1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

2.4K

Stars

TypeScript

Language

195.8K

Lines of Code

902

Files

105

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 57 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 4.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 65 finding(s).

PR Review Velocity Impact 5.0/100 · LOW

Which changes need focused human review? 105 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 0MEDIUM 49LOW 56

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 105 distinct pattern matches across 6 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 Separators47 hits · 141 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	36	// ── Enums ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	51	// ── Variable segment ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	75	// ── Base element fields ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	89	// ── Text element ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	111	// ── Variable element ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	140	// ── Shape element ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	154	// ── Image element ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-element.ts	171	// ── Discriminated union ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-template.ts	5	// ── Template mode ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-template.ts	18	// ── Canvas dimension defaults ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-template.ts	23	// ── Schema ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-template.ts	63	// ── Export / Import (template sharing) ────────────────────────────────────	COMMENT
MEDIUM	packages/contracts/src/overlays/overlay-template.ts	76	// ── Preset template helpers ───────────────────────────────────────────────	COMMENT
MEDIUM	apps/ui/src/components/Settings/Overlays/index.tsx	33	// ── Toggle helper ───────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/ui/src/components/Settings/Overlays/index.tsx	73	// ── Main component ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…ps/ui/src/components/OverlayEditor/PropertiesPanel.tsx	146	// ── Type-specific sub-panels ────────────────────────────────────────────────	COMMENT
MEDIUM	…ps/ui/src/components/OverlayEditor/PropertiesPanel.tsx	473	// ── Shared field components ─────────────────────────────────────────────────	COMMENT
MEDIUM	apps/ui/src/api/overlays.ts	174	// ── Template API ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/ui/src/api/collections.ts	103	// ── Custom collection poster ───────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	49	// ── Helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	224	// ── Frame drawing ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	282	// ── Pill rendering ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	331	// ── Main render ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	505	// ── Template-based rendering ──────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	643	// ── Element renderers ─────────────────────────────────────────────────	COMMENT
MEDIUM	…/server/src/modules/overlays/overlay-render.service.ts	787	// ── Per-element date/variable formatting ──────────────────────────────	COMMENT
MEDIUM	…erver/src/modules/overlays/overlay-template.service.ts	60	// ── Preset seeding ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…erver/src/modules/overlays/overlay-template.service.ts	105	// ── CRUD ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…erver/src/modules/overlays/overlay-template.service.ts	256	// ── Import / Export ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…erver/src/modules/overlays/overlay-template.service.ts	288	// ── Helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	107	// ── Date helpers ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	148	// ── Overlay inheritance ───────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	346	// ── Poster backup helpers ─────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	407	// ── Revert ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	606	// ── Process single collection ─────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	774	// ── Process all enabled collections ───────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	934	// ── Reset all overlays ────────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/overlays/overlay-processor.service.ts	1018	// ── Template-based overlay application ────────────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	129	// ── Settings ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	154	// ── Media server helpers (for preview UI) ───────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	202	// ── Processing ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	288	// ── Fonts ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	394	// ── Images ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/server/src/modules/overlays/overlays.controller.ts	521	// ── Templates ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ps/server/src/modules/api/plex-api/plex-api.service.ts	1967	// ── Overlay poster helpers ────────────────────────────────────────────────	COMMENT
MEDIUM	…/api/media-server/jellyfin/jellyfin-adapter.service.ts	463	// ── Overlay helpers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…rver/src/modules/collections/collections.controller.ts	700	// ── Custom collection poster ─────────────────────────────────────────────	COMMENT

Over-Commented Block37 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	typeorm_instructions.txt	1	// TypeORM 1.x (better-sqlite3). Repository code uses object-form	COMMENT
LOW	typeorm_instructions.txt	21	// "incremental": false,	COMMENT
LOW	typeorm_instructions.txt	41		COMMENT
LOW	typeorm_instructions.txt	61	// Wait for the server to fully start (migrations run automatically on boot), then stop it.	COMMENT
LOW	typeorm_instructions.txt	81	// EXCEPT the one you are generating. If a previous attempt of your own migration	COMMENT
LOW	docker/start.sh	1	#!/bin/sh	COMMENT
LOW	packages/contracts/src/streamystats/watchlists.ts	1	import z from 'zod'	COMMENT
LOW	packages/contracts/src/media-server/features.ts	41	MediaServerFeature.PLAYLISTS,	COMMENT
LOW	.github/lock.yml	21	related bugs.	COMMENT
LOW	.github/workflows/fider-invite-codeowners.yml	1	name: Fider - Invite CODEOWNERS	COMMENT
LOW	.github/workflows/weblate_review.yml	41	# base commit it diffs against.	COMMENT
LOW	.github/workflows/weblate_merge.yml	61	GITHUB_TOKEN: ${{ steps.app-token.outputs.token }}	COMMENT
LOW	.github/workflows/media_server_labels.yml	1	name: Media server labels	COMMENT
LOW	.github/workflows/fider-pre-existing-scan.yml	1	name: Fider - Pre-existing scan	COMMENT
LOW	.github/workflows/fider-stale.yml	1	name: Fider - Stale sweep	COMMENT
LOW	.github/workflows/weblate_catalog.yml	101	HEAD_REPO: ${{ github.event.pull_request.head.repo.full_name }}	COMMENT
LOW	apps/ui/src/test-utils/react-cleanup.ts	1	import { cleanup, configure } from '@testing-library/react'	COMMENT
LOW	apps/server/test/rules-test-matrix.e2e.ts	1	// Regression matrix for the rules test endpoint.	COMMENT
LOW	…server/src/database/migration-tests/migrations.spec.ts	1	import * as fs from 'fs';	COMMENT
LOW	…ps/server/src/modules/actions/sonarr-action-handler.ts	1041	// monitored AND holding files. Seasons the user never downloaded stay	COMMENT
LOW	…src/modules/storage-metrics/storage-metrics.service.ts	281	seen.set(key, mount);	COMMENT
LOW	…erver/src/modules/rules/tasks/rule-executor.service.ts	281		COMMENT
LOW	…erver/src/modules/rules/tasks/rule-executor.service.ts	961		COMMENT
LOW	…r/src/modules/rules/helpers/rule.comparator.service.ts	121	}	COMMENT
LOW	…src/modules/api/tracearr-api/tracearr-api.constants.ts	21		COMMENT
LOW	…les/api/streamystats-api/streamystats-api.constants.ts	1	// Shared id of the Streamystats NodeCache (see modules/api/lib/cache.ts).	COMMENT
LOW	…erver/src/modules/api/seerr-api/seerr-api.constants.ts	1	// Shared id of the Seerr requests NodeCache (see modules/api/lib/cache.ts).	COMMENT
LOW	…api/sportarr-metadata-api/sportarr-metadata.service.ts	21	// One page of cards walks the sources many times over, and the connection	COMMENT
LOW	…/server/src/modules/api/plex-api/plex-api.constants.ts	1	export const PLEX_PAGE_SIZE = {	COMMENT
LOW	…/server/src/modules/api/plex-api/plex-api.constants.ts	21	// authenticated account's own watchlist), so this comes from probing it: query	COMMENT
LOW	…/server/src/modules/api/plex-api/plex-api.constants.ts	41	// history - a false never-watched on a tool that deletes media. A miss on an	COMMENT
LOW	…/modules/api/media-server/emby/emby-adapter.service.ts	1001	}	COMMENT
LOW	…/server/src/modules/collections/collections.service.ts	2761	serverColl &&	COMMENT
LOW	…/server/src/modules/collections/collections.service.ts	2801	if (!serverColl) {	COMMENT
LOW	…/server/src/modules/collections/collections.service.ts	3821	collectionId: collectionDbId,	COMMENT
LOW	…/server/src/modules/collections/collections.service.ts	4341	);	COMMENT
LOW	…/server/src/modules/collections/collections.service.ts	4921	expectedType,	COMMENT

Hyper-Verbose Identifiers18 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	packages/contracts/src/sportarr/sportarr.constants.ts	70	export function sportarrLeagueNumberFromTvdbAlias(	CODE
LOW	apps/ui/src/utils/metadataPreference.ts	4	export function resolveMetadataPreference(	CODE
LOW	apps/ui/src/components/Settings/Metadata/index.tsx	63	function useOptimisticMetadataPreference(	CODE
LOW	apps/server/src/main.ts	82	function createDataDirectoryStructure() {	CODE
LOW	apps/server/src/utils/prefetch-progress.ts	14	export function createPrefetchProgressReporter(	CODE
LOW	…/server/src/modules/settings/rule-migration.service.ts	69	function computePropertyCompatibility(	CODE
LOW	…/src/modules/rules/helpers/exclusion-cascade.helper.ts	25	export function buildExclusionCascadeSets(	CODE
LOW	…src/modules/rules/helpers/collection-exclude.helper.ts	17	export function buildCollectionExcludeNames(	CODE
LOW	…rver/src/modules/rules/helpers/rule-property.helper.ts	21	export function normalizeRulePropertyName(name: string): string {	CODE
LOW	…rver/src/modules/rules/helpers/rule-property.helper.ts	29	export function uniqueTrimmedRulePropertyNames(	CODE
LOW	…rver/src/modules/rules/helpers/rule-property.helper.ts	43	export function filterRuleCollectionNames(	CODE
LOW	…/server/src/modules/rules/helpers/section-operators.ts	17	export function reassertSectionBoundaryOperators(	CODE
LOW	…ps/server/src/modules/rules/helpers/diskspace.utils.ts	17	export function filterDiskspaceByTargetPath(	CODE
LOW	…odules/api/servarr-api/helpers/sportarr-external-id.ts	12	function leagueExternalIdFromNativeId(	CODE
LOW	…odules/api/servarr-api/helpers/sportarr-external-id.ts	22	export function sportarrLeagueExternalIdFromTvdbAlias(	CODE
LOW	…odules/api/servarr-api/helpers/sportarr-external-id.ts	35	export function sportarrLeagueExternalIdFromProviderIds(	CODE
LOW	…/src/modules/api/media-server/media-server-id.utils.ts	79	export function shouldRefreshMetadataItemId(	CODE
LOW	…ps/server/src/modules/metadata/metadata-lookup.util.ts	6	export function formatMetadataLookupCandidates(	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/contracts/src/streamystats/itemDetails.ts	6	// so the schema stays robust to that wire-format quirk.	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/src/modules/rules/tasks/rule-executor.service.spec.ts	253	// the type in the shared layer is what the architecture guardrails forbid, and	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…/server/src/modules/notifications/agents/email.spec.ts	32	emailTo: 'admin@example.com',	CODE

Maintainerr/Maintainerr

Open-Source Code Quality, Security and Technical Debt Review