1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

8.2K

Stars

C++

Language

80.9K

Lines of Code

203

Files

153

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 9.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 153 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 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1 finding(s).

PR Review Velocity Impact 9.0/100 · LOW

Which changes need focused human review? 153 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 153

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 153 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 Block152 hits · 152 pts

Severity	File	Line	Snippet	Context
LOW	WeaselDeployer/FontSettingDialog.h	1	#pragma once	COMMENT
LOW	WeaselDeployer/stdafx.h	1	// stdafx.h : include file for standard system include files,	COMMENT
LOW	WeaselDeployer/stdafx.h	21	#include <wtl/atlctrlx.h>	COMMENT
LOW	WeaselDeployer/Configurator.cpp	1	#include "stdafx.h"	COMMENT
LOW	WeaselDeployer/targetver.h	1	#pragma once	COMMENT
LOW	WeaselDeployer/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	WeaselDeployer/resource.h	21	#define IDS_STR_ERREXPORT_SYNC_UV 140	COMMENT
LOW	WeaselDeployer/resource.h	41	#define IDC_SCHEMA_LIST 1000	COMMENT
LOW	WeaselDeployer/resource.h	61	#define IDD_DIALOG_FONT 1999	COMMENT
LOW	WeaselDeployer/resource.h	81	#define _APS_NEXT_RESOURCE_VALUE 135	COMMENT
LOW	WeaselDeployer/stdafx.cpp	1	// stdafx.cpp : source file that includes just the standard includes	COMMENT
LOW	WeaselSetup/stdafx.h	1	// stdafx.h : include file for standard system include files,	COMMENT
LOW	WeaselSetup/stdafx.h	21	#include <wtl/atlctrls.h>	COMMENT
LOW	WeaselSetup/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	WeaselSetup/resource.h	21	#define IDS_STR_INSTALL_SUCCESS_INFO 142	COMMENT
LOW	WeaselSetup/resource.h	41	#define IDC_BUTTON_CUSTOM_DIR 1007	COMMENT
LOW	WeaselSetup/stdafx.cpp	1	// stdafx.cpp : source file that includes just the standard includes	COMMENT
LOW	test/TestResponseParser/stdafx.h	1	// stdafx.h : include file for standard system include files,	COMMENT
LOW	test/TestResponseParser/targetver.h	1	#pragma once	COMMENT
LOW	test/TestResponseParser/stdafx.cpp	1	// stdafx.cpp : source file that includes just the standard includes	COMMENT
LOW	test/TestWeaselIPC/stdafx.h	1	// stdafx.h : include file for standard system include files,	COMMENT
LOW	test/TestWeaselIPC/targetver.h	1	#pragma once	COMMENT
LOW	test/TestWeaselIPC/stdafx.cpp	1	// stdafx.cpp : source file that includes just the standard includes	COMMENT
LOW	WeaselServer/stdafx.h	1	// stdafx.h : include file for standard system include files,	COMMENT
LOW	WeaselServer/stdafx.h	41	}	COMMENT
LOW	WeaselServer/WeaselTrayIcon.h	1	#pragma once	COMMENT
LOW	WeaselServer/SystemTraySDK.h	1	// TrayIcon.h: interface for the CSystemTray class.	COMMENT
LOW	WeaselServer/SystemTraySDK.h	21	//	COMMENT
LOW	WeaselServer/WeaselServer.cpp	1	// WeaselServer.cpp : main source file for WeaselServer.exe	COMMENT
LOW	WeaselServer/WeaselServerApp.h	1	#pragma once	COMMENT
LOW	WeaselServer/SystemTraySDK.cpp	1	// TrayIcon.cpp: implementation of the CSystemTray class.	COMMENT
LOW	WeaselServer/SystemTraySDK.cpp	21	// the virutal CustomizeMenu() method - Anton Treskunov	COMMENT
LOW	WeaselServer/SystemTraySDK.cpp	41	#define ASSERT assert	COMMENT
LOW	WeaselServer/SystemTraySDK.cpp	521	// MultiByteToWideChar(CP_ACP, 0, m_tnd.szTip, -1, strBuffer,	COMMENT
LOW	WeaselServer/SystemTraySDK.cpp	541	// szTitle: [in] Title for the balloon. This text is shown in bold above	COMMENT
LOW	WeaselServer/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	WeaselServer/resource.h	21	#define ID_WEASELTRAY_USERCONFIG 40007	COMMENT
LOW	WeaselServer/stdafx.cpp	1	// stdafx.cpp : source file that includes just the standard includes	COMMENT
LOW	include/WeaselIPC.h	1	#pragma once	COMMENT
LOW	include/WeaselConstants.h	1	#pragma once	COMMENT
LOW	include/winapifamily.h	141	#error Unknown WINAPI_FAMILY value. Was it defined in terms of a WINAPI_PARTITION_* value?	COMMENT
LOW	include/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	include/resource.h	21	#define ID_WEASELTRAY_USERCONFIG 40007	COMMENT
LOW	include/winpackagefamily.h	21	#pragma warning(disable:4001) /* nonstandard extension 'single line comment' was used */	COMMENT
LOW	include/winpackagefamily.h	41	#undef WINAPI_PARTITION_PKG_BOOTABLESKU	COMMENT
LOW	include/winpackagefamily.h	61	#define WINAPI_PARTITION_PKG_WINTRUST (WINAPI_PARTITION_SERVER == 1)	COMMENT
LOW	include/winpackagefamily.h	81	#define WINAPI_PARTITION_PKG_MPSSVC (WINAPI_PARTITION_SERVER == 1)	COMMENT
LOW	include/wtl/atluser.h	1	// Windows Template Library - WTL version 10.0	COMMENT
LOW	include/wtl/atluser.h	21	//	COMMENT
LOW	include/wtl/atldwm.h	1	// Windows Template Library - WTL version 10.0	COMMENT
LOW	include/wtl/atldwm.h	21		COMMENT
LOW	include/wtl/atlddx.h	1	// Windows Template Library - WTL version 10.0	COMMENT
LOW	include/wtl/atltheme.h	1	// Windows Template Library - WTL version 10.0	COMMENT
LOW	include/wtl/atltheme.h	21		COMMENT
LOW	include/wtl/atltheme.h	41	// project properties.	COMMENT
LOW	include/wtl/atltheme.h	441	// class CMyThemeWindow : public CWindowImpl<CMyThemeWindow>, public CThemeImpl<CMyThemeWindow>	COMMENT
LOW	include/wtl/atlribbon.h	1	// Windows Template Library - WTL version 10.0	COMMENT
LOW	include/wtl/atlribbon.h	21		COMMENT
LOW	include/wtl/atlribbon.h	41		COMMENT
LOW	include/wtl/atlribbon.h	61	// RibbonUI::CommandCtrlImpl	COMMENT
92 more matches not shown…

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	test/TestWeaselIPC/TestWeaselIPC.cpp	131	class TestRequestHandler : public weasel::RequestHandler {	CODE

rime/weasel

Open-Source Code Quality, Security and Technical Debt Review