0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.5K

Stars

C++

Language

845.2K

Lines of Code

1.7K

Files

437

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 2.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 429 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 2.7/100 · LOW

Which changes need focused human review? 437 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 3MEDIUM 2LOW 432

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 437 distinct pattern matches across 11 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 Block419 hits · 419 pts

Severity	File	Line	Snippet	Context
LOW	test/tests/PlayTests.cpp	21	#include <openrct2/actions/park/ParkSetEntranceFeeAction.h>	COMMENT
LOW	test/tests/FormattingTests.cpp	1	/*****************************************************************************	COMMENT
LOW	test/tests/Pathfinding.cpp	1	#include "TestData.h"	COMMENT
LOW	test/tests/tests_pch.h	1	#pragma once	COMMENT
LOW	test/tests/S6ImportExportTests.cpp	21	#include <openrct2/core/Crypt.h>	COMMENT
LOW	test/tests/tests_pch.cpp	1	// Empty file for MSVC's PCH	COMMENT
LOW	resources/version.h	1	#define OPENRCT2_FILE_VERSION 0, 0, 0, 0	COMMENT
LOW	resources/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	scripts/run-clang-format.py	141	if args.style:	COMMENT
LOW	src/openrct2/ReplayManager.cpp	21	#include "config/Config.h"	COMMENT
LOW	src/openrct2/Version.h	21	#elif defined(__aarch64__) \|\| defined(_M_ARM64)	COMMENT
LOW	src/openrct2/Version.h	41	#define OPENRCT2_ARCHITECTURE "wasm64"	COMMENT
LOW	src/openrct2/Version.h	61	#define OPENRCT2_PLATFORM "FreeBSD"	COMMENT
LOW	src/openrct2/Version.cpp	41	#if defined(OPENRCT2_BRANCH) && defined(OPENRCT2_COMMIT_SHA1_SHORT)	COMMENT
LOW	src/openrct2/Context.cpp	21	#include "GameStateSnapshots.h"	COMMENT
LOW	src/openrct2/Context.cpp	41	#include "core/String.hpp"	COMMENT
LOW	src/openrct2/Context.cpp	61	#include "object/ObjectManager.h"	COMMENT
LOW	src/openrct2/openrct2_pch.h	1	#pragma once	COMMENT
LOW	src/openrct2/openrct2_pch.h	21	#include "Context.h"	COMMENT
LOW	src/openrct2/openrct2_pch.cpp	1	// Empty file for MSVC's PCH	COMMENT
LOW	src/openrct2/Diagnostic.h	41	* The defines will be either 0 or 1 so compiler will complain about undefined	COMMENT
LOW	src/openrct2/Diagnostic.h	61	#define DEBUG_LEVEL_1 0	COMMENT
LOW	src/openrct2/Diagnostic.h	81	#define DIAGNOSTIC_LOG_MACRO(level, format, ...)	COMMENT
LOW	src/openrct2/GameState.cpp	21	#include "entity/PatrolArea.h"	COMMENT
LOW	src/openrct2/Game.cpp	21	#include "actions/general/GameSetSpeedAction.h"	COMMENT
LOW	src/openrct2/Game.cpp	41	#include "platform/Platform.h"	COMMENT
LOW	src/openrct2/rct1/S4Importer.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/rct1/S4Importer.cpp	21	#include "../core/Path.hpp"	COMMENT
LOW	src/openrct2/rct1/S4Importer.cpp	41	#include "../object/PeepAnimationsObject.h"	COMMENT
LOW	src/openrct2/rct1/S4Importer.cpp	61	#include "../world/TileElementsView.h"	COMMENT
LOW	src/openrct2/rct1/T4Importer.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/Painter.cpp	21	#include "../drawing/PickupPeep.h"	COMMENT
LOW	src/openrct2/paint/Paint.cpp	21	#include "../interface/Viewport.h"	COMMENT
LOW	src/openrct2/paint/Paint.Entity.cpp	21	#include "entity/Paint.CrashSplashParticle.h"	COMMENT
LOW	…c/openrct2/paint/track/thrill/SwingingInverterShip.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/thrill/MagicCarpet.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/thrill/SwingingShip.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/thrill/Enterprise.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/thrill/Twist.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/thrill/MotionSimulator.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/transport/Chairlift.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/gentle/FerrisWheel.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/gentle/MiniGolf.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/gentle/HauntedHouse.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/gentle/Circus.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/track/gentle/CrookedHouse.cpp	1	/*****************************************************************************	COMMENT
LOW	…c/openrct2/paint/track/coaster/FlyingRollerCoaster.cpp	1	/*****************************************************************************	COMMENT
LOW	…t2/paint/track/coaster/MultiDimensionRollerCoaster.cpp	1	/*****************************************************************************	COMMENT
LOW	…/openrct2/paint/track/coaster/LoopingRollerCoaster.cpp	1	/*****************************************************************************	COMMENT
LOW	src/openrct2/paint/tile_element/Paint.LargeScenery.cpp	21	#include "../../object/LargeSceneryEntry.h"	COMMENT
LOW	src/openrct2/paint/tile_element/Paint.Surface.cpp	21	#include "../../interface/Viewport.h"	COMMENT
LOW	src/openrct2/paint/tile_element/Paint.Path.cpp	21	#include "../../world/Map.h"	COMMENT
LOW	src/openrct2/paint/tile_element/Paint.TileElement.cpp	21	#include "../../world/tile_element/TileElement.h"	COMMENT
LOW	src/openrct2/interface/WindowBase.h	21	#include "Window.h"	COMMENT
LOW	src/openrct2/interface/Window.cpp	21	#include "../entity/EntityRegistry.h"	COMMENT
LOW	src/openrct2/interface/InteractiveConsole.cpp	21	#include "../actions/general/GameSetSpeedAction.h"	COMMENT
LOW	src/openrct2/interface/InteractiveConsole.cpp	41	#include "../interface/WindowBase.h"	COMMENT
LOW	src/openrct2/interface/InteractiveConsole.cpp	61	#include "../world/Map.h"	COMMENT
LOW	src/openrct2/interface/Screenshot.cpp	21	#include "../core/File.h"	COMMENT
LOW	src/openrct2/interface/Viewport.cpp	21	#include "../drawing/Drawing.Sprite.h"	COMMENT
359 more matches not shown…

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/openrct2/drawing/Drawing.Sprite.cpp	844	// For the moment, I've added this block here just for magnification with the old code continuing below.	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/openrct2/peep/PeepAnimations.cpp	198	// Get available costumes, excluding from random placement as requested	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/run-clang-format.py	317	except AttributeError:	CODE

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/openrct2/actions/terraform/LandSetHeightAction.cpp	110	// We need to check if there is _currently_ a level crossing on the tile.	COMMENT
LOW	…droid/app/src/main/java/org/libsdl/app/SDLSurface.java	230	// We need to check if we're in relative mouse mode and get the axis offset rather than the x/y values	COMMENT
LOW	src/openrct2-ui/windows/TextInput.cpp	430	// The window can be potentially closed within a callback, we need to check if its still alive.	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	distribution/scripting/openrct2.d.ts	5168	"paste" \| "path_additions" \| "path_railings" \| "path_surfaces" \| "paths" \| "patrol" \| "pause" \| "pickup" \| "plac	CODE
LOW	src/openrct2/scripting/IconNames.hpp	77	{ "placeholder", SPR_G2_PLACEHOLDER },	CODE
LOW	src/openrct2-ui/scripting/ScWidget.hpp	134	return JSFromStdString(ctx, "placeholder");	CODE

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/run-clang-format.py	124	except Exception as e:	CODE
MEDIUM	scripts/run-clang-format.py	118	def run_clang_format_diff_wrapper(args, file):	CODE

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	scripts/run-clang-format.py	45	CODE
LOW	scripts/run-clang-format.py	63	CODE
LOW	scripts/run-clang-format.py	211	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…droid/app/src/main/java/org/libsdl/app/SDLSurface.java	231	// if we are. We'll leverage our existing mouse motion listener	COMMENT

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/run-clang-format.py	13		CODE
LOW	scripts/run-clang-format.py	13		CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/run-clang-format.py	118	def run_clang_format_diff_wrapper(args, file):	CODE

OpenRCT2/OpenRCT2

Open-Source Code Quality, Security and Technical Debt Review