AI Slop Code Risk Monitor

maharmstone/btrfs

Name: maharmstone/btrfs — 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).

WinBtrfs - an open-source btrfs driver for Windows

0.8 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for maharmstone/btrfs, a C project with 7,879 GitHub stars. SynthScan examined 117,546 lines of code across 92 source files, recording 79 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 0.8 (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.

0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-09-14

Last Push

7.9K

Stars

Language

117.5K

Lines of Code

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 3.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 74 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 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 5 finding(s).

PR Review Velocity Impact 3.7/100 · LOW

Which changes need focused human review? 79 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 74

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 79 distinct pattern matches across 2 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 Block74 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	src/compress.c	21	// libavcodec, also under the LGPL. Thank you, Reimar Doeffinger.	COMMENT
LOW	src/compress.c	61	#define M4_MARKER 16	COMMENT
LOW	src/btrfs.h	21	#define BTRFS_INODE_ITEM_KEY 0x01	COMMENT
LOW	src/btrfs.h	41	#define BTRFS_FREE_SPACE_EXTENT_KEY 0xC7	COMMENT
LOW	src/btrfs.h	61	#define BTRFS_RAID_STRIPE_TREE_OBJECTID 0xc	COMMENT
LOW	src/btrfs.h	81	#define BTRFS_BLOCK_GROUP_RAID1 0x010	COMMENT
LOW	src/btrfs.h	101		COMMENT
LOW	src/btrfs.h	121	#define BTRFS_FEATURE_INCOMPAT_SKINNY_METADATA 0x0100	COMMENT
LOW	src/btrfs.h	461	#define BTRFS_BALANCE_ARGS_PROFILES 0x001	COMMENT
LOW	src/btrfs.h	521	#define BTRFS_DEV_STAT_READ_ERRS 1	COMMENT
LOW	src/btrfs.h	541	#define BTRFS_SEND_C_CLONE 16	COMMENT
LOW	src/btrfs.h	561	#define BTRFS_SEND_A_XATTR_NAME 13	COMMENT
LOW	src/btrfsioctl.h	1	// No copyright claimed in this file - do what you want with it.	COMMENT
LOW	src/btrfsioctl.h	21	#define IOCTL_BTRFS_QUERY_FILESYSTEMS CTL_CODE(FILE_DEVICE_UNKNOWN, 0x837, METHOD_OUT_DIRECT, FILE_ANY_ACCESS)	COMMENT
LOW	src/btrfs_drv.h	21	#undef NTDDI_VERSION	COMMENT
LOW	src/btrfs_drv.h	41	#include <mountmgr.h>	COMMENT
LOW	src/btrfs_drv.h	61	// #define DEBUG_LONG_MESSAGES	COMMENT
LOW	src/btrfs_drv.h	81		COMMENT
LOW	src/btrfs_drv.h	101		COMMENT
LOW	src/btrfs_drv.h	121	#define try if (1)	COMMENT
LOW	src/btrfs_drv.h	1141	#ifdef DEBUG_LONG_MESSAGES	COMMENT
LOW	src/btrfs_drv.h	1701	MSG(funcname, __FILE__, __LINE__, "fileref %p: refcount now %i\n", 1, fileref, rc);\	COMMENT
LOW	src/btrfs_drv.h	1721	// FIXME - find a way to catch unfreed trees again	COMMENT
LOW	src/btrfs_drv.h	1741		COMMENT
LOW	src/btrfs_drv.h	1761		COMMENT
LOW	src/fsctl.c	21	#include <ntddstor.h>	COMMENT
LOW	src/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	src/zstd-shim.h	21	#pragma intrinsic(_rotl)	COMMENT
LOW	src/fileinfo.c	21	// not currently in mingw - introduced with Windows 10	COMMENT
LOW	src/fileinfo.c	121	#define FILE_RENAME_SUPPRESS_PIN_STATE_INHERITANCE 0x004	COMMENT
LOW	src/btrfs.c	21		COMMENT
LOW	src/btrfs.c	41	#include <ntddvol.h>	COMMENT
LOW	src/blake2-impl.h	21	#if defined(_MSC_VER)	COMMENT
LOW	src/tests/test.h	21	#include <stdarg.h>	COMMENT
LOW	src/tests/test.h	161	typedef struct _FILE_GET_EA_INFORMATION {	COMMENT
LOW	src/tests/test.h	181	#define SE_RESTORE_PRIVILEGE 18	COMMENT
LOW	src/tests/test.h	321	#define FileStandardInformation ((FILE_INFORMATION_CLASS)5)	COMMENT
LOW	src/tests/test.h	341	#define FilePipeRemoteInformation ((FILE_INFORMATION_CLASS)25)	COMMENT
LOW	src/tests/oplock.cpp	1	#include "test.h"	COMMENT
LOW	src/tests/rename.cpp	1741	// FIXME - FILE_RENAME_SUPPRESS_STORAGE_RESERVE_INHERITANCE	COMMENT
LOW	src/shellext/propsheet.cpp	21	#include "shellext.h"	COMMENT
LOW	src/shellext/mappings.cpp	1	#include "shellext.h"	COMMENT
LOW	src/shellext/propsheet.h	21	#include <deque>	COMMENT
LOW	src/shellext/propsheet.h	41	#define S_IWGRP (S_IWUSR >> 3)	COMMENT
LOW	src/shellext/propsheet.h	61	#define S_ISUID 0004000	COMMENT
LOW	src/shellext/contextmenu.cpp	21	#include <stddef.h>	COMMENT
LOW	src/shellext/shellext.h	21	#define STRSAFE_NO_DEPRECATE	COMMENT
LOW	src/shellext/shellext.h	41	#define STATUS_DEVICE_NOT_READY (NTSTATUS)0xc00000a3	COMMENT
LOW	src/shellext/devices.cpp	21	#include "shellext.h"	COMMENT
LOW	src/shellext/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	src/shellext/resource.h	21	#define IDD_DEVICES 110	COMMENT
LOW	src/shellext/resource.h	41	#define IDS_VOL_PROP_SHEET_TITLE 129	COMMENT
LOW	src/shellext/resource.h	61	#define IDS_NO_BALANCE 149	COMMENT
LOW	src/shellext/resource.h	81	#define IDS_DEVLIST_ALLOC 168	COMMENT
LOW	src/shellext/resource.h	101	#define IDS_BALANCE_FAILED_REMOVAL 182	COMMENT
LOW	src/shellext/resource.h	121	#define IDS_SCRUB_FAILED 202	COMMENT
LOW	src/shellext/resource.h	141	#define IDS_RECV_MKNOD_FAILED 222	COMMENT
LOW	src/shellext/resource.h	161	#define IDS_RECV_SETXATTR_FAILED 242	COMMENT
LOW	src/shellext/resource.h	181	#define IDS_SEND_FSCTL_BTRFS_READ_SEND_BUFFER_FAILED 262	COMMENT
LOW	src/shellext/resource.h	201	#define IDS_REGCREATEKEY_FAILED 283	COMMENT
14 more matches not shown…

Decorative Section Separators5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	CMakeLists.txt	229	# --------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	290	# --------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	338	# --------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	355	# --------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	395	# --------------------------------------	COMMENT