1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

18.4K

Stars

Language

9.9M

Lines of Code

18.6K

Files

19.7K

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 8.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 19711 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 34 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 10 finding(s).

PR Review Velocity Impact 9.5/100 · LOW

Which changes need focused human review? 19747 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 2HIGH 6MEDIUM 33LOW 19706

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 19747 distinct pattern matches across 17 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 Block19591 hits · 17340 pts

Severity	File	Line	Snippet	Context
LOW	drivers/filters/fltmgr/Object.c	21	/* DATA *********************************************************************/	COMMENT
LOW	drivers/filters/fltmgr/fltmgr.h	1	#ifndef _FLTMGR_H	COMMENT
LOW	drivers/filters/fltmgr/fltmgr.h	121		COMMENT
LOW	drivers/filters/fltmgr/fltmgr.h	141	//FMil - fltmgr.sys - IRP_CTRL completion node stack	COMMENT
LOW	drivers/acpi/cmbatt/cmbatt.h	41	#define CMBATT_ACPI_ENTRY_EXIT 0x40	COMMENT
LOW	drivers/acpi/cmbatt/cmbatt.h	61	} CMBATT_EXTENSION_TYPE;	COMMENT
LOW	drivers/parallel/parallel/parallel.h	61	#define LPGETIRQ 0x0606 /* get the current IRQ number */	COMMENT
LOW	drivers/sac/driver/sacdrv.h	21	//	COMMENT
LOW	drivers/sac/driver/sacdrv.h	121	KeClearEvent(Channel->x##WaitObjectBody); \	COMMENT
LOW	drivers/sac/driver/sacdrv.h	141	#define FREE_POOL_TAG 'FpcR'	COMMENT
LOW	drivers/sac/driver/sacdrv.h	161	#define SAC_VTUTF8_OBUFFER_SIZE 0x2D00	COMMENT
LOW	drivers/sac/driver/sacdrv.h	1321	{	COMMENT
LOW	drivers/sac/driver/sacdrv.h	1481	// The following site is a good reference on VT100/ANSI escape codes	COMMENT
LOW	drivers/sac/driver/sacdrv.h	1501	#define VT_ANSI_ERASE_START_LINE L"[1K"	COMMENT
LOW	drivers/input/inport/hardware.c	21		COMMENT
LOW	drivers/input/inport/hardware.c	41		COMMENT
LOW	drivers/input/inport/hardware.c	61	* Microsoft InPort	COMMENT
LOW	drivers/input/inport/hardware.c	81		COMMENT
LOW	drivers/network/netio/netio.c	41	#include <ntifs.h>	COMMENT
LOW	drivers/network/tdi/precomp.h	1	#ifndef _TDI_PCH_	COMMENT
LOW	drivers/network/afd/include/debug.h	41	: (DebugTraceLevel & NORMAL_MASK) >= _t_) { \	COMMENT
LOW	drivers/network/afd/include/afd.h	21	#include <windef.h>	COMMENT
LOW	drivers/network/afd/include/afd.h	41	#define TAG_AFD_CONNECT_DATA 'cdfA'	COMMENT
LOW	drivers/network/afd/include/afd.h	81	#define SOCKET_STATE_LOCKED 0x40000000	COMMENT
LOW	drivers/network/dd/nvnet/nvnet.h	21		COMMENT
LOW	drivers/network/dd/nvnet/nvnet.h	41	#define NVNET_RECEIVE_PROCESSING_LIMIT 64	COMMENT
LOW	drivers/network/dd/nvnet/nvnet.h	281	{	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	21	* and needs packet format 2 */	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	41	#define DEV_NEED_PHY_INIT_FIX 0x00400000 /* Device needs specific PHY workaround */	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	61	#define NVREG_IRQ_TX_OK 0x0010	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	101	#define NVREG_XMITCTL_MGMT_SEMA_MASK 0x00000f00	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	121	NvRegOffloadConfig = 0x90,	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	181	#define NVREG_RINGSZ_RXSHIFT 16	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	201	NvRegTxRxControl = 0x144,	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	221	#define NVREG_TX_PAUSEFRAME_ENABLE_V3 0x09f00880	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	281	#define NVREG_MGMTUNITVERSION 0x08	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	361	typedef struct _NVNET_DESCRIPTOR_64	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	381	#define NV_TX_CARRIERLOST (1<<27)	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	401	#define NV_TX2_CHECKSUM_L3 (1<<27)	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	421	NV_RX_OVERFLOW\|NV_RX_FRAMINGERR)	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	441		COMMENT
LOW	drivers/network/dd/nvnet/nic.h	461	#define NV_MIIBUSY_DELAY 50	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	481	#define PHY_MODEL_REALTEK_8211 0x0110	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	501	#define PHY_CICADA_INIT5 0x0004	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	521	#define PHY_REALTEK_INIT11 0x0200	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	541	#define PHY_REALTEK_INIT3 0x0001	COMMENT
LOW	drivers/network/dd/nvnet/nic.h	561	#define NV_MSI_X_VECTOR_TX 0x1	COMMENT
LOW	drivers/network/dd/nvnet/phyreg.h	1	/*	COMMENT
LOW	drivers/network/dd/nvnet/phyreg.h	21	#define MII_AUTONEG_ADVERTISE 0x04	COMMENT
LOW	drivers/network/dd/nvnet/phyreg.h	41	#define MII_MASTER_SLAVE_STATUS 0x0A	COMMENT
LOW	drivers/network/dd/dc21x4/eeprom.h	41	#define SRomGetExtendedBlockLength(Byte) (((Byte) & 0x7F) + 1)	COMMENT
LOW	drivers/network/dd/dc21x4/eeprom.h	61		COMMENT
LOW	drivers/network/dd/dc21x4/eeprom.h	81	/*	COMMENT
LOW	drivers/network/dd/dc21x4/eeprom.h	101	#define SROM_MEDIA_100T_HD 3	COMMENT
LOW	drivers/network/dd/dc21x4/debug.h	81		COMMENT
LOW	drivers/network/dd/dc21x4/media.h	41	} DC_MII_MEDIA, *PDC_MII_MEDIA;	COMMENT
LOW	drivers/network/dd/dc21x4/dc21x4hw.h	21	*/	COMMENT
LOW	drivers/network/dd/dc21x4/dc21x4hw.h	61	#define DC_TBD_STATUS_UNDERFLOW 0x00000002	COMMENT
LOW	drivers/network/dd/dc21x4/dc21x4hw.h	81	#define DC_TBD_CONTROL_CHAINED 0x01000000	COMMENT
LOW	drivers/network/dd/dc21x4/dc21x4hw.h	101	/*	COMMENT
19531 more matches not shown…

AI Slop Vocabulary25 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	drivers/network/tcpip/lwip/src/include/lwip/sockets.h	214	#define SO_DONTROUTE 0x0010 /* Unimplemented: just use interface addresses */	COMMENT
MEDIUM	drivers/storage/partmgr/partition.c	865	// so we just return success. A more robust algorithm would be	COMMENT
MEDIUM	drivers/filesystems/udfs/write.cpp	749	FALSE, // We will not utilize pin access for this file	CODE
MEDIUM	drivers/filesystems/udfs/read.cpp	640	FALSE, // We will not utilize pin access for this file	CODE
MEDIUM	drivers/filesystems/udfs/read.cpp	768	// Also, at this point, the FSD might choose to utilize the	COMMENT
MEDIUM	drivers/filesystems/fastfat/easup.c	3232	// nice and more robust	COMMENT
MEDIUM	drivers/filesystems/fastfat/close.c	674	// make sure we fully utilize the acquisition of the volume, which can	COMMENT
MEDIUM	sdk/include/c++/stlport/stl/config/_apple.h	97	#define _STLP_VENDOR_GLOBAL_STD // mpw's c++ libs do not utilize namespace std yet	COMMENT
MEDIUM	sdk/include/c++/stlport/stl/config/_apple.h	97	#define _STLP_VENDOR_GLOBAL_STD // mpw's c++ libs do not utilize namespace std yet	COMMENT
MEDIUM⚡	sdk/include/psdk/twain.h	1311	#define DG_CONTROL 0x0001L /* data pertaining to control */	COMMENT
MEDIUM⚡	sdk/include/psdk/twain.h	1312	#define DG_IMAGE 0x0002L /* data pertaining to raster images */	COMMENT
MEDIUM⚡	sdk/include/psdk/twain.h	1314	#define DG_AUDIO 0x0004L /* data pertaining to audio */	COMMENT
MEDIUM	sdk/include/ucrt/corecrt.h	89	// C28719: Banned API, use a more robust and secure replacement.	COMMENT
MEDIUM	sdk/include/ucrt/corecrt.h	90	// C28726: Banned or deprecated API, use a more robust and secure replacement.	COMMENT
MEDIUM	…drivers/wdf/shared/inc/private/common/fxdeviceinit.hpp	247	// If set, the Cx/Client intends to leverage Self IO Target	COMMENT
MEDIUM	…ib/drivers/wdf/shared/inc/private/common/fxioqueue.hpp	541	// The IoQueue is designed to be robust in that multiple events	COMMENT
MEDIUM	sdk/lib/drivers/wdf/shared/targets/usb/fxusbdevice.cpp	1535	// but can't leverage on that as that sends the select interface URB down	COMMENT
MEDIUM	sdk/lib/ucrt/stdio/fopen.cpp	38	// subjected to direct user input and thus must be robust to that rather	COMMENT
MEDIUM	sdk/lib/ucrt/heap/debug_heap.cpp	1772	// alignment.cpp, but these functions (suffixed with _dbg instead of _base) utilize	COMMENT
MEDIUM	sdk/lib/3rdparty/symcrypt/lib/sha256.c	1383	// For the SHA-NI implementation we will utilize 128-bit XMM registers. Each	COMMENT
MEDIUM	subsystems/mvdm/ntvdm/bios/vidbios.c	3351	// Certainly in BL and not in BX as said by Ralf Brown...	COMMENT
MEDIUM	subsystems/mvdm/ntvdm/bios/vidbios.c	3369	// Certainly in BL and not in BX as said by Ralf Brown...	COMMENT
MEDIUM	subsystems/mvdm/ntvdm/bios/vidbios.c	3429	// Certainly in BL and not in BX as said by Ralf Brown...	COMMENT
MEDIUM	win32ss/drivers/displays/vga/vgaddi.h	188	// one seamless 64K bank	COMMENT
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	889	# sizes, because that's how it gets cowed. We don't just use 1 or 2	COMMENT

Slop Phrases26 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	drivers/network/tcpip/lwip/src/core/netif.c	280	* IPv6: Don't forget to call netif_create_ip6_linklocal_address() after	COMMENT
LOW	drivers/storage/mountmgr/device.c	1407	/* And don't forget to nullify */	COMMENT
LOW	drivers/storage/port/scsiport/scsi.c	1292	/* Nothing - just return (don't forget to release the spinlock */	COMMENT
LOW	drivers/multimedia/audio/sndblst.old/dma.c	11	// Don't forget to check for Compaq machines (they can't be configured	COMMENT
LOW	sdk/include/c++/stlport/stl/config/user_config.h	217	* If you customize the STLport generated library names don't forget to give	COMMENT
LOW	sdk/include/reactos/libs/mbedtls/blowfish.h	67	#define MBEDTLS_BLOWFISH_ROUNDS 16 /**< Rounds to use. When increasing this value, make sure to extend the	COMMENT
LOW	sdk/lib/drivers/csq/csq.c	45	* - Don't forget to release the cancel spinlock ASAP --> #1 hot lock in the	COMMENT
LOW	sdk/lib/rtl/heap.c	1937	/* Don't forget to update previous size of the next entry! */	COMMENT
MEDIUM	sdk/lib/3rdparty/freetype/include/freetype/fterrors.h	78	* Here is a simple example.	COMMENT
MEDIUM	sdk/lib/3rdparty/freetype/include/freetype/freetype.h	1182	* for demonstration purposes.	COMMENT
LOW	…/3rdparty/freetype/include/freetype/internal/ftrfork.h	35	/* Don't forget to increment the number if you add a new guessing rule. */	COMMENT
LOW	ntoskrnl/fsrtl/oplock.c	351	/* Don't forget to release the mutex */	COMMENT
LOW	ntoskrnl/cc/copy.c	370	/* And don't forget to release master */	COMMENT
LOW	dll/win32/cabinet/fdi.c	2367	* This notification is important, don't forget to implement it. This	COMMENT
LOW	dll/win32/advapi32/sec/misc.c	480	* more than 0xFFFF (USHORT) characters! Also don't forget to explicitly	COMMENT
LOW	dll/win32/browseui/travellog.cpp	505	// don't forget to patch ampersands before adding to menu	COMMENT
LOW	dll/directx/wine/ddraw/utils.c	1202	* though. Don't forget to set ddsCaps.dwCaps2/3/4 to 0 when removing this */	COMMENT
LOW	dll/directx/wine/wined3d/glsl_shader.c	12575	* Don't forget to clamp the y values in into the range, otherwise we'll	COMMENT
LOW	dll/opengl/glu32/src/libutil/mipmap.c	4536	free(newMipmapImage); /* don't forget to free it! */	CODE
LOW	win32ss/user/ntuser/class.c	2979	// Don't forget to use DesktopPtrToUser( ? ) with return pointer in user space.	COMMENT
MEDIUM	modules/rosapps/applications/net/ncftp/sio/sio.html	738	<P>This is <TT><A HREF="#SSendto">SSendto()</A></TT>, only you can use	CODE
LOW	modules/rosapps/applications/net/ncftp/libncftp/cmds.c	1157	/* Don't forget to change back to the original directory. */	COMMENT
LOW	modules/rosapps/applications/net/ncftp/libncftp/cmds.c	1305	/* Don't forget to change back to the original directory. */	COMMENT
LOW	base/applications/regedit/framewnd.c	740	pd.hDevMode = NULL; /* Don't forget to free or store hDevMode*/	CODE
LOW	base/applications/regedit/framewnd.c	741	pd.hDevNames = NULL; /* Don't forget to free or store hDevNames*/	CODE
LOW	base/services/nfsd/nfs41_daemon.c	53	#ifndef STANDALONE_NFSD //make sure to define it in "sources" not here	COMMENT

Fake / Example Data23 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	…/lib/3rdparty/stlport/test/unit/mvctor_traits_test.cpp	55	void* dummy_data[2];	CODE
LOW	sdk/lib/3rdparty/stlport/test/unit/mvctor_test.h	96	void* dummy_data[2];	CODE
LOW	dll/win32/mscms/profile.c	156	static const BYTE dummy_value[12];	CODE
LOW	dll/win32/mscms/profile.c	171	return set_profile_device_key( profile, dummy_value, sizeof(dummy_value) );	CODE
LOW	modules/rostests/winetests/gdi32/font.c	2377	"Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do "	CODE
LOW	modules/rostests/winetests/gdi32/font.c	2377	"Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do "	CODE
LOW	modules/rostests/winetests/secur32/ntlm.c	990	SecBuffer data[2], fake_data[2], complex_data[4];	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1067	crypt.pBuffers = fake_data;	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1069	fake_data[0].BufferType = SECBUFFER_DATA;	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1070	fake_data[0].cbBuffer = ctxt_sizes.cbSecurityTrailer;	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1071	fake_data[0].pvBuffer = HeapAlloc(GetProcessHeap(), 0, fake_data[0].cbBuffer);	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1073	fake_data[1].BufferType = SECBUFFER_DATA;	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1074	fake_data[1].cbBuffer = lstrlenA(message);	CODE
LOW⚡	modules/rostests/winetests/secur32/ntlm.c	1075	fake_data[1].pvBuffer = HeapAlloc(GetProcessHeap(), 0, fake_data[1].cbBuffer);	CODE
LOW	modules/rostests/winetests/riched20/txtsrv.c	124	static const WCHAR lorem[] = L"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt	CODE
LOW	modules/rostests/winetests/riched20/txtsrv.c	124	static const WCHAR lorem[] = L"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt	CODE
LOW⚡	modules/rostests/winetests/riched20/editor.c	7306	result = SendMessageA(hwnd, WM_SETTEXT, 0, (LPARAM)"Lorem ipsum\rdolor sit\rnamet");	CODE
LOW⚡	modules/rostests/winetests/riched20/editor.c	7309	/* [\|Lorem ipsum] [dolor sit] [amet] */	COMMENT
LOW⚡	modules/rostests/winetests/riched20/editor.c	7319	/* [Lorem ipsum\|] [dolor sit] [amet] */	COMMENT
LOW⚡	modules/rostests/winetests/riched20/editor.c	7326	/* [Lorem ipsum] [\|dolor sit] [amet] */	COMMENT
LOW⚡	modules/rostests/winetests/riched20/editor.c	7333	/* [Lorem ipsum\|] [dolor sit] [amet] */	COMMENT
LOW	modules/rostests/apitests/winspool/EnumPrinters.c	129	ok(!EnumPrintersW(PRINTER_ENUM_LOCAL \| PRINTER_ENUM_NAME, L"LOREM IPSUM", Level, NULL, 0, &cbNeeded, &dw	CODE
LOW	modules/rostests/apitests/winspool/EnumPrinters.c	168	ok(!EnumPrintersW(PRINTER_ENUM_LOCAL, L"LOREM IPSUM", Level, NULL, 0, &cbNeeded, &dwReturned), "EnumPrinters	CODE

Verbosity Indicators19 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	drivers/network/tcpip/lwip/src/apps/mdns/mdns.c	614	* comparison. So if we get passed the class and type comparison we need to check if the	COMMENT
LOW	drivers/bus/acpi/acpica/executer/exmisc.c	209	* We need to check if the shiftcount is larger than the integer bit	COMMENT
LOW	drivers/bus/acpi/acpica/executer/exmisc.c	221	* We need to check if the shiftcount is larger than the integer bit	COMMENT
LOW	drivers/storage/class/cdrom/cdrom.c	1085	The purpose of this function is to send SYNC CACHE command and STOP UNIT command if it's necessary.	CODE
LOW	drivers/filesystems/cdfs/dirsup.c	241	find. This may already point to a dirent so we need to check if	CODE
LOW	sdk/lib/cportlib/cport_pc98.c	439	* To avoid an infinite loop, we need to check if the other side is ready	COMMENT
LOW	sdk/lib/ucrt/internal/locks.cpp	16	// This variable stores the number of locks that have been successfully	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1767	// Step 3: Acceptable pairs of L,N => skipped	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1769	// Step 6: nBitsOfSeed < nBitsOfQ => skipped	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1857	// Step 2: Verify that 2<= G <= p-1	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1866	// Step 3: Verify that G^Q == 1	COMMENT
LOW	ntoskrnl/io/pnpmgr/devaction.c	1108	// Step 1: Write the DeviceDesc value if does not exist	COMMENT
LOW	ntoskrnl/io/pnpmgr/devaction.c	1157	// Step 2: LocaltionInformation is overwritten unconditionally	COMMENT
LOW	dll/win32/shell32/CDefView.cpp	4331	/* We need to check if we drag the selection over itself */	COMMENT
LOW	win32ss/user/ntuser/security.c	18	* context of the caller. The purpose of this function is to query	COMMENT
LOW	base/setup/lib/utils/partlist.c	3336	// Step 1 : Check the system disk.	COMMENT
LOW	base/setup/lib/utils/partlist.c	3456	// Step 2 : No active partition found: Check the alternative disk if specified.	COMMENT
LOW	base/services/umpnpmgr/install.c	534	// Step 1: install all drivers which were configured during the boot	COMMENT
LOW	base/services/umpnpmgr/install.c	581	// Step 2: start the wait-loop for newly added devices	COMMENT

Hallucination Indicators2 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	drivers/network/tcpip/lwip/src/apps/snmp/snmp_core.c	258	* device a > 1.3.6.1.4.1.XXX(ent-oid).1(devices).1(device a)	COMMENT
CRITICAL	drivers/network/tcpip/lwip/src/apps/snmp/snmp_core.c	259	* device b > 1.3.6.1.4.1.XXX(ent-oid).1(devices).2(device b)	COMMENT

Structural Annotation Overuse16 hits · 27 pts

Severity	File	Line	Snippet	Context
LOW	drivers/network/dd/netkvm/Common/ParaNdis-Common.c	2078	//NOTE: This function assumes that VLAN header has been already stripped out	COMMENT
LOW	drivers/bus/acpi_new/uacpi/source/uacpi.c	659	// Step 1 - Execute \_INI	COMMENT
LOW	drivers/bus/acpi_new/uacpi/source/uacpi.c	662	// Step 2 - Execute \_SB._INI	COMMENT
LOW	drivers/bus/acpi_new/uacpi/source/uacpi.c	683	// Step 4 - Run all other _STA and _INI methods	COMMENT
LOW	drivers/filesystems/udfs/flush.cpp	528	// NOTE: This function may also be invoked internally as part of	COMMENT
LOW	…ib/drivers/wdf/shared/support/fxresourcecollection.cpp	392	// NOTE: This function assumes all resources are on the same bus	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1767	// Step 3: Acceptable pairs of L,N => skipped	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1769	// Step 6: nBitsOfSeed < nBitsOfQ => skipped	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1857	// Step 2: Verify that 2<= G <= p-1	COMMENT
LOW⚡	sdk/lib/3rdparty/symcrypt/lib/dlgroup.c	1866	// Step 3: Verify that G^Q == 1	COMMENT
LOW	ntoskrnl/io/pnpmgr/devaction.c	1108	// Step 1: Write the DeviceDesc value if does not exist	COMMENT
LOW	ntoskrnl/io/pnpmgr/devaction.c	1157	// Step 2: LocaltionInformation is overwritten unconditionally	COMMENT
LOW	base/setup/lib/utils/partlist.c	3336	// Step 1 : Check the system disk.	COMMENT
LOW	base/setup/lib/utils/partlist.c	3456	// Step 2 : No active partition found: Check the alternative disk if specified.	COMMENT
LOW	base/services/umpnpmgr/install.c	534	// Step 1: install all drivers which were configured during the boot	COMMENT
LOW	base/services/umpnpmgr/install.c	581	// Step 2: start the wait-loop for newly added devices	COMMENT

Synthetic Comment Markers3 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	80	### AI-generated communication	COMMENT
HIGH	drivers/storage/class/sfloppy/floppy.c	3061	// If we don't get as much data as requested, it is not an error.	COMMENT
HIGH	ntoskrnl/mm/ARM3/virtual.c	5080	// And now write the invalid demand-zero PTE as requested	COMMENT

AI Response Leakage3 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	sdk/include/c++/stlport/stl/_iosfwd.h	18	// In this implementation, the declarations in <iosfwd> contain default	COMMENT
HIGH	sdk/include/c++/stlport/stl/_sstream.c	257	// defined, except that setbuf(0, 0) has no effect. In this implementation,	COMMENT
HIGH	sdk/include/c++/stlport/stl/_bitset.h	33	// In this implementation the const version of operator[] is equivalent	COMMENT

Self-Referential Comments5 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	drivers/network/tcpip/lwip/codespell_changed_files.sh	6	# This file is subject to the terms and conditions of the GNU Lesser	COMMENT
MEDIUM	drivers/network/tcpip/lwip/codespell_check.sh	5	# This file is subject to the terms and conditions of the GNU Lesser	COMMENT
MEDIUM	boot/remaster.sh	157	## Create a mkisofs sort file to specify an explicit ordering for the boot files	COMMENT
MEDIUM	modules/rosapps/applications/net/ncftp/ncftp/pref.c	715	(void) fprintf(fp, "%s", "# NcFTP 3 preferences file\n# This file is loaded and overwritten each time NcFTP is run.\n#	CODE
MEDIUM	…les/rosapps/applications/devutils/btrfstools/crc32c.py	3	# This file is part of the python-btrfs module.	COMMENT

Deep Nesting12 hits · 12 pts

Severity	File	Line	Context
LOW	sdk/tools/check_packing.py	34	CODE
LOW	sdk/tools/gen_baseaddress.py	392	CODE
LOW	sdk/tools/update_caroots.py	81	CODE
LOW	sdk/tools/winesync/winesync.py	128	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	896	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	1261	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	1101	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	1122	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	1180	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	921	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	1160	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	1252	CODE

Unused Imports9 hits · 9 pts

Severity	File	Line	Context
LOW	sdk/tools/gen_baseaddress.py	8	CODE
LOW	sdk/tools/gen_baseaddress.py	8	CODE
LOW	sdk/tools/gen_baseaddress.py	8	CODE
LOW	sdk/tools/winesync/winesync.py	3	CODE
LOW	sdk/tools/winesync/winesync.py	9	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_playground.py	6	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	8	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	14	CODE
LOW	…s/applications/devutils/btrfstools/btrfs_structures.py	16	CODE

Hyper-Verbose Identifiers8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	drivers/bus/acpi_new/uacpi/include/uacpi/tables.h	163	typedef uacpi_table_installation_disposition (*uacpi_table_installation_handler)	CODE
LOW	sdk/tools/winesync/winesync.py	13	def string_to_valid_file_name(to_convert):	CODE
LOW	sdk/tools/winesync/winesync.py	63	def create_or_checkout_wine_branch(self, wine_tag, wine_staging_tag):	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	264	def get_mul_mapping_from_normal_mapping(mapping, argument_registers):	CODE
LOW	…lib/3rdparty/symcrypt/scripts/symcryptasm_processor.py	868	def gen_function_start_defines(architecture, mapping, arg_count, reg_count):	CODE
LOW	dll/win32/ole32/clipboard.c	1659	* function IsClipboardFormatAvailable() otherwise.	COMMENT
LOW	modules/rosapps/applications/net/netreg/netreg.cpp	42	class RequestHandler {	CODE
LOW	modules/rostests/winetests/mshtml/events.html	29	function ondataavailableDocHandler() {	CODE

Excessive Try-Catch Wrapping2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	sdk/tools/winesync/winesync.py	297	print(f'Error while reverting patch {patch_file_name}')	CODE
MEDIUM	modules/rostests/apitests/crt/gen_math_tests.py	287	print(f"Error: Unsupported function '{function_name}'. Available tables: {', '.join(TABLE_FUNCTIONS.keys())}")	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	boot/remaster.sh	51	## Usage example:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	sdk/lib/3rdparty/symcrypt/lib/sha256-xmm.c	37	// TODO: implement _rorx functions for clang	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	modules/rostests/apitests/crt/gen_math_tests.py	282	# Check if the table name is valid	COMMENT

reactos/reactos

Open-Source Code Quality, Security and Technical Debt Review