoke exemption via UI → data becomes masked again	COMMENT
LOW⚡	frontend/src/utils/util.ts	161	// Step 1: Escape HTML entities to prevent XSS (converts <, >, &, ", ', ` to entities)	COMMENT
LOW⚡	frontend/src/utils/util.ts	165	// Step 2: Escape the search keyword and apply highlighting	COMMENT
LOW⚡	frontend/src/utils/util.ts	172	// Step 3: Sanitize with DOMPurify as defense-in-depth (allowlist-based)	COMMENT
LOW⚡	frontend/src/utils/util.ts	197	// Step 1: Escape HTML entities to prevent XSS	COMMENT
LOW⚡	frontend/src/utils/util.ts	203	// Step 2: Build safe regex pattern and apply highlighting.	COMMENT
LOW	frontend/src/utils/util.ts	218	// Step 3: Sanitize with DOMPurify as defense-in-depth (allowlist-based)	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	633	// Step 1: type a custom title.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	637	// Step 2: dbName preserved across manual title.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	642	// Step 3: clear title manually (invariant reset).	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	646	// Step 4: clear dbName.	COMMENT
LOW⚡	…d/src/components/database/CreateDatabaseSheet.test.tsx	650	// Step 5: retype dbName and verify each keystroke tracks.	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	20	### Step 1: Create sheet(s) with SQL	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	40	### Step 2: Create a plan	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	105	### Step 3: Create an issue	COMMENT
LOW	…ntend/src/modules/agent/logic/skills/databaseChange.ts	121	### Step 4: Review and deploy	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	25	### Step 1: List Available Roles	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	49	### Step 2: Get Current IAM Policy	COMMENT
LOW	…tend/src/modules/agent/logic/skills/grantPermission.ts	75	### Step 3: Set IAM Policy	COMMENT
LOW	frontend/src/routes/project/ProjectSyncSchemaPage.tsx	321	// Step 2: at least one target database with diff	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	47	// Step 1: Extract all database targets from specs and expand database groups	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	50	// Step 2: Fetch databases that are not cached	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	53	// Step 3: Generate tasks from specs	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	56	// Step 4: Get environment order from store	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	59	// Step 5: Group tasks by environment and create stages	COMMENT
LOW⚡	…src/routes/project/plan-detail/utils/rolloutPreview.ts	62	// Step 6: Build and return the rollout	COMMENT
LOW	backend/tests/gitops_test.go	657	// Step 1: Create a release containing migration files.	COMMENT
LOW	backend/tests/gitops_test.go	680	// Step 2: Create a plan with the release field set.	COMMENT
LOW	backend/tests/gitops_test.go	730	// Step 3: Create a rollout from the plan.	COMMENT
LOW	backend/tests/gitops_test.go	988	// Step 1: Create a release containing 3 simple migration files.	COMMENT
LOW	backend/tests/gitops_test.go	1024	// Step 2: Create a plan targeting both test and prod databases.	COMMENT
LOW	backend/tests/gitops_test.go	1057	// Step 3: Create a rollout from the plan.	COMMENT
LOW	backend/tests/gitops_test.go	1213	// Step 1: Create a release with version 1.0.0 file.	COMMENT
LOW	backend/tests/gitops_test.go	1235	// Step 2: Apply the release to a database.	COMMENT
LOW	backend/tests/gitops_test.go	1279	// Step 3: Create a release with version 1.0.0 file but with different content.	COMMENT
LOW	backend/tests/gitops_test.go	1297	// Step 4: Call CheckRelease with the modified release against the same target.	COMMENT
LOW	backend/tests/gitops_test.go	1308	// Step 5: Expect that CheckRelease returns a warning about the changed file.	COMMENT
LOW⚡	backend/tests/tenant_test.go	155	// Step 1: Get baseline's current schema.	COMMENT
LOW⚡	backend/tests/tenant_test.go	161	// Step 2: Create new tenant database.	COMMENT
LOW⚡	backend/tests/tenant_test.go	166	// Step 3: Initialize new tenant with baseline schema.	COMMENT
LOW	backend/tests/tenant_test.go	216	// Step 4: Find pending rollouts for baseline.	COMMENT
LOW	backend/tests/tenant_test.go	243	// Step 5: Add new tenant to pending rollouts (idempotent CreateRollout).	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	78	// Step 1: Create initial schema with basic objects	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	110	// Step 2: Update schema - add column and new table	COMMENT
LOW	backend/tests/pg_sdl_rollout_test.go	152	// Step 3: Remove objects - drop comments table and posts index	COMMENT
LOW	…d/plugin/advisor/tidb/advisor_statement_dml_dry_run.go	100	// Step 1: validate batch splitting via TiDB's native BATCH DRY RUN. omni	COMMENT
LOW	…d/plugin/advisor/tidb/advisor_statement_dml_dry_run.go	114	// Step 2: EXPLAIN the inner DML. EXPLAIN doesn't accept BATCH syntax, so we	COMMENT
LOW⚡	backend/plugin/parser/tsql/query_span_extractor_test.go	282	// Step 1: DECLARE populates TempTables.	COMMENT
LOW⚡	backend/plugin/parser/tsql/query_span_extractor_test.go	291	// Step 2: SELECT from @t resolves via TempTables.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	250	// Step 1: Parse with omni.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	269	// Step 2: Extract access tables (non-fatal on error — some statement	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	287	// Step 3: Check for mixed system/user tables.	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	293	// Step 4: Classify query type.	COMMENT
LOW⚡	backend/plugin/parser/pg/query_span.go	296	// Step 5: Return early for non-SELECT queries, keeping the tables the	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	321	// Step 6: Cast to SelectStmt, init catalog, analyze.	COMMENT
LOW	backend/plugin/parser/pg/query_span.go	358	// Step 7: Extract lineage from analyzed query.	COMMENT
LOW	backend/plugin/schema/differ.go	2406	// Step 1: Remove outer parentheses	COMMENT
LOW⚡	backend/plugin/schema/differ.go	2430	// Step 2: Normalize interval syntax	COMMENT
28 more matches not shown…

Decorative Section Separators16 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/src/components/CustomApproval/utils.ts	44	// ─── levelText ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	61	// ─── approvalSourceText ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	82	// ─── APPROVAL_SOURCES ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	92	// ─── Factor lists ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	114	// ─── ApprovalSourceFactorMap ──────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	154	// ─── getApprovalFactorList ────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	176	// ─── Option helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	231	// ─── getApprovalOptionConfigMap ───────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	278	// ─── Templates ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/components/CustomApproval/utils.ts	355	// ─── emptyLocalApprovalRule ───────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/build_bytebase_docker.sh	2	# ===========================================================================	COMMENT
MEDIUM	scripts/build_bytebase_docker.sh	5	# ===========================================================================	COMMENT
MEDIUM	scripts/build_init.sh	2	# ===========================================================================	COMMENT
MEDIUM	scripts/build_init.sh	5	# ===========================================================================	COMMENT
MEDIUM⚡	scripts/build_bytebase.sh	2	# ===========================================================================	COMMENT
MEDIUM⚡	scripts/build_bytebase.sh	5	# ===========================================================================	COMMENT

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	frontend/src/routes/project/ProjectHomePage.test.tsx	912	expect(mocks.state.fetchDatabases.mock.calls.filter(	CODE
CRITICAL	backend/api/mcp/openapi_index.go	119	for pair := idx.doc.Model.Paths.PathItems.First(); pair != nil; pair = pair.Next() {	CODE
CRITICAL	backend/api/mcp/openapi_index.go	472	schemaProxy, ok := idx.doc.Model.Components.Schemas.Get(schemaName)	CODE
CRITICAL	backend/api/mcp/openapi_index.go	577	schemaProxy, ok := idx.doc.Model.Components.Schemas.Get(name)	CODE
CRITICAL	docs/plans/2025-12-15-mcp-schema-lookup.md	102	schemaProxy, ok := idx.doc.Model.Components.Schemas.Get(name)	CODE

AI Slop Vocabulary14 hits · 38 pts

Severity	File	Line	Snippet	Context
MEDIUM	.claude/skills/e2e-routine/scripts/setup-env.sh	26	PLAYWRIGHT_VERSION=1.59.1 # frontend/package.json @playwright/test; the harness re-syncs the exact build on first ru	CODE
MEDIUM	.claude/skills/e2e-routine/scripts/preflight.sh	61	# The harness's global setup kills the process group the PID file names when it	COMMENT
MEDIUM	.claude/skills/e2e-routine/scripts/build.sh	2	# Build the frontend-embedded Bytebase binary the harness boots.	COMMENT
MEDIUM	.claude/skills/e2e-routine/scripts/run-suite.sh	32	# harness spawns BYTEBASE_BIN with stdio ignored.	COMMENT
MEDIUM	.claude/skills/e2e-routine/scripts/run-suite.sh	34	# user, which must be able to traverse the harness's mkdtemp data dir (0700).	COMMENT
MEDIUM	backend/plugin/parser/tidb/tidb.go	75	// token). Counting the leading newlines of originalText directly is robust;	COMMENT
MEDIUM	backend/plugin/parser/googlesql/query_span_extractor.go	109	// system flags too so the result is robust if the two ever disagree (the	COMMENT
MEDIUM	backend/plugin/schema/differ.go	1233	// This is a simplified check - for a production system, you'd want more robust parsing	COMMENT
MEDIUM	backend/plugin/schema/mysql/sdl_migration_test.go	2191	// the splitter) so it is robust to the real "CREATE OR REPLACE ALGORITHM=... VIEW" header form.	COMMENT
MEDIUM	backend/plugin/schema/mysql/sdl_migration_test.go	2264	// last body line's content. Simplest robust form: insert " <colDef>,\n" right after the	COMMENT
MEDIUM	backend/plugin/schema/mysql/sdl_migration_test.go	3254	// - wantReject=true: the input is malformed enough that a robust loader SHOULD return a	COMMENT
MEDIUM	…d/plugin/schema/mssql/testdata/generate_migration.yaml	2212	'This is an extremely long comment designed to test the limits of extended property storage in SQL Server. It contai	CODE
MEDIUM	…d/plugin/schema/mssql/testdata/generate_migration.yaml	3432	'This is an extremely long comment designed to test the limits of extended property storage in SQL Server. It contai	CODE
MEDIUM	…d/plugin/schema/mssql/testdata/generate_migration.yaml	3451	EXEC sp_addextendedproperty 'MS_Description', 'This is an extremely long comment designed to test the limits of exte	CODE

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	…advisor/oceanbase/test/system_collation_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t change column a	STRING
HIGH	…gin/advisor/mysql/test/system_collation_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t change column a	STRING
HIGH	…ugin/advisor/tidb/test/system_collation_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t change column a	STRING
HIGH	…n/advisor/oceanbase/test/system_charset_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t modify column a	STRING
HIGH	…lugin/advisor/mysql/test/system_charset_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t modify column a	STRING
HIGH	…plugin/advisor/tidb/test/system_charset_allowlist.yaml	startposition: line: 2 column: 0 endposition: null - statement: \|- create table t(a int); alter table t modify column a	STRING

Modern AI Meta-Vocabulary7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	backend/plugin/advisor/tidb/utils.go	812	// namingRuleConfig parameterizes the naming-convention rule scaffold for the	COMMENT
MEDIUM	backend/plugin/advisor/tidb/utils.go	822	// runNamingConventionRule is the shared scaffold for the index/UK/FK naming	COMMENT
MEDIUM	backend/plugin/advisor/tidb/utils.go	841	// naming_auto_increment_column) reuse this scaffold.	COMMENT
MEDIUM	…plugin/advisor/tidb/test/index_total_number_limit.yaml	62	# depends on FinalMetadata's count (set by test scaffolding). This	COMMENT
MEDIUM	docs/plans/2026-03-24-pg-query-span-omni-migration.md	42	## Task 1: Create the omni-based QuerySpan extractor scaffold	COMMENT
MEDIUM	…026-06-03-vue-to-react-routing-shell-auth-migration.md	19	## Phase 0 — Inventory & guardrails (read-only)	COMMENT
MEDIUM	scripts/devbox/create.sh	2	# Creates the devbox: the SSH target for agentic coding tools and the host for the	COMMENT

Magic Placeholder Names1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	frontend/i18n.ts	21	// Replace 'YOUR_API_KEY' with your actual Google Cloud API key	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/azure-marketplace/manifest.yaml	16	# Define the container images used by your application	COMMENT
MEDIUM	.github/workflows/deploy-api-docs.yml	36	# Create the Pages project on first run; a no-op once it exists.	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	frontend/src/utils/TinyTimer.ts	50	print(tag: T) {	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/azure-marketplace/push-to-acr.sh	23	# Check if Docker image exists	COMMENT
LOW	scripts/azure-marketplace/push-to-acr.sh	34	# Check if Azure CLI is installed	COMMENT
LOW	scripts/azure-marketplace/package.sh	54	# Check if required files exist	COMMENT

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	.claude/skills/e2e-routine/scripts/attribute.py	66	CODE
LOW	.claude/skills/e2e-routine/scripts/attribute.py	115	CODE
LOW	.claude/skills/e2e-routine/scripts/summarize.py	194	CODE
LOW	.claude/skills/e2e-routine/scripts/summarize.py	412	CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/e2e-routine/scripts/attribute.py	76	except Exception:	CODE

bytebase/bytebase

Open-Source Code Quality, Security and Technical Debt Review