1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.6K

Stars

TypeScript

Language

48.4K

Lines of Code

203

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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 24 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 3.9/100 · LOW

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

PR Review Velocity Impact 6.2/100 · LOW

Which changes need focused human review? 36 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 13LOW 23

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 36 distinct pattern matches across 7 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 Separators12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/lib/components/CustomTransformControls.ts	39	// ─── Options interface ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	64	// ─── Shared module-level helpers ──────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	82	// ─── Main class ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	622	// ─── Pointer event helpers ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	697	// ─── Reusable utility variables ───────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	716	// ─── Root ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	789	// ─── Gizmo ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	806	// ── Resolve options with defaults ─────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	887	// ── Reusable geometry ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	898	// ── Arm shaft geometry ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	915	// ── Gizmo definitions ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src/lib/components/CustomTransformControls.ts	1322	// ─── Plane ────────────────────────────────────────────────────────────────────	COMMENT

Over-Commented Block12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.json	1	{	COMMENT
LOW	tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	tsconfig.json	41	// "customConditions": [], /* Conditions to set in addition to the resolver-specific defau	COMMENT
LOW	tsconfig.json	61	// "importHelpers": true, /* Allow importing helper functions from tslib once per project	COMMENT
LOW	tsconfig.json	81	// "preserveSymlinks": true, /* Disable resolving symlinks to their realpath. This correlate	COMMENT
LOW	src/lib/io/fbx/FBXTreeParser.ts	1401		COMMENT
LOW	src/lib/geometry/OctahedralBoneGeometry.ts	1	import { BufferAttribute, BufferGeometry } from 'three'	COMMENT
LOW	src/retarget/RetargetUtils.ts	301	const cloned_bone_inverses = source_skeleton.boneInverses.map((inverse) => inverse.clone())	COMMENT
LOW	src/retarget/AnimationRetargetService.ts	261	// apply any global rig correction the user has set (fixes tilted rigs that	COMMENT
LOW	src/retarget/human-retargeting/Pose.ts	221	}	COMMENT
LOW	src/retarget/human-retargeting/Rig.ts	141	return this	COMMENT
LOW	src/retarget/human-retargeting/Rig.ts	161	// }	COMMENT

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/lib/solvers/SkinningAlgorithm.ts	68	// Step 1: Calculate initial bone-to-vertex weight assignments	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	94	// Step 2: Smooth weight boundaries between adjacent bones	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	99	// Step 4: Normalize weights so all vertices sum to 1.0	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	103	// Step 5: Apply head weight correction if enabled	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/lib/solvers/SkinningAlgorithm.ts	68	// Step 1: Calculate initial bone-to-vertex weight assignments	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	94	// Step 2: Smooth weight boundaries between adjacent bones	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	99	// Step 4: Normalize weights so all vertices sum to 1.0	COMMENT
LOW⚡	src/lib/solvers/SkinningAlgorithm.ts	103	// Step 5: Apply head weight correction if enabled	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/lib/solvers/HeadWeightCorrector.ts	46	// maybe add a more robust way in case it ever expands to other skeleton types	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/survey-worker.js	227	function buildSurveyInsertStatements(db, survey, normalized_session_id) {	CODE
LOW	src/lib/io/fbx/fbx-utils.ts	315	function convertArrayBufferToString (buffer: ArrayBuffer, from?: number, to?: number): string {	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/lib/io/fbx/fbx-utils.ts	115	function getData (polygonVertexIndex: number, polygonIndex: number, vertexIndex: number, infoObject: FBXAttributeInfo):	CODE

Mesh2Motion/mesh2motion-app

Open-Source Code Quality, Security and Technical Debt Review