2.5

Adjusted Signal

2.5

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

4.7K

Stars

C++

Language

113.4K

Lines of Code

477

Files

284

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 11.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 284 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 11.8/100 · LOW

Which changes need focused human review? 284 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 284

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 284 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 Block283 hits · 283 pts

Severity	File	Line	Snippet	Context
LOW	audiopassthru/include/dfxpdefs.h	41	#define DFXP_REGISTRY_LASTUSED_WIDE L"LASTUSED_DFXP"	COMMENT
LOW	audiopassthru/include/dfxpdefs.h	61		COMMENT
LOW	audiopassthru/include/dfxpdefs.h	81	#define DFXP_REGISTRY_EQ_FOLDER_NAME_WIDE L"EQ"	COMMENT
LOW	audiopassthru/include/dfxpdefs.h	161	********************************/	COMMENT
LOW	audiopassthru/include/dfxpdefs.h	181	********************************/	COMMENT
LOW	audiopassthru/include/dfxpdefs.h	241	#define DFXP_STORAGE_TYPE_REGISTRY 1	COMMENT
LOW	audiopassthru/include/reg.h	21	#ifndef _REG_H_	COMMENT
LOW	audiopassthru/include/operatingSystem.h	21	#include "pt_defs.h"	COMMENT
LOW	audiopassthru/include/mth.h	21	/* Common constants */	COMMENT
LOW	audiopassthru/include/pstr.h	21	#define PSTR_ADD_BRACKETS 0	COMMENT
LOW	audiopassthru/include/PolicyConfig.h	1	// PTNOTE - can be downloaded from http://code.google.com/p/soundprison/source/browse/trunk/ipolicyconfig.h?spec=svn4&r=	COMMENT
LOW	audiopassthru/include/PolicyConfig.h	21		COMMENT
LOW	audiopassthru/include/PolicyConfig.h	201		COMMENT
LOW	audiopassthru/include/BladeMP3EncDLL.h	21	*/	COMMENT
LOW	audiopassthru/include/BladeMP3EncDLL.h	61		COMMENT
LOW	audiopassthru/include/sndDevices.h	21	#include <Winbase.h>	COMMENT
LOW	audiopassthru/include/sndDevices.h	61		COMMENT
LOW	audiopassthru/include/sndDevices.h	81	#define SND_DEVICES_THREAD_TERMINATE_FAILED -15	COMMENT
LOW	audiopassthru/include/sndDevices.h	101	#define SND_DEVICES_DEVICE_GET_FORMAT_FAILED -35	COMMENT
LOW	audiopassthru/include/sndDevices.h	121	/* Device Status Change Events */	COMMENT
LOW	audiopassthru/include/sndDevices.h	141	#define SND_DEVICES_CAPTURE_NOT_POSSIBLE 207	COMMENT
LOW	audiopassthru/include/sndDevices.h	161	#define SND_DEVICES_REGISTRY_MOST_RECENT_DEFAULT_WIDE L"most_recent_default"	COMMENT
LOW	audiopassthru/include/sndDevices.h	181	#define SND_DEVICES_DEFAULT_CHANGE_WAIT_TIME 1500	COMMENT
LOW	audiopassthru/include/codedefs.h	81	#define PT_STRINGIZE(x) PT_STRINGIZE2(x)	COMMENT
LOW	audiopassthru/include/codedefs.h	161	#ifndef HWND	COMMENT
LOW	audiopassthru/src/operatingSystem/operatingSystem.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/ptime/Ptime.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/FILE/FileGeneral.cpp	21	#include <sys/stat.h>	COMMENT
LOW	…diopassthru/src/AudioPassthru/AudioPassthruPrivate.cpp	21	#include "sndDevices.h"	COMMENT
LOW	…diopassthru/src/AudioPassthru/AudioPassthruPrivate.cpp	441	if ((numRealDevices > 0) && (DfxDeviceEnabledFlag == IS_TRUE))	COMMENT
LOW	audiopassthru/src/MTH/MthRand.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/MTH/MthUtil.cpp	21	#include <string.h>	COMMENT
LOW	…opassthru/src/sndDevices/sndDevicesDeviceCallbacks.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesDoPlayback.cpp	21	#include <stdlib.h>	COMMENT
LOW	audiopassthru/src/sndDevices/u_sndDevices.h	21	// This must be tuned along with SND_DEVICES_CAPTURE_BUFFER_SIZE_SECS to give minimum delay with minimum glitching	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesSet.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesDoCapture.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesReg.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesSetupDevices.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesReInit.cpp	21	#include <stdio.h>	COMMENT
LOW	…thru/src/sndDevices/sndDevicesImplementDeviceRules.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesGet.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevices_Utils.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesInit.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesVolCallbacks.cpp	21	#include <stdio.h>	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevicesVolCallbacks.cpp	41	//CsndDevicesAudioEndpointVolumeCallbackCapture g_EPVolEventsCapture;	COMMENT
LOW	audiopassthru/src/sndDevices/sndDevices_GetAll.cpp	21	#include <stdlib.h>	COMMENT
LOW	audiopassthru/src/MRY/Mry.cpp	21	#include <conio.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrURL.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrUserLibraryFilename.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrHidden.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrArray.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrXML.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstr.cpp	21	#include <windows.h>	COMMENT
LOW	audiopassthru/src/pstr/pstrExtension.cpp	21	#include <windows.h>	COMMENT
LOW	web/dsp-tutorial/tests/golden/harness.cpp	1	// Golden-reference harness: runs float32 stereo audio through the REAL DfxDsp engine	COMMENT
LOW	.github/workflows/claude-code-review.yml	1	name: Claude Code Review	COMMENT
LOW	fxmcp/cmd/fxmcp/main.go	1	// Command fxmcp is an MCP server that exposes FxSound's diagnostics	COMMENT
LOW	fxmcp/internal/fxsound/config.go	21	// BuildCommandLine converts a set of FxController.cpp applyConfig flag	COMMENT
LOW	fxmcp/internal/fxsound/config.go	101	// EnsureRunning makes sure a live FxSound instance is up and responding	COMMENT
223 more matches not shown…

Hyper-Verbose Identifiers1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	dsp/ptutil/dfxp/u_dfxp.h	284	/* The function dfxpCommunicateAllNonFixed() can be slowed down and utilize this count (see function for details) */	COMMENT

fxsound2/fxsound-app

Open-Source Code Quality, Security and Technical Debt Review