2.4

Adjusted Signal

2.4

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

4.8K

Stars

C++

Language

24.9K

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 11.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 87 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 16.0/100 · LOW

Which changes need focused human review? 87 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 87

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 87 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 Block85 hits · 58 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	1	# Copyright (c) 2014 Jarryd Beck	COMMENT
LOW	meson_options.txt	1	# Copyright © 2024-2026 Dylan Baker	COMMENT
LOW	test/CMakeLists.txt	1	# Copyright (c) 2014 Jarryd Beck	COMMENT
LOW	test/catch.hpp	21	# pragma clang system_header	COMMENT
LOW	test/catch.hpp	41	// Wparentheses have to be suppressed globally.	COMMENT
LOW	test/catch.hpp	61	# if !defined(CATCH_CONFIG_ENABLE_CHRONO_STRINGMAKER)	COMMENT
LOW	test/catch.hpp	81	# endif	COMMENT
LOW	test/catch.hpp	101	namespace Catch {	COMMENT
LOW	test/catch.hpp	121	// in configuration.md, too	COMMENT
LOW	test/catch.hpp	141	// Only GCC compiler should be used in this block, so other compilers trying to	COMMENT
LOW	test/catch.hpp	161	// For example, this code will likely segfault under IBM XL:	COMMENT
LOW	test/catch.hpp	181	# define CATCH_INTERNAL_SUPPRESS_ZERO_VARIADIC_WARNINGS \	COMMENT
LOW	test/catch.hpp	201	#ifdef __OS400__	COMMENT
LOW	test/catch.hpp	221	#if defined(__ORBIS__)	COMMENT
LOW	test/catch.hpp	241		COMMENT
LOW	test/catch.hpp	261	# endif // MSVC_TRADITIONAL	COMMENT
LOW	test/catch.hpp	281	////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	test/catch.hpp	301	#define CATCH_INTERNAL_CONFIG_COUNTER	COMMENT
LOW	test/catch.hpp	321	// Check if string_view is available and usable	COMMENT
LOW	test/catch.hpp	341	# if defined(__clang__) && (__clang_major__ < 8)	COMMENT
LOW	test/catch.hpp	361	#endif	COMMENT
LOW	test/catch.hpp	381	#endif	COMMENT
LOW	test/catch.hpp	401	#endif	COMMENT
LOW	test/catch.hpp	421	#if !defined(CATCH_INTERNAL_START_WARNINGS_SUPPRESSION)	COMMENT
LOW	test/catch.hpp	441	// still have the compiler warn on problems inside...	COMMENT
LOW	test/catch.hpp	461	#define CATCH_TRY try	COMMENT
LOW	test/catch.hpp	701	#define CATCH_RECURSION_LEVEL5(...) CATCH_RECURSION_LEVEL4(CATCH_RECURSION_LEVEL4(CATCH_RECURSION_LEVEL4(__VA_ARGS__)))	COMMENT
LOW	test/catch.hpp	721	#define CATCH_REC_NEXT0(test, next, ...) next CATCH_REC_OUT	COMMENT
LOW	test/catch.hpp	741	#define INTERNAL_CATCH_EXPAND2(...) INTERNAL_CATCH_NO## __VA_ARGS__	COMMENT
LOW	test/catch.hpp	761	#define INTERNAL_CATCH_MAKE_TYPE_LIST2(...) decltype(get_wrapper<INTERNAL_CATCH_REMOVE_PARENS_GEN(__VA_ARGS__)>())	COMMENT
LOW	test/catch.hpp	901	#define INTERNAL_CATCH_DEFINE_SIG_TEST_METHOD(TestName, ...) INTERNAL_CATCH_VA_NARGS_IMPL( "dummy", __VA_ARGS__, INTERNA	COMMENT
LOW	test/catch.hpp	1021	INTERNAL_CATCH_EXPAND_VARGS( INTERNAL_CATCH_TEMPLATE_TEST_CASE_NO_REGISTRATION_2( INTERNAL_CATCH_UNIQUE_NAME	COMMENT
LOW	test/catch.hpp	1241	INTERNAL_CATCH_DEFINE_SIG_TEST_METHOD(TestName, INTERNAL_CATCH_REMOVE_PARENS(Signature))	COMMENT
LOW	test/catch.hpp	2181	} \	COMMENT
LOW	test/catch.hpp	2681		COMMENT
LOW	test/catch.hpp	5061	// start catch_interfaces_reporter.h	COMMENT
LOW	test/catch.hpp	6941	// start catch_estimate_clock.hpp	COMMENT
LOW	test/catch.hpp	7461	#ifdef CATCH_IMPL	COMMENT
LOW	test/catch.hpp	7941		COMMENT
LOW	test/catch.hpp	7961	#elif defined(__aarch64__)	COMMENT
LOW	test/catch.hpp	7981	#define CATCH_TRAP() __debugbreak()	COMMENT
LOW	test/catch.hpp	8001		COMMENT
LOW	test/catch.hpp	8401	handler.handleExpr( expr );	COMMENT
LOW	test/catch.hpp	8421	#pragma clang diagnostic ignored "-Wweak-vtables"	COMMENT
LOW	test/catch.hpp	8441	#ifndef CATCH_CLARA_TEXTFLOW_CONFIG_CONSOLE_WIDTH	COMMENT
LOW	test/catch.hpp	9681	// end clara.hpp	COMMENT
LOW	test/catch.hpp	10061	# define WIN32_LEAN_AND_MEAN	COMMENT
LOW	test/catch.hpp	10401	// end catch_debug_console.cpp	COMMENT
LOW	test/catch.hpp	10461	} // namespace Catch	COMMENT
LOW	test/catch.hpp	12181		COMMENT
LOW	test/catch.hpp	12601	static GeneratorTracker& acquire( TrackerContext& ctx, TestCaseTracking::NameAndLocation const& nameAndLocat	COMMENT
LOW	test/catch.hpp	15001	return static_cast<unsigned int>(getElapsedMicroseconds()/1000);	COMMENT
LOW	test/catch.hpp	15321	// Distributed under the Boost Software License, Version 1.0.	COMMENT
LOW	test/catch.hpp	16121	// end catch_reporter_compact.cpp	COMMENT
LOW	test/catch.hpp	16801		COMMENT
LOW	test/catch.hpp	17521		COMMENT
LOW	test/catch.hpp	17581		COMMENT
LOW	test/catch.hpp	17601	#define CATCH_CHECKED_ELSE( ... ) INTERNAL_CATCH_ELSE( "CATCH_CHECKED_ELSE", Catch::ResultDisposition::ContinueOnFailure	COMMENT
LOW	test/catch.hpp	17621	#define CATCH_CAPTURE( ... ) INTERNAL_CATCH_CAPTURE( INTERNAL_CATCH_UNIQUE_NAME(capturer), "CATCH_CAPTURE",__VA_ARGS__ )	COMMENT
LOW	test/catch.hpp	17641	#define CATCH_TEMPLATE_PRODUCT_TEST_CASE_SIG( ... ) INTERNAL_CATCH_TEMPLATE_PRODUCT_TEST_CASE_SIG( __VA_ARGS__ )	COMMENT
25 more matches not shown…

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	test/catch.hpp	12666	// No children have started. We need to check if they _can_	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	meson/version.py	26		CODE

jarro2783/cxxopts

Open-Source Code Quality, Security and Technical Debt Review