3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-23

Last Push

15.0K

Stars

Language

37.8K

Lines of Code

156

Files

112

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 13.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 112 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 15.2/100 · LOW

Which changes need focused human review? 112 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 2MEDIUM 1LOW 109

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 112 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 Block109 hits · 94 pts

Severity	File	Line	Snippet	Context
LOW	…thingToolbar.Launcher/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	421	public sealed class CSDeskBandOptions : INotifyPropertyChanged	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	501	}	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	781	/// <value>	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	841	/// Gets the main control for the deskband.	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	1101	/// Gets the taskbar information	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	1541	/// <summary>	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	1561		COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	1601	/// Occurs when the edge of the main taskbar is changed.	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	2521	HTCLIENT = 1,	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	2581	/// Occurs when the menu item has been clicked.	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	2641	/// <summary>	COMMENT
LOW	EverythingToolbar.Deskband/ThirdParty/CSDeskBand.cs	2681	ClearMenu();	COMMENT
LOW	EverythingToolbar/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	EverythingToolbar/ThirdParty/ShellContextMenu.cs	21	/// http://www.codeproject.com/useritems/FileBrowser.asp	COMMENT
LOW	EverythingToolbar/ThirdParty/ShellContextMenu.cs	401		COMMENT
LOW	EverythingToolbar/ThirdParty/ShellContextMenu.cs	1241	Int32 BindToObject(IntPtr pidl, IntPtr pbc, ref Guid riid, out IntPtr ppv);	COMMENT
LOW	EverythingSDK3/include/Everything3.h	1		COMMENT
LOW	EverythingSDK3/include/Everything3.h	21	// IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	41	#endif	COMMENT
LOW	EverythingSDK3/include/Everything3.h	61	#endif	COMMENT
LOW	EverythingSDK3/include/Everything3.h	81		COMMENT
LOW	EverythingSDK3/include/Everything3.h	101	#define EVERYTHING3_TARGET_MACHINE_X64 2	COMMENT
LOW	EverythingSDK3/include/Everything3.h	121	#define EVERYTHING3_PROPERTY_TYPE_VOLUME 5	COMMENT
LOW	EverythingSDK3/include/Everything3.h	141	#define EVERYTHING3_PROPERTY_ID_FILE_LIST_NAME 12 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING_STRING_REFERENCE,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	161	#define EVERYTHING3_PROPERTY_ID_FRAME_RATE 32 // EVERYTHING3_PROPERTY_VALUE_TYPE_DWORD_FIXED_Q1K,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	181	#define EVERYTHING3_PROPERTY_ID_DATE_TAKEN 52 // EVERYTHING3_PROPERTY_VALUE_TYPE_UINT64,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	201	#define EVERYTHING3_PROPERTY_ID_SUBJECT_DISTANCE 72 // EVERYTHING3_PROPERTY_VALUE_TYPE_INT32_FIXED_Q1K,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	221	#define EVERYTHING3_PROPERTY_ID_LONGITUDE 92 // EVERYTHING3_PROPERTY_VALUE_TYPE_INT32_FIXED_Q1M,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	241	#define EVERYTHING3_PROPERTY_ID_COMPOSER 112 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING_MULTISTRING,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	261	#define EVERYTHING3_PROPERTY_ID_TEMPLATE 132 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	281	#define EVERYTHING3_PROPERTY_ID_NAME_LENGTH_IN_UTF8_BYTES 152 // EVERYTHING3_PROPERTY_VALUE_TYPE_SIZE_T,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	301	#define EVERYTHING3_PROPERTY_ID_COMPRESSION_FORMAT 172 // EVERYTHING3_PROPERTY_VALUE_TYPE_WORD,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	321	#define EVERYTHING3_PROPERTY_ID_CLUSTER_SIZE 192 // EVERYTHING3_PROPERTY_VALUE_TYPE_DWORD,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	341	#define EVERYTHING3_PROPERTY_ID_REGEX_MATCH_2 212 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING_STRING_REFERENCE,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	361	#define EVERYTHING3_PROPERTY_ID_TRANSCODED_FOR_SYNC 232 // EVERYTHING3_PROPERTY_VALUE_TYPE_BYTE_GET_TEXT,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	381	#define EVERYTHING3_PROPERTY_ID_FIRST_128_BYTES 252 // EVERYTHING3_PROPERTY_VALUE_TYPE_BLOB8,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	401	#define EVERYTHING3_PROPERTY_ID_EXTENSION_LENGTH 272 // EVERYTHING3_PROPERTY_VALUE_TYPE_SIZE_T,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	421	#define EVERYTHING3_PROPERTY_ID_CUSTOM_PROPERTY_1 292 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	441	#define EVERYTHING3_PROPERTY_ID_ALTERNATE_DATA_STREAM_UTF16LE 312 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING_MULTISTRING	COMMENT
LOW	EverythingSDK3/include/Everything3.h	461	#define EVERYTHING3_PROPERTY_ID_COLUMN_4 332 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING_STRING_REFERENCE,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	481	#define EVERYTHING3_PROPERTY_ID_TOTAL_CHILD_SIZE 352 // EVERYTHING3_PROPERTY_VALUE_TYPE_UINT64,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	501	#define EVERYTHING3_PROPERTY_ID_FOLDER_DATA_AND_NAMES_SHA512 372 // EVERYTHING3_PROPERTY_VALUE_TYPE_BLOB8,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	521	#define EVERYTHING3_PROPERTY_ID_FOLDER_NAMES_CRC64_FROM_DISK 392 // EVERYTHING3_PROPERTY_VALUE_TYPE_BLOB8,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	541	#define EVERYTHING3_PROPERTY_ID_OPENS_WITH 412 // EVERYTHING3_PROPERTY_VALUE_TYPE_PSTRING,	COMMENT
LOW	EverythingSDK3/include/Everything3.h	561	#define EVERYTHING3_PROPERTY_VALUE_TYPE_SIZE_T 11 // Everything3_GetResultPropertySIZE_T	COMMENT
LOW	EverythingSDK3/include/Everything3.h	581	#define EVERYTHING3_PROPERTY_VARIANT_TYPE_UINT64_FILETIME 7	COMMENT
LOW	EverythingSDK3/include/Everything3.h	601	#define EVERYTHING3_PROPERTY_VARIANT_TYPE_ARRAY_UINT64_UI8 (128\|6)	COMMENT
LOW	EverythingSDK3/include/Everything3.h	621	#define EVERYTHING3_JOURNAL_CHANGE_TYPE_FOLDER_RENAME 3	COMMENT
LOW	EverythingSDK3/include/Everything3.h	1101	#define Everything3_GetResultPropertyTextHighlighted Everything3_GetResultPropertyTextHighlightedW	COMMENT
LOW	EverythingSDK3/include/Everything3.h	1121	#define Everything3_GetPropertyName Everything3_GetPropertyNameA	COMMENT
LOW	EverythingSDK3/include/Everything3.h	1141	#define Everything3_FindNextFile Everything3_FindNextFileA	COMMENT
LOW	EverythingSDK3/src/Everything3.c	1		COMMENT
LOW	EverythingSDK3/src/Everything3.c	21	// IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,	COMMENT
LOW	EverythingSDK3/src/Everything3.c	41	//	COMMENT
LOW	EverythingSDK3/src/Everything3.c	61	// *Everything3_GetResultListFolderCount, Everything3_GetResultListFileCount, Everything3_GetResultListCount now sets th	COMMENT
LOW	EverythingSDK3/src/Everything3.c	81		COMMENT
LOW	EverythingSDK3/src/Everything3.c	101	#define _EVERYTHING3_ANSI_BUF_STACK_SIZE MAX_PATH	COMMENT
LOW	EverythingSDK3/src/Everything3.c	121	#define _EVERYTHING3_COMMAND_INC_RUN_COUNT 17	COMMENT
LOW	EverythingSDK3/src/Everything3.c	141	#define _EVERYTHING3_RESPONSE_ERROR_OUT_OF_MEMORY 500	COMMENT
49 more matches not shown…

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…thingToolbar.Launcher/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	EverythingToolbar/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	EverythingToolbar/Properties/Resources.Designer.cs	567	/// Looks up a localized string similar to To utilize this sorting method it has to have fast sorting enabled.	COMMENT

srwi/EverythingToolbar

Open-Source Code Quality, Security and Technical Debt Review