0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

2.2K

Stars

TypeScript

Language

132.6K

Lines of Code

1.4K

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 71 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 10 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 14 finding(s).

PR Review Velocity Impact 3.7/100 · LOW

Which changes need focused human review? 84 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 3MEDIUM 0LOW 81

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 84 distinct pattern matches across 5 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 Block50 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.json	81	// "downlevelIteration": true, /* Emit more compliant, but verbose and less performant Jav	COMMENT
LOW	…pi/Spacebar.UApi/Controllers/GuildStickerController.cs	21	//	COMMENT
LOW	…acebar.UApi/Controllers/Messages/MessagesController.cs	21	// {	COMMENT
LOW	…pi/DataMappings/Spacebar.DataMappings.AdminApi/User.cs	1	using Spacebar.Models.AdminApi;	COMMENT
LOW	…pi/DataMappings/Spacebar.DataMappings.AdminApi/User.cs	21	// PrimaryGuild = user.PrimaryGuild,	COMMENT
LOW	…in-api/Spacebar.Cdn/Extensions/FileSourceExtensions.cs	1	// using ImageMagick;	COMMENT
LOW	…in-api/Spacebar.Cdn/Extensions/FileSourceExtensions.cs	21	// // }	COMMENT
LOW	…min-api/Spacebar.Cdn/Controllers/GetImageController.cs	1	// using ArcaneLibs.Extensions.Streams;	COMMENT
LOW	…min-api/Spacebar.Cdn/Controllers/GetImageController.cs	21	// var original = await fs.GetFile(Request.Path);	COMMENT
LOW	…min-api/Spacebar.Cdn/Controllers/GetImageController.cs	41	// });	COMMENT
LOW	…a/admin-api/Spacebar.Cdn/Controllers/UserController.cs	41	// var originalKey = fs.BaseUrl + Request.Path;	COMMENT
LOW	…a/admin-api/Spacebar.Cdn/Controllers/UserController.cs	61	// }	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	1	// #if DEBUG	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	21	// return pads.IsPixelArt(img);	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	41	// Quality = Request.Query.ContainsKey("quality") && Enum.TryParse<DiscordImageResizeQuality>(Request.Qu	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	61	//	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	81	// Passthrough = Request.Query.ContainsKey("passthrough") && bool.TryParse(Request.Query["passthrough"],	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	101	// img = dirs.Apply(img, resizeParams);	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	121	// ? quality	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	141	// if (resizeParams.Size.HasValue)	COMMENT
LOW	…pacebar.Cdn/Controllers/Internal/GetImageController.cs	161	// }	COMMENT
LOW	…a/admin-api/Tests/Spacebar.Tests/Tests/MessageTests.cs	221	var res = await Assert.HttpSuccess(await Client.ApiHttpClient.PostAsync($"channels/{Channel.Id}/messages", reqCo	COMMENT
LOW	…a/admin-api/Tests/Spacebar.Tests/Tests/MessageTests.cs	241	// var res = await Assert.HttpSuccess(await Client.ApiHttpClient.PostAsync($"channels/{Channel.Id}/messa	COMMENT
LOW	extra/admin-api/Tests/Spacebar.Tests/Tests/DMTests.cs	21		COMMENT
LOW	extra/admin-api/Tests/Spacebar.Tests/Tests/DMTests.cs	41	// [Fact]	COMMENT
LOW	extra/admin-api/Tests/Spacebar.Tests/Tests/DMTests.cs	61	// });	COMMENT
LOW	extra/admin-api/Tests/Spacebar.Tests/Tests/DMTests.cs	81	//	COMMENT
LOW	…pi/Utilities/Spacebar.Client/wwwroot/service-worker.js	1	// In development, always fetch from the network and do not enable offline support.	COMMENT
LOW	…in-api/Utilities/Spacebar.Cdn.Migration/FsckService.cs	181	// ItemId = x.Id	COMMENT
LOW	…i.PrepareTestData/TestDataTypes/MessageSpamTestData.cs	61	// var success = false;	COMMENT
LOW	…repareTestData/TestDataTypes/AttachmentSpamTestData.cs	61	// var success = false;	COMMENT
LOW	extra/admin-api/Spacebar.Cdn.Worker/Program.cs	21	// fs.Flush();	COMMENT
LOW	extra/admin-api/Spacebar.Cdn.Worker/Program.cs	41	// Console.WriteLine(" => " + sw2.Elapsed);	COMMENT
LOW	scripts/schema.js	161	(x.endsWith("Schema") \|\| x.endsWith("Response") \|\| x.startsWith("API") \|\| x.endsWith("Array")) &&	COMMENT
LOW	src/database/entities/Guild.ts	41	import { User } from "./User";	COMMENT
LOW	src/database/entities/ThreadMember.ts	121	// // @ts-ignore	COMMENT
LOW	src/database/entities/ThreadMember.ts	141	// } satisfies GuildMemberUpdateEvent)	COMMENT
LOW	src/database/entities/ThreadMember.ts	161	// data: {	COMMENT
LOW	src/database/entities/ThreadMember.ts	181	// await Promise.all([	COMMENT
LOW	src/database/entities/ReadState.ts	81	// delete res.badge_count;	COMMENT
LOW	src/database/entities/Categories.ts	21	import { DiscoveryCategory } from "@spacebar/schemas";	COMMENT
LOW	src/util/util/json/JsonSerializer.test.ts	121	// // write a massive json file	COMMENT
LOW	src/util/util/json/JsonSerializer.test.ts	141	// }	COMMENT
LOW	src/schemas/Validator.ts	21	import fs from "node:fs";	COMMENT
LOW	src/schemas/responses/SettingsProtoUpdateResponse.ts	41	// settings: PreloadedUserSettings;	COMMENT
LOW	src/schemas/uncategorised/SettingsProtoUpdateSchema.ts	41	// required_data_version?: number;	COMMENT
LOW	src/schemas/gateway/IdentifySchema.ts	21	import { ActivitySchema } from "@spacebar/schemas";	COMMENT
LOW	src/schemas/gateway/IdentifySchema.ts	41	// $$referrer: String,	COMMENT
LOW	src/api/util/handlers/Instance.ts	21	import { TimeSpan } from "@spacebar/extensions";	COMMENT
LOW	src/gateway/util/Utils.ts	61	// Temporary cleanup function until shutdown cleanup function is fixed.	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	…n-api/Spacebar.AdminApi/Controllers/GuildController.cs	delete from messages where id in ( select id from messages where author_id = {authorid} and channel_id = {channelid} and	STRING
HIGH	…in-api/Spacebar.AdminApi/Controllers/UserController.cs	delete from messages where id in ( select id from messages where author_id = {authorid} and channel_id = {channelid} and	STRING
HIGH	…api/Spacebar.AdminApi/Controllers/ChannelController.cs	delete from messages where id in ( select id from messages where author_id = {authorid} and channel_id = {channelid} and	STRING

TODO Padding10 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…i/Controllers/Applications/ApplicationRpcController.cs	16	// TODO: implement disclosures	COMMENT
LOW	extra/admin-api/Models/Spacebar.Models.Generic/Guild.cs	42	public List<object> GuildScheduledEvents { get; set; } // TODO: implement	CODE
LOW	src/util/util/FieldError.ts	51	// TODO: implement Image data type: Data URI scheme that supports JPG, GIF, and PNG formats. An example Data URI format	COMMENT
LOW	src/util/util/json/JsonSerializer.ts	108	//TODO: implement	COMMENT
LOW	src/util/util/json/JsonSerializer.ts	113	// TODO: implement	COMMENT
LOW	src/api/routes/reporting/index.ts	61	// TODO: implement	COMMENT
LOW	src/api/routes/reporting/index.ts	82	// TODO: implement	COMMENT
LOW	src/api/routes/guilds/#guild_id/integrations.ts	23	//TODO: implement integrations list	COMMENT
LOW	src/api/routes/guilds/#guild_id/audit-logs.ts	26	//TODO: implement audit logs	COMMENT
LOW	src/gateway/opcodes/RequestChannelStatuses.ts	30	// TODO: implement	COMMENT

Hyper-Verbose Identifiers11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	scripts/schema.js	333	function deleteOneOfKindUndefinedRecursive(obj, path) {	CODE
LOW	scripts/schema.js	401	async function removeAllMatchingRecursive(o, selector, maxDepth = 32, path = "$") {	CODE
LOW	scripts/util/getRouteDescriptions.js	100	function getPrefixedRouteDescriptions(routePrefix, root) {	CODE
LOW	src/cdn/routes/avatar-decoration-presets.ts	43	async function tryReturnFromCollectiblesShop(req: Request, res: Response, avatar_decoration_data_asset: string) {	CODE
LOW	src/api/util/handlers/Message.ts	603	export async function processMessageOptionAttachments(source: MessageOptions, destination: Message) {	CODE
LOW	src/api/util/handlers/Message.ts	648	export async function convertCloudAttachmentToAttachment(cloudAttachmentReference: MessageCreateCloudAttachment, destina	CODE
LOW	src/api/util/handlers/Message.ts	690	async function handleMessageMentionsAsync(message: Message) {	CODE
LOW	src/api/util/utility/polls.ts	25	export async function generatePollResultsMessage(options: MessageOptions): Promise<MessageOptions> {	CODE
LOW	src/api/util/utility/EmbedHandlers.ts	562	export async function dropDuplicateCacheEntries(entries: EmbedCache[]): Promise<EmbedCache[]> {	CODE
LOW	src/api/util/utility/EmbedHandlers.ts	608	export async function getOrUpdateEmbedCache(urls: string[], cb?: (url: string, embeds: Embed[]) => Promise<void>): Promi	CODE
LOW	src/gateway/util/Utils.ts	100	export async function handleOffloadedGatewayRequest(socket: WebSocket, url: string, body: unknown): Promise<boolean> {	CODE

Fake / Example Data10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	assets/schemas.json	13664	"placeholder": {	CODE
LOW	assets/schemas.json	14053	"placeholder": {	CODE
LOW	assets/schemas.json	14335	"placeholder": {	CODE
LOW	assets/schemas.json	14407	"placeholder": {	CODE
LOW	assets/schemas.json	14532	"placeholder": {	CODE
LOW	assets/schemas.json	14892	"placeholder": {	CODE
LOW	…migration/postgres/1787497429170-AttachmentMetadata.ts	11	await queryRunner.query(`ALTER TABLE "attachments" ADD "placeholder" character varying`);	CODE
LOW	…migration/postgres/1787497429170-AttachmentMetadata.ts	23	await queryRunner.query(`ALTER TABLE "attachments" DROP COLUMN "placeholder"`);	CODE
LOW	src/api/routes/users/@me/billing/payment-sources.ts	36	name: "John Doe",	CODE
LOW	src/api/routes/users/@me/billing/payment-sources.ts	37	line_1: "123 Main Street",	CODE

spacebarchat/server

Open-Source Code Quality, Security and Technical Debt Review