1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.4K

Stars

TypeScript

Language

117.7K

Lines of Code

519

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 32 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 5.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 46 finding(s).

PR Review Velocity Impact 7.6/100 · LOW

Which changes need focused human review? 77 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 3MEDIUM 42LOW 31

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 77 distinct pattern matches across 9 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 Separators42 hits · 130 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	deploy.sh	2	# =========================================================	COMMENT
MEDIUM⚡	deploy.sh	5	# =========================================================	COMMENT
MEDIUM⚡	deploy.sh	11	# =========================================================	COMMENT
MEDIUM	intel/server.js	23	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	25	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	36	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	38	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	164	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	166	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	188	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	190	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	254	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	256	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	745	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	747	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	760	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	762	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	824	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	intel/server.js	826	// ════════════════════════════════════════════════════	COMMENT
MEDIUM	src/app/api/flights/route.ts	402	// ── Phase 3: Regional sweep — last resort only ────────────────────────────	COMMENT
MEDIUM	src/app/api/flights/route.ts	429	// ── Classify ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/app/api/arcgis/route.ts	183	// ── Mode 1: Catalog Search ──────────────────────────────────────────	COMMENT
MEDIUM	src/app/api/arcgis/route.ts	252	// ── Mode 2: Feature Service Spatial Query ───────────────────────────	COMMENT
MEDIUM	src/app/api/arcgis/route.ts	338	// ── No valid mode ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	25	// ── Cache ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	42	// ── Math ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	94	// ── Airport resolver (async — with dynamic fallback) ──────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	133	// ── Source 1: ADSBDB (via stealthFetch to avoid rate limits) ──────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	154	// ── Source 2: HexDB (via stealthFetch) ─────────────────────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	176	// ── Source 3: airplanes.live ───────────────────────────────────────	COMMENT
MEDIUM	src/app/api/flight-route/route.ts	221	// ── Handler ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/PolybolosClient.ts	24	// ── OSIRIS Feed → Entity Translators ───────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/PolybolosClient.ts	158	// ── Main Client ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/LatticeAdapter.ts	20	// ── Lattice Raw Types (Simulated from Lattice SDK docs) ────────────	COMMENT
MEDIUM	src/lib/sdk/LatticeAdapter.ts	41	// ── Domain Mapping ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/LatticeAdapter.ts	67	// ── Adapter Class ──────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	10	// ── Domain Classification ──────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	46	// ── Core Entity Interface ──────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	103	// ── Lattice Integration Types ──────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	134	// ── SDK Client Types ───────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	156	// ── Stream Event Types ─────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/sdk/types.ts	175	// ── Ingestion Types (External Push) ────────────────────────────────	COMMENT

Verbosity Indicators10 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW⚡	intel/server.js	371	// Step 3: Add aircraft model info	COMMENT
LOW⚡	intel/server.js	378	// Step 4: Cross-ref sanctions on airline name + callsign	COMMENT
LOW	intel/server.js	300	// Step 1: Decode ICAO airline prefix from callsign (e.g. TRK → Turkish Airlines)	COMMENT
LOW	intel/server.js	344	// Step 2: Decode registration prefix → country (e.g. TC → Turkey, N → USA, G → UK)	COMMENT
LOW	intel/server.js	533	// Step 1: ip-api.com — geolocation, ISP, ASN, proxy/hosting detection	COMMENT
LOW	intel/server.js	592	// Step 2: RIPEstat WHOIS	COMMENT
LOW	intel/server.js	614	// Step 3: RIPEstat Abuse Contact	COMMENT
LOW	intel/server.js	634	// Step 4: RIPEstat Network Info	COMMENT
LOW	src/app/api/region-dossier/route.ts	185	// Step 1: Which place was clicked (must complete first — other steps depend on it).	COMMENT
LOW	src/app/api/region-dossier/route.ts	209	// Step 2: Fetch Wikipedia summary	COMMENT

Structural Annotation Overuse10 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW⚡	intel/server.js	371	// Step 3: Add aircraft model info	COMMENT
LOW⚡	intel/server.js	378	// Step 4: Cross-ref sanctions on airline name + callsign	COMMENT
LOW	intel/server.js	300	// Step 1: Decode ICAO airline prefix from callsign (e.g. TRK → Turkish Airlines)	COMMENT
LOW	intel/server.js	344	// Step 2: Decode registration prefix → country (e.g. TC → Turkey, N → USA, G → UK)	COMMENT
LOW	intel/server.js	533	// Step 1: ip-api.com — geolocation, ISP, ASN, proxy/hosting detection	COMMENT
LOW	intel/server.js	592	// Step 2: RIPEstat WHOIS	COMMENT
LOW	intel/server.js	614	// Step 3: RIPEstat Abuse Contact	COMMENT
LOW	intel/server.js	634	// Step 4: RIPEstat Network Info	COMMENT
LOW	src/app/api/region-dossier/route.ts	185	// Step 1: Which place was clicked (must complete first — other steps depend on it).	COMMENT
LOW	src/app/api/region-dossier/route.ts	209	// Step 2: Fetch Wikipedia summary	COMMENT

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	src/components/OsirisMap.tsx	2281	color: '#1976D2', // Darker blue as requested, more transparent in layer paint	CODE
HIGH	src/components/OsirisMap.tsx	2281	color: '#1976D2', // Darker blue as requested, more transparent in layer paint	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/lib/map-camera-controls.test.ts	43	expect(f.map.easeTo.mock.calls.map(([options]) => options.zoom)).toEqual([7.5, 8.5, 9.5]);	CODE

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	deploy.sh	1	#!/bin/bash	COMMENT
LOW	src/app/api/flights/route.ts	101	// registration: what general-aviation aircraft broadcast once the hyphen is	COMMENT
LOW	src/app/api/flights/route.ts	221	let lastFetchTime = 0;	COMMENT
LOW	src/app/api/cctv/proxy/route.ts	21	'voyage.aprr.fr',	COMMENT
LOW	src/app/api/news/route.ts	21	*/	COMMENT
LOW	src/components/OsirisMap.tsx	1181	// Only those layers count: querying every feature matches the basemap	COMMENT

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

Severity	File	Line	Snippet	Context
HIGH	src/app/docs/DocsClient.tsx	356	print(len(data["commercial_flights"]), "commercial")`,	CODE

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/app/api/cctv/public-webcams.ts	40	export async function fetchAmericasPublicWebcams(): Promise<CctvCamera[]> {	CODE
LOW	src/app/api/cctv/houston-transtar.ts	34	export function matchHoustonTranstarCameras(txdot: CctvCamera[], listings: TranstarListing[]): CctvCamera[] {	CODE
LOW	src/lib/transit-gl-layer.ts	143	export function createTransitVehicleLayer(id: string): CustomLayerInterface & {	CODE
LOW	src/lib/terrain-tiles.ts	97	export function installTerrainTileProtocol(addProtocol: (name: string, handler: AddProtocolAction) => void) {	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	intel/server.test.ts	77	expect(intel.normalizeId('person', 'Jane\u0000\nDoe')).toBe('Jane Doe');	CODE

simplifaisoul/osiris

Open-Source Code Quality, Security and Technical Debt Review