0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.7K

Stars

Kotlin

Language

345.5K

Lines of Code

2.5K

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 1.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 48 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 19 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1 finding(s).

PR Review Velocity Impact 2.9/100 · LOW

Which changes need focused human review? 68 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 13HIGH 2MEDIUM 4LOW 49

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 68 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.

Hallucination Indicators13 hits · 115 pts

Severity	File	Line	Snippet	Context
CRITICAL	…xtcloud/client/account/UserAccountManagerImplTest.java	52	Bundle arguments = androidx.test.platform.app.InstrumentationRegistry.getArguments();	CODE
CRITICAL	…/androidTest/java/com/owncloud/android/AbstractIT.java	138	Bundle arguments = androidx.test.platform.app.InstrumentationRegistry.getArguments();	CODE
CRITICAL	…/androidTest/java/com/owncloud/android/AbstractIT.java	216	androidx.test.espresso.accessibility.AccessibilityChecks.enable().setRunChecksFromRootView(true);	CODE
CRITICAL	…Test/java/com/owncloud/android/AbstractOnServerIT.java	75	Bundle arguments = androidx.test.platform.app.InstrumentationRegistry.getArguments();	CODE
CRITICAL	…java/com/owncloud/android/utils/EncryptionUtilsV2IT.kt	419	com.owncloud.android.datamodel.e2e.v1.decrypted.DecryptedFile().apply {	STRING
CRITICAL	…java/com/owncloud/android/utils/EncryptionUtilsV2IT.kt	453	metadata = com.owncloud.android.datamodel.e2e.v1.decrypted.DecryptedMetadata().apply {	STRING
CRITICAL	…java/com/owncloud/android/utils/EncryptionUtilsV2IT.kt	461	com.owncloud.android.datamodel.e2e.v1.decrypted.DecryptedFile().apply {	STRING
CRITICAL	…main/java/com/nextcloud/ui/fileInfo/ImageDetailInfo.kt	157	maxZoomLevel = NominatimClient.Companion.ZoomLevel.MAX.int.toDouble()	CODE
CRITICAL	…n/java/com/owncloud/android/utils/EncryptionUtils.java	615	byte[] decodedCert = org.apache.commons.codec.binary.Base64.decodeBase64(encodedCert);	CODE
CRITICAL	…n/java/com/owncloud/android/utils/EncryptionUtils.java	641	byte[] decodedCert = org.apache.commons.codec.binary.Base64.decodeBase64(encodedCert);	CODE
CRITICAL	…n/java/com/owncloud/android/utils/EncryptionUtils.java	1283	metadata = new DecryptedFolderMetadataFile(new com.owncloud.android.datamodel.e2e.v2.decrypted.DecryptedMeta	CODE
CRITICAL	…n/java/com/owncloud/android/utils/EncryptionUtils.java	1375	byte[] decodedCert = org.apache.commons.codec.binary.Base64.decodeBase64(encodedCert);	CODE
CRITICAL	…owncloud/android/operations/CreateFolderOperation.java	470	new com.owncloud.android.datamodel.e2e.v1.decrypted.DecryptedFile();	CODE

Structural Annotation Overuse19 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	41	### Step 0: Inventory (do not edit yet)	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	64	### Step 1: Register the screen in `NavigatorScreen`	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	78	### Step 2: Fragment layout	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	92	### Step 3: Write the fragment	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	113	### Step 4: Decouple collaborators from the old Activity	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	121	### Step 5: Rewire every entry point	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	139	### Step 6: DI, manifest, cleanup	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	148	### Step 7: Migrate the instrumented test	COMMENT
LOW	…skills/android-activity-to-navigator-fragment/SKILL.md	162	### Step 8: Verify	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	45	### Step 0: Inventory (do not edit yet)	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	63	### Step 1: Make the work addressable	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	70	### Step 2: Publish from the worker	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	83	### Step 3: ViewModel	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	102	### Step 4: Consumer	COMMENT
LOW	…e/skills/android-eventbus-to-workmanager-flow/SKILL.md	119	### Step 5: Delete and verify	COMMENT
LOW	.claude/skills/android-java-to-kotlin/SKILL.md	48	## Step 0: Establish Baseline	COMMENT
LOW	.claude/skills/android-java-to-kotlin/SKILL.md	61	## Step 1: Idiomatic Pass	COMMENT
LOW	.claude/skills/android-java-to-kotlin/SKILL.md	89	## Step 2: Write a Behaviour-Locking Test (Mandatory)	COMMENT
LOW	.claude/skills/android-java-to-kotlin/SKILL.md	103	## Step 3: Verify	COMMENT

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	user_manual/conf.py	1	# -- coding: utf-8 --	COMMENT
LOW	user_manual/conf.py	61	# There are two options for replacing \|today\|: either, you set today to some	COMMENT
LOW	user_manual/conf.py	81	# If true, sectionauthor and moduleauthor directives will be shown in the	COMMENT
LOW	user_manual/conf.py	101		COMMENT
LOW	user_manual/conf.py	121		COMMENT
LOW	user_manual/conf.py	141		COMMENT
LOW	user_manual/conf.py	161	# contain a <link> tag referring to it. The value of this option must be the	COMMENT
LOW	user_manual/conf.py	181	# Additional stuff for the LaTeX preamble.	COMMENT
LOW	user_manual/conf.py	261	# The scheme of the identifier. Typical schemes are ISBN or URL.	COMMENT
LOW	user_manual/conf.py	281		COMMENT
LOW	app/detekt.yml	1	# SPDX-FileCopyrightText: 2022-2024 Nextcloud GmbH and Nextcloud contributors	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	1	//*	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	21	//import com.owncloud.android.R;	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	41	//@LargeTest	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	61	// Intent result = new Intent(targetContext, AuthenticatorActivity.class);	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	81	// } catch (RemoteException e) {	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	101	// onView(withId(R.id.hostUrlInput))	COMMENT
LOW	…droidTest/disabledTests/AuthenticatorActivityTest.java	121	// assertTrue(ERROR_MESSAGE, mResultCode == Activity.RESULT_OK);	COMMENT
LOW	…java/com/owncloud/android/utils/EncryptionTestUtils.kt	121	DecryptedUser(userId, cert, null)	COMMENT
LOW	…roid/services/firebase/NCFirebaseMessagingService.java	61	Log_OC.d(TAG, "handleIntent - extras: " +	COMMENT
LOW	…n/java/com/owncloud/android/utils/EncryptionUtils.java	801	// throws NoSuchAlgorithmException,	COMMENT
LOW	scripts/updateScreenshots.sh	81	#-Pandroid.testInstrumentationRunnerArguments.annotation=com.owncloud.android.utils.ScreenshotTest	COMMENT
LOW	.github/FUNDING.yml	1	# SPDX-FileCopyrightText: 2016-2024 Nextcloud GmbH and Nextcloud contributors	COMMENT
LOW	.github/ISSUE_TEMPLATE/bug_report.yml	41	attributes:	COMMENT

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	app/src/main/res/values/strings.xml	139	<string name="assistant_output_generation_warning_text">Output shown here is generated by AI. Make sure to always do	CODE
HIGH	app/src/main/res/values-b+en+001/strings.xml	66	<string name="assistant_output_generation_warning_text">Output shown here is generated by AI. Make sure to always do	CODE

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	user_manual/conf.py	6	# This file is execfile()d with the current directory set to its containing dir.	COMMENT
MEDIUM	scripts/lib.sh	8	## This file is intended to be sourced by other scripts	COMMENT
MEDIUM	.github/workflows/lib.sh	8	## This file is intended to be sourced by other scripts	COMMENT

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…/nextcloud/extensions/RemoteFileExtensionsImageTest.kt	127	f.writeText("Lorem ipsum")	CODE
LOW	…cloud/android/ui/adapter/UnifiedSearchListAdapterIT.kt	71	title = "John Doe",	CODE
LOW	…owncloud/android/providers/FileContentProviderTests.kt	45	put(ProviderMeta.ProviderTableMeta.FILE_ACCOUNT_OWNER, "user@example.com")	CODE
LOW	…owncloud/android/providers/FileContentProviderTests.kt	67	put(ProviderMeta.ProviderTableMeta.FILE_ACCOUNT_OWNER, "user@example.com")	CODE
LOW	…owncloud/android/providers/FileContentProviderTests.kt	107	put(ProviderMeta.ProviderTableMeta.FILE_ACCOUNT_OWNER, "user@example.com")	CODE
LOW	…ant/repository/remote/MockAssistantRemoteRepository.kt	61	TaskOutput("Lorem ipsum".getRandomString(100)),	CODE

Excessive Try-Catch Wrapping1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/metadata/generate_metadata.py	77	print("Error: %s does not exist" % strings_file)	CODE

nextcloud/android

Open-Source Code Quality, Security and Technical Debt Review