bloomberg/memray

7.3

Adjusted Score

7.3

Raw Score

100%

Time Factor

2026-07-31

Last Push

15.2K

Stars

Python

Language

80.1K

Lines of Code

259

Files

599

Pattern Hits

2026-08-02

Scan Date

0.02

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 4MEDIUM 15LOW 580

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 599 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers446 hits · 385 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_utils.py	10	def test_filters_for_valloc_and_free(self):	CODE
LOW	tests/test_utils.py	21	def test_filters_based_on_addresses(self):	CODE
LOW	tests/test_utils.py	33	def test_free_records_with_valid_addresses_that_dont_match_do_not_appear(self):	CODE
LOW	tests/test_utils.py	47	def test_free_records_with_unmatched_addresses_do_not_appear(self):	CODE
LOW	tests/test_utils.py	63	def test_holds_values_at_correct_names(self):	CODE
LOW	tests/conftest.py	55	def pytest_collection_modifyitems(config, items):	CODE
LOW	tests/utils.py	15	def filter_relevant_allocations(records, ranged=False):	CODE
LOW	tests/utils.py	32	def filter_relevant_pymalloc_allocations(records, size):	CODE
LOW	tests/unit/test_stats_reporter.py	22	def _generate_mock_allocations(	CODE
LOW	tests/unit/test_stats_reporter.py	129	def test_get_histogram_databins():	CODE
LOW	tests/unit/test_stats_reporter.py	164	def test_get_histogram_databins_rounding():	CODE
LOW	tests/unit/test_stats_reporter.py	198	def test_get_histogram_over_bound():	CODE
LOW	tests/unit/test_stats_reporter.py	226	def test_get_histogram_all_allocations_same_size():	CODE
LOW	tests/unit/test_stats_reporter.py	248	def test_get_histogram_databins_invalid_bins():	CODE
LOW	tests/unit/test_stats_reporter.py	292	def test_draw_histogram_smaller_scale_factor():	CODE
LOW	tests/unit/test_stats_reporter.py	332	def test_draw_histogram_invalid_input():	CODE
LOW	tests/unit/test_reader.py	12	def test_rejects_different_header_magic(tmp_path):	CODE
LOW	tests/unit/test_reader.py	33	def test_rejects_different_header_version(tmp_path):	CODE
LOW	tests/unit/test_reader.py	54	def test_filereader_fails_to_open_file(tmp_path):	CODE
LOW	tests/unit/test_templates.py	22	def test_title_for_regular_report(kind, show_memory_leaks, inverted, expected):	CODE
LOW	tests/unit/test_templates.py	35	def test_html_report_escaping(kind):	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	31	def contribution_by_location_and_allocator(allocations):	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	44	def test_no_allocations_at_start():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	56	def test_one_allocation_is_both_high_water_mark_and_leaked():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	77	def test_one_freed_allocation_is_high_water_mark_but_not_leaked():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	101	def test_zero_byte_allocation():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	123	def test_freeing_one_of_two_high_water_mark_allocations_at_the_same_location():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	148	def test_freeing_one_of_two_high_water_mark_allocations_at_different_locations():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	180	def test_allocation_freed_before_high_water_mark():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	205	def test_allocation_made_and_leaked_after_high_water_mark():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	237	def test_allocation_made_and_freed_after_high_water_mark():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	271	def test_allocation_made_and_freed_between_high_water_marks():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	309	def test_allocation_made_between_high_water_marks_and_freed_after_high_water_mark():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	348	def test_allocation_made_between_high_water_marks_and_leaked():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	381	def test_different_allocators_at_one_location():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	407	def test_same_stack_in_different_threads():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	439	def test_completely_freed_range():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	487	def test_shrunk_then_freed_range():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	538	def test_split_then_freed_range():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	565	def test_reporting_on_true_high_water_mark_that_was_in_a_past_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	609	def test_one_allocation_before_first_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	632	def test_one_allocation_after_first_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	656	def test_one_allocation_freed_at_high_water_mark_in_second_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	682	def test_two_allocations_in_different_snapshots():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	720	def test_one_allocation_freed_before_high_water_mark_in_second_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	760	def test_allocations_freed_over_two_snapshots():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	792	def test_allocations_freed_over_two_non_adjacent_snapshots():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	826	def test_allocation_after_high_water_mark_in_current_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	853	def test_allocation_after_high_water_mark_in_historical_snapshot():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	881	def test_allocation_and_deallocation_after_high_water_mark():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	912	def test_allocation_and_deallocation_across_multiple_snapshots():	CODE
LOW	tests/unit/test_high_water_mark_aggregator.py	946	def test_allocation_and_deallocation_across_multiple_snapshots_with_other_allocators():	CODE
LOW	tests/unit/test_transform_reporter.py	66	def test_single_native_allocation(self):	CODE
LOW	tests/unit/test_transform_reporter.py	100	def test_multiple_allocations(self):	CODE
LOW	tests/unit/test_transform_reporter.py	241	def test_single_native_allocation(self):	CODE
LOW	tests/unit/test_transform_reporter.py	271	def test_multiple_allocations(self):	CODE
LOW	tests/unit/test_transform_reporter.py	344	def test_multiple_stack_frames(self):	CODE
LOW	tests/unit/test_transform_reporter.py	418	def test_stacks_are_written_root_to_leaf(self):	CODE
LOW	tests/unit/test_transform_reporter.py	455	def test_identical_stacks_are_aggregated(self):	CODE
LOW	tests/unit/test_transform_reporter.py	502	def test_stacks_preserve_allocation_order(self):	CODE
386 more matches not shown…

Over-Commented Block44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	41	add_compile_definitions(_FILE_OFFSET_BITS=64)	COMMENT
LOW	asv.conf.json	21	// Customizable commands for building, installing, and	COMMENT
LOW	asv.conf.json	41		COMMENT
LOW	asv.conf.json	61	// dependency packages in the specified order	COMMENT
LOW	asv.conf.json	81	// from the set to test. Each entry is a dictionary containing additional	COMMENT
LOW	asv.conf.json	101	// "exclude": [	COMMENT
LOW	asv.conf.json	121	// The directory (relative to the current directory) that raw benchmark	COMMENT
LOW	asv.conf.json	141	// regressions. The default is to start from the first commit	COMMENT
LOW	tests/integration/native_extension/native_ext.c	1	#define PY_SSIZE_T_CLEAN	COMMENT
LOW	docs/conf.py	81	# -- Improving man page generation ----------------------------------------------------	COMMENT
LOW	benchmarks/benchmarking/cases/regex_v8_base.py	1	# Copyright 2009 the V8 project authors. All rights reserved.	COMMENT
LOW	benchmarks/benchmarking/cases/regex_v8_base.py	21	# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT	COMMENT
LOW	benchmarks/benchmarking/cases/go_base.py	421	# text = input('?').strip()	COMMENT
LOW	benchmarks/benchmarking/cases/regex_v8_memray.py	1	# Copyright 2009 the V8 project authors. All rights reserved.	COMMENT
LOW	benchmarks/benchmarking/cases/regex_v8_memray.py	21	# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT	COMMENT
LOW	benchmarks/benchmarking/cases/go_memray.py	421		COMMENT
LOW	…arking/cases/docutils_data/docs/dev/enthought-plan.txt	181	Python doesn't have multi-line comments; only single-line. A similar	COMMENT
LOW	src/memray/_memray/source.cpp	1	#define PY_SSIZE_T_CLEAN	COMMENT
LOW	src/memray/_memray/record_reader.cpp	1	#define __STDC_FORMAT_MACROS	COMMENT
LOW	src/memray/_memray/sink.cpp	1	#define PY_SSIZE_T_CLEAN	COMMENT
LOW	src/memray/_memray/hooks.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/hooks.h	21	#include <dlfcn.h>	COMMENT
LOW	src/memray/_memray/macho_shenanigans.cpp	81	}	COMMENT
LOW	src/memray/_memray/macho_shenanigans.cpp	101	// This means that the address of the GOT entry can be calculated as:	COMMENT
LOW	src/memray/_memray/macho_shenanigans.cpp	181	static_assert(1 << 12 == 4 * 1024);	COMMENT
LOW	src/memray/_memray/elf_utils.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/record_writer.cpp	1	#include "record_writer.h"	COMMENT
LOW	src/memray/_memray/record_writer.cpp	101	// LRU Pointer Cache System	COMMENT
LOW	src/memray/_memray/record_writer.cpp	381	//	COMMENT
LOW	src/memray/_memray/record_reader.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/tracking_api.cpp	1	#define PY_SSIZE_T_CLEAN	COMMENT
LOW	src/memray/_memray/tracking_api.cpp	161	// constructed. That's normally great, but we need to prevent that from	COMMENT
LOW	src/memray/_memray/tracking_api.cpp	221	// Threads' initial stacks can have calls to sys.settrace tracing	COMMENT
LOW	src/memray/_memray/snapshot.cpp	341	UsageHistory::recordContributionsToCompletedSnapshots(	COMMENT
LOW	src/memray/_memray/tracking_api.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/tracking_api.h	21		COMMENT
LOW	src/memray/_memray/native_resolver.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/macho_utils.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/lz4_stream.h	1	// Copyright (c) 2015, Kasper Laudrup <laudrup@stacktrace.dk>	COMMENT
LOW	src/memray/_memray/lz4_stream.h	21	// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR	COMMENT
LOW	src/memray/_memray/snapshot.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/snapshot.h	321	size_t current_peak) const;	COMMENT
LOW	src/memray/_memray/records.h	1	#pragma once	COMMENT
LOW	src/memray/_memray/records.h	21	const int CURRENT_HEADER_VERSION = 12;	COMMENT

Unused Imports35 hits · 35 pts

Severity	File	Line	Context
LOW	benchmarks/benchmarking/cases/raytrace_memray.py	15	CODE
LOW	benchmarks/benchmarking/cases/json_dumps_base.py	2	CODE
LOW	benchmarks/benchmarking/cases/docutils_html_base.py	7	CODE
LOW	benchmarks/benchmarking/cases/docutils_html_base.py	12	CODE
LOW	src/memray/_metadata.py	1	CODE
LOW	src/memray/__init__.py	1	CODE
LOW	src/memray/__init__.py	2	CODE
LOW	src/memray/__init__.py	3	CODE
LOW	src/memray/__init__.py	4	CODE
LOW	src/memray/__init__.py	5	CODE
LOW	src/memray/__init__.py	6	CODE
LOW	src/memray/__init__.py	7	CODE
LOW	src/memray/__init__.py	8	CODE
LOW	src/memray/__init__.py	9	CODE
LOW	src/memray/__init__.py	10	CODE
LOW	src/memray/__init__.py	11	CODE
LOW	src/memray/__init__.py	12	CODE
LOW	src/memray/__init__.py	13	CODE
LOW	src/memray/__init__.py	14	CODE
LOW	src/memray/__init__.py	15	CODE
LOW	src/memray/__init__.py	16	CODE
LOW	src/memray/_test.py	4	CODE
LOW	src/memray/_test.py	5	CODE
LOW	src/memray/_test.py	6	CODE
LOW	src/memray/_test.py	7	CODE
LOW	src/memray/_test.py	8	CODE
LOW	src/memray/_test.py	9	CODE
LOW	src/memray/_test.py	10	CODE
LOW	src/memray/_test.py	11	CODE
LOW	src/memray/_test.py	12	CODE
LOW	src/memray/_test.py	13	CODE
LOW	src/memray/_test.py	14	CODE
LOW	src/memray/_test.py	15	CODE
LOW	src/memray/commands/attach.py	1	CODE
LOW	src/memray/reporters/tree.py	18	CODE

Deep Nesting29 hits · 29 pts

Severity	File	Line	Context
LOW	tests/utils.py	15	CODE
LOW	tests/utils.py	32	CODE
LOW	tests/integration/test_native_tracking.py	23	CODE
LOW	tests/integration/test_socket.py	362	CODE
LOW	tests/integration/test_attach.py	167	CODE
LOW	benchmarks/benchmarking/cases/meteor_context_base.py	113	CODE
LOW	benchmarks/benchmarking/cases/meteor_context_base.py	157	CODE
LOW	benchmarks/benchmarking/cases/meteor_context_memray.py	117	CODE
LOW	benchmarks/benchmarking/cases/meteor_context_memray.py	161	CODE
LOW	benchmarks/benchmarking/cases/hexion_base.py	234	CODE
LOW	benchmarks/benchmarking/cases/hexion_base.py	374	CODE
LOW	benchmarks/benchmarking/cases/hexion_base.py	148	CODE
LOW	benchmarks/benchmarking/cases/go_base.py	43	CODE
LOW	benchmarks/benchmarking/cases/go_base.py	69	CODE
LOW	benchmarks/benchmarking/cases/go_base.py	240	CODE
LOW	benchmarks/benchmarking/cases/go_base.py	258	CODE
LOW	benchmarks/benchmarking/cases/hexion_memray.py	237	CODE
LOW	benchmarks/benchmarking/cases/hexion_memray.py	377	CODE
LOW	benchmarks/benchmarking/cases/hexion_memray.py	151	CODE
LOW	benchmarks/benchmarking/cases/go_memray.py	47	CODE
LOW	benchmarks/benchmarking/cases/go_memray.py	73	CODE
LOW	benchmarks/benchmarking/cases/go_memray.py	244	CODE
LOW	benchmarks/benchmarking/cases/go_memray.py	262	CODE
LOW	benchmarks/benchmarking/cases/telco_memray.py	35	CODE
LOW	src/memray/_ipython/flamegraph.py	142	CODE
LOW	src/memray/commands/run.py	40	CODE
LOW	src/memray/commands/run.py	113	CODE
LOW	src/memray/commands/common.py	141	CODE
LOW	src/memray/reporters/frame_tools.py	38	CODE

Self-Referential Comments7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/test_reader.py	18	# Create a valid allocation record file	COMMENT
MEDIUM	tests/unit/test_reader.py	39	# Create a valid allocation record file	COMMENT
MEDIUM	tests/integration/test_object_tracking.py	9	# Define a decorator for tests that require Python 3.13+	COMMENT
MEDIUM	tests/integration/test_object_tracking.py	15	# Define a decorator for tests that verify version-check errors on older Python	COMMENT
MEDIUM	tests/integration/test_object_tracking.py	49	# Create a tracker without reference tracking (should work on all versions)	COMMENT
MEDIUM	tests/integration/test_object_tracking.py	65	# Create a tracker without reference tracking	COMMENT
MEDIUM	tests/integration/test_object_tracking.py	298	# Create an object in this thread	COMMENT

Decorative Section Separators5 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	…rks/benchmarking/cases/docutils_data/docs/dev/todo.txt	807	# =================	COMMENT
MEDIUM⚡	src/memray/_memray/record_writer.cpp	383	// ┌─┬─────┬─────┐	COMMENT
MEDIUM⚡	src/memray/_memray/record_writer.cpp	385	// └─┴─────┴─────┘	COMMENT
MEDIUM⚡	src/memray/_memray/record_writer.cpp	390	// │ └──────── Pointer cache index (0-15):	COMMENT
MEDIUM⚡	src/memray/_memray/record_writer.cpp	393	// └──────────── Record type marker (always 1 for ALLOCATION)	COMMENT

Cross-File Repetition4 hits · 20 pts

Severity	File	Snippet	Context
HIGH	src/memray/_ipython/flamegraph.py	report temporary allocations, as opposed to leaked allocations or high watermark allocations. an allocation is considere	STRING
HIGH	src/memray/commands/tree.py	report temporary allocations, as opposed to leaked allocations or high watermark allocations. an allocation is considere	STRING
HIGH	src/memray/commands/summary.py	report temporary allocations, as opposed to leaked allocations or high watermark allocations. an allocation is considere	STRING
HIGH	src/memray/commands/common.py	report temporary allocations, as opposed to leaked allocations or high watermark allocations. an allocation is considere	STRING

Modern Structural Boilerplate7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	src/memray/__init__.py	18	__all__ = [	CODE
LOW	src/memray/_test.py	59	__all__ = [	CODE
LOW	src/memray/_ipython/__init__.py	10	__all__ = ["load_ipython_extension"]	CODE
LOW	src/memray/reporters/tree.py	95	async def update_text_area(self) -> None:	CODE
LOW	src/memray/reporters/_textual_hacks.py	23	def update_key_description(bindings: Bindings, key: str, description: str) -> None:	CODE
LOW	src/memray/reporters/tui.py	626	def update_label(self) -> None:	CODE
LOW	src/memray/reporters/tui.py	684	def update_sort_key(self, col_number: int) -> None:	CODE

Overly Generic Function Names9 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	tests/integration/test_tracking.py	789	def test_function():	CODE
LOW	tests/integration/test_tracking.py	830	def test_function():	CODE
LOW	tests/integration/test_tracking.py	862	def test_function():	CODE
LOW	tests/integration/test_tracking.py	960	def test_function():	CODE
LOW	tests/integration/test_tracking.py	985	def test_function():	CODE
LOW	tests/integration/test_tracking.py	438	def test_function():	STRING
LOW	tests/integration/test_tracking.py	475	def test_function():	STRING
LOW	tests/integration/test_tracking.py	513	def test_function():	STRING
LOW	docs/tutorials/exercise_2/holding_onto_memory.py	35	def process_data() -> np.ndarray:	CODE

Fake / Example Data4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…mray/reporters/templates/assets/temporal_flamegraph.js	9	*/t=e.nmd(t),function(){var i,o="Expected a function",u="__lodash_hash_undefined__",a="__lodash_placeholder__",c=16,l=3	COMMENT
LOW	src/memray/reporters/templates/assets/table.js	9	*/n=r.nmd(n),function(){var u,i="Expected a function",o="__lodash_hash_undefined__",a="__lodash_placeholder__",f=16,c=3	COMMENT
LOW	src/memray/reporters/templates/assets/flamegraph.js	9	*/t=e.nmd(t),function(){var i,o="Expected a function",u="__lodash_hash_undefined__",a="__lodash_placeholder__",c=16,f=3	COMMENT
LOW	…memray/reporters/templates/assets/flamegraph_common.js	9	*/t=r.nmd(t),function(){var i,u="Expected a function",o="__lodash_hash_undefined__",a="__lodash_placeholder__",f=16,c=3	COMMENT

AI Slop Vocabulary3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	6263	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE
MEDIUM	package-lock.json	11827	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE
LOW	src/memray/_ipython/flamegraph.py	151	# It already printed a message, just return control to IPython.	COMMENT

Excessive Try-Catch Wrapping4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/integration/test_attach.py	192	except Exception:	STRING
LOW	src/memray/commands/attach.py	268	except Exception as exc:	CODE
LOW	src/memray/commands/attach.py	283	except Exception as exc:	STRING
MEDIUM	src/memray/commands/attach.py	265	def thread_body():	CODE

AI Structural Patterns2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/test_tui_reporter.py	161		CODE
LOW	…/tutorials/solutions/exercise_2/holding_onto_memory.py	56		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings