1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-09-03

Last Push

9.3K

Stars

JavaScript

Language

56.5K

Lines of Code

285

Files

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 7.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 85 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 7.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 83 finding(s).

PR Review Velocity Impact 8.2/100 · LOW

Which changes need focused human review? 87 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 1HIGH 0MEDIUM 0LOW 86

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 87 distinct pattern matches across 4 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.

Hyper-Verbose Identifiers83 hits · 84 pts

Severity	File	Line	Snippet	Context
LOW	src/config/bot.js	612	export function getApplicationStatusColor(status) {	CODE
LOW	src/config/bot.js	618	export function getDefaultApplicationQuestions() {	CODE
LOW	src/config/database/postgres.js	76	export function resolvePostgresPoolConfig() {	CODE
LOW	src/config/commands/prefixRestrictions.js	129	export function isPrefixRestrictedCommand(command, args, resolveSubcommandAlias) {	CODE
LOW	src/utils/database.js	634	function buildApplicationSettingsDefaults() {	CODE
LOW	src/utils/database.js	679	function getApplicationRetentionDays(settings = {}) {	CODE
LOW	src/utils/database.js	740	export async function cleanupExpiredApplications(client, guildId) {	CODE
LOW	src/utils/database.js	800	function getApplicationRoleSettingsKey(guildId, roleId) {	CODE
LOW	src/utils/database.js	804	export async function getApplicationRoleSettings(client, guildId, roleId) {	CODE
LOW	src/utils/database.js	819	export async function saveApplicationRoleSettings(client, guildId, roleId, settings) {	CODE
LOW	src/utils/database.js	835	export async function deleteApplicationRoleSettings(client, guildId, roleId) {	CODE
LOW	src/utils/database.js	1107	export async function removeJoinToCreateTrigger(client, guildId, channelId) {	CODE
LOW	src/utils/database.js	1147	export async function unregisterTemporaryChannel(client, guildId, channelId) {	CODE
LOW	src/utils/panelStatus.js	22	export function messageHasSelectMenuCustomId(message, selectCustomId) {	CODE
LOW	src/utils/panelStatus.js	121	export async function getVerificationPanelStatus(client, guild, config) {	CODE
LOW	src/utils/panelStatus.js	129	export async function getReactionRolePanelStatus(client, guild, panelData) {	CODE
LOW	src/utils/logger.js	28	export function createInteractionTraceContext(interaction, overrides = {}) {	CODE
LOW	src/utils/interactionHelper.js	12	function isInteractionUnavailableError(error) {	CODE
LOW	src/utils/abuseProtection.js	196	export function resetAbuseProtectionState() {	CODE
LOW	src/utils/errorHandler.js	134	function inferErrorTypeFromUserMessage(message = '') {	CODE
LOW	src/utils/errorHandler.js	165	function normalizeInteractionError(error, context = {}) {	CODE
LOW	src/utils/collectorComponents.js	8	export function isCollectorManagedComponent(customId = '') {	CODE
LOW	src/utils/permissionGuard.js	13	export function getCommandDefaultPermissions(commandData) {	CODE
LOW	src/utils/permissionGuard.js	50	export function memberHasConfiguredModeratorRole(member, guildConfig) {	CODE
LOW	src/utils/permissionGuard.js	67	export function memberHasModerationCommandAccess(member, guildConfig, requiredPermissions = null) {	CODE
LOW	src/utils/permissionGuard.js	95	export function memberMeetsCommandPermissions(member, permissionBitfield, options = {}) {	CODE
LOW	src/utils/permissionGuard.js	121	export async function checkModerationPermissions(	CODE
LOW	src/utils/permissionGuard.js	151	export async function enforceDefaultCommandPermissions(interaction, command, context = {}) {	CODE
LOW	src/utils/embeds.js	272	function containsDiscordRenderable(content = '') {	CODE
LOW	src/utils/commandInputValidation.js	27	export function validateChatInputPayloadOrThrow(interaction, context = {}) {	CODE
LOW	src/utils/schemas.js	212	export function validateGuildConfigOrThrow(rawConfig, context = {}) {	CODE
LOW	src/utils/interactionValidator.js	91	export function withExpiredInteractionHandler(handler) {	CODE
LOW	src/utils/sqlIdentifiers.js	5	export function assertAllowlistedIdentifier(identifier, allowlist, label = 'SQL identifier') {	CODE
LOW	src/utils/errorRegistry.js	128	export function getDefaultErrorCodeByType(errorType = 'unknown') {	CODE
LOW	src/utils/database/keys.js	67	export function getApplicationSettingsKey(guildId) {	CODE
LOW	src/utils/database/keys.js	87	export function getJoinToCreateChannelsKey(guildId) {	CODE
LOW	src/utils/database/keys.js	192	export function getLegacyVariantsForCanonical(canonicalKey) {	CODE
LOW	src/utils/database/tickets.js	16	export async function getOpenTicketCountForUser(guildId, userId) {	CODE
LOW	src/utils/ticket/ticketLogging.js	79	function getLogChannelForEventType(config, eventType) {	CODE
LOW	src/utils/ticket/ticketPermissions.js	7	export async function getTicketPermissionContext({ client, interaction }) {	CODE
LOW	src/utils/logging/loggingUi.js	67	function createCategoryToggleButtons(enabledEvents = {}, loggingEnabled = false) {	CODE
LOW	src/utils/logging/loggingUi.js	91	export function createLoggingMainMenuSelect() {	CODE
LOW	src/utils/logging/loggingUi.js	138	export function createLoggingMainActionRow(loggingEnabled = false) {	CODE
LOW	src/utils/logging/loggingUi.js	151	export function createLoggingDashboardComponents(_enabledEvents, loggingEnabled = false) {	CODE
LOW	src/utils/logging/loggingUi.js	158	export function createLoggingCategoryViewComponents(enabledEvents, loggingEnabled = false) {	CODE
LOW	src/utils/logging/loggingUi.js	176	export function createLoggingFilterComponents() {	CODE
LOW	src/commands/Core/configWizard.js	555	function buildSettingSuccessMessage(setting, value, guild) {	CODE
LOW	src/commands/Core/modules/commands_dashboard.js	383	export function createDashboardCollectorFilter(userId, guildId) {	CODE
LOW	src/commands/ServerStats/modules/serverstats_delete.js	66	export const performDeletionByCounterId = wrapServiceBoundary(async function performDeletionByCounterId(client, guild, c	CODE
LOW	src/commands/Community/app-admin.js	22	function getApplicationStatusPresentation(statusValue) {	CODE
LOW	src/commands/Community/apply.js	21	function getApplicationStatusPresentation(statusValue) {	CODE
LOW	src/commands/Community/modules/app_dashboard.js	648	function buildApplicationSelectMenu(guildId, roleId) {	CODE
LOW	src/commands/Logging/modules/logging_dashboard.js	39	export async function buildLoggingDashboardView(interaction, client) {	CODE
LOW	src/commands/Logging/modules/logging_dashboard.js	100	export async function buildLoggingCategoriesView(interaction, client) {	CODE
LOW	src/commands/Reaction_roles/reactroles.js	425	function buildReactionRoleDashboardPayload(panelData, discordMsg, guildId, guild, panelStatus = null) {	CODE
LOW	src/commands/Reaction_roles/reactroles.js	505	async function migrateReactionRoleMessageId(client, guildId, panelData, newMessageId) {	CODE
LOW	src/commands/Utility/todo.js	142	async function getOrCreateSharedList(listId, creatorId = null, listName = null) {	CODE
LOW	src/handlers/warningHandlers.js	78	async function warningDeleteModalHandler(interaction, client) {	CODE
LOW	src/handlers/warningHandlers.js	124	async function warningClearConfirmModalHandler(interaction, client) {	CODE
LOW	src/handlers/todoButtons.js	8	function buildSharedTodoViewPayload(listData, listId, guild) {	CODE
23 more matches not shown…

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/commands/Reaction_roles/reactroles.js	167	if (!interaction.guild.members.me.permissions.has(PermissionFlagsBits.ManageRoles)) {	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/config/bot.js	1	import { logger } from '../utils/logger.js';	COMMENT
LOW	src/utils/errorHandler.js	1	// errorHandler.js — the single entry point for all error handling.	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/commands/Giveaway/gcreate.js	101	messageId: "placeholder",	CODE

codebymitch/TitanBot

Open-Source Code Quality, Security and Technical Debt Review