AI Slop Code Risk Monitor

Genymobile/scrcpy

Name: Genymobile/scrcpy — C Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

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2.0 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for Genymobile/scrcpy, a C project with 153,620 GitHub stars. SynthScan examined 54,298 lines of code across 348 source files, recording 68 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 2.0 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

153.6K

Stars

Language

54.3K

Lines of Code

348

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 5.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 64 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.6/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 9.3/100 · LOW

Which changes need focused human review? 68 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 4HIGH 0MEDIUM 1LOW 63

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 68 distinct pattern matches across 3 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 Block63 hits · 63 pts

Severity	File	Line	Snippet	Context
LOW	app/src/audio_regulator.h	1	#ifndef SC_AUDIO_REGULATOR_H	COMMENT
LOW	app/src/egl.h	1	#ifndef SC_EGL_H	COMMENT
LOW	app/src/recorder.c	1	#include "recorder.h"	COMMENT
LOW	app/src/demuxer.c	1	#include "demuxer.h"	COMMENT
LOW	app/src/demuxer.c	61	}	COMMENT
LOW	app/src/demuxer.c	81	// ^<------------------------------->^	COMMENT
LOW	app/src/demuxer.c	101	// The most significant bits of the PTS are used for packet flags:	COMMENT
LOW	app/src/cli.c	1	#include "cli.h"	COMMENT
LOW	app/src/compat.c	1	#include "compat.h"	COMMENT
LOW	app/src/scrcpy.c	1	#include "scrcpy.h"	COMMENT
LOW	app/src/scrcpy.c	21	#include "events.h"	COMMENT
LOW	app/src/scrcpy.c	41	#include "util/log.h"	COMMENT
LOW	app/src/input_manager.h	1	#ifndef SC_INPUTMANAGER_H	COMMENT
LOW	app/src/screen.c	1	#include "screen.h"	COMMENT
LOW	app/src/video_regulator.h	1	#ifndef SC_VIDEO_REGULATOR_H	COMMENT
LOW	app/src/audio_player.h	1	#ifndef SC_AUDIO_PLAYER_H	COMMENT
LOW	app/src/server.c	1	#include "server.h"	COMMENT
LOW	app/src/server.c	461	cmd[count++] = NULL;	COMMENT
LOW	app/src/recorder.h	1	#ifndef SC_RECORDER_H	COMMENT
LOW	app/src/shortcut_mod.h	1	#ifndef SC_SHORTCUT_MOD_H	COMMENT
LOW	app/src/common.h	1	#ifndef SC_COMMON_H	COMMENT
LOW	app/src/main.c	1	#include "common.h"	COMMENT
LOW	app/src/control_msg.h	1	#ifndef SC_CONTROLMSG_H	COMMENT
LOW	app/src/compat.h	1	#ifndef SC_COMPAT_H	COMMENT
LOW	app/src/compat.h	21	// Deprecate AVFormatContext.{nb_,}side_data, av_stream_add_side_data(),	COMMENT
LOW	app/src/vaapi_shim.c	1	// Load libva and libdrm at runtime (static builds only)	COMMENT
LOW	app/src/version.c	1	#include "version.h"	COMMENT
LOW	app/src/hwdec.c	1	#include "hwdec.h"	COMMENT
LOW	app/src/texture.h	1	#ifndef SC_TEXTURE_H	COMMENT
LOW	app/src/screen.h	1	#ifndef SC_SCREEN_H	COMMENT
LOW	app/src/input_manager.c	1	#include "input_manager.h"	COMMENT
LOW	app/src/input_manager.c	961		COMMENT
LOW	app/src/icon.c	1	#include "icon.h"	COMMENT
LOW	app/src/server.h	1	#ifndef SC_SERVER_H	COMMENT
LOW	app/src/options.c	141	// transformation requires an additional 180 degrees rotation to	COMMENT
LOW	app/src/keyboard_sdk.c	1	#include "keyboard_sdk.h"	COMMENT
LOW	app/src/uhid/gamepad_uhid.c	1	#include "gamepad_uhid.h"	COMMENT
LOW	app/src/util/env.h	1	#ifndef SC_ENV_H	COMMENT
LOW	app/src/util/term.c	1	#include "term.h"	COMMENT
LOW	app/src/util/net.h	1	#ifndef SC_NET_H	COMMENT
LOW	app/src/util/net.h	21	// On Windows and macOS, shutdown() does not interrupt accept() or read()	COMMENT
LOW	app/src/util/tick.h	1	#ifndef SC_TICK_H	COMMENT
LOW	app/src/util/command.c	21	goto end; \	COMMENT
LOW	app/src/util/str.c	1	#include "str.h"	COMMENT
LOW	app/src/util/vecdeque.h	141	size_t oldcap = *pcap;	COMMENT
LOW	app/src/util/log.h	1	#ifndef SC_LOG_H	COMMENT
LOW	app/src/util/net.c	1	#include "net.h"	COMMENT
LOW	app/src/util/process.h	1	#ifndef SC_PROCESS_H	COMMENT
LOW	app/src/interop/interop.h	1	#ifndef SC_INTEROP_H	COMMENT
LOW	app/src/interop/interop_vaapi.c	1	#include "interop_vaapi.h"	COMMENT
LOW	app/src/interop/interop.c	1	#include "interop.h"	COMMENT
LOW	app/src/usb/aoa_hid.c	1	#include "aoa_hid.h"	COMMENT
LOW	app/src/usb/scrcpy_otg.c	1	#include "scrcpy_otg.h"	COMMENT
LOW	app/src/adb/adb.c	1	#include "adb.h"	COMMENT
LOW	app/src/adb/adb.h	1	#ifndef SC_ADB_H	COMMENT
LOW	app/src/sys/unix/process.c	1	#include "util/process.h"	COMMENT
LOW	app/src/sys/unix/file.c	1	#include "util/file.h"	COMMENT
LOW	app/src/hid/hid_keyboard.h	1	#ifndef SC_HID_KEYBOARD_H	COMMENT
LOW	app/src/hid/hid_gamepad.c	1	#include "hid_gamepad.h"	COMMENT
LOW	app/src/hid/hid_keyboard.c	1	#include "hid_keyboard.h"	COMMENT
3 more matches not shown…

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ava/com/genymobile/scrcpy/wrappers/DisplayManager.java	177	Constructor<android.hardware.display.DisplayManager> ctor = android.hardware.display.DisplayManager.class.getDec	CODE
CRITICAL	…/java/com/genymobile/scrcpy/wrappers/InputManager.java	43	injectInputEventMethod = android.hardware.input.InputManager.class.getMethod("injectInputEvent", InputEvent.	CODE
CRITICAL	…/java/com/genymobile/scrcpy/wrappers/InputManager.java	113	addUniqueIdAssociationByPortMethod = android.hardware.input.InputManager.class.getMethod(	CODE
CRITICAL	…/java/com/genymobile/scrcpy/wrappers/InputManager.java	131	removeUniqueIdAssociationByPortMethod = android.hardware.input.InputManager.class.getMethod(	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/src/input_manager.c	694	// sending Ctrl+v, to allow seamless copy-paste.	COMMENT