3.5

Adjusted Signal

3.5

Raw Pattern Score

100%

Time Factor

2026-10-15

Last Push

12.2K

Stars

C++

Language

791.8K

Lines of Code

3.1K

Files

2.2K

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 13.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2034 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 30 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 131 finding(s).

PR Review Velocity Impact 16.5/100 · LOW

Which changes need focused human review? 2195 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 2HIGH 1MEDIUM 319LOW 1873

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 2195 distinct pattern matches across 16 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 Block1816 hits · 1678 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	1	# -------------------------------------------------------------------	COMMENT
LOW	CMakeLists.txt	201	##! Msvc flags info	COMMENT
LOW	3rd-party/doctest/doctest.h	1	// ====================================================================== lgtm [cpp/missing-header-guard]	COMMENT
LOW	3rd-party/doctest/doctest.h	21	// which uses the Boost Software License - Version 1.0	COMMENT
LOW	3rd-party/doctest/doctest.h	41		COMMENT
LOW	3rd-party/doctest/doctest.h	61	// ideas for the version stuff are taken from here: https://github.com/cxxstuff/cxx_detect	COMMENT
LOW	3rd-party/doctest/doctest.h	81	#ifndef DOCTEST_MSVC	COMMENT
LOW	3rd-party/doctest/doctest.h	101	DOCTEST_CLANG_SUPPRESS_WARNING_PUSH DOCTEST_CLANG_SUPPRESS_WARNING(w)	COMMENT
LOW	3rd-party/doctest/doctest.h	121	#endif // DOCTEST_GCC	COMMENT
LOW	3rd-party/doctest/doctest.h	181	DOCTEST_MSVC_SUPPRESS_WARNING(26439) // This kind of function may not throw. Declare it 'noexcept'	COMMENT
LOW	3rd-party/doctest/doctest.h	221	#define DOCTEST_MAKE_STD_HEADERS_CLEAN_FROM_WARNINGS_ON_WALL_END DOCTEST_MSVC_SUPPRESS_WARNING_POP	COMMENT
LOW	3rd-party/doctest/doctest.h	241	#if DOCTEST_MSVC && !defined(DOCTEST_CONFIG_WINDOWS_SEH)	COMMENT
LOW	3rd-party/doctest/doctest.h	261		COMMENT
LOW	3rd-party/doctest/doctest.h	281	#define DOCTEST_SYMBOL_EXPORT __attribute__((dllexport))	COMMENT
LOW	3rd-party/doctest/doctest.h	301	#if DOCTEST_MSVC	COMMENT
LOW	3rd-party/doctest/doctest.h	321	#endif // DOCTEST_NORETURN	COMMENT
LOW	3rd-party/doctest/doctest.h	341	// =================================================================================================	COMMENT
LOW	3rd-party/doctest/doctest.h	361	#ifdef __MAC_OS_X_VERSION_MIN_REQUIRED	COMMENT
LOW	3rd-party/doctest/doctest.h	381	// Break at the location of the failing check if possible	COMMENT
LOW	3rd-party/doctest/doctest.h	401	#define DOCTEST_BREAK_INTO_DEBUGGER() (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	461		COMMENT
LOW	3rd-party/doctest/doctest.h	1241	//DOCTEST_MSVC_SUPPRESS_WARNING(4805) // 'operation' : unsafe mix of type 'type' and type 'type' in operation	COMMENT
LOW	3rd-party/doctest/doctest.h	2201	#endif // DOCTEST_CONFIG_SUPER_FAST_ASSERTS	COMMENT
LOW	3rd-party/doctest/doctest.h	2261		COMMENT
LOW	3rd-party/doctest/doctest.h	2281	#define DOCTEST_WARN_THROWS_AS_MESSAGE(expr, ex, ...) do { DOCTEST_INFO(__VA_ARGS__); DOCTEST_WARN_THROWS_AS(expr, ex);	COMMENT
LOW	3rd-party/doctest/doctest.h	2321	#define DOCTEST_UNARY_ASSERT(assert_type, ...) \	COMMENT
LOW	3rd-party/doctest/doctest.h	2341	#define DOCTEST_REQUIRE_GE(...) DOCTEST_BINARY_ASSERT(DT_REQUIRE_GE, ge, __VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2361	#undef DOCTEST_WARN_THROWS_WITH	COMMENT
LOW	3rd-party/doctest/doctest.h	2381	#undef DOCTEST_CHECK_THROWS_WITH_AS_MESSAGE	COMMENT
LOW	3rd-party/doctest/doctest.h	2401	#define DOCTEST_WARN_NOTHROW(...) (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	2421	#else // DOCTEST_CONFIG_NO_EXCEPTIONS_BUT_WITH_ALL_ASSERTS	COMMENT
LOW	3rd-party/doctest/doctest.h	2501	#define DOCTEST_TEST_SUITE_END typedef int DOCTEST_ANONYMOUS(DOCTEST_ANON_FOR_SEMICOLON_)	COMMENT
LOW	3rd-party/doctest/doctest.h	2521	#define DOCTEST_REQUIRE(...) (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	2541	#define DOCTEST_REQUIRE_THROWS_WITH(expr, ...) (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	2561	#define DOCTEST_WARN_NOTHROW_MESSAGE(expr, ...) (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	2581	#define DOCTEST_CHECK_LE(...) (static_cast<void>(0))	COMMENT
LOW	3rd-party/doctest/doctest.h	2601	#define DOCTEST_FAST_WARN_GT DOCTEST_WARN_GT	COMMENT
LOW	3rd-party/doctest/doctest.h	2621	#define DOCTEST_TEST_CASE_TEMPLATE_INSTANTIATE(id, ...) DOCTEST_TEST_CASE_TEMPLATE_INVOKE(id,__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2641	#define TEST_CASE(name) DOCTEST_TEST_CASE(name)	COMMENT
LOW	3rd-party/doctest/doctest.h	2661	#define MESSAGE(...) DOCTEST_MESSAGE(__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2681	#define REQUIRE_FALSE(...) DOCTEST_REQUIRE_FALSE(__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2701	#define CHECK_NOTHROW_MESSAGE(expr, ...) DOCTEST_CHECK_NOTHROW_MESSAGE(expr, __VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2721	#define CHECK_EQ(...) DOCTEST_CHECK_EQ(__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2741	#define WARN_UNARY_FALSE(...) DOCTEST_WARN_UNARY_FALSE(__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2761	#define FAST_WARN_LE(...) DOCTEST_FAST_WARN_LE(__VA_ARGS__)	COMMENT
LOW	3rd-party/doctest/doctest.h	2901	DOCTEST_MSVC_SUPPRESS_WARNING(26812) // Prefer 'enum class' over 'enum'	COMMENT
LOW	3rd-party/doctest/doctest.h	2921	#include <iostream>	COMMENT
LOW	3rd-party/doctest/doctest.h	2941		COMMENT
LOW	3rd-party/doctest/doctest.h	2961		COMMENT
LOW	3rd-party/doctest/doctest.h	2981	#define DOCTEST_BRANCH_ON_DISABLED(if_disabled, if_not_disabled) if_not_disabled	COMMENT
LOW	3rd-party/doctest/doctest.h	3001	#define DOCTEST_MULTI_LANE_ATOMICS_CACHE_LINE_SIZE 64	COMMENT
LOW	3rd-party/tbb/python/setup.py	1	#!/usr/bin/env python	COMMENT
LOW	3rd-party/tbb/python/TBB.py	1	#!/usr/bin/env python	COMMENT
LOW	3rd-party/tbb/python/tbb/__init__.py	1	#!/usr/bin/env python	COMMENT
LOW	3rd-party/tbb/python/tbb/test.py	1	#!/usr/bin/env python	COMMENT
LOW	3rd-party/tbb/python/tbb/test.py	21	#	COMMENT
LOW	3rd-party/tbb/python/tbb/pool.py	1	#!/usr/bin/env python	COMMENT
LOW	3rd-party/tbb/python/tbb/pool.py	21	#	COMMENT
LOW	3rd-party/tbb/python/tbb/pool.py	41	# OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)	COMMENT
LOW	3rd-party/tbb/python/tbb/__main__.py	1	#!/usr/bin/env python	COMMENT
1756 more matches not shown…

AI Slop Vocabulary187 hits · 560 pts

Severity	File	Line	Snippet	Context
MEDIUM	3rd-party/tbb/src/test/test_cilk_interop.cpp	18	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_concurrent_map.cpp	23	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_blocked_range2d.cpp	105	#include "harness.h"	COMMENT
MEDIUM	…-party/tbb/src/test/test_concurrent_priority_queue.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_semaphore.cpp	38	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_intrusive_list.cpp	18	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_eh_algorithms.cpp	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_ittnotify.cpp	24	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_handle_perror.cpp	24	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/harness_concurrency_tracker.h	32	#include "harness.h" // for Harness::NoCopy	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_task_scheduler_observer.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_flow_graph_whitebox.cpp	30	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_critical_section.cpp	24	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_mutex_native_threads.cpp	26	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_hw_concurrency.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_hw_concurrency.cpp	27	#include "harness.h"	COMMENT
MEDIUM	…party/tbb/src/test/test_parallel_for_vectorization.cpp	34	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_partitioner.h	27	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_tick_count.cpp	60	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_streaming_node.cpp	32	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_streaming_node.cpp	912	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_concurrent_hash_map.cpp	80	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_malloc_overload_disable.cpp	18	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_model_plugin.cpp	25	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_model_plugin.cpp	36	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_model_plugin.cpp	117	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_tuple.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_task_scheduler_init.cpp	44	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_eh_flow_graph.cpp	30	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_openmp.cpp	104	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_openmp.cpp	203	// For the purpose of testing, assume that OpenMP and TBB should utilize the same # of threads.	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_input_node.cpp	19	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_inits_loop.cpp	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_inits_loop.cpp	84	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_flow_graph_priorities.cpp	610	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/harness_inject_scheduler.h	67	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_source_node.cpp	22	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_buffer_node.cpp	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_parallel_while.cpp	18	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_blocked_range3d.cpp	131	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_tbb_header.cpp	128	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_malloc_atexit.cpp	51	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_malloc_atexit.cpp	137	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_aligned_space.cpp	67	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_static_assert.cpp	71	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_parallel_scan.cpp	31	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_continue_node.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_dynamic_link.cpp	57	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_malloc_pools.cpp	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_container_move_support.h	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_task_arena.cpp	44	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_parallel_do.cpp	20	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_aggregator.cpp	22	#include "harness.h"	COMMENT
MEDIUM	…party/tbb/src/test/test_enumerable_thread_specific.cpp	38	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_pipeline_with_tbf.cpp	23	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_broadcast_node.cpp	21	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_malloc_init_shutdown.cpp	22	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_tbb_fork.cpp	29	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_lambda.cpp	22	#include "harness.h"	COMMENT
MEDIUM	3rd-party/tbb/src/test/test_lambda.cpp	46	#include "harness.h"	COMMENT
127 more matches not shown…

Decorative Section Separators127 hits · 393 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	CMakeLists.txt	288	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	290	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	295	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	297	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	316	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	318	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	323	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	325	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	330	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	332	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	338	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	340	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	346	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	348	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	354	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	356	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	1	# -------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	24	# -------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	114	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	117	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	139	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	141	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	160	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	162	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	244	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	246	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	400	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	402	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	3rd-party/eigen-3.3.7/lapack/CMakeLists.txt	439	# ==============================================================================	COMMENT
MEDIUM	unittests/test_utility.cpp	801	// ── empty range ───────────────────────────────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	811	// ── single iteration ──────────────────────────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	823	// ── exact indices, step = 1 ───────────────────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	834	// ── step > 1, evenly divisible ────────────────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	845	// ── step > 1, NOT divisible (ceil semantics) ──────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	869	// ── step >= range ─────────────────────────────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	880	// ── left-to-right execution order ─────────────────────────────────	COMMENT
MEDIUM⚡	unittests/test_utility.cpp	891	// ── value-category of the index passed to f ───────────────────────	COMMENT
MEDIUM⚡	unittests/test_utility.cpp	901	// ── return value of f is discarded ────────────────────────────────	COMMENT
MEDIUM⚡	unittests/test_utility.cpp	908	// ── different index types ─────────────────────────────────────────	COMMENT
MEDIUM⚡	unittests/test_utility.cpp	917	// ── nesting (the common HPC register-tile pattern) ────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	930	// ── constexpr / compile-time evaluation ───────────────────────────	COMMENT
MEDIUM	unittests/test_utility.cpp	948	// ── original cumulative baseline (preserved verbatim) ─────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	1991	// ── 1D: zero-size range ─────────────────────────────────────────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2004	// ── 2D: outermost dim zero → size()=0, callback never fires ─────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2021	// ── 2D: innermost dim zero → size()=5, active dim0 only ─────────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2048	// ── 3D: middle dim zero → size()=4, active dim0 only ────────────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2079	// ── 3D: innermost dim zero → size()=15, active dim0 x dim1 ─────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2109	// ── 5D: zero at d=2 → size()=12, active dim0 x dim1 ────────────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2147	// ── 5D: outermost dim zero → size()=0, callback never fires ─────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2167	// ── 9D: zero at d=4 → size()=16, active dim0..dim3 ──────────────────────	COMMENT
MEDIUM	unittests/test_for_each.cpp	2200	// ── 11D: multiple zeros (d=3 and d=7) → size()=8, active dim0..dim2 ─────	COMMENT
MEDIUM	docs/ExamplesConv2D.html	173	<div class="line"> <span class="comment">// ── image dimensions ──────────────────────────────────────────────────────<	CODE
MEDIUM	docs/ExamplesConv2D.html	177	<div class="line"> <span class="comment">// ── input image (row-major, single channel) ───────────────────────────────<	CODE
MEDIUM	docs/ExamplesConv2D.html	189	<div class="line"> <span class="comment">// ── 3x3 Gaussian blur kernel (normalised by 1/16) ─────────────────────────<	CODE
MEDIUM	docs/ExamplesConv2D.html	199	<div class="line"> <span class="comment">// ── parallel 2D convolution ───────────────────────────────────────────────<	CODE
MEDIUM	docs/ExamplesStencil3D.html	250	<div class="line"><span class="comment">// ┌──────────────────────────┐</span></div>	CODE
MEDIUM	docs/ExamplesMakeGraph.html	225	<div class="line"> <span class="comment">// ── source/header leaf tasks ────────────────────────────────────</span></di	CODE
MEDIUM	docs/ExamplesMakeGraph.html	272	<div class="line"> <span class="comment">// ── link task ───────────────────────────────────────────────────</span></di	CODE
MEDIUM	docs/ExamplesMakeGraph.html	282	<div class="line"> <span class="comment">// ── wire the graph ──────────────────────────────────────────────</span></di	CODE
MEDIUM	docs/ExamplesSpeculativeExecution.html	191	<div class="line"><span class="comment">// ── Bloom filter ────────────────────────────────────────────────────</span></	CODE
67 more matches not shown…

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	docs/jquery.js	67	set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value	CODE
CRITICAL	docs/jquery.js	107	)&&(t.left+=l+i+h):0<r&&(0<(o=t.left-e.collisionPosition.marginLeft+l+i+h-o)\|\|D(o)<r)&&(t.left+=l+i+h)},top:function(t,e	CODE

Unused Imports17 hits · 17 pts

Severity	File	Line	Context
LOW	3rd-party/tbb/python/setup.py	19	CODE
LOW	3rd-party/tbb/python/setup.py	20	CODE
LOW	3rd-party/tbb/python/setup.py	24	CODE
LOW	3rd-party/tbb/python/TBB.py	18	CODE
LOW	3rd-party/tbb/python/TBB.py	19	CODE
LOW	3rd-party/tbb/python/TBB.py	19	CODE
LOW	3rd-party/tbb/python/tbb/__init__.py	18	CODE
LOW	3rd-party/tbb/python/tbb/__init__.py	26	CODE
LOW	3rd-party/tbb/python/tbb/__init__.py	28	CODE
LOW	3rd-party/tbb/python/tbb/test.py	48	CODE
LOW	3rd-party/tbb/python/tbb/test.py	52	CODE
LOW	3rd-party/tbb/python/tbb/test.py	53	CODE
LOW	3rd-party/tbb/python/tbb/pool.py	72	CODE
LOW	3rd-party/eigen-3.3.7/debug/gdb/printers.py	31	CODE
LOW	benchmarks/benchmarks.py	2	CODE
LOW	benchmarks/benchmarks.py	4	CODE
LOW	benchmarks/benchmarks.py	5	CODE

Verbosity Indicators9 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/tbb/src/rml/server/rml_server.cpp	2389	// We need to check if terminate is true or not before letting the thread go to sleep,	COMMENT
LOW	3rd-party/tbb/src/rml/server/rml_server.cpp	2426	// We need to check if terminate is true or not before letting the thread go to sleep,	COMMENT
LOW	…orted/Eigen/CXX11/src/Tensor/TensorContractionMapper.h	259	// On the right hand side we need to check if the contracting dimensions may have	COMMENT
LOW⚡	docs/ProjectMotivation.html	155	<div class="line"><span class="comment">// Step 1: run A sequentially (nothing can overlap)</span></div>	CODE
LOW⚡	docs/ProjectMotivation.html	159	<div class="line"><span class="comment">// Step 2: run B and C in parallel</span></div>	CODE
LOW⚡	docs/ProjectMotivation.html	165	<div class="line"><span class="comment">// Step 3: run D</span></div>	CODE
LOW	taskflow/algorithm/scan.hpp	45	// Step 1: Up-sweep	COMMENT
LOW⚡	taskflow/algorithm/scan.hpp	60	// Step 2: Propagate partial sums	COMMENT
LOW⚡	taskflow/algorithm/scan.hpp	65	// Step 3: Down-sweep	COMMENT

Fake / Example Data11 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	187	int dummy_key=0;	CODE
LOW	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	188	cache_type::handle h = cache[dummy_key];	CODE
LOW⚡	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	270	int dummy_key=1;	CODE
LOW⚡	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	272	ASSERT(dummy_function::_(dummy_key)==cache[dummy_key].value(),"cache operator() must return only values obta	CODE
LOW⚡	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	282	int dummy_key=0;	CODE
LOW⚡	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	283	cache[dummy_key];	CODE
LOW⚡	3rd-party/tbb/src/test/test_concurrent_lru_cache.cpp	284	cache[dummy_key];	CODE
LOW	docs/classtf_1_1FlowBuilder.js	33	[ "placeholder", "classtf_1_1FlowBuilder.html#acab0b4ac82260f47fdb36a3244ee3aaf", null ],	CODE
LOW	docs/search/all_19.js	80	['placeholder_77',['placeholder',['../classtf_1_1FlowBuilder.html#acab0b4ac82260f47fdb36a3244ee3aaf',1,'tf::FlowBuilde	CODE
LOW	docs/search/functions_f.js	8	['placeholder_5',['placeholder',['../classtf_1_1FlowBuilder.html#acab0b4ac82260f47fdb36a3244ee3aaf',1,'tf::FlowBuilder	CODE
LOW	taskflow/core/task.hpp	71	case TaskType::PLACEHOLDER: val = "placeholder"; break;	CODE

Structural Annotation Overuse6 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	docs/ProjectMotivation.html	155	<div class="line"><span class="comment">// Step 1: run A sequentially (nothing can overlap)</span></div>	CODE
LOW⚡	docs/ProjectMotivation.html	159	<div class="line"><span class="comment">// Step 2: run B and C in parallel</span></div>	CODE
LOW⚡	docs/ProjectMotivation.html	165	<div class="line"><span class="comment">// Step 3: run D</span></div>	CODE
LOW	taskflow/algorithm/scan.hpp	45	// Step 1: Up-sweep	COMMENT
LOW⚡	taskflow/algorithm/scan.hpp	60	// Step 2: Propagate partial sums	COMMENT
LOW⚡	taskflow/algorithm/scan.hpp	65	// Step 3: Down-sweep	COMMENT

Slop Phrases6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/tbb/examples/graph/stereo/lodepng.h	346	If you encode an image without alpha with palette, don't forget to put value 255 in each A byte of the palette.	CODE
LOW	3rd-party/tbb/examples/graph/stereo/lodepng.cpp	76	lodepng source code. Don't forget to remove "static" if you copypaste them	CODE
LOW	…examples/parallel_for/tachyon/msvs/uwp/DirectXBase.cpp	100	// Don't forget to declare your application's minimum required feature level in its	COMMENT
LOW	3rd-party/eigen-3.3.7/unsupported/test/mpreal/mpreal.h	444	// don't forget to call mpfr_free_cache() for every thread where you are using const-functions	COMMENT
MEDIUM	docs/DependentAsyncTasking.html	203	<p>Both <a class="el" href="classtf_1_1Executor.html#a0015352aa28b50251a970354a0c4a159" title="runs the given function a	CODE
MEDIUM	docs/StaticTasking.html	233	<p>You can attach custom data to a task using <a class="el" href="classtf_1_1Task.html#afd82ab6d6518d1142a72c4d2c97ff114	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	3rd-party/ff/stencilReduceOCL.hpp	1102	// force execution on the GPU - as many as requested by the co-allocation strategy	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	3rd-party/eigen-3.3.7/scripts/relicense.py	1	# This file is part of Eigen, a lightweight C++ template library	COMMENT
MEDIUM	3rd-party/eigen-3.3.7/debug/gdb/printers.py	2	# This file is part of Eigen, a lightweight C++ template library	COMMENT

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	3rd-party/tbb/python/tbb/__init__.py	242	CODE
LOW	3rd-party/tbb/python/tbb/pool.py	511	CODE
LOW	3rd-party/tbb/python/tbb/pool.py	604	CODE
LOW	benchmarks/benchmarks.py	52	CODE

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/tbb/python/tbb/__init__.py	227	except Exception as e:	CODE
MEDIUM	3rd-party/tbb/python/tbb/__init__.py	222	def init_sem_name():	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/eigen-3.3.7/test/hessenberg.cpp	49	// TODO: Add tests for packedMatrix() and householderCoefficients()	COMMENT
LOW	3rd-party/ff/svector.hpp	103	// TODO: implement swap and re-implement move constructor and move operator with swap	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	3rd-party/tbb/python/tbb/__init__.py	31	__all__ = ["Monkey", "is_active"] + api__all + pool__all	CODE
LOW	3rd-party/tbb/python/tbb/pool.py	74	__all__ = ["Pool", "TimeoutError"]	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	sandbox/sum.sh	28	# Output the results	COMMENT

taskflow/taskflow

Open-Source Code Quality, Security and Technical Debt Review