1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

20.0K

Stars

JavaScript

Language

38.8K

Lines of Code

238

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 38 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

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

PR Review Velocity Impact 5.8/100 · LOW

Which changes need focused human review? 40 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 3LOW 37

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 40 distinct pattern matches across 5 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 Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	action_text-trix/app/assets/javascripts/trix.js	2721	} else if (cfg.TRUSTED_TYPES_POLICY === null) {	COMMENT
LOW	action_text-trix/app/assets/javascripts/trix.js	3281	// name at all, we can't reason about clobbering — return false	COMMENT
LOW	action_text-trix/app/assets/javascripts/trix.js	3301	// an internal slot, no serialization cost — and removes a residual	COMMENT
LOW	…n_text-trix/test/dummy/app/views/pwa/service-worker.js	1	// Add a service worker for processing Web Push notifications:	COMMENT
LOW	…n_text-trix/test/dummy/app/views/pwa/service-worker.js	21	// if (clients.openWindow) {	COMMENT
LOW	action_text-trix/test/dummy/config/storage.yml	1	test:	COMMENT
LOW	action_text-trix/test/dummy/config/storage.yml	21	# credentials: <%= Rails.root.join("path/to/gcs.keyfile") %>	COMMENT
LOW	action_text-trix/test/dummy/config/application.rb	21	# Configuration for the application, engines, and railties goes here.	COMMENT
LOW	action_text-trix/test/dummy/config/puma.rb	1	# This configuration file will be evaluated by Puma. The top-level methods that	COMMENT
LOW	action_text-trix/test/dummy/config/puma.rb	21	# The default is set to 3 threads as it's deemed a decent compromise between	COMMENT
LOW	action_text-trix/test/dummy/config/database.yml	21	database: storage/test.sqlite3	COMMENT
LOW	action_text-trix/test/dummy/config/locales/en.yml	1	# Files in the config/locales directory are used for internationalization and	COMMENT
LOW	action_text-trix/test/dummy/config/locales/en.yml	21	#	COMMENT
LOW	…text-trix/test/dummy/config/environments/production.rb	61		COMMENT
LOW	…text-trix/test/dummy/config/environments/production.rb	81	# Enable DNS rebinding protection and other `Host` header attacks.	COMMENT
LOW	action_text-trix/test/dummy/config/environments/test.rb	1	# The test environment is used exclusively to run your application's	COMMENT
LOW	…t/dummy/config/initializers/content_security_policy.rb	1	# Be sure to restart your server when you modify this file.	COMMENT
LOW	…t/dummy/config/initializers/content_security_policy.rb	21	# config.content_security_policy_nonce_directives = %w(script-src style-src)	COMMENT
LOW	…ext-trix/test/dummy/config/initializers/inflections.rb	1	# Be sure to restart your server when you modify this file.	COMMENT
LOW	action_text-trix/test/dummy/db/schema.rb	1	# This file is auto-generated from the current state of the database. Instead	COMMENT
LOW	src/test/unit/location_mapper_test.js	1	import { TEST_IMAGE_URL, assert, test, testGroup } from "test/test_helper"	COMMENT
LOW	src/test/unit/location_mapper_test.js	21	// 1 b😭cd	COMMENT
LOW	src/test/unit/location_mapper_test.js	161	const offset = 2	COMMENT
LOW	src/trix/core/helpers/strings.js	81	// the result back to the same value.	COMMENT

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	…t/dummy/config/initializers/content_security_policy.rb	3	# Define an application-wide content security policy.	COMMENT
MEDIUM	action_text-trix/test/dummy/db/schema.rb	1	# This file is auto-generated from the current state of the database. Instead	COMMENT
MEDIUM	action_text-trix/test/dummy/db/schema.rb	5	# This file is the source Rails uses to define your schema when running `bin/rails	COMMENT

Hyper-Verbose Identifiers8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	action_text-trix/app/assets/javascripts/trix.js	1167	function shouldRenderInmmediatelyToDealWithIOSDictation(inputEvent) {	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	5366	function createAddInitializerMethod(e, t) {	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	5548	function createAddInitializerMethod(e, t) {	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	5735	function createAddInitializerMethod(e, t) {	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	6114	function AsyncFromSyncIteratorContinuation(r) {	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	6393	function GeneratorFunctionPrototype() {}	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	6430	function callInvokeWithMethodAndArg() {	CODE
LOW	src/trix/core/helpers/events.js	47	export function shouldRenderInmmediatelyToDealWithIOSDictation(inputEvent) {	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…text-trix/test/dummy/config/environments/production.rb	56	# Set this to true and configure the email server for immediate delivery to raise delivery errors.	COMMENT
LOW	…text-trix/test/dummy/config/environments/production.rb	59	# Set host to be used by links generated in mailer templates.	COMMENT
LOW	…ext-trix/test/dummy/config/environments/development.rb	40	# Set localhost to be used by links generated in mailer templates.	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	action_text-trix/app/assets/javascripts/trix.js	2130	const html = freeze(['accept', 'action', 'align', 'alt', 'autocapitalize', 'autocomplete', 'autopictureinpicture', 'au	CODE
LOW	action_text-trix/app/assets/javascripts/trix.js	2498	const DEFAULT_URI_SAFE_ATTRIBUTES = addToSet({}, ['alt', 'class', 'for', 'id', 'label', 'name', 'pattern', 'placehol	CODE

basecamp/trix

Open-Source Code Quality, Security and Technical Debt Review