1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

19.3K

Stars

C++

Language

81.4K

Lines of Code

188

Files

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 6.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 93 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

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

PR Review Velocity Impact 6.2/100 · LOW

Which changes need focused human review? 95 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 0MEDIUM 5LOW 90

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 95 distinct pattern matches across 4 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 Block89 hits · 89 pts

Severity	File	Line	Snippet	Context
LOW	app/masterhook.c	1	// This file contains hooks for several functions that allow	COMMENT
LOW	app/masterhook.c	21	#include <dlfcn.h>	COMMENT
LOW	app/masterhook_internal.c	1	// This file contains the private implementation of the open() hook	COMMENT
LOW	app/SDL_compat.h	21	#ifndef SDL_HINT_VIDEO_X11_FORCE_EGL	COMMENT
LOW	app/SDL_compat.h	41	#ifndef SDL_HINT_WINDOWS_USE_D3D9EX	COMMENT
LOW	app/SDL_compat.h	61	#ifndef SDL_HINT_MOUSE_AUTO_CAPTURE	COMMENT
LOW	app/main.cpp	1	#include <QGuiApplication>	COMMENT
LOW	app/main.cpp	21		COMMENT
LOW	app/main.cpp	41		COMMENT
LOW	app/main.cpp	61	// Log to file or console dynamically for Windows builds	COMMENT
LOW	app/main.cpp	521	// Force libssl.so to be directly linked to our binary, so	COMMENT
LOW	app/main.cpp	621	// This avoids using the default keychain for SSL, which may cause	COMMENT
LOW	app/main.cpp	641	//	COMMENT
LOW	app/main.cpp	701	#endif	COMMENT
LOW	app/main.cpp	721	// the mouse motion exactly how it was given to us.	COMMENT
LOW	app/main.cpp	741	SDL_SetHint(SDL_HINT_WINDOWS_DISABLE_THREAD_NAMING, "0");	COMMENT
LOW	app/main.cpp	761	if (!qgetenv("XDG_CURRENT_DESKTOP").contains("KDE")) {	COMMENT
LOW	app/wm.cpp	1	#include <QtGlobal>	COMMENT
LOW	app/wm.cpp	21	#ifdef HAVE_EGL	COMMENT
LOW	app/settings/streamingpreferences.cpp	1	#include "streamingpreferences.h"	COMMENT
LOW	app/settings/streamingpreferences.cpp	21	#define SER_VSYNC "vsync"	COMMENT
LOW	app/settings/streamingpreferences.cpp	41	#define SER_GAMEPADMOUSE "gamepadmouse"	COMMENT
LOW	app/deploy/steamlink/moonlight.sh	1	#!/bin/sh	COMMENT
LOW	app/backend/nvhttp.cpp	1	#include "nvcomputer.h"	COMMENT
LOW	app/backend/nvcomputer.cpp	1	#include "nvcomputer.h"	COMMENT
LOW	app/backend/computermanager.cpp	1	#include "computermanager.h"	COMMENT
LOW	app/backend/identitymanager.cpp	1	#include "identitymanager.h"	COMMENT
LOW	app/backend/computermanager.h	1	#pragma once	COMMENT
LOW	app/streaming/streamutils.cpp	1	#include "streamutils.h"	COMMENT
LOW	app/streaming/streamutils.cpp	21	#ifdef Q_OS_LINUX	COMMENT
LOW	app/streaming/streamutils.cpp	41	struct riscv_hwprobe {	COMMENT
LOW	app/streaming/session.cpp	1	#include "session.h"	COMMENT
LOW	app/streaming/session.cpp	21	#else	COMMENT
LOW	app/streaming/session.cpp	801	//	COMMENT
LOW	app/streaming/session.cpp	861	// We'll try to fall back to HEVC first if AV1 fails. We'd rather not fall back	COMMENT
LOW	app/streaming/session.cpp	1521		COMMENT
LOW	app/streaming/session.cpp	1981	// SDL 2.0.18 has a proper wait event implementation that uses platform	COMMENT
LOW	app/streaming/session.cpp	2341	// interfere with SDLGamepadKeyNavigation.	COMMENT
LOW	app/streaming/video/ffmpeg.cpp	1	#include <Limelight.h>	COMMENT
LOW	app/streaming/video/ffmpeg.cpp	21	#ifdef Q_OS_DARWIN	COMMENT
LOW	app/streaming/video/ffmpeg.cpp	41	#ifdef HAVE_EGL	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/eglvid.h	61		COMMENT
LOW	app/streaming/video/ffmpeg-renderers/vaapi.h	1	#pragma once	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/vaapi.h	21	#endif	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/vaapi.h	41	#ifdef HAVE_LIBVA_X11	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/d3d11va.cpp	1	// For D3D11_DECODER_PROFILE values	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/d3d11va.cpp	561	// 3 front buffers (default GetMaximumFrameLatency() count)	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/d3d11va.cpp	1521	//	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/eglvid.cpp	1	// vim: noai:ts=4:sw=4:softtabstop=4:expandtab	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/eglvid.cpp	401	{	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/eglvid.cpp	581	// situation, swap interval > 0 behaves as a frame pacing option	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/vt_base.mm	1	// Nasty hack to avoid conflict between AVFoundation and	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/vaapi.cpp	1	#include <QString>	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/plvk.h	121	// The staging overlay state is copied here under the overlay lock in the render thread.	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	1	#pragma once	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	61		COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	81	#define EGL_DMA_BUF_PLANE0_OFFSET_EXT 0x3273	COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	101		COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	181		COMMENT
LOW	app/streaming/video/ffmpeg-renderers/renderer.h	201	}	COMMENT
29 more matches not shown…

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/main.cpp	732	// on Wayland). We don't want this behavior because it interferes with seamless mouse	COMMENT
MEDIUM	app/streaming/video/ffmpeg-renderers/vaapi.cpp	286	// more robust than earlier versions and it includes DRI3 support for	COMMENT

Self-Referential Comments2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/git-archive-all.sh	191	TMPFILE=`mktemp "$TMPDIR/$PROGRAM.XXXXXX"` # Create a place to store our work's progress	CODE
MEDIUM	scripts/git-archive-all.sh	219	# Create the superproject's git-archive	COMMENT

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	setup-deps.py	19	print(f"Error: Unsupported platform ({system})")	CODE
LOW	setup-deps.py	39	except Exception as e:	CODE

moonlight-stream/moonlight-qt

Open-Source Code Quality, Security and Technical Debt Review