1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

11.5K

Stars

Kotlin

Language

221.3K

Lines of Code

1.5K

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 1.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 42 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.3/100 · LOW

Are imports declared and package/API names verified? 15 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

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

PR Review Velocity Impact 4.7/100 · LOW

Which changes need focused human review? 59 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 15HIGH 1MEDIUM 6LOW 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 59 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 Indicators15 hits · 150 pts

Severity	File	Line	Snippet	Context
CRITICAL	…com/unciv/ui/screens/devconsole/ConsoleUnitCommands.kt	44	val options = console.gameInfo.ruleset.unitPromotions.keys.asSequence()	CODE
CRITICAL	…com/unciv/ui/screens/devconsole/ConsoleTileCommands.kt	176	console.gameInfo.ruleset.terrains.values.asSequence()	CODE
CRITICAL	core/src/com/unciv/logic/battle/CityCombatant.kt	58	val techsPercentKnown: Float = if (techCount > 0) city.civ.tech.techsResearched.size.toFloat() / techCount else	CODE
CRITICAL	core/src/com/unciv/logic/city/managers/CityFounder.kt	198	foundingCiv.gameInfo.ruleset.nations.values.asSequence().filter { nation ->	CODE
CRITICAL	…com/unciv/logic/civilization/managers/PolicyManager.kt	94	get() = civInfo.gameInfo.ruleset.policyBranches.values.toSet()	CODE
CRITICAL	…com/unciv/logic/civilization/managers/PolicyManager.kt	172	val worldSizeModifier = civInfo.gameInfo.tileMap.mapParameters.mapSize.getPredefinedOrNextSmaller().policyCostPe	CODE
CRITICAL	…nciv/logic/civilization/managers/GreatPersonManager.kt	111	fun getGreatPeople() = civInfo.gameInfo.ruleset.units.values.asSequence()	CODE
CRITICAL	…c/com/unciv/logic/civilization/managers/TurnManager.kt	213	val unitToSpawn = civInfo.gameInfo.ruleset.units.values.asSequence().filter {	CODE
CRITICAL	…c/com/unciv/logic/civilization/managers/TechManager.kt	114	val mapSizePredef = civInfo.gameInfo.tileMap.mapParameters.mapSize.getPredefinedOrNextSmaller()	CODE
CRITICAL	core/src/com/unciv/logic/map/mapunit/UnitPromotions.kt	188	return unit.civ.gameInfo.ruleset.unitPromotions.values.asSequence().filter { isAvailable(it) }	CODE
CRITICAL	core/src/com/unciv/logic/automation/Automation.kt	192	val chosenUnit = chooseMilitaryUnit(city, city.civ.gameInfo.ruleset.units.values.asSequence())	CODE
CRITICAL	…/unciv/logic/automation/unit/SpecificUnitAutomation.kt	118	&& !unit.civ.gameInfo.ruleset.modOptions.hasUnique(UniqueType.CityStatesSearchForFirstCitySite)	CODE
CRITICAL	…/unciv/logic/automation/unit/SpecificUnitAutomation.kt	239	val averageTerrainStatsValue = unit.civ.gameInfo.ruleset.terrains.values.asSequence()	CODE
CRITICAL	core/src/com/unciv/models/Spy.kt	367	val techSize = civInfo.gameInfo.ruleset.technologies.values.size.toFloat()	CODE
CRITICAL	…com/unciv/models/ruleset/unique/UniqueParameterType.kt	200	com.unciv.models.stats.Stats.isStats(parameterText)	CODE

Over-Commented Block19 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	…src/com/unciv/ui/screens/worldscreen/unit/UnitTable.kt	221	if (curUnit != null && curUnit.isPreparingAirSweep()) return	COMMENT
LOW	…src/com/unciv/ui/components/tilegroups/TileGroupMap.kt	221	return super.hit(x, y, touchable)	COMMENT
LOW	core/src/com/unciv/ui/popups/options/AutomationTab.kt	61	// }	COMMENT
LOW	core/src/com/unciv/logic/city/City.kt	621	"in City-State cities" -> civ.isCityState	COMMENT
LOW	core/src/com/unciv/logic/trade/TradeEvaluation.kt	541	val totalAdvantage = (absoluteAdvantage * percentageAdvantage).toInt()	COMMENT
LOW	…c/com/unciv/logic/map/mapunit/movement/MovementCost.kt	161	return 0f // should not reach this point	COMMENT
LOW	…nciv/logic/map/mapgenerator/MapGenerationRandomness.kt	81	// OPTIMIZATION NOTE: Since `seed` and `scale` are constant for all tiles during a single	COMMENT
LOW	core/src/com/unciv/logic/multiplayer/storage/DropBox.kt	141	// fun fileExists(fileName: String): Boolean = try {	COMMENT
LOW	core/src/com/unciv/models/ModConstants.kt	21	var maxXPfromBarbarians = 30	COMMENT
LOW	…/ui/components/tilegroups/EditorMapHolderMemoryTest.kt	81		COMMENT
LOW	…iv/logic/civilization/CapitalConnectionsFinderTests.kt	81	}	COMMENT
LOW	…iv/logic/civilization/CapitalConnectionsFinderTests.kt	121	createMedium(0,2, RoadStatus.Road)	COMMENT
LOW	…iv/logic/civilization/CapitalConnectionsFinderTests.kt	141	// val notConnectedCity2 = testGame.addCity(ourCiv, testGame.tileMap[2, 0])	COMMENT
LOW	tests/src/com/unciv/uniques/DeprecatedUniquesTest.kt	141	)	COMMENT
LOW	tests/src/com/unciv/dev/OjhBenchmark.kt	261	seconds: Double, lateTurns: Int) {	COMMENT
LOW	…droid/assets/jsons/Civ V - Gods & Kings/Buildings.json	721	// {	COMMENT
LOW	…oid/assets/jsons/translations/Persian instructions.txt	1	-> General Notes for Pinglish:	COMMENT
LOW	.github/workflows/detekt_config/detekt-warnings.yml	21	# - 'KtFileCountProcessor'	COMMENT
LOW	.github/workflows/detekt_config/detekt-errors.yml	21	# - 'KtFileCountProcessor'	COMMENT

Verbosity Indicators8 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	662	// Step 1: Release the destination tile	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	666	// Step 2: Perform the movement	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	668	// Step 3: Release the newly taken tile	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	672	// Step 4: Restore the initial position after step 1	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	678	// Step 5: Perform the another movement	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	680	// Step 6: Restore the position in the new tile after step 3	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	686	// Step 6: Update states	COMMENT
LOW	android/src/com/unciv/app/AndroidGame.kt	32	* changes, but also on other things. So we need to check if that was actually	COMMENT

Structural Annotation Overuse7 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	662	// Step 1: Release the destination tile	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	666	// Step 2: Perform the movement	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	668	// Step 3: Release the newly taken tile	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	672	// Step 4: Restore the initial position after step 1	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	678	// Step 5: Perform the another movement	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	680	// Step 6: Restore the position in the new tile after step 3	COMMENT
LOW⚡	…c/com/unciv/logic/map/mapunit/movement/UnitMovement.kt	686	// Step 6: Update states	COMMENT

AI Slop Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…nciv/logic/map/mapgenerator/MapGenerationRandomness.kt	108	// Map the 2D coordinates onto a 3D cylinder to achieve seamless X-axis world wrapping.	COMMENT
MEDIUM	…/unciv/logic/automation/unit/SpecificUnitAutomation.kt	63	// a more robust scoring may be necessary to avoid leaving generals en-prise,	COMMENT
MEDIUM	…ts/src/com/unciv/logic/civilization/CityMovingTests.kt	26	// Required for enemy to utilize roads	COMMENT
MEDIUM	…iv/logic/civilization/CapitalConnectionsFinderTests.kt	36	//Add techs to utilize roads	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…iv/logic/automation/civilization/ReligionAutomation.kt	232	// All of these Random.nextFloat() don't exist in the original, but I've added them to make things a bit more ra	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…com/unciv/ui/components/tilegroups/layers/TileLayer.kt	34	// ── scene-graph helpers ──────────────────────────────────────────────────	COMMENT
MEDIUM	…com/unciv/ui/components/tilegroups/layers/TileLayer.kt	60	// ── positioning helpers ──────────────────────────────────────────────────	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…unciv/ui/screens/civilopediascreen/ICivilopediaText.kt	14	* ### Usage:	COMMENT
LOW	tests/src/com/unciv/logic/TranslationTests.kt	831	* ### Usage:	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	core/src/com/unciv/logic/GameInfo.kt	61	* And don't forget to add backwards compatibility for the previous format.	COMMENT

yairm210/Unciv

Open-Source Code Quality, Security and Technical Debt Review