2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

4.7K

Stars

JavaScript

Language

81.2K

Lines of Code

286

Files

Pattern Hits

2026-10-31

Scan Date

0.03

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 4.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 62 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.3/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 8 finding(s).

PR Review Velocity Impact 10.1/100 · LOW

Which changes need focused human review? 85 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 8HIGH 0MEDIUM 8LOW 69

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 85 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.

Hallucination Indicators8 hits · 80 pts

Severity	File	Line	Snippet	Context
CRITICAL	develop/test/updater.test.js	269	const copiedPaths = updater.fs.copy.mock.calls.map(c => c.arguments[0])	CODE
CRITICAL	develop/test/updater.test.js	282	const copiedPaths = updater.fs.copy.mock.calls.map(c => c.arguments[0])	CODE
CRITICAL	develop/test/updater.test.js	293	const copiedPaths = updater.fs.copy.mock.calls.map(c => c.arguments[0])	CODE
CRITICAL	develop/test/updater.test.js	304	const copiedPaths = updater.fs.copy.mock.calls.map(c => c.arguments[0])	CODE
CRITICAL	develop/test/updater.test.js	329	const copiedPaths = updater.fs.copy.mock.calls.map(c => c.arguments[0])	CODE
CRITICAL	plugin/markdownlint/markdownlint.min.js	11	`};(0,Ce.addErrorContext)(e,t,i.trim(),void 0,void 0,void 0,o)}var Wr={names:["MD031","blanks-around-fences"],descriptio	CODE
CRITICAL	plugin/html_editor/index.js	751	count: this.entities.source.value.length.toLocaleString(),	CODE
CRITICAL	plugin/global/core/lib/micromark.js	3	`)}function z(){let x=o[o.length-1],E=x[x.length-1],j=E?E.charCodeAt(E.length-1):null;j===10\|\|j===13\|\|j===null\|\|v()}func	CODE

Over-Commented Block44 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	plugin/bin/install.c	1	#include <stdio.h>	COMMENT
LOW	plugin/global/settings/settings.default.toml	1	# ---------------------------------------------------------------------	COMMENT
LOW	plugin/global/settings/settings.default.toml	61		COMMENT
LOW	plugin/global/settings/settings.default.toml	101	# end : Rightmost of the tab bar	COMMENT
LOW	plugin/global/settings/settings.default.toml	141		COMMENT
LOW	plugin/global/settings/settings.default.toml	241	HOTKEY = ""	COMMENT
LOW	plugin/global/settings/settings.default.toml	261	# Predefined command list	COMMENT
LOW	plugin/global/settings/settings.default.toml	381	# detailAll : Show details for all errors	COMMENT
LOW	plugin/global/settings/settings.default.toml	401		COMMENT
LOW	plugin/global/settings/settings.default.toml	561	# strong : Bold	COMMENT
LOW	plugin/global/settings/settings.default.toml	721	FIX_SKIPPED_LEVEL_HEADERS = true	COMMENT
LOW	plugin/global/settings/settings.default.toml	801	zoom = true,	COMMENT
LOW	plugin/global/settings/settings.default.toml	961	# Subscript rendering font	COMMENT
LOW	plugin/global/settings/settings.default.toml	1001	# Example: image = "Figure {i:cjk}" -> Figure 一, Figure 二	COMMENT
LOW	plugin/global/settings/settings.default.toml	1021	# lg : Lower Greek (α, β, γ...)	COMMENT
LOW	plugin/global/settings/settings.default.toml	1261	HINT_DURATION = 1000	COMMENT
LOW	plugin/global/settings/settings.default.toml	1281	# Alt-Left : goLineStart	COMMENT
LOW	plugin/global/settings/settings.default.toml	1461	# =========== [ UI & Toolbar ] ===========	COMMENT
LOW	plugin/global/settings/settings.default.toml	1521	# Extra thumbnail preload count	COMMENT
LOW	plugin/global/settings/settings.default.toml	1541	# location : Open image path	COMMENT
LOW	plugin/global/settings/settings.default.toml	1561	# decVSkew : Decrease vertical skew	COMMENT
LOW	plugin/global/settings/settings.default.toml	1741	[text_stylize]	COMMENT
LOW	plugin/global/settings/settings.default.toml	1761	# blur : Blur	COMMENT
LOW	plugin/global/settings/settings.default.toml	1781	# Default Format Brush defined via CSS expressions (e.g., "color:#FF0000; text-decoration:line-through;")	COMMENT
LOW	plugin/global/settings/settings.default.toml	1921	BUTTON_BOX_SHADOW_ON_HOVER = "0 2px 10px 3px rgba(0, 0, 0, .15)"	COMMENT
LOW	plugin/global/settings/settings.default.toml	1961		COMMENT
LOW	plugin/global/settings/settings.default.toml	1981	# x1	COMMENT
LOW	plugin/global/settings/settings.default.toml	2021	# adaptive: Prioritizes 8-way recognition, but automatically falls back to 4-way for complex trajectories to improve a	COMMENT
LOW	plugin/global/settings/settings.default.toml	2061	# Regex defining the trigger text (Must implement the named capture group 'kw')	COMMENT
LOW	plugin/global/settings/settings.default.toml	2081	# earliest_hit : Earliest match sorting	COMMENT
LOW	plugin/global/settings/settings.default.toml	2241	# Add a ⌘ icon to action options to visually distinguish them	COMMENT
LOW	plugin/global/settings/settings.default.toml	2501	[templater]	COMMENT
LOW	plugin/global/settings/settings.default.toml	2521	# {{ randomInt(min, max) }} Random integer within range	COMMENT
LOW	plugin/global/settings/settings.default.toml	2901	HOTKEY = ""	COMMENT
LOW	plugin/global/settings/settings.default.toml	3041	# png: (Requires Canvas renderer)	COMMENT
LOW	plugin/global/settings/settings.default.toml	3061	DEFAULT_FENCE_HEIGHT = "300px"	COMMENT
LOW	plugin/global/settings/settings.default.toml	3081	// @resize false	COMMENT
LOW	plugin/global/settings/settings.default.toml	3141	DEFAULT_FENCE_BACKGROUND_COLOR = "transparent"	COMMENT
LOW	plugin/global/settings/settings.default.toml	3301	# right	COMMENT
LOW	plugin/global/settings/settings.default.toml	3361	# Default Fence Background Color	COMMENT
LOW	plugin/global/settings/settings.default.toml	3421	# =========== [ Template ] ===========	COMMENT
LOW	plugin/global/settings/settings.default.toml	3481	// ==BlockCodeConfig==	COMMENT
LOW	plugin/global/settings/settings.default.toml	3501		COMMENT
LOW	plugin/global/settings/settings.default.toml	3581		COMMENT

Decorative Section Separators6 hits · 22 pts

Severity	File	Line	Snippet	Context
MEDIUM	develop/test/search_multi_qualifiers.test.js	239	// ─── VALIDATORS (via qualifier.validate) ─────────────────────────────────────	COMMENT
MEDIUM	develop/test/search_multi_qualifiers.test.js	428	// ─── CASTERS (via qualifier.cast) ────────────────────────────────────────────	COMMENT
MEDIUM	develop/test/search_multi_qualifiers.test.js	606	// ─── MATCHERS (via qualifier.match) ──────────────────────────────────────────	COMMENT
MEDIUM⚡	plugin/global/settings/settings.default.toml	1	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	plugin/global/settings/settings.default.toml	3	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	plugin/global/settings/settings.default.toml	8	# ---------------------------------------------------------------------	COMMENT

Verbosity Indicators7 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	develop/test/fast-form.test.js	1591	// Step 1: Modify the data when box is active	COMMENT
LOW⚡	develop/test/fast-form.test.js	1596	// Step 2: Toggle the dependency to hide the box	COMMENT
LOW⚡	develop/test/fast-form.test.js	1603	// Step 3: Toggle the dependency back to show the box	COMMENT
LOW	plugin/global/core/components/fast-form/watchers.js	342	// Step 1: Build the dependency graph.	COMMENT
LOW⚡	plugin/global/core/components/fast-form/watchers.js	359	// Step 2: Initialize a queue with all nodes that have an in-degree of 0 (no dependencies).	COMMENT
LOW⚡	plugin/global/core/components/fast-form/watchers.js	363	// Step 3: Process the queue using Kahn's algorithm.	COMMENT
LOW	plugin/global/core/components/fast-form/watchers.js	375	// Step 4: Execute watchers.	COMMENT

Structural Annotation Overuse7 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	develop/test/fast-form.test.js	1591	// Step 1: Modify the data when box is active	COMMENT
LOW⚡	develop/test/fast-form.test.js	1596	// Step 2: Toggle the dependency to hide the box	COMMENT
LOW⚡	develop/test/fast-form.test.js	1603	// Step 3: Toggle the dependency back to show the box	COMMENT
LOW	plugin/global/core/components/fast-form/watchers.js	342	// Step 1: Build the dependency graph.	COMMENT
LOW⚡	plugin/global/core/components/fast-form/watchers.js	359	// Step 2: Initialize a queue with all nodes that have an in-degree of 0 (no dependencies).	COMMENT
LOW⚡	plugin/global/core/components/fast-form/watchers.js	363	// Step 3: Process the queue using Kahn's algorithm.	COMMENT
LOW	plugin/global/core/components/fast-form/watchers.js	375	// Step 4: Execute watchers.	COMMENT

Fake / Example Data9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	develop/test/schemas.test.js	97	handleKey(field.placeholder, ctx("placeholder"))	CODE
LOW	develop/test/schemas.test.js	501	if (["title", "label", "explain", "placeholder", "tooltip", "hintHeader", "hintDetail", "divider", "unit", "op	CODE
LOW	develop/test/fast-form.test.js	1254	assert.strictEqual(ff.getData("fullName"), "John Doe")	CODE
LOW	develop/test/fast-form.test.js	1260	assert.strictEqual(ff.getData("fullName"), "Jane Doe", "Computed value should reflect changes")	CODE
LOW	plugin/calendar/toastui-calendar.min.js	4	In order to be iterable, non-array objects must have a [Symbol.iterator]() method.`)}var A=Object.hasOwnProperty,s=Objec	CODE
LOW	plugin/datatables/resource/js/dataTables.min.js	57	b.sFilterInput+'"/>',h=d.sSearch;h=h.match(/_INPUT_/)?h.replace("_INPUT_",g):h+g;b=k("<div/>",{id:f.f?null:c+"_filter","	CODE
LOW	plugin/global/core/components/fast-dropdown/index.js	31	return ["value", "placeholder", "no-label", "icon"]	CODE
LOW	plugin/global/core/components/fast-dropdown/index.js	40	} else if (name === "placeholder") {	CODE
LOW	plugin/markmap/resource/markmap.min.js	141	`,1;if(Ka>1e5&&Ka>V.index*3)throw new Error("potential infinite loop, way more iterations than matches");return he+=Q,Q.	CODE

Self-Referential Comments1 hit · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	plugin/global/settings/settings.default.toml	4	# This file contains the default settings for Typora-Plugin	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	develop/package-lock.json	5006	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	plugin/global/core/components/fast-form/controls.js	54	function registerNumericalDefaultRules({ field, form }) {	CODE
LOW	plugin/global/core/components/fast-form/controls.js	70	function registerItemLengthLimitRule({ field, form }) {	CODE

obgnail/typora_plugin

Open-Source Code Quality, Security and Technical Debt Review