1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

18.9K

Stars

C++

Language

82.5K

Lines of Code

324

Files

187

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 7.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 187 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 10.8/100 · LOW

Which changes need focused human review? 187 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 1LOW 186

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 187 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 Block185 hits · 115 pts

Severity	File	Line	Snippet	Context
LOW	enums.py	81	("StretchFlexBasis", 1 << 0),	COMMENT
LOW	yoga/YGMacros.h	1	/*	COMMENT
LOW	yoga/YGMacros.h	21		COMMENT
LOW	yoga/YGMacros.h	41	#if __has_include(<Foundation/Foundation.h>)	COMMENT
LOW	yoga/style/Style.h	21	#include <yoga/enums/Direction.h>	COMMENT
LOW	yoga/algorithm/FlexLine.h	41	// List of children which are part of the line flow. This means they are not	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1	/*	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	21	#include <yoga/algorithm/BoundAxis.h>	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	821	(child->getLayout().computedFlexBasis.unwrap() +	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	841	// respond with longest-word width; image/collection-like measures	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1401	// By excluding this item's size and flex factor from remaining, this	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1421	// remaining space amongst the items whose min/max constraints didn't trigger in	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1701	}	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1721	//	COMMENT
LOW	yoga/algorithm/CalculateLayout.cpp	1741	// - heightSizingMode: indicates the sizing rules for the height (see below	COMMENT
LOW	yoga/algorithm/PixelGrid.cpp	21	const double pointScaleFactor,	COMMENT
LOW	yoga/algorithm/PixelGrid.cpp	41	// - x = -2.2: floor(-2.2) = -3, ceil(-2.2) = -2	COMMENT
LOW	yoga/algorithm/FlexLine.cpp	81		COMMENT
LOW	yoga/node/LayoutResults.h	21		COMMENT
LOW	tests/YGContentsNodeHasNewLayoutTest.cpp	61		COMMENT
LOW	tests/YGContentsNodeHasNewLayoutTest.cpp	121	"to it";	COMMENT
LOW	tests/YGFlexWrapRoundingTest.cpp	21	const float* measuredWidth =	COMMENT
LOW	tests/YGFirstChildMinWidthTest.cpp	1	/*	COMMENT
LOW	java/jni/YGJNIVanilla.cpp	1	/*	COMMENT
LOW	lib/nlohmann/json.hpp	21	#include <algorithm> // all_of, find, for_each	COMMENT
LOW	lib/nlohmann/json.hpp	41	// SPDX-License-Identifier: MIT	COMMENT
LOW	lib/nlohmann/json.hpp	61	#if defined(NLOHMANN_JSON_VERSION_MAJOR) && defined(NLOHMANN_JSON_VERSION_MINOR) && defined(NLOHMANN_JSON_VERSION_PA	COMMENT
LOW	lib/nlohmann/json.hpp	81	#define NLOHMANN_JSON_ABI_TAG_DIAGNOSTICS _diag	COMMENT
LOW	lib/nlohmann/json.hpp	141	#endif	COMMENT
LOW	lib/nlohmann/json.hpp	161	#include <array> // array	COMMENT
LOW	lib/nlohmann/json.hpp	181		COMMENT
LOW	lib/nlohmann/json.hpp	201		COMMENT
LOW	lib/nlohmann/json.hpp	221	// __ _____ _____ _____	COMMENT
LOW	lib/nlohmann/json.hpp	321	// __ _____ _____ _____	COMMENT
LOW	lib/nlohmann/json.hpp	341	#undef JSON_HEDLEY_STRINGIFY_EX	COMMENT
LOW	lib/nlohmann/json.hpp	361	#undef JSON_HEDLEY_CONCAT3_EX	COMMENT
LOW	lib/nlohmann/json.hpp	381	#undef JSON_HEDLEY_VERSION_DECODE_MINOR	COMMENT
LOW	lib/nlohmann/json.hpp	401	#endif	COMMENT
LOW	lib/nlohmann/json.hpp	421	#endif	COMMENT
LOW	lib/nlohmann/json.hpp	441	#if defined(JSON_HEDLEY_INTEL_VERSION_CHECK)	COMMENT
LOW	lib/nlohmann/json.hpp	461	#define JSON_HEDLEY_INTEL_CL_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_INTEL_CL_VERSION >= JSON_HEDLEY_VERSION_E	COMMENT
LOW	lib/nlohmann/json.hpp	481		COMMENT
LOW	lib/nlohmann/json.hpp	501	#define JSON_HEDLEY_SUNPRO_VERSION_CHECK(major,minor,patch) (0)	COMMENT
LOW	lib/nlohmann/json.hpp	521	#undef JSON_HEDLEY_ARM_VERSION	COMMENT
LOW	lib/nlohmann/json.hpp	541	#if defined(__ibmxl__)	COMMENT
LOW	lib/nlohmann/json.hpp	561	#if \	COMMENT
LOW	lib/nlohmann/json.hpp	581		COMMENT
LOW	lib/nlohmann/json.hpp	601	#if defined(__TI_COMPILER_VERSION__) && defined(__MSP430__)	COMMENT
LOW	lib/nlohmann/json.hpp	621	#if defined(JSON_HEDLEY_TI_ARMCL_VERSION_CHECK)	COMMENT
LOW	lib/nlohmann/json.hpp	641	#define JSON_HEDLEY_TI_CL6X_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL6X_VERSION >= JSON_HEDLEY_VERSION_ENC	COMMENT
LOW	lib/nlohmann/json.hpp	661		COMMENT
LOW	lib/nlohmann/json.hpp	681	#if defined(_CRAYC)	COMMENT
LOW	lib/nlohmann/json.hpp	701	#if defined(__IAR_SYSTEMS_ICC__)	COMMENT
LOW	lib/nlohmann/json.hpp	721	#if defined(__TINYC__)	COMMENT
LOW	lib/nlohmann/json.hpp	741	#if defined(JSON_HEDLEY_DMC_VERSION_CHECK)	COMMENT
LOW	lib/nlohmann/json.hpp	761	#define JSON_HEDLEY_COMPCERT_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_COMPCERT_VERSION >= JSON_HEDLEY_VERSION_E	COMMENT
LOW	lib/nlohmann/json.hpp	781		COMMENT
LOW	lib/nlohmann/json.hpp	821	#undef JSON_HEDLEY_GCC_VERSION_CHECK	COMMENT
LOW	lib/nlohmann/json.hpp	841		COMMENT
LOW	lib/nlohmann/json.hpp	861	#undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE	COMMENT
125 more matches not shown…

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	gentest/gentest-driver.ts	76	// TODO: replace this with something more robust than just blindly replacing	COMMENT

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	gentest/src/CssToYoga.ts	955	export function getFlexDirectionForMeasure(styles: ParsedStyles): string {	CODE

react/yoga

Open-Source Code Quality, Security and Technical Debt Review