0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

17.7K

Stars

Language

658.2K

Lines of Code

2.5K

Files

129

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 101 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 14 finding(s).

PR Review Velocity Impact 2.5/100 · LOW

Which changes need focused human review? 129 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 20HIGH 1MEDIUM 10LOW 98

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 129 distinct pattern matches across 10 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 Indicators20 hits · 200 pts

Severity	File	Line	Snippet	Context
CRITICAL	OpenRA.Mods.Cnc/Traits/World/JumpjetActorLayer.cs	43	terrainIndex = self.World.Map.Rules.TerrainInfo.GetTerrainIndex(info.TerrainType);	CODE
CRITICAL	OpenRA.Mods.Cnc/Traits/SupportPowers/DropPodsPower.cs	98	if (!self.World.Map.Rules.Actors.TryGetValue(unitType, out var actorInfo))	CODE
CRITICAL	…A.Mods.Common/Scripting/Properties/PlayerProperties.cs	93	if (!Context.World.Map.Rules.Actors.TryGetValue(type, out var ai))	CODE
CRITICAL	…A.Mods.Common/Scripting/Properties/PlayerProperties.cs	108	if (!Context.World.Map.Rules.Actors.ContainsKey(type))	CODE
CRITICAL	…ds.Common/Scripting/Properties/ProductionProperties.cs	41	if (!Self.World.Map.Rules.Actors.TryGetValue(actorType, out var actorInfo))	CODE
CRITICAL	OpenRA.Mods.Common/Scripting/Global/ActorGlobal.cs	125	if (!Context.World.Map.Rules.Actors.TryGetValue(type, out var ai))	CODE
CRITICAL	OpenRA.Mods.Common/Scripting/Global/ActorGlobal.cs	146	var pqueue = Context.World.Map.Rules.Actors.Values.SelectMany(a => a.TraitInfos<ProductionQueueInfo>()	CODE
CRITICAL	OpenRA.Mods.Common/Scripting/Global/ActorGlobal.cs	156	var pqueue = Context.World.Map.Rules.Actors.Values.SelectMany(a => a.TraitInfos<ProductionQueueInfo>()	CODE
CRITICAL	OpenRA.Mods.Common/Scripting/Global/ActorGlobal.cs	172	if (!Context.World.Map.Rules.Actors.TryGetValue(type, out var ai))	CODE
CRITICAL	OpenRA.Mods.Common/Scripting/Global/ActorGlobal.cs	182	if (!Context.World.Map.Rules.Actors.TryGetValue(type, out var ai))	CODE
CRITICAL	…A.Mods.Common/Scripting/Global/ReinforcementsGlobal.cs	35	if (!Context.World.Map.Rules.Actors.TryGetValue(actorType, out var ai))	CODE
CRITICAL	OpenRA.Mods.Common/ServerTraits/LobbyCommands.cs	540	.Concat(server.Map.Players.Players.Values.Select(p => p.Color)).ToList();	CODE
CRITICAL	OpenRA.Mods.Common/ServerTraits/LobbyCommands.cs	1440	.Concat(server.Map.Players.Players.Values.Select(p => p.Color)).ToList();	CODE
CRITICAL	…enRA.Mods.Common/Traits/Buildings/GroundLevelBridge.cs	79	var terrainIndex = self.World.Map.Rules.TerrainInfo.GetTerrainIndex(Info.TerrainType);	CODE
CRITICAL	OpenRA.Mods.Common/Traits/Render/RenderSprites.cs	293	.Select(a => int2.FromVector(a.Animation.Animation.Image.Size.AsVector2() * a.Animation.Animation.CurrentSequence.S	CODE
CRITICAL	…nRA.Mods.Common/Traits/World/SubterraneanActorLayer.cs	42	terrainIndex = self.World.Map.Rules.TerrainInfo.GetTerrainIndex(info.TerrainType);	CODE
CRITICAL	…RA.Mods.Common/Traits/BotModules/HarvesterBotModule.cs	387	var minCellCost = harv.Mobile.Locomotor.Info.TerrainSpeeds.Values.Min(ti => ti.Cost);	CODE
CRITICAL	….Mods.Common/Traits/SupportPowers/ParatroopersPower.cs	96	if (!self.World.Map.Rules.Actors.TryGetValue(utLower, out var unitType))	CODE
CRITICAL	…Commands/Documentation/ExtractZeroBraneStudioLuaAPI.cs	132	Console.WriteLine($" version = \"{utility.ModData.Manifest.Metadata.Version.Split('-').LastOrDefault()}\",");	CODE
CRITICAL	OpenRA.Mods.Common/Widgets/ProductionTabsWidget.cs	116	Groups = world.Map.Rules.Actors.Values.SelectMany(a => a.TraitInfos<ProductionQueueInfo>())	CODE

Over-Commented Block88 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	packaging/functions.sh	1	#!/bin/sh	COMMENT
LOW	packaging/functions.sh	41	-p:CopyCncDll="${COPY_CNC_DLL}" -p:CopyD2kDll="${COPY_D2K_DLL}" \	COMMENT
LOW	packaging/functions.sh	121		COMMENT
LOW	packaging/functions.sh	141	# Linux AppImage packaging	COMMENT
LOW	packaging/functions.sh	181	# Copy launch wrappers, application icons, desktop, and MIME files to the target directory	COMMENT
LOW	packaging/macos/apphost.c	1	/*	COMMENT
LOW	packaging/macos/buildpackage.sh	1	#!/bin/bash	COMMENT
LOW	OpenRA.Mods.Common/WorldExtensions.cs	201		COMMENT
LOW	OpenRA.Mods.Common/TraitsInterfaces.cs	221	/// <summary>When null, the client should act as if it can dock but never do.</summary>	COMMENT
LOW	OpenRA.Mods.Common/TraitsInterfaces.cs	861	/// Actors on the map are ignored, as if they were not present.	COMMENT
LOW	OpenRA.Mods.Common/TraitsInterfaces.cs	881	/// blocking by the blocking rules.	COMMENT
LOW	OpenRA.Mods.Common/TraitsInterfaces.cs	961	/// Calculates a path for the actor from multiple possible sources, whilst searching for an acceptable target.	COMMENT
LOW	OpenRA.Mods.Common/TraitsInterfaces.cs	981	/// Determines if a path exists between source and target.	COMMENT
LOW	OpenRA.Mods.Common/Traits/World/PathFinder.cs	81	/// Returned path is reversed and given target to source.	COMMENT
LOW	OpenRA.Mods.Common/Traits/World/PathFinder.cs	101	bool laneBias = true)	COMMENT
LOW	OpenRA.Mods.Common/Traits/World/PathFinder.cs	241	bool laneBias = true)	COMMENT
LOW	OpenRA.Mods.Common/Traits/World/PathFinder.cs	261	/// </remarks>	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	21	/// <summary>	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	41	/// prioritize exploring nodes that lie closer to the target, rather than exploring nodes that take us away from	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	61	/// grid. Every region will be represented by one node in the abstract graph (an abstract node, for short).</para>	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	81	/// <see cref="Locomotor.CanMoveFreelyInto(Actor, CPos, SubCell, BlockedByActor, Actor, bool)"/>. It will be aware	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	121	/// A lookup will fail, rather than return an empty list.	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	641	/// <para>	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/HierarchicalPathFinder.cs	1221	/// of the original node to provide a better cost estimate.	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/Grid.cs	21	/// <remarks>	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/PathSearch.cs	121	return search;	COMMENT
LOW	OpenRA.Mods.Common/Pathfinder/PathSearch.cs	161	}	COMMENT
LOW	OpenRA.Mods.Common/EditorBrushes/EditorBlit.cs	141	// - Its a sparse blit; and	COMMENT
LOW	OpenRA.Mods.Common/UpdateRules/UpdatePath.cs	21	//	COMMENT
LOW	OpenRA.Mods.Common/Activities/Enter.cs	41	moveCooldownHelper = new MoveCooldownHelper(self.World, move as Mobile) { RetryIfDestinationBlocked = true };	COMMENT
LOW	…enRA.Mods.Common/Activities/Move/MoveCooldownHelper.cs	1	using OpenRA.Activities;	COMMENT
LOW	…enRA.Mods.Common/Activities/Move/MoveCooldownHelper.cs	41	/// <summary>	COMMENT
LOW	…/UtilityCommands/Documentation/DocumentationHelpers.cs	141	typesPerFile[filePath] = list = [];	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	41	public enum GraphMode	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	301	GraphMode mode = GraphMode.Identifier)	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	321	/// filler should capture and manipulate any necessary input and output	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	421	return output;	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	741		COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1041	/// counter-clockwise (as defined in MapGenerator.Direction).	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1121	/// Trace the borders between true and false regions of an input matrix, returning an array	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1261	/// <para>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1361	return changesAcc;	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1621	links[point] = 0;	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/MatrixUtils.cs	1681	while (i != startAt);	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Direction.cs	261	return best;	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Direction.cs	281	/// Supplying a zero-offset will throw. Assumes that CVec(1, 0)	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	661	outside: false,	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	741	random,	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	901	/// <param name="random">Random source for locations and actor type selection.</param>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	1141	/// <summary>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	1221	}	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	1241	Matrix<PathPartitionZone> zoneMask,	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/Terraformer.cs	2241	/// <summary>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/NoiseUtils.cs	41	/// <summary>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/LatTiler.cs	61		COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/TilingPath.cs	161	}	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/TilingPath.cs	181	/// </summary>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/TilingPath.cs	201	/// <summary>	COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/TilingPath.cs	321		COMMENT
LOW	OpenRA.Mods.Common/MapGenerator/TilingPath.cs	341	// There is a matrix for each possible connection type, and each matrix stores the	COMMENT
28 more matches not shown…

Decorative Section Separators8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	mods/ts/chrome.yaml	49	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	51	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	251	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	253	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	454	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	456	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	521	# ----------------------------------------------------------------------	COMMENT
MEDIUM	mods/ts/chrome.yaml	523	# ----------------------------------------------------------------------	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	OpenRA.Mods.D2k/UtilityCommands/D2kMapImporter.cs	511	// Just get a template that contains a tile with the same ID as requested	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	packaging/format-docs.py	3	# This file is part of OpenRA, which is free software. It is made	COMMENT
MEDIUM	packaging/windows/fixlauncher.py	2	# This file is part of OpenRA, which is free software. It is made	COMMENT

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…s/cnc/maps/the-tiberium-strain/the-tiberium-strain.lua	228	local function ReinforceVillageFlameTank()	CODE
LOW	…s/cnc/maps/the-tiberium-strain/the-tiberium-strain.lua	283	local function ReinforceVillageHelicopter()	CODE
LOW	mods/ra/maps/proving-grounds/proving-grounds.lua	495	local function ReinforceCrateParatroopers()	CODE
LOW	mods/ra/maps/allies-07/allies07.lua	66	local function CompleteObjectiveWithSpeech(objective, speech, markDelay, speechDelay)	CODE
LOW	mods/ra/maps/allies-07/allies07.lua	87	local function InitialAlliedReinforcements()	CODE
LOW	mods/ra/maps/allies-07/allies07.lua	317	local function ClearSubActivityCompleted()	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	launch-dedicated.sh	4	# Usage:	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	launch-dedicated.sh	7	# Read the file to see which settings you can override	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	OpenRA.Game/Server/OrderBuffer.cs	99	// We need to check if we have a connection slower than our baseline and then use that as our offset.	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packaging/format-docs.py	29		CODE

OpenRA/OpenRA

Open-Source Code Quality, Security and Technical Debt Review