0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

23.7K

Stars

Language

163.7K

Lines of Code

938

Files

142

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 4.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 130 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 142 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 1LOW 141

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 142 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.

Over-Commented Block120 hits · 120 pts

Severity	File	Line	Snippet	Context
LOW	website/src/components/Config.js	341	// frontMatter.id, not metadata.id: every segment doc sets an explicit `id:` frontmatter field	COMMENT
LOW	website/src/components/Studio/index.js	101	// Set when a format switch was refused because the config in the editor does not parse; cleared	COMMENT
LOW	website/src/components/Studio/index.js	181	// and otherwise, if a segment doc queued one, appends its segment on top - so "Add to Studio"	COMMENT
LOW	website/src/components/Studio/config.js	1	// The studio's starter config: small enough to read in one glance, but shaped like a prompt	COMMENT
LOW	website/src/components/Studio/exportPng.js	1	// Rasterizes the studio's live SVG preview into a downloadable PNG.	COMMENT
LOW	website/src/components/ThemeGallery/index.js	101	);	COMMENT
LOW	website/src/components/ConfigEditor/errorPosition.js	1	// Re-parses a config that failed to parse, purely to recover a real message and, where possible,	COMMENT
LOW	website/src/components/ConfigEditor/useWasmRenderer.js	1	import { useCallback, useEffect, useRef, useState } from 'react';	COMMENT
LOW	website/src/components/ConfigEditor/schemaCompletion.js	541	// whenever the next non-whitespace thing is another member/element, no when it's a closer, an	COMMENT
LOW	website/src/components/ConfigEditor/serialize.js	41		COMMENT
LOW	website/src/components/ConfigEditor/externalError.js	1	// Draws the caller-supplied syntax-error squiggle (errorLocation/errorMessage - see index.js's	COMMENT
LOW	website/src/components/ConfigEditor/index.js	141	errorLocation = null,	COMMENT
LOW	website/src/components/ConfigEditor/studioHandoff.js	1	// The sessionStorage handshake between a segment doc's/theme gallery's editor and the studio	COMMENT
LOW	website/src/components/ConfigEditor/ErrorIndicator.js	1	import React, { useRef, useState } from 'react';	COMMENT
LOW	website/src/components/ConfigEditor/wasmLoader.js	1	// Loads the studio's wasm module: the Go host shim (wasm_exec.js, a plain script that defines	COMMENT
LOW	website/src/components/ConfigEditor/renderDefaults.js	1	// Shared inputs to the wasm render() call (see wasmLoader.js / src/wasm/main.go), factored out	COMMENT
LOW	website/src/components/ConfigEditor/schemaResolution.js	1	// Schema-resolution engine ported unchanged (behaviourally) from the pre-CodeMirror-6 editor's	COMMENT
LOW	e2e/harness/shells.go	21	// Binary is the executable name looked up via LookupShellBinary. A missing binary	COMMENT
LOW	src/svg/window.go	1	package svg	COMMENT
LOW	src/svg/window.go	21	//	COMMENT
LOW	src/svg/window.go	41	controlGap float64 // spacing between the three window controls	COMMENT
LOW	src/svg/window.go	121	// a window this small never has real room for a title next to controls	COMMENT
LOW	src/svg/fit.go	21	// measure against here, only Run.Cells arithmetic.	COMMENT
LOW	src/svg/decorate.go	21	// than rediscovered here, because nothing in the Run stream itself	COMMENT
LOW	src/svg/svg_test.go	21	// padding these assertions are computed against isn't set here at all: it	COMMENT
LOW	src/svg/svg_test.go	121	opts := testOptions()	COMMENT
LOW	src/svg/svg_test.go	141	// segment's own background (the "cutout" a real terminal renders via SGR	COMMENT
LOW	src/svg/svg.go	21	// "accent" or the ansiColorCodes name "default", both of which resolve	COMMENT
LOW	src/svg/svg.go	41	// non-nil, so every reader downstream (windowFill in Encode, paintRun's	COMMENT
LOW	src/svg/svg.go	61	// defaultFontFamily), but the website renders these in Victor Mono,	COMMENT
LOW	src/svg/svg.go	81	// about 84% of that, and asymmetrically about the baseline. Filling the	COMMENT
LOW	src/svg/svg.go	101	// the reference PNGs always had.	COMMENT
LOW	src/svg/svg.go	121	// scale each icon down to exactly one cell of ink, which is also what a	COMMENT
LOW	src/svg/svg.go	141	// reports unitsPerEm 2048 and an 'M' advance of 1233 units, 1233/2048 =	COMMENT
LOW	src/svg/svg.go	161	// no rounding to do at all, and it would be flatly wrong for any other	COMMENT
LOW	src/svg/svg.go	181	// renderer's rounded pixels, is the correct default here too.	COMMENT
LOW	src/svg/svg.go	261	// textLength/lengthAdjust pinning it to exactly Cells*CellWidth, so it lands	COMMENT
LOW	src/svg/svg.go	281	// than anchoring to a rect edge via "hanging", because this package has no	COMMENT
LOW	src/svg/svg.go	441		COMMENT
LOW	src/svg/svg.go	561	if bgResolved {	COMMENT
LOW	src/svg/colors.go	81	// Run — to RGB. "accent"/"default" resolve against opts exactly like a Run's	COMMENT
LOW	src/svg/colors.go	101	if !ok {	COMMENT
LOW	src/svg/colors.go	121	// drift away from again; it also trims surrounding whitespace, which the	COMMENT
LOW	src/svg/colors.go	161	// defaultForegroundRGB is the fixed fallback for the ansiColorCodes name	COMMENT
LOW	src/config/segment_data_test.go	21	// TestSegmentDataCoversRegistry asserts that every documented segment type (the live registry	COMMENT
LOW	src/config/segment_data_test.go	61	// (json.Unmarshal into a fresh writer, json.Marshal it back out, then diff key-for-key) rather	COMMENT
LOW	src/config/segment_registry_js.go	1	//go:build js && wasm	COMMENT
LOW	src/config/load_test.go	141	// two things for a bool field (Config.FinalSpace) and an int field	COMMENT
LOW	src/config/data.go	21	// alongside its writer data, so a recorded-but-disabled segment can be	COMMENT
LOW	src/config/load.go	241	if _, err := h.Write(data); err != nil {	COMMENT
LOW	src/config/fieldset.go	61		COMMENT
LOW	src/config/segment.go	81	Needs []string `json:"-" toml:"-" yaml:"-"`	COMMENT
LOW	src/config/segment.go	281	}()	COMMENT
LOW	src/config/segment.go	321	// pre-check that proves a segment cannot possibly be enabled in the current	COMMENT
LOW	src/config/segment.go	341		COMMENT
LOW	src/config/segment.go	661	//	COMMENT
LOW	src/shell/scripts/omp.zsh	161	# terminal like any background job ("[1] 12345"). Disabling MONITOR for the	COMMENT
LOW	src/color/gradient.go	261	// interpolation exactly, but returns each cell's true RGB triple instead of a	COMMENT
LOW	src/color/gradient.go	341	func rgbFromColorful(c colorful.Color) RGB {	COMMENT
LOW	src/color/shade.go	81	// the color argument can be resolved to a concrete color before Defaults.ToAnsi sees it.	COMMENT
60 more matches not shown…

Fake / Example Data12 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	themes/schema.json	655	"placeholder": {	CODE
LOW	src/sqlite/sqlite_test.go	24	row, found, err := FindRow(data, "access_tokens", "account_id", "user@example.com")	CODE
LOW⚡	src/sqlite/sqlite_test.go	56	_, _, err := FindRow(data, "does_not_exist", "account_id", "user@example.com")	CODE
LOW⚡	src/sqlite/sqlite_test.go	63	_, _, err := FindRow(data, "access_tokens", "nope", "user@example.com")	CODE
LOW⚡	src/sqlite/sqlite_test.go	68	_, _, err := FindRow([]byte("not a database"), "access_tokens", "account_id", "user@example.com")	CODE
LOW	src/cli/dsc/configuration.schema.json	88	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	241	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	373	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	505	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	637	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	872	"placeholder": {	CODE
LOW	src/cli/dsc/configuration.schema.json	1031	"placeholder": {	CODE

Structural Annotation Overuse5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	.agents/agents/issue-analyzer.agent.md	34	### Step 1: Precondition checks	COMMENT
LOW	.agents/agents/issue-analyzer.agent.md	41	### Step 2: Fetch the issue	COMMENT
LOW	.agents/agents/issue-analyzer.agent.md	56	### Step 3: Identify the affected codebase area	COMMENT
LOW	.agents/agents/issue-analyzer.agent.md	78	### Step 4: Investigate like the code-changes triage path	COMMENT
LOW	.agents/agents/issue-analyzer.agent.md	89	### Step 5: Synthesize findings	COMMENT

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	CONTRIBUTING.md	120	[agentic]: https://github.com/JanDeDobbeleer/agentic	CODE

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	website/plugins/segments/index.js	357	function assertStaticAssetsMatchTotal(total) {	CODE
LOW	website/src/components/ConfigEditor/schemaCompletion.js	145	function findDeepestOpenYamlContainer(tree) {	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	website/static/install.sh	105	# Check if regular user has write permission	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/shell/scripts/omp.zsh	704	# Non-existent: just create it.	COMMENT

JanDeDobbeleer/oh-my-posh

Open-Source Code Quality, Security and Technical Debt Review