algorithmicsuperintelligence/openevolve

24.7

Adjusted Score

24.7

Raw Score

100%

Time Factor

2026-07-14

Last Push

6.7K

Stars

Python

Language

126.6K

Lines of Code

455

Files

2.3K

Pattern Hits

2026-07-14

Scan Date

0.38

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

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

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 1HIGH 171MEDIUM 194LOW 1919

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 2285 distinct pattern matches across 21 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.

Cross-File Repetition161 hits · 805 pts

Severity	File	Line	Snippet	Context
HIGH	examples/tsp_tour_minimization/utils/utils.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/function_minimization/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/task_adapter.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/fft_convolution/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/affine_transform_2d/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/eigenvectors_complex/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/convolve2d_full_fill/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/lu_factorization/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/psd_cone_projection/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/algotune/polynomial_real/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/claude_code_quickstart/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/online_judge_programming/evaluator.py	0	run a function with a timeout using subprocess. args: func: function to run args: arguments to pass to the function kwar	STRING
HIGH	examples/function_minimization/README.md	0	a simple random search algorithm that often gets stuck in local minima. args: iterations: number of iterations to run bo	STRING
HIGH	examples/function_minimization/initial_program.py	0	a simple random search algorithm that often gets stuck in local minima. args: iterations: number of iterations to run bo	STRING
HIGH	examples/claude_code_quickstart/initial_program.py	0	a simple random search algorithm that often gets stuck in local minima. args: iterations: number of iterations to run bo	STRING
HIGH	examples/function_minimization/evaluator.py	0	evaluate the program by running it multiple times and checking how close it gets to the known global minimum. args: prog	STRING
HIGH	examples/arc_benchmark/evaluator.py	0	evaluate the program by running it multiple times and checking how close it gets to the known global minimum. args: prog	STRING
HIGH	examples/claude_code_quickstart/evaluator.py	0	evaluate the program by running it multiple times and checking how close it gets to the known global minimum. args: prog	STRING
HIGH	examples/circle_packing/initial_program.py	0	visualize the circle packing args: centers: np.array of shape (n, 2) with (x, y) coordinates radii: np.array of shape (n	STRING
HIGH	examples/circle_packing/best_program.py	0	visualize the circle packing args: centers: np.array of shape (n, 2) with (x, y) coordinates radii: np.array of shape (n	STRING
HIGH	…mples/circle_packing_with_artifacts/initial_program.py	0	visualize the circle packing args: centers: np.array of shape (n, 2) with (x, y) coordinates radii: np.array of shape (n	STRING
HIGH	examples/algotune/task_adapter.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…es/algotune/fft_cmplx_scipy_fftpack/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…mples/algotune/fft_cmplx_scipy_fftpack/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/fft_convolution/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/fft_convolution/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…amples/algotune/affine_transform_2d/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/affine_transform_2d/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…mples/algotune/eigenvectors_complex/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/eigenvectors_complex/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…mples/algotune/convolve2d_full_fill/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/convolve2d_full_fill/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/lu_factorization/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/lu_factorization/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	…amples/algotune/psd_cone_projection/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/psd_cone_projection/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/polynomial_real/initial_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/polynomial_real/best_program.py	0	initial implementation of polynomial_real task. this will be evolved by openevolve to improve performance and correctnes	STRING
HIGH	examples/algotune/task_adapter.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…es/algotune/fft_cmplx_scipy_fftpack/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…mples/algotune/fft_cmplx_scipy_fftpack/best_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/fft_convolution/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/fft_convolution/best_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…amples/algotune/affine_transform_2d/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/affine_transform_2d/best_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…mples/algotune/eigenvectors_complex/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/eigenvectors_complex/best_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…mples/algotune/convolve2d_full_fill/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/lu_factorization/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	…amples/algotune/psd_cone_projection/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/psd_cone_projection/best_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/polynomial_real/initial_program.py	0	solve the polynomial_real problem. args: problem: dictionary containing problem data specific to polynomial_real returns	STRING
HIGH	examples/algotune/task_adapter.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	…es/algotune/fft_cmplx_scipy_fftpack/initial_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	…mples/algotune/fft_cmplx_scipy_fftpack/best_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	examples/algotune/fft_convolution/initial_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	examples/algotune/fft_convolution/best_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	…amples/algotune/affine_transform_2d/initial_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
HIGH	examples/algotune/affine_transform_2d/best_program.py	0	check if the provided solution is valid. args: problem: the original problem solution: the proposed solution returns: tr	STRING
101 more matches not shown…

Hyper-Verbose Identifiers522 hits · 520 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_template_dir_resolution.py	16	def test_relative_template_dir_resolved_to_config_location(self):	CODE
LOW	tests/test_template_dir_resolution.py	39	def test_absolute_template_dir_unchanged(self):	CODE
LOW	tests/test_template_dir_resolution.py	59	def test_null_template_dir_unchanged(self):	CODE
LOW	tests/test_template_dir_resolution.py	78	def test_nested_relative_template_dir(self):	CODE
LOW	tests/test_orphan_program_removal.py	48	def test_true_orphan_is_removed(self):	CODE
LOW⚡	tests/test_orphan_program_removal.py	65	def test_island_member_is_kept(self):	CODE
LOW⚡	tests/test_orphan_program_removal.py	73	def test_cell_owner_in_other_island_is_kept(self):	CODE
LOW⚡	tests/test_orphan_program_removal.py	81	def test_missing_program_is_noop(self):	CODE
LOW⚡	tests/test_orphan_program_removal.py	86	def test_orphan_removal_clears_stale_island_best(self):	CODE
LOW	tests/test_orphan_program_removal.py	126	def test_displaced_program_removed_on_replacement(self):	CODE
LOW	tests/test_orphan_program_removal.py	138	def test_no_zombie_accumulation_over_many_replacements(self):	CODE
LOW	tests/test_orphan_program_removal.py	151	def test_displaced_program_removed_from_archive(self):	CODE
LOW	tests/test_orphan_program_removal.py	160	def test_worse_program_does_not_displace_owner(self):	CODE
LOW	tests/test_cli_model_override.py	14	def test_rebuild_models_with_both_models(self):	CODE
LOW	tests/test_cli_model_override.py	38	def test_rebuild_models_primary_only(self):	CODE
LOW	tests/test_cli_model_override.py	49	def test_rebuild_models_with_weights(self):	CODE
LOW	tests/test_cli_model_override.py	63	def test_rebuild_models_zero_weight_secondary(self):	CODE
LOW	tests/test_cli_model_override.py	76	def test_rebuild_preserves_shared_config(self):	CODE
LOW	tests/test_cli_model_override.py	89	def test_rebuild_models_with_config_file_override(self):	CODE
LOW	tests/test_cli_model_override.py	121	def test_evaluator_models_updated_after_rebuild(self):	STRING
LOW	tests/test_utils.py	172	def get_evolution_test_program():	CODE
LOW	tests/test_utils.py	181	def get_evolution_test_evaluator():	STRING
LOW	tests/test_iteration_counting.py	47	def test_fresh_start_iteration_counting(self):	CODE
LOW	tests/test_iteration_counting.py	81	def test_resume_iteration_counting(self):	CODE
LOW	tests/test_iteration_counting.py	114	def test_checkpoint_boundary_conditions(self):	CODE
LOW	tests/test_database.py	84	def test_island_operations_basic(self):	CODE
LOW	tests/test_database.py	127	def test_feature_coordinates_calculation(self):	CODE
LOW	tests/test_database.py	147	def test_feature_map_operations(self):	CODE
LOW	tests/test_database.py	207	def test_get_top_programs_with_metrics(self):	CODE
LOW	tests/test_database.py	253	def test_best_program_tracking(self):	CODE
LOW	tests/test_database.py	275	def test_population_limit_enforcement(self):	CODE
LOW	tests/test_database.py	297	def test_calculate_complexity_bin_adaptive(self):	CODE
LOW	tests/test_database.py	331	def test_calculate_complexity_bin_cold_start(self):	CODE
LOW	tests/test_database.py	347	def test_calculate_diversity_bin_adaptive(self):	CODE
LOW	tests/test_database.py	383	def test_calculate_diversity_bin_cold_start(self):	CODE
LOW	tests/test_database.py	399	def test_calculate_diversity_bin_identical_programs(self):	CODE
LOW	tests/test_database.py	414	def test_fast_code_diversity_function(self):	CODE
LOW	tests/test_database.py	434	def test_diversity_feature_integration(self):	CODE
LOW	tests/test_database.py	463	def test_migration_prevents_re_migration(self):	CODE
LOW	tests/test_database.py	514	def test_empty_island_initialization_creates_copies(self):	CODE
LOW	tests/test_database.py	554	def test_no_program_assigned_to_multiple_islands(self):	CODE
LOW	tests/test_database.py	597	def test_migration_validation_passes(self):	CODE
LOW	tests/test_process_parallel_fix.py	39	def test_submit_iteration_uses_sample_from_island(self):	CODE
LOW	tests/test_process_parallel_fix.py	92	def test_concurrent_submissions_no_race_condition(self):	CODE
LOW	tests/test_process_parallel_fix.py	127	def test_database_state_unchanged_after_sampling(self):	CODE
LOW	tests/test_island_migration.py	33	def test_initial_island_setup(self):	CODE
LOW	tests/test_island_migration.py	47	def test_program_island_assignment(self):	CODE
LOW	tests/test_island_migration.py	68	def test_should_migrate_logic(self):	CODE
LOW	tests/test_island_migration.py	81	def test_migration_ring_topology(self):	CODE
LOW	tests/test_island_migration.py	117	def test_migration_rate_respected(self):	CODE
LOW	tests/test_island_migration.py	153	def test_migration_preserves_best_programs(self):	CODE
LOW	tests/test_island_migration.py	183	def test_migration_updates_generations(self):	CODE
LOW	tests/test_island_migration.py	199	def test_migration_with_empty_islands(self):	CODE
LOW	tests/test_island_migration.py	214	def test_migration_creates_proper_copies(self):	CODE
LOW	tests/test_island_migration.py	256	def test_no_migration_with_single_island(self):	CODE
LOW	tests/test_artifacts_integration.py	106	def test_compile_failure_artifact_capture(self):	CODE
LOW	tests/test_artifacts_integration.py	137	def test_end_to_end_artifact_flow(self):	CODE
LOW	tests/test_artifacts_integration.py	181	def test_cascade_evaluation_with_artifacts(self):	CODE
LOW	tests/test_artifacts_integration.py	212	def test_artifacts_disabled_integration(self):	CODE
LOW	tests/test_artifacts_integration.py	235	def test_successful_evaluation_with_artifacts(self):	CODE
462 more matches not shown…

Excessive Try-Catch Wrapping441 hits · 490 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_utils.py	83	except Exception as e:	CODE
LOW	tests/test_island_migration.py	211	except Exception as e:	CODE
LOW	tests/test_artifacts_integration.py	52	except Exception as e:	STRING
LOW	tests/test_artifacts_integration.py	71	except Exception as e:	STRING
MEDIUM	tests/test_artifacts_integration.py	39	def evaluate(program_path):	CODE
LOW	tests/test_island_tracking.py	227	except Exception as e:	CODE
LOW	tests/test_concurrent_island_access.py	86	except Exception as e:	CODE
LOW	tests/test_concurrent_island_access.py	136	except Exception as e:	CODE
MEDIUM	tests/test_concurrent_island_access.py	137	print(f"Error sampling from island {island_id}: {e}")	CODE
LOW	tests/test_concurrent_island_access.py	215	except Exception as e:	CODE
LOW⚡	tests/integration/test_examples_validation.py	199	except Exception as e:	CODE
LOW	tests/integration/test_examples_validation.py	358	except Exception as e:	CODE
LOW	tests/integration/conftest.py	42	except Exception as e:	CODE
LOW	tests/integration/test_library_api.py	156	except Exception as e:	CODE
LOW	tests/integration/test_library_api.py	250	except Exception as e:	CODE
LOW	examples/README.md	56	except Exception as e:	CODE
LOW	examples/attention_optimization/evaluator.py	188	except Exception as e:	CODE
LOW	examples/attention_optimization/evaluator.py	276	except Exception as e:	CODE
LOW	examples/attention_optimization/tests/test_results.py	27	except Exception as e:	CODE
LOW	examples/attention_optimization/tests/test_results.py	51	except Exception as e:	CODE
LOW	examples/attention_optimization/tests/test_evaluator.py	61	except Exception as e:	STRING
LOW	examples/attention_optimization/tests/test_evaluator.py	90	except Exception as e:	STRING
LOW	examples/attention_optimization/tests/test_evaluator.py	115	except Exception as e:	STRING
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	319	except Exception as e:	STRING
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	503	except Exception as e:	STRING
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	244	except Exception as e:	STRING
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	295	except Exception as e:	STRING
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	78	except Exception as e:	CODE
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	109	except Exception as e:	CODE
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	201	except Exception as e:	CODE
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	299	except Exception as e:	STRING
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	409	except Exception as e:	STRING
LOW	examples/attention_optimization/scripts/to_real_mlir.sh	428	except Exception as e:	STRING
LOW	…attention_optimization/scripts/debug_real_execution.py	67	except Exception as e:	STRING
LOW	…attention_optimization/scripts/debug_real_execution.py	120	except Exception as e:	STRING
LOW	…tention_optimization/scripts/mlir_lowering_pipeline.py	54	except Exception as e:	CODE
LOW	…tention_optimization/scripts/mlir_lowering_pipeline.py	132	except Exception as e:	CODE
LOW	…tention_optimization/scripts/mlir_lowering_pipeline.py	188	except Exception as e:	CODE
LOW	examples/tsp_tour_minimization/evaluator.py	233	except Exception as e:	CODE
LOW	examples/tsp_tour_minimization/evaluator.py	250	except Exception as e:	CODE
LOW	examples/tsp_tour_minimization/evaluator.py	282	except Exception as e:	CODE
LOW	examples/tsp_tour_minimization/utils/tsp_runner.py	273	except Exception as exc:	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	262	except Exception:	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	271	except Exception:	CODE
MEDIUM	examples/function_minimization/evaluator.py	69	print(f"Error: program does not have 'run_search' function")	CODE
LOW	examples/function_minimization/evaluator.py	166	except Exception as e:	CODE
LOW	examples/function_minimization/evaluator.py	234	except Exception as e:	CODE
LOW	examples/function_minimization/evaluator.py	449	except Exception as e:	CODE
LOW	examples/function_minimization/evaluator.py	469	except Exception as e:	CODE
LOW⚡	examples/circle_packing/evaluator.py	127	except Exception as e:	CODE
MEDIUM⚡	examples/circle_packing/evaluator.py	129	print(f"Error in subprocess: {{str(e)}}")	CODE
MEDIUM⚡	examples/circle_packing/evaluator.py	133	print(f"Error saved to {temp_file.name}.results")	CODE
LOW	examples/circle_packing/evaluator.py	268	except Exception as e:	STRING
LOW	examples/circle_packing/evaluator.py	324	except Exception as e:	STRING
LOW	examples/circle_packing/evaluator.py	329	except Exception as e:	STRING
LOW	…ples/mlx_metal_kernel_opt/mlx_lm_generate_with_hook.py	150	except Exception:	CODE
LOW	examples/mlx_metal_kernel_opt/initial_program.py	235	except Exception as e:	STRING
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	93	except Exception as e:	CODE
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	119	except Exception as e:	CODE
MEDIUM	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	187	print(f"Error: {result.stderr[:200]}")	CODE
381 more matches not shown…

Unused Imports342 hits · 309 pts

Severity	File	Line	Context
LOW	tests/test_database_cleanup.py	10	CODE
LOW	tests/test_utils.py	7	CODE
LOW	tests/test_database.py	6	CODE
LOW	tests/test_process_parallel_fix.py	5	CODE
LOW	tests/test_process_parallel_fix.py	6	CODE
LOW	tests/test_process_parallel_fix.py	7	CODE
LOW	tests/test_artifacts_integration.py	9	CODE
LOW	tests/test_artifacts_integration.py	11	CODE
LOW	tests/test_artifacts_integration.py	11	CODE
LOW	tests/test_process_parallel.py	12	CODE
LOW	tests/test_process_parallel.py	24	CODE
LOW	tests/test_process_parallel.py	24	CODE
LOW	tests/test_process_parallel.py	24	CODE
LOW	tests/test_process_parallel.py	24	CODE
LOW	tests/test_novelty_asyncio_issue.py	12	CODE
LOW	tests/test_novelty_asyncio_issue.py	12	CODE
LOW	tests/test_novelty_asyncio_issue.py	54	CODE
LOW	tests/test_evolution_trace.py	6	CODE
LOW	tests/test_evolution_trace.py	10	CODE
LOW	tests/test_evolution_trace.py	10	CODE
LOW	tests/test_artifacts.py	9	CODE
LOW	tests/test_migration_no_duplicates.py	11	CODE
LOW	tests/test_openai_model_detection.py	6	CODE
LOW	tests/test_prompt_sampler_comprehensive.py	6	CODE
LOW	tests/test_prompt_sampler_comprehensive.py	6	CODE
LOW	tests/test_grid_stability.py	5	CODE
LOW	tests/test_map_elites_features.py	6	CODE
LOW	tests/test_map_elites_features.py	6	CODE
LOW	tests/test_valid_configs.py	8	CODE
LOW	tests/test_llm_ensemble.py	5	CODE
LOW	tests/test_file_extension_preservation.py	9	CODE
LOW	tests/test_file_extension_preservation.py	12	CODE
LOW	tests/test_file_extension_preservation.py	14	CODE
LOW	tests/test_file_extension_preservation.py	14	CODE
LOW	tests/test_island_child_placement.py	10	CODE
LOW	tests/test_concurrent_island_access.py	7	CODE
LOW	tests/test_concurrent_island_access.py	8	CODE
LOW	tests/test_concurrent_island_access.py	10	CODE
LOW	tests/test_concurrent_island_access.py	10	CODE
LOW	tests/test_cascade_validation.py	8	CODE
LOW	tests/test_checkpoint_resume.py	10	CODE
LOW	tests/test_checkpoint_resume.py	11	CODE
LOW	tests/test_checkpoint_resume.py	18	CODE
LOW	tests/test_reasoning_effort_config.py	6	CODE
LOW	tests/test_reasoning_effort_config.py	12	CODE
LOW	tests/test_reasoning_effort_config.py	12	CODE
LOW	tests/test_island_map_elites.py	10	CODE
LOW	tests/test_api.py	8	CODE
LOW	tests/test_visualization_sanitization.py	7	CODE
LOW	tests/test_evaluator_timeout.py	10	CODE
LOW	tests/test_island_isolation.py	6	CODE
LOW	tests/test_island_isolation.py	9	CODE
LOW	tests/test_island_isolation.py	9	CODE
LOW	tests/integration/conftest.py	6	CODE
LOW	tests/integration/conftest.py	7	CODE
LOW	tests/integration/conftest.py	8	CODE
LOW	tests/integration/test_library_api.py	6	CODE
LOW	tests/integration/test_library_api.py	13	CODE
LOW	tests/integration/test_smoke.py	10	CODE
LOW	tests/integration/test_smoke.py	10	CODE
282 more matches not shown…

Over-Commented Block381 hits · 238 pts

Severity	File	Line	Snippet	Context
LOW	tests/integration/__init__.py	1	# Integration tests directory	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	1	# #!/usr/bin/env python3	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	21	# self.reference_performance = None	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	41	# baseline = '''	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	61	# def compile_mlir_with_optimizations(self, base_mlir, optimization_params):	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	81		COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	101	# if element not in mlir_code:	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	121		COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	141	# speedup *= 1.20 # 20% improvement from vectorization	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	161	# total_time = 0	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	181	# "score": 0.0	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	201	# for config in self.test_configs:	COMMENT
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	221	# }	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	1	# #!/usr/bin/env python3	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	21	# module {	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	41	# ^bb0(%q: f32, %k: f32, %acc: f32):	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	61	# }	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	81	# print("✅ MLIR baseline syntax is correct!")	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	101	# iterator_types = ["parallel", "parallel"]	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	121	# # Test tiling with our syntax	COMMENT
LOW	…les/attention_optimization/scripts/mlir_syntax_test.py	141		COMMENT
LOW	examples/tsp_tour_minimization/initial_program/TSP.cpp	1	// standart imports	COMMENT
LOW	examples/tsp_tour_minimization/initial_program/TSP.cpp	21	// additional functions & methods	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	21	#include <algorithm> // all_of, find, for_each	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	41	// SPDX-License-Identifier: MIT	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	61	#if defined(NLOHMANN_JSON_VERSION_MAJOR) && defined(NLOHMANN_JSON_VERSION_MINOR) && defined(NLOHMANN_JSON_VERSION_PA	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	81	#define NLOHMANN_JSON_ABI_TAG_DIAGNOSTICS _diag	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	141	#endif	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	161	#include <array> // array	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	181		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	201		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	221	// __ _____ _____ _____	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	321	// __ _____ _____ _____	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	341	#undef JSON_HEDLEY_STRINGIFY_EX	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	361	#undef JSON_HEDLEY_CONCAT3_EX	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	381	#undef JSON_HEDLEY_VERSION_DECODE_MINOR	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	401	#endif	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	421	#endif	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	441	#if defined(JSON_HEDLEY_INTEL_VERSION_CHECK)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	461	#define JSON_HEDLEY_INTEL_CL_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_INTEL_CL_VERSION >= JSON_HEDLEY_VERSION_E	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	481		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	501	#define JSON_HEDLEY_SUNPRO_VERSION_CHECK(major,minor,patch) (0)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	521	#undef JSON_HEDLEY_ARM_VERSION	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	541	#if defined(__ibmxl__)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	561	#if \	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	581		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	601	#if defined(__TI_COMPILER_VERSION__) && defined(__MSP430__)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	621	#if defined(JSON_HEDLEY_TI_ARMCL_VERSION_CHECK)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	641	#define JSON_HEDLEY_TI_CL6X_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL6X_VERSION >= JSON_HEDLEY_VERSION_ENC	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	661		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	681	#if defined(_CRAYC)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	701	#if defined(__IAR_SYSTEMS_ICC__)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	721	#if defined(__TINYC__)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	741	#if defined(JSON_HEDLEY_DMC_VERSION_CHECK)	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	761	#define JSON_HEDLEY_COMPCERT_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_COMPCERT_VERSION >= JSON_HEDLEY_VERSION_E	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	781		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	821	#undef JSON_HEDLEY_GCC_VERSION_CHECK	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	841		COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	861	#undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE	COMMENT
LOW	…tsp_tour_minimization/initial_program/include/json.hpp	881	(!defined(JSON_HEDLEY_MSVC_VERSION) \|\| JSON_HEDLEY_MSVC_VERSION_CHECK(19,20,0))	COMMENT
321 more matches not shown…

Self-Referential Comments66 hits · 192 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_template_dir_resolution.py	18	# Create a temporary directory structure	COMMENT
MEDIUM	tests/test_database.py	446	# Create a test program with diversity feature enabled	COMMENT
MEDIUM	tests/test_novelty_asyncio_issue.py	137	# Create a new database with novelty checking disabled	COMMENT
MEDIUM⚡	tests/test_evolution_trace.py	625	# Create a valid program	COMMENT
MEDIUM⚡	tests/test_evolution_trace.py	629	# Create a corrupted file	COMMENT
MEDIUM	tests/test_evolution_trace.py	423	# Create a chain of programs	COMMENT
MEDIUM	tests/test_evolution_trace.py	519	# Create a chain of programs with prompts	COMMENT
MEDIUM	tests/test_island_parent_consistency.py	33	# Create a child of the initial program	COMMENT
MEDIUM	tests/test_island_parent_consistency.py	72	# Create a lineage with TRULY different code to avoid MAP-Elites deduplication	COMMENT
MEDIUM	tests/test_artifacts.py	75	# Create a test program	COMMENT
MEDIUM	tests/test_artifacts.py	146	# Create a mock evaluation file	COMMENT
MEDIUM	tests/test_migration_no_duplicates.py	125	# Create a program with specific content	COMMENT
MEDIUM	tests/test_migration_no_duplicates.py	339	# Create a program on island 0	COMMENT
MEDIUM	tests/test_migration_no_duplicates.py	354	# Create a program with IDENTICAL CODE on island 1 (target island)	COMMENT
MEDIUM	tests/test_openai_model_detection.py	15	# Define the same constants as in the code	COMMENT
MEDIUM	tests/test_map_elites_features.py	34	# Create a test program	COMMENT
MEDIUM	tests/test_file_extension_preservation.py	69	# Create a temp evaluator file for this test	COMMENT
MEDIUM	tests/test_file_extension_preservation.py	83	# Create a mock config object with file_suffix	COMMENT
MEDIUM	tests/test_file_extension_preservation.py	99	# Create a mock database	COMMENT
MEDIUM	tests/test_file_extension_preservation.py	132	# Create a temp evaluator file	COMMENT
MEDIUM	tests/test_island_child_placement.py	132	# Create a child program	COMMENT
MEDIUM	tests/test_cascade_validation.py	157	# Create a dummy program file	STRING
MEDIUM	tests/test_cascade_validation.py	191	# Create a dummy program file	STRING
MEDIUM	tests/test_checkpoint_resume.py	52	# Create a simple test program	COMMENT
MEDIUM	tests/test_checkpoint_resume.py	66	# Create a simple evaluator file	STRING
MEDIUM	tests/test_reasoning_effort_config.py	121	# Create a mock model config with reasoning_effort	COMMENT
MEDIUM	tests/test_feature_stats_persistence.py	95	# Create a checkpoint manually without feature_stats	COMMENT
MEDIUM	tests/test_evaluator_timeout.py	21	# Create a test evaluation file	COMMENT
MEDIUM	tests/test_evaluator_timeout.py	400	# Create a test evaluation file that simulates a long-running evaluation	COMMENT
MEDIUM	…ntion_optimization/legacy/prev_sim__works_evaluator.py	33	# # Create a simple baseline if it doesn't exist	COMMENT
MEDIUM	…ntion_optimization/legacy/prev_sim__works_evaluator.py	280	# Create a simple baseline if it doesn't exist	COMMENT
MEDIUM	…tention_optimization/scripts/mlir_lowering_pipeline.py	219	# Create the lowered file	COMMENT
MEDIUM	examples/circle_packing/evaluator.py	88	# Create a temporary file to execute	COMMENT
MEDIUM	examples/r_robust_regression/evaluator.py	48	# Create a temporary R script that sources the program and runs it	COMMENT
MEDIUM	examples/rust_adaptive_sort/evaluator.py	42	# Create a temporary Rust project	COMMENT
MEDIUM	examples/symbolic_regression/scripts.sh	3	# Define the number of problems for each split	COMMENT
MEDIUM⚡	examples/algotune/create_task.py	51	# Create the OpenEvolve files	COMMENT
MEDIUM	…haevolve_math_problems/heilbronn_triangle/evaluator.py	3	# This file implements the evaluator for the heilbronn problem for triangles, with	COMMENT
MEDIUM	…aevolve_math_problems/first_autocorr_ineq/evaluator.py	3	# This file implements the evaluator for the first autocorrelation inequality problem.	COMMENT
MEDIUM	…evolve_math_problems/second_autocorr_ineq/evaluator.py	3	# This file implements the evaluator for the second autocorrelation inequality problem.	COMMENT
MEDIUM	…aevolve_math_problems/third_autocorr_ineq/evaluator.py	3	# This file implements the evaluator for the third autocorrelation inequality problem.	COMMENT
MEDIUM	…/alphaevolve_math_problems/kissing_number/evaluator.py	3	# This file implements the evaluator for the kissing number problem on dimension 11.	COMMENT
MEDIUM	…lphaevolve_math_problems/uncertainty_ineq/evaluator.py	3	# This file implements the evaluator for the uncertainty inequality problem.	COMMENT
MEDIUM	…olve_math_problems/sums_diffs_finite_sets/evaluator.py	3	# This file implements the evaluator for the sums and differences of finite sets problem.	COMMENT
MEDIUM	…e_math_problems/minimizing_max_min_dist/3/evaluator.py	3	# This file implements the evaluator for problem of minimizing the ratio of maximum	COMMENT
MEDIUM	…e_math_problems/minimizing_max_min_dist/2/evaluator.py	3	# This file implements the evaluator for problem of minimizing the ratio of maximum	COMMENT
MEDIUM	…aevolve_math_problems/circle_packing_rect/evaluator.py	3	# This file implements the evaluator for the circle packing problem on a rectangle	COMMENT
MEDIUM	…haevolve_math_problems/hexagon_packing/11/evaluator.py	3	# This file implements the evaluator for problem of packing unit regular hexagons inside	COMMENT
MEDIUM	…haevolve_math_problems/hexagon_packing/12/evaluator.py	3	# This file implements the evaluator for problem of packing unit regular hexagons inside	COMMENT
MEDIUM	examples/alphaevolve_math_problems/matmul/evaluator.py	3	# This file implements the evaluator for the matrix multiplication problem with tensor size	COMMENT
MEDIUM	…phaevolve_math_problems/erdos_min_overlap/evaluator.py	3	# This file implements the evaluator for the erdos minimum overlap problem.	COMMENT
MEDIUM	…aevolve_math_problems/heilbronn_convex/13/evaluator.py	3	# This file implements the evaluator for the heilbronn problem for convex regions, with	COMMENT
MEDIUM	…aevolve_math_problems/heilbronn_convex/14/evaluator.py	3	# This file implements the evaluator for the heilbronn problem for convex regions, with	COMMENT
MEDIUM	examples/sldbench/run.sh	44	# This function is called when the script receives a signal to terminate (e.g., Ctrl+C).	COMMENT
MEDIUM	examples/signal_processing/initial_program.py	107	# Create a complex signal with multiple components	COMMENT
MEDIUM	examples/circle_packing_with_artifacts/evaluator.py	94	# Create a temporary file to execute	COMMENT
MEDIUM	configs/default_config.yaml	2	# This file contains all available configuration options with sensible defaults	COMMENT
MEDIUM	openevolve/database.py	1309	# Create a copy of best program for the empty island (don't reuse same ID)	COMMENT
MEDIUM	openevolve/database.py	1355	# Create a copy of best program for the empty island (don't reuse same ID)	COMMENT
MEDIUM	openevolve/database.py	1636	# Create a mapping of feature cells to island programs for efficient lookup	COMMENT
6 more matches not shown…

Redundant / Tautological Comments100 hits · 148 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_island_parent_consistency.py	50	# Check if parent is in child's island (this is what the user's assertion checks)	COMMENT
LOW	tests/test_migration_no_duplicates.py	56	self.db.island_generations[island] = 3 # Set generation to trigger migration	CODE
LOW	tests/test_migration_no_duplicates.py	312	# Set generation to trigger migration	COMMENT
LOW	tests/test_migration_no_duplicates.py	369	# Set generations to trigger migration	COMMENT
LOW	tests/test_migration_no_duplicates.py	382	# Check if any new programs were added to island 1	COMMENT
LOW	tests/test_regional_endpoint.py	51	# Check if result matches expectation	COMMENT
LOW	tests/test_concurrent_island_access.py	74	# Check if we got programs from the correct island	COMMENT
LOW	tests/test_concurrent_island_access.py	105	# Check if the restored island doesn't match what we expect	COMMENT
LOW	tests/test_concurrent_island_access.py	112	# Check if any errors occurred	COMMENT
LOW	tests/integration/conftest.py	29	# Check if server is already running (for development)	COMMENT
LOW	tests/integration/test_checkpoint_with_llm.py	80	# Check if checkpoint was created	COMMENT
LOW	…es/attention_optimization/scripts/fix_tensor_shapes.py	3	# Read the file	COMMENT
LOW	examples/function_minimization/evaluator.py	67	# Check if the required function exists	COMMENT
LOW	examples/function_minimization/evaluator.py	132	# Check if the result is valid (not NaN or infinite)	COMMENT
LOW	examples/function_minimization/evaluator.py	273	# Check if the required function exists	COMMENT
LOW	examples/function_minimization/evaluator.py	348	# Check if the result is valid	COMMENT
LOW	examples/circle_packing/evaluator.py	48	# Check if radii are nonnegative and not nan	COMMENT
LOW	examples/circle_packing/evaluator.py	57	# Check if circles are inside the unit square	COMMENT
LOW	examples/circle_packing/evaluator.py	164	# Check if an error was returned	STRING
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	259	# Check if we got meaningful results	COMMENT
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	329	# Check if we have valid results	COMMENT
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	476	# Check if mlx-lm is available	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	363	# Check if it inherits from nn.Module (recommended)	COMMENT
LOW	examples/symbolic_regression/scripts.sh	26	# Check if a prefix is defined (it can be an empty string if paths are like "split_name/0/")	COMMENT
LOW	examples/symbolic_regression/eval.py	300	# Check if the path is a single problem directory	COMMENT
LOW⚡	examples/symbolic_regression/eval.py	319	# Check if this subdirectory looks like a problem directory	COMMENT
LOW	examples/symbolic_regression/data_api.py	662	# Check if all essential files already exist	STRING
LOW	examples/symbolic_regression/data_api.py	682	# Check if all files exist	STRING
LOW	examples/symbolic_regression/data_api.py	762	# Print results summary	STRING
LOW	examples/web_scraper_optillm/evaluator.py	277	# Check if we found this function	STRING
LOW	examples/k_module_problem/run_iterative.sh	32	# Check if agent repo exists	COMMENT
LOW	examples/k_module_problem/compare_results.py	74	# Check if solution found (score == 1.0 means 4/4 correct)	COMMENT
LOW	examples/k_module_problem/run_random_baseline.py	160	# Print results	COMMENT
LOW	examples/k_module_problem/iterative_agent.py	254	# Check if solution found	COMMENT
LOW	examples/algotune/task_adapter.py	154	# Check if this class inherits from Task or has the task name	COMMENT
LOW	examples/algotune/task_adapter.py	871	# Check if the required function exists	COMMENT
LOW	examples/algotune/task_adapter.py	1093	# Check if the required function exists	COMMENT
LOW	examples/algotune/task_adapter.py	1412	# Write files	STRING
LOW⚡	examples/algotune/create_task.py	45	# Check if the task exists	COMMENT
LOW	examples/algotune/run_benchmark.py	97	# Check if it has the required files	STRING
LOW	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	539	# Check if the required function exists	COMMENT
LOW	examples/algotune/fft_convolution/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/fft_convolution/evaluator.py	539	# Check if the required function exists	COMMENT
LOW⚡	…amples/algotune/affine_transform_2d/initial_program.py	159	# Check if reference solver also fails/produces empty-like result	COMMENT
LOW⚡	…amples/algotune/affine_transform_2d/initial_program.py	164	if ref_output.size == 0: # Check if reference is also effectively empty	CODE
LOW⚡	examples/algotune/affine_transform_2d/best_program.py	161	# Check if reference solver also fails/produces empty-like result	COMMENT
LOW⚡	examples/algotune/affine_transform_2d/best_program.py	166	if ref_output.size == 0: # Check if reference is also effectively empty	CODE
LOW	examples/algotune/affine_transform_2d/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/affine_transform_2d/evaluator.py	539	# Check if the required function exists	COMMENT
LOW	examples/algotune/eigenvectors_complex/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/eigenvectors_complex/evaluator.py	539	# Check if the required function exists	COMMENT
LOW	examples/algotune/convolve2d_full_fill/best_program.py	112	# Check if the 2D convolution solution is valid and optimal.	COMMENT
LOW	examples/algotune/convolve2d_full_fill/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/convolve2d_full_fill/evaluator.py	539	# Check if the required function exists	COMMENT
LOW	examples/algotune/lu_factorization/evaluator.py	317	# Check if the required function exists	COMMENT
LOW	examples/algotune/lu_factorization/evaluator.py	539	# Check if the required function exists	COMMENT
LOW	…amples/algotune/psd_cone_projection/initial_program.py	137	# Check if solution contains required keys	COMMENT
LOW	examples/algotune/psd_cone_projection/best_program.py	134	# Check if solution contains required keys	COMMENT
LOW	examples/algotune/psd_cone_projection/evaluator.py	317	# Check if the required function exists	COMMENT
40 more matches not shown…

Deep Nesting132 hits · 108 pts

Severity	File	Line	Context
LOW	tests/test_database.py	147	CODE
LOW	tests/integration/test_library_api.py	106	CODE
LOW	tests/integration/test_library_api.py	120	CODE
LOW	examples/attention_optimization/evaluator.py	193	CODE
LOW	examples/attention_optimization/tests/test_evaluator.py	94	CODE
LOW	…ntion_optimization/legacy/prev_sim__works_evaluator.py	377	CODE
LOW	…attention_optimization/scripts/debug_real_execution.py	71	CODE
LOW	…tention_optimization/scripts/mlir_lowering_pipeline.py	25	CODE
LOW	…tention_optimization/scripts/mlir_lowering_pipeline.py	141	CODE
LOW	examples/lm_eval/lm-eval.py	51	CODE
LOW	examples/tsp_tour_minimization/utils/tsp_runner.py	37	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	30	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	109	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	209	CODE
LOW	examples/tsp_tour_minimization/utils/heat_map_runner.py	231	CODE
LOW	examples/tsp_tour_minimization/utils/utils.py	138	CODE
LOW	examples/function_minimization/evaluator.py	45	CODE
LOW	examples/function_minimization/evaluator.py	259	CODE
LOW	examples/circle_packing/evaluator.py	76	CODE
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	138	CODE
LOW	…mples/mlx_metal_kernel_opt/test_optimized_attention.py	297	CODE
LOW	examples/mlx_metal_kernel_opt/run_benchmarks.py	332	CODE
LOW	examples/mlx_metal_kernel_opt/run_benchmarks.py	415	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	231	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	426	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	467	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	544	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	780	CODE
LOW	examples/mlx_metal_kernel_opt/evaluator.py	1279	CODE
LOW	examples/mlx_metal_kernel_opt/qwen3_benchmark_suite.py	558	CODE
LOW	examples/mlx_metal_kernel_opt/qwen3_benchmark_suite.py	745	CODE
LOW	examples/r_robust_regression/evaluator.py	19	CODE
LOW	examples/rust_adaptive_sort/evaluator.py	31	CODE
LOW	examples/symbolic_regression/eval.py	147	CODE
LOW	examples/symbolic_regression/data_api.py	701	CODE
LOW	examples/symbolic_regression/bench/datamodules.py	169	CODE
LOW	examples/web_scraper_optillm/initial_program.py	78	CODE
LOW	examples/web_scraper_optillm/evaluator.py	18	CODE
LOW	examples/web_scraper_optillm/evaluator.py	260	CODE
LOW	examples/web_scraper_optillm/evaluator.py	301	CODE
LOW	examples/k_module_problem/compare_results.py	81	CODE
LOW	examples/k_module_problem/run_openevolve_trials.py	15	CODE
LOW	examples/online_judge_programming/submit.py	184	CODE
LOW	examples/online_judge_programming/submit.py	221	CODE
LOW	examples/online_judge_programming/submit.py	380	CODE
LOW	examples/algotune/task_adapter.py	103	CODE
LOW	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	130	CODE
LOW	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	260	CODE
LOW	examples/algotune/fft_cmplx_scipy_fftpack/evaluator.py	505	CODE
LOW	examples/algotune/fft_convolution/initial_program.py	117	CODE
LOW	examples/algotune/fft_convolution/best_program.py	84	CODE
LOW	examples/algotune/fft_convolution/best_program.py	159	CODE
LOW	examples/algotune/fft_convolution/evaluator.py	130	CODE
LOW	examples/algotune/fft_convolution/evaluator.py	260	CODE
LOW	examples/algotune/fft_convolution/evaluator.py	505	CODE
LOW	…amples/algotune/affine_transform_2d/initial_program.py	111	CODE
LOW	examples/algotune/affine_transform_2d/best_program.py	113	CODE
LOW	examples/algotune/affine_transform_2d/evaluator.py	130	CODE
LOW	examples/algotune/affine_transform_2d/evaluator.py	260	CODE
LOW	examples/algotune/affine_transform_2d/evaluator.py	505	CODE
72 more matches not shown…

AI Slop Vocabulary31 hits · 68 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tention_optimization/scripts/mlir_lowering_pipeline.py	67	# More comprehensive lowering	COMMENT
MEDIUM	examples/circle_packing/config_phase_2.yaml	57	allow_full_rewrites: true # Definitely allow full rewrites	CODE
MEDIUM	examples/circle_packing/config_phase_2_anthropic.yaml	59	allow_full_rewrites: true # Definitely allow full rewrites	CODE
MEDIUM	examples/mlx_metal_kernel_opt/config.yaml	112	// OPTIMIZE: Better utilize Apple GPU memory hierarchy	COMMENT
MEDIUM⚡	examples/mlx_metal_kernel_opt/evaluator.py	193	# Step 8: Generate comprehensive result with full error statistics	COMMENT
MEDIUM⚡	examples/mlx_metal_kernel_opt/evaluator.py	432	# Execute with comprehensive error catching	COMMENT
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	44	# Import the comprehensive benchmark suite for consistent testing	COMMENT
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	95	# Use comprehensive benchmark suite	COMMENT
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	1141	# Use robust statistics	COMMENT
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	232	"""Bulletproof extraction with comprehensive Metal kernel validation"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	1282	"""Generate comprehensive evaluation summary with safety info"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	1322	"""Get comprehensive error statistics"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	1351	"""Print comprehensive bulletproof evaluation results"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/evaluator.py	1407	"""Create comprehensive failure result with full error statistics"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/qwen3_benchmark_suite.py	69	"""Create comprehensive benchmark configurations"""	STRING
MEDIUM	examples/mlx_metal_kernel_opt/qwen3_benchmark_suite.py	178	prompt="""Create comprehensive documentation for a REST API with the following endpoints:	CODE
MEDIUM	examples/mlx_metal_kernel_opt/qwen3_benchmark_suite.py	705	# Use median for more robust results (less sensitive to outliers)	COMMENT
MEDIUM	examples/r_robust_regression/initial_program.r	7	# This can be evolved to use more robust methods like:	COMMENT
MEDIUM	examples/r_robust_regression/initial_program.r	76	# Perform robust regression	COMMENT
MEDIUM	examples/r_robust_regression/config.yaml	41	# Feature dimensions for robust regression	COMMENT
MEDIUM	examples/r_robust_regression/evaluator.py	112	# For cases with outliers, prioritize robust metrics	STRING
MEDIUM	examples/symbolic_regression/eval.py	408	# A more nuanced approach might replace inf with a very large/small number or handle per metric.	COMMENT
MEDIUM	examples/sldbench/evaluator.py	267	# 3. Combine results into a comprehensive output	COMMENT
MEDIUM	examples/llm_prompt_optimization/evaluator.py	550	# Fixed to 40 samples for Stage 2 (comprehensive evaluation)	COMMENT
MEDIUM	…ples/circle_packing_with_artifacts/config_phase_2.yaml	57	allow_full_rewrites: true # Definitely allow full rewrites	CODE
MEDIUM	configs/default_config.yaml	83	comprehensive_implementation_min_lines: 50 # Label as "comprehensive" if program has this many lines or more	CODE
MEDIUM	openevolve/config.py	296	50 # Label as "comprehensive" if program has this many lines or more	CODE
LOW	openevolve/database.py	1168	# If archive is now not full after cleanup, just add the new program	COMMENT
LOW	openevolve/database.py	1185	# No valid programs in archive, just add the new one	COMMENT
LOW	openevolve/evaluator.py	253	# Handle timeout specially - don't retry, just return timeout result	COMMENT
MEDIUM	openevolve/prompt/sampler.py	227	elif abs(current_fitness - prev_fitness) < 1e-6: # Essentially unchanged	CODE

Decorative Section Separators21 hits · 68 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/symbolic_regression/README.md	156	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/test_gaming.py	43	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/test_gaming.py	45	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/test_gaming.py	105	# --------------------------------------------------------------------------	STRING
MEDIUM	examples/background_blur/test_gaming.py	108	# --------------------------------------------------------------------------	STRING
MEDIUM	examples/background_blur/evaluator.py	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/evaluator.py	58	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/evaluator.py	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/evaluator.py	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	216	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	218	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	275	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	277	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	335	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/background_blur/evaluator.py	337	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	21	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	23	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	98	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	100	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	175	# --------------------------------------------------------------------------	COMMENT
MEDIUM	examples/background_blur/fixtures.py	177	# --------------------------------------------------------------------------	COMMENT

Docstring Block Structure6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	examples/tsp_tour_minimization/utils/utils.py	139	Compute total cycle distances for a batch of instances Args: cities: np.ndarray of shape (B, n, 2). Al	STRING
HIGH	…ples/mlx_metal_kernel_opt/mlx_lm_generate_with_hook.py	44	Load an evolved hook program and apply its attention optimization. The hook program must expose a `create_meta	STRING
HIGH	openevolve/config.py	22	Resolve ${VAR} environment variable reference in a string value. In current implementation pattern must match t	STRING
HIGH	openevolve/api.py	43	Run evolution with flexible inputs - the main library API Args: initial_program: Can be: -	STRING
HIGH	openevolve/evaluator.py	334	Directly evaluate a program using the evaluation function with timeout Args: program_path:	STRING
HIGH	openevolve/utils/async_utils.py	123	Retry an async function with exponential backoff Args: coro: Coroutine function to retry *args	STRING

Modern Structural Boilerplate28 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	scripts/visualizer.py	16	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/controller.py	25	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/controller.py	195	def _setup_logging(self) -> None:	CODE
LOW	openevolve/controller.py	219	def _setup_manual_mode_queue(self) -> None:	CODE
LOW	openevolve/config.py	197	def update_model_params(self, args: Dict[str, Any], overwrite: bool = False) -> None:	CODE
LOW	openevolve/embedding.py	12	logger = logging.getLogger(__name__)	CODE
LOW⚡	openevolve/database.py	2222	def _update_feature_stats(self, feature_name: str, value: float) -> None:	CODE
LOW	openevolve/database.py	24	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/database.py	1141	def _update_archive(self, program: Program) -> None:	CODE
LOW	openevolve/database.py	1188	def _update_best_program(self, program: Program) -> None:	CODE
LOW	openevolve/database.py	1228	def _update_island_best_program(self, program: Program, island_idx: int) -> None:	CODE
LOW	openevolve/database.py	1811	def set_current_island(self, island_idx: int) -> None:	CODE
LOW	openevolve/database.py	2161	def _update_diversity_reference_set(self) -> None:	CODE
LOW	openevolve/__init__.py	16	__all__ = [	CODE
LOW	openevolve/process_parallel.py	21	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/cli.py	15	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/evaluator.py	29	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/evolution_trace.py	21	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/llm/__init__.py	10	__all__ = [	CODE
LOW	openevolve/llm/openai.py	21	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/llm/ensemble.py	14	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/llm/claude_code.py	30	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/utils/async_utils.py	11	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/utils/__init__.py	29	__all__ = [	CODE
LOW	openevolve/utils/trace_export_utils.py	11	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/prompt/__init__.py	8	__all__ = ["PromptSampler", "TemplateManager"]	CODE
LOW	openevolve/prompt/templates.py	11	logger = logging.getLogger(__name__)	CODE
LOW	openevolve/prompt/sampler.py	18	logger = logging.getLogger(__name__)	CODE

Modern AI Meta-Vocabulary8 hits · 26 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/web_scraper_optillm/README.md	272	# Use chain-of-thought + readurls for primary model	COMMENT
MEDIUM⚡	examples/k_module_problem/run_iterative.sh	7	# 1. Clone the agentic-code-optimization repo:	COMMENT
MEDIUM⚡	examples/k_module_problem/run_iterative.sh	8	# git clone https://github.com/ratulm/agentic-code-optimization.git	COMMENT
MEDIUM⚡	examples/k_module_problem/run_iterative.sh	8	# git clone https://github.com/ratulm/agentic-code-optimization.git	COMMENT
MEDIUM	examples/k_module_problem/run_iterative.sh	37	echo " git clone https://github.com/ratulm/agentic-code-optimization.git $AGENT_REPO"	CODE
MEDIUM	examples/llm_prompt_optimization/evaluator.py	85	# Check for few-shot examples (high sophistication)	COMMENT
MEDIUM	examples/llm_prompt_optimization/evaluator.py	112	sophistication_score += 0.2 # Extensive few-shot	CODE
MEDIUM	examples/llm_prompt_optimization/evaluator.py	114	sophistication_score += 0.1 # Basic few-shot	CODE

Example Usage Blocks17 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	examples/algotune/task_adapter.py	546	# Example usage	COMMENT
LOW	…es/algotune/fft_cmplx_scipy_fftpack/initial_program.py	132	# Example usage	COMMENT
LOW	…mples/algotune/fft_cmplx_scipy_fftpack/best_program.py	132	# Example usage	COMMENT
LOW	examples/algotune/fft_convolution/initial_program.py	245	# Example usage	COMMENT
LOW	examples/algotune/fft_convolution/best_program.py	287	# Example usage	COMMENT
LOW	…amples/algotune/affine_transform_2d/initial_program.py	245	# Example usage	COMMENT
LOW	examples/algotune/affine_transform_2d/best_program.py	247	# Example usage	COMMENT
LOW	…mples/algotune/eigenvectors_complex/initial_program.py	201	# Example usage	COMMENT
LOW	examples/algotune/eigenvectors_complex/best_program.py	200	# Example usage	COMMENT
LOW	…mples/algotune/convolve2d_full_fill/initial_program.py	148	# Example usage	COMMENT
LOW	examples/algotune/convolve2d_full_fill/best_program.py	147	# Example usage	COMMENT
LOW	examples/algotune/lu_factorization/initial_program.py	227	# Example usage	COMMENT
LOW	examples/algotune/lu_factorization/best_program.py	202	# Example usage	COMMENT
LOW	…amples/algotune/psd_cone_projection/initial_program.py	199	# Example usage	COMMENT
LOW	examples/algotune/psd_cone_projection/best_program.py	196	# Example usage	COMMENT
LOW	examples/algotune/polynomial_real/initial_program.py	153	# Example usage	COMMENT
LOW	examples/algotune/polynomial_real/best_program.py	173	# Example usage	COMMENT

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	141	# Step 2: Pre-execution Metal kernel safety validation	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	148	# Step 3: Memory-safe correctness testing FIRST (fail fast, skip baseline if invalid)	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	162	# Step 4: GPU-protected baseline measurement (only if correctness passed)	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	170	# Step 5: Command-buffer-protected benchmarking	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	182	# Step 6: Enhanced performance analysis	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	188	# Step 7: Calculate safety-adjusted final score	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	193	# Step 8: Generate comprehensive result with full error statistics	COMMENT
LOW	examples/mlx_metal_kernel_opt/evaluator.py	130	# Step 1: Enhanced program extraction with Metal validation	COMMENT

Structural Annotation Overuse8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	141	# Step 2: Pre-execution Metal kernel safety validation	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	148	# Step 3: Memory-safe correctness testing FIRST (fail fast, skip baseline if invalid)	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	162	# Step 4: GPU-protected baseline measurement (only if correctness passed)	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	170	# Step 5: Command-buffer-protected benchmarking	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	182	# Step 6: Enhanced performance analysis	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	188	# Step 7: Calculate safety-adjusted final score	COMMENT
LOW⚡	examples/mlx_metal_kernel_opt/evaluator.py	193	# Step 8: Generate comprehensive result with full error statistics	COMMENT
LOW	examples/mlx_metal_kernel_opt/evaluator.py	130	# Step 1: Enhanced program extraction with Metal validation	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/test_reasoning_effort_config.py	179	llm.client.chat.completions.create.assert_called_once_with(**test_params)	CODE

Magic Placeholder Names2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	examples/tsp_tour_minimization/config.yaml	13	api_key: "<your-api-key>"	CODE
HIGH	examples/online_judge_programming/config.yaml	13	api_key: YOUR_API_KEY	CODE

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	examples/mlx_metal_kernel_opt/initial_program.py	80	if (batch_idx >= BATCH_SIZE \|\| head_idx >= NUM_HEADS \|\| query_pos >= SEQ_LEN) {	CODE
HIGH	examples/mlx_metal_kernel_opt/best_program.py	80	if (batch_idx >= BATCH_SIZE \|\| head_idx >= NUM_HEADS \|\| query_pos >= SEQ_LEN) {	CODE

AI Structural Patterns5 hits · 4 pts

Severity	File	Line	Context
LOW	examples/tsp_tour_minimization/utils/tsp_runner.py	280	CODE
LOW	examples/symbolic_regression/data_api.py	67	CODE
LOW	openevolve/evaluator.py	358	CODE
LOW	openevolve/evolution_trace.py	66	CODE
LOW	openevolve/prompt/sampler.py	51	CODE

Overly Generic Function Names3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_checkpoint_resume.py	54	def test_function():	CODE
LOW	tests/test_island_map_elites.py	97	identical_code = "def test_function(): return 42"	CODE
LOW⚡	tests/test_api.py	185	code = "def my_function(): pass"	CODE