AI Slop Code Risk Monitor

RamonUnch/AltSnap

Name: RamonUnch/AltSnap — 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).

Maintained continuation of Stefan Sundin's AltDrag

1.8 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for RamonUnch/AltSnap, a C project with 5,353 GitHub stars. SynthScan examined 25,976 lines of code across 40 source files, recording 48 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 1.8 (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.

1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

5.4K

Stars

Language

26.0K

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 8.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 48 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 0.0/100 · LOW

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

PR Review Velocity Impact 8.8/100 · LOW

Which changes need focused human review? 48 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 0LOW 48

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 48 distinct pattern matches across 1 syntactic category. 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 Block48 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW	snap.c	1	/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *	COMMENT
LOW	snap.c	21	#define SNMIN (1<<12)	COMMENT
LOW	snap.c	241	//static int GetRolledHeight(HWND hwnd)	COMMENT
LOW	snap.c	261	//static void SetRolledHeight(HWND hwnd, int rolledh)	COMMENT
LOW	snap.c	281	//{	COMMENT
LOW	hooks.h	1	#ifndef ALTDRAG_RPC_H	COMMENT
LOW	hooks.h	21	// Old version of MINGW64 header or MINGW32 only!	COMMENT
LOW	hooks.h	41	#define CMD_CLOSEZONES (431)	COMMENT
LOW	hooks.h	61	#define LP_ROLLED (1<<4)	COMMENT
LOW	hooks.h	81	#define WM_TRAY (WM_USER+2)	COMMENT
LOW	unfuck.h	81	# define LOWORDPTR(ll) ((DWORD) (ll))	COMMENT
LOW	unfuck.h	101	#endif	COMMENT
LOW	unfuck.h	121	#ifndef STACK_SIZE_PARAM_IS_A_RESERVATION	COMMENT
LOW	unfuck.h	141	#ifndef EVENT_SYSTEM_MOVESIZESTART	COMMENT
LOW	unfuck.h	161	# define GWLP_HINSTANCE (-6)	COMMENT
LOW	unfuck.h	181	# define WM_XBUTTONUP 0x020C	COMMENT
LOW	unfuck.h	201	#endif	COMMENT
LOW	unfuck.h	301	# define LOG if(0) LOGdummy	COMMENT
LOW	unfuck.h	321	#endif /* [C89 - C23[ */	COMMENT
LOW	nanolibc.h	1	#ifndef NANOLIBC_H	COMMENT
LOW	nanolibc.h	21	#define ainline __attribute__((always_inline))	COMMENT
LOW	nanolibc.h	581	{	COMMENT
LOW	nanolibc.h	601	#define lstrcmpiW wcsicmp	COMMENT
LOW	nanolibc.h	801		COMMENT
LOW	nanolibc.h	1021	#define free(x) do { int sz = db_free(x, __FILE__, __LINE__); if(sz)LOG("free - %d bytes in "__FILE__":%d", (int)sz, __L	COMMENT
LOW	nanolibc.h	1041	#undef ALLOC_EPADDING	COMMENT
LOW	zones.c	321		COMMENT
LOW	config.c	401	#define ReadOptionInt(id, section, name, def, mask) ReadOptionIntW(hwnd, id, section, name, def, mask)	COMMENT
LOW	config.c	921	{TEXT("Nothing"), L10NIDX(InputActionNothing) },	COMMENT
LOW	resource.h	1	#ifndef AS_RESOURCE_H	COMMENT
LOW	resource.h	21	#define IDD_ABOUTPAGE 206	COMMENT
LOW	resource.h	41	#define IDC_SCROLL_HEADER 1004	COMMENT
LOW	resource.h	61	#define IDC_AUTOSNAP 1102	COMMENT
LOW	resource.h	81	#define IDC_PROCESSBLACKLIST 1507	COMMENT
LOW	resource.h	101	#define IDC_ADVANCEDBT_AC 1527	COMMENT
LOW	resource.h	121	#define IDC_RZCENTER_BR 2018	COMMENT
LOW	resource.h	141	#define IDC_TTBACTIONSWA 2037	COMMENT
LOW	resource.h	161	#define IDC_AEROSPEED 2057	COMMENT
LOW	resource.h	181	#define IDC_NORESTORE 2076	COMMENT
LOW	resource.h	201	#define IDC_SHORTCUTS_H 2096	COMMENT
LOW	hooks.c	21	#define SPEED_TIMER (3)	COMMENT
LOW	hooks.c	1521	// if ( cdpi && cdpi != lw->odpi ) {	COMMENT
LOW	hooks.c	1621		COMMENT
LOW	hooks.c	1641	// UINT dpiX, dpiY;	COMMENT
LOW	hooks.c	4881	// // TODO: Handle MDI clients.	COMMENT
LOW	hooks.c	6121	// USHORT id = (UINT) LOWORD(wParam); // identifier of the menu item	COMMENT
LOW	hooks.c	6681	#endif	COMMENT
LOW	altsnap.c	201	// } else if (gui.hwndFocus) {	COMMENT