0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.7K

Stars

Kotlin

Language

339.0K

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 0.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 17 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.3/100 · LOW

Are imports declared and package/API names verified? 39 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 4.0/100 · LOW

Which changes need focused human review? 56 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 23HIGH 2MEDIUM 0LOW 31

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 56 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.

Hallucination Indicators23 hits · 270 pts

Severity	File	Line	Snippet	Context
CRITICAL	…main/java/org/tasks/preferences/PermissionChecker.java	45	return org.tasks.extensions.Context.INSTANCE.canScheduleExactAlarms(context);	CODE
CRITICAL	…/activity/AbstractFragmentPluginAppCompatActivity.java	21	return com.twofortyfouram.locale.api.Intent.ACTION_EDIT_CONDITION.equals(action)	CODE
CRITICAL	…/activity/AbstractFragmentPluginAppCompatActivity.java	22	\|\| com.twofortyfouram.locale.api.Intent.ACTION_EDIT_SETTING.equals(action);	CODE
CRITICAL	…/main/java/org/tasks/locale/receiver/FireReceiver.java	22	if (!com.twofortyfouram.locale.api.Intent.ACTION_FIRE_SETTING.equals(intent.getAction())) {	CODE
CRITICAL	…tlin/org/tasks/compose/settings/McpToolSettingsTest.kt	105	private fun androidx.compose.ui.test.ComposeUiTest.awaitText(text: String) =	CODE
CRITICAL	…pTest/kotlin/org/tasks/compose/edit/SubtaskDragTest.kt	62	private fun androidx.compose.ui.test.ComposeUiTest.drag(key: String, by: Offset) {	CODE
CRITICAL	…/src/desktopMain/kotlin/org/tasks/mcp/McpHttpServer.kt	79	private fun io.ktor.server.application.Application.installAuth() {	CODE
CRITICAL	…st/kotlin/org/tasks/viewmodel/TaskEditViewModelTest.kt	240	viewModel.state.value.task.dueDate.startOfDay(),	CODE
CRITICAL	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	24	fun org.tasks.data.entity.Task.applyRemote(	CODE
CRITICAL	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	47	private fun org.tasks.data.entity.Task.applyCompletedAt(remote: VTodo, local: VTodo?) {	CODE
CRITICAL	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	65	private fun org.tasks.data.entity.Task.applyCreatedAt(remote: VTodo, local: VTodo?) {	CODE
CRITICAL	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	76	private fun org.tasks.data.entity.Task.applyModified(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	93	private fun org.tasks.data.entity.Task.applyTitle(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	99	private fun org.tasks.data.entity.Task.applyDescription(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	105	private fun org.tasks.data.entity.Task.applyPriority(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	111	private fun org.tasks.data.entity.Task.applyRecurrence(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	123	private fun org.tasks.data.entity.Task.applyDue(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	129	private fun org.tasks.data.entity.Task.applyStart(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	135	private fun org.tasks.data.entity.Task.applyCollapsed(remote: VTodo, local: VTodo?) {	CODE
CRITICAL⚡	…c/commonMain/kotlin/org/tasks/caldav/iCalendarMerge.kt	141	private fun org.tasks.data.entity.Task.applyOrder(remote: VTodo, local: VTodo?) {	CODE
CRITICAL	…rc/jvmCommonMain/kotlin/org/tasks/repeats/Recur.jvm.kt	34	fun net.fortuna.ical4j.model.Recur.toRecur(): Recur = Recur(	CODE
CRITICAL	…rc/jvmCommonMain/kotlin/org/tasks/repeats/Recur.jvm.kt	52	net.fortuna.ical4j.model.Recur.Builder()	CODE
CRITICAL	…rc/jvmCommonMain/kotlin/org/tasks/repeats/Recur.jvm.kt	53	.frequency(net.fortuna.ical4j.model.Recur.Frequency.valueOf(frequency.name))	CODE

Over-Commented Block16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…in/java/net/dinglisch/android/tasker/TaskerPlugin.java	1	// package com.yourcompany.yourcondition;	COMMENT
LOW	…in/java/net/dinglisch/android/tasker/TaskerPlugin.java	21		COMMENT
LOW	pebble/screenshots.sh	1	#!/bin/bash	COMMENT
LOW	pebble/src/c/protocol.h	1	#pragma once	COMMENT
LOW	pebble/src/c/protocol.h	21	#define ITEM_TYPE 2	COMMENT
LOW	pebble/src/c/protocol.h	41		COMMENT
LOW	pebble/src/c/protocol.h	61	#define MSG_GET_TASK 5	COMMENT
LOW	pebble/src/c/protocol.h	81	#define UI_TYPE_TASK 1	COMMENT
LOW	pebble/src/c/protocol.h	101	#define PERSIST_SORT_GROUP 10	COMMENT
LOW	pebble/src/c/protocol.h	121	// picker is open, so it gets smaller ones and will trim sooner.	COMMENT
LOW	pebble/src/c/task_list_window.c	41	static uint32_t s_filter_text_color = 0;	COMMENT
LOW	pebble/src/c/task_list_window.c	61	// menu_layer_reload_data() and menu_layer_set_selected_index() both re-enter	COMMENT
LOW	pebble/src/c/menu_window.c	41	// Absolute list position shown at row 0 — see the same field in	COMMENT
LOW	composeApp/src/commonMain/kotlin/org/tasks/App.kt	1401	// Android the whole composition can be gone at the moment a teardown save fails, and	COMMENT
LOW	…onMain/kotlin/org/tasks/viewmodel/TaskEditViewModel.kt	321	.toState(appPreferences.datePickerPreferences())	COMMENT
LOW	…onMain/kotlin/org/tasks/viewmodel/TaskEditViewModel.kt	761	// separate coroutine hop, so it can be arbitrarily behind - and after a failure it may	COMMENT

Fake / Example Data14 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	…oidTest/java/com/todoroo/astrid/gcal/GCalHelperTest.kt	91	put(Calendars.ACCOUNT_NAME, "test@test.com")	CODE
LOW⚡	…oidTest/java/com/todoroo/astrid/gcal/GCalHelperTest.kt	97	put(Calendars.OWNER_ACCOUNT, "test@test.com")	CODE
LOW⚡	…oidTest/java/com/todoroo/astrid/gcal/GCalHelperTest.kt	103	.appendQueryParameter(Calendars.ACCOUNT_NAME, "test@test.com")	CODE
LOW	app/src/test/java/org/tasks/data/PrincipalTest.kt	26	assertEquals("user@example.com", principal.name)	CODE
LOW	app/src/main/res/layout/widget_row.xml	78	tools:text="Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean tristique magna mauris, vel vulputate el	CODE
LOW	app/src/main/res/layout/widget_row.xml	78	tools:text="Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean tristique magna mauris, vel vulputate el	CODE
LOW	…src/main/java/org/tasks/compose/edit/DescriptionRow.kt	69	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et d	CODE
LOW	…src/main/java/org/tasks/compose/edit/DescriptionRow.kt	69	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et d	CODE
LOW	app/src/main/java/org/tasks/compose/edit/TitleRow.kt	100	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et d	CODE
LOW	app/src/main/java/org/tasks/compose/edit/TitleRow.kt	100	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et d	CODE
LOW	…droidUnitTest/kotlin/org/tasks/api/SharedWritesTest.kt	117	Places.ADDRESS to "123 Main St",	CODE
LOW	…droidUnitTest/kotlin/org/tasks/api/SharedWritesTest.kt	125	assertEquals("address was not sent", "123 Main St", row.address)	CODE
LOW	…tasks/googleapis/DesktopGoogleTasksSynchronizerTest.kt	69	uuid = "someone@example.org",	CODE
LOW	…in/org/tasks/sync/microsoft/MicrosoftDeltaTokenTest.kt	68	username = "user@example.com",	CODE

Magic Placeholder Names2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	27	2. Add `tasks_mapbox_key_debug="<your_api_key>"` to your [`gradle.properties`](https://docs.gradle.org/current/userguide	CODE
HIGH	CONTRIBUTING.md	38	4. Add `tasks_google_key_debug="<your_api_key>"` to your [`gradle.properties`](https://docs.gradle.org/current/userguide	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pebble/screenshots.sh	5	# Usage:	COMMENT

tasks/tasks

Open-Source Code Quality, Security and Technical Debt Review