oraios/serena

28.7

Adjusted Score

28.7

Raw Score

100%

Time Factor

2026-08-20

Last Push

28.6K

Stars

Python

Language

131.3K

Lines of Code

807

Files

3.0K

Pattern Hits

2026-08-29

Scan Date

0.15

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 1HIGH 119MEDIUM 107LOW 2749

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 2976 distinct pattern matches across 22 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 Identifiers2117 hits · 2152 pts

Severity	File	Line	Snippet	Context
LOW	repo_dir_sync.py	258	def prepare_restoration_of_ignored_files(self, base_dir: str):	CODE
LOW	test/conftest.py	139	def create_default_serena_config():	CODE
LOW	test/conftest.py	250	def agent_for_project_context(ls_id: LanguageServerId, repo_root_override: str \| None = None) -> Iterator[SerenaAgent]:	CODE
LOW	test/conftest.py	330	def _is_perl_language_server_available() -> bool:	CODE
LOW	test/conftest.py	361	def _is_r_language_server_available() -> bool:	CODE
LOW	test/conftest.py	405	def _determine_disabled_language_servers() -> list[LanguageServerId]:	CODE
LOW⚡	test/conftest.py	510	def language_server_tests_enabled(ls_id: LanguageServerId) -> bool:	CODE
LOW⚡	test/conftest.py	520	def ls_supports_implementation(language: LanguageServerId) -> bool:	CODE
LOW⚡	test/conftest.py	524	def language_servers_supporting_implementation(*languages: LanguageServerId) -> list[LanguageServerId]:	CODE
LOW	test/conftest.py	538	def ls_has_verified_implementation_support(language: LanguageServerId) -> bool:	CODE
LOW	test/solidlsp/test_pdeathsig.py	100	def test_language_server_process_survives_a_short_lived_calling_thread() -> None:	CODE
LOW	test/solidlsp/test_pdeathsig.py	137	def test_language_server_process_dies_with_a_sigkilled_serena() -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	62	def test_timeouts_configurable_via_ls_specific_settings(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	67	def test_indexing_start_grace_default(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	71	def test_indexing_start_grace_configurable_via_ls_specific_settings(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	79	def test_server_ready_timeout_raises(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	87	def test_indexing_timeout_raises_with_diagnostic_state(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	100	def test_companion_timeout_defaults_are_raised(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	107	def test_returns_false_when_active_progress_never_completes(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	114	def test_treats_absent_progress_as_ready(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	121	def test_returns_immediately_when_no_indexing_expected(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	131	def test_returns_true_when_progress_completes(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	163	def test_tsserver_exit_message_matches_sigabrt_line(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	167	def test_tsserver_exit_message_ignores_non_error_type(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	172	def test_tsserver_exit_message_ignores_unrelated_error(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	176	def test_raise_if_crashed_is_a_noop_when_no_crash_observed(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	180	def test_raise_if_crashed_raises_with_recorded_message(self) -> None:	CODE
LOW⚡	test/solidlsp/test_typescript_timeout_policy.py	187	def test_wait_for_indexing_raises_when_progress_end_follows_a_crash(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	42	def test_server_ready_timeout_proceeds(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	50	def test_indexing_timeout_proceeds(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	205	def test_wait_for_indexing_returns_true_on_clean_completion(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	217	def test_wait_for_indexing_start_or_completion_raises_via_early_is_set_branch(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	230	def test_wait_for_indexing_start_or_completion_raises_via_absent_progress_branch(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	241	def test_wait_for_cross_file_references_propagates_the_crash(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	266	def test_configured_grace_bounds_the_real_call_path(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	279	def test_second_call_is_a_noop_regardless_of_grace(self) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	331	def _wait_for_indexing_start_or_completion(self, timeout: float) -> bool:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	354	def test_raises_when_companion_indexing_times_out(self, tmp_path) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	365	def test_succeeds_and_arms_progress_tracking_before_opening_files(self, tmp_path) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	385	def test_collects_failed_opens_and_raises_preparation_error(self, tmp_path) -> None:	CODE
LOW	test/solidlsp/test_typescript_timeout_policy.py	400	def test_preparation_error_caps_file_listing(self, tmp_path) -> None:	CODE
LOW	test/solidlsp/test_ls_common.py	16	def test_open_file_cache_invalidate(self, language_server: SolidLanguageServer) -> None:	CODE
LOW	test/solidlsp/test_ls_common.py	48	def test_workspace_folders_affect_full_symbol_tree(self):	CODE
LOW	test/solidlsp/test_symbol_body.py	39	def test_get_text_in_bounds_range() -> None:	CODE
LOW	test/solidlsp/test_symbol_body.py	45	def test_get_text_end_line_past_eof_does_not_raise() -> None:	CODE
LOW⚡	test/solidlsp/test_symbol_body.py	56	def test_get_text_end_col_past_line_end() -> None:	CODE
LOW⚡	test/solidlsp/test_symbol_body.py	62	def test_get_text_start_line_past_eof_returns_empty() -> None:	CODE
LOW⚡	test/solidlsp/test_symbol_body.py	68	def test_get_text_end_line_far_past_eof_still_raises() -> None:	CODE
LOW	test/solidlsp/test_symbol_body.py	80	def test_get_text_end_line_past_eof_with_nonzero_col_raises() -> None:	CODE
LOW	test/solidlsp/test_rename_didopen.py	10	def _create_base_initialize_params(self) -> dict:	CODE
LOW	test/solidlsp/test_rename_didopen.py	14	def test_request_rename_symbol_edit_opens_file_before_rename(tmp_path) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	148	def test_shutdown_method_omits_params_entirely(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	154	def test_exit_method_omits_params_entirely(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	160	def test_notification_with_explicit_params_dict(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	167	def test_notification_with_explicit_params_list(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	174	def test_notification_with_none_params_sends_empty_dict(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	180	def test_notification_with_empty_dict_params(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	190	def test_shutdown_request_omits_params_entirely(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	196	def test_request_with_explicit_params_dict(self) -> None:	CODE
LOW⚡	test/solidlsp/test_lsp_protocol_handler_server.py	203	def test_request_with_none_params_sends_empty_dict(self) -> None:	CODE
2057 more matches not shown…

Cross-File Repetition105 hits · 525 pts

Severity	File	Line	Snippet	Context
HIGH	test/solidlsp/terraform/test_terraform_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/toml/test_toml_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/python/test_python_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/elixir/test_elixir_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/markdown/test_markdown_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/erlang/test_erlang_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/bash/test_bash_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/powershell/test_powershell_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/json_ls/test_json_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/swift/test_swift_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/yaml_ls/test_yaml_basic.py	0	basic integration tests for the yaml language server functionality. these tests validate the functionality of the langua	STRING
HIGH	test/solidlsp/toml/test_toml_basic.py	0	test request_document_symbols with body extraction.	STRING
HIGH	test/solidlsp/markdown/test_markdown_basic.py	0	test request_document_symbols with body extraction.	STRING
HIGH	test/solidlsp/bash/test_bash_basic.py	0	test request_document_symbols with body extraction.	STRING
HIGH	test/solidlsp/yaml_ls/test_yaml_basic.py	0	test request_document_symbols with body extraction.	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	tests for the erlang language server symbol-related functionality. these tests focus on the following methods: - request	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	tests for the erlang language server symbol-related functionality. these tests focus on the following methods: - request	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	tests for the erlang language server symbol-related functionality. these tests focus on the following methods: - request	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	test the ruby language server's symbol-related functionality.	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	test the ruby language server's symbol-related functionality.	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	test the ruby language server's symbol-related functionality.	STRING
HIGH	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	0	test the ruby language server's symbol-related functionality.	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	test request_containing_symbol for a position with no containing symbol.	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	test request_containing_symbol for a position with no containing symbol.	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	test request_containing_symbol for a position with no containing symbol.	STRING
HIGH	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	0	test request_containing_symbol for a position with no containing symbol.	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	test request_referencing_symbols for a position with no symbol.	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	test request_referencing_symbols for a position with no symbol.	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	test request_referencing_symbols for a position with no symbol.	STRING
HIGH	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	0	test request_referencing_symbols for a position with no symbol.	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	test request_defining_symbol for a position with no symbol.	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	test request_defining_symbol for a position with no symbol.	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	test request_defining_symbol for a position with no symbol.	STRING
HIGH	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	0	test request_defining_symbol for a position with no symbol.	STRING
HIGH	test/solidlsp/python/test_symbol_retrieval.py	0	test that symbol tree structure is correctly built.	STRING
HIGH	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	0	test that symbol tree structure is correctly built.	STRING
HIGH	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	0	test that symbol tree structure is correctly built.	STRING
HIGH	test/solidlsp/dart/test_dart_basic.py	0	test that the language server starts and stops successfully.	STRING
HIGH	test/solidlsp/perl/test_perl_basic.py	0	test that the language server starts and stops successfully.	STRING
HIGH	test/solidlsp/php/test_php_basic.py	0	test that the language server starts and stops successfully.	STRING
HIGH	test/solidlsp/dart/test_dart_basic.py	0	test finding references using symbol selection range.	STRING
HIGH	test/solidlsp/fsharp/test_fsharp_basic.py	0	test finding references using symbol selection range.	STRING
HIGH	test/solidlsp/csharp/test_csharp_basic.py	0	test finding references using symbol selection range.	STRING
HIGH	test/solidlsp/haxe/test_haxe_basic.py	0	test that symbol names do not contain unexpected formatting characters.	STRING
HIGH	test/solidlsp/crystal/test_crystal_basic.py	0	test that symbol names do not contain unexpected formatting characters.	STRING
HIGH	test/solidlsp/msl/test_msl_basic.py	0	test that symbol names do not contain unexpected formatting characters.	STRING
HIGH	test/solidlsp/wolfram/test_wolfram_basic.py	0	test finding references to a function within the same file.	STRING
HIGH	test/solidlsp/powershell/test_powershell_basic.py	0	test finding references to a function within the same file.	STRING
HIGH	test/solidlsp/julia/test_julia_basic.py	0	test finding references to a function within the same file.	STRING
HIGH	src/solidlsp/language_servers/perl_language_server.py	0	check if required go runtime dependencies are available. raises runtimeerror with helpful message if dependencies are mi	STRING
HIGH	src/solidlsp/language_servers/zls.py	0	check if required go runtime dependencies are available. raises runtimeerror with helpful message if dependencies are mi	STRING
HIGH	src/solidlsp/language_servers/gopls.py	0	check if required go runtime dependencies are available. raises runtimeerror with helpful message if dependencies are mi	STRING
HIGH	src/solidlsp/language_servers/pyrefly_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/scala_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/csharp_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/solargraph.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	…olidlsp/language_servers/typescript_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/vts_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/bash_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
HIGH	src/solidlsp/language_servers/dart_language_server.py	0	creates a cclslanguageserver instance. this class is not meant to be instantiated directly. use languageserver.create()	STRING
45 more matches not shown…

Excessive Try-Catch Wrapping195 hits · 208 pts

Severity	File	Line	Snippet	Context
LOW	test/solidlsp/go/test_go_basic.py	292	except Exception:	CODE
LOW	test/solidlsp/python/test_symbol_retrieval.py	184	except Exception:	CODE
LOW	test/solidlsp/elixir/conftest.py	143	except Exception as e:	CODE
LOW	test/solidlsp/elixir/__init__.py	16	except Exception as e:	CODE
LOW⚡	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	161	except Exception:	CODE
LOW	test/solidlsp/erlang/conftest.py	143	except Exception as e:	CODE
LOW⚡	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	193	except Exception:	CODE
LOW⚡	test/solidlsp/erlang/__init__.py	28	except Exception as e:	CODE
LOW	test/solidlsp/erlang/test_erlang_basic.py	40	except Exception as e:	CODE
LOW⚡	test/solidlsp/erlang/test_erlang_ignored_dirs.py	181	except Exception:	CODE
LOW	test/solidlsp/fsharp/test_fsharp_basic.py	186	except Exception as e:	CODE
MEDIUM	test/solidlsp/fsharp/test_fsharp_basic.py	183	def run_completion():	CODE
LOW	test/solidlsp/angular/test_angular_error_cases.py	368	except Exception:	CODE
LOW	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	413	except Exception as e:	CODE
LOW	…st/resources/repos/python/test_repo/test_repo/utils.py	120	except Exception as e:	CODE
LOW	…epos/python/test_repo/custom_test/advanced_features.py	165	except Exception as e:	CODE
LOW	…epos/python/test_repo/custom_test/advanced_features.py	269	except Exception as e:	CODE
LOW	…epos/python/test_repo/custom_test/advanced_features.py	384	except Exception as e:	CODE
LOW	…st/resources/repos/python/test_repo/scripts/run_app.py	52	except Exception as e:	CODE
MEDIUM	test/resources/repos/lua/test_repo/main.lua	88	print("Error: " .. res)	CODE
LOW	test/serena/test_task_executor.py	51	except Exception as e:	CODE
LOW	test/serena/test_task_executor.py	75	except Exception as e:	CODE
MEDIUM	scripts/build_news_json.py	23	print(f"Error: News directory not found at {news_dir}", file=sys.stderr)	CODE
LOW	scripts/demo_progressive_tool_shortening.py	190	except Exception as e:	CODE
LOW⚡	src/solidlsp/ls.py	3074	except Exception as e:	CODE
LOW⚡	src/solidlsp/ls.py	3090	except Exception as e:	CODE
LOW	src/solidlsp/ls.py	1467	except Exception as e:	CODE
LOW	src/solidlsp/ls.py	2174	except Exception:	CODE
LOW	src/solidlsp/ls.py	2981	except Exception as e:	CODE
LOW	src/solidlsp/ls.py	3043	except Exception as e:	CODE
LOW	src/solidlsp/ls.py	3055	except Exception as e:	CODE
LOW	src/solidlsp/ls.py	3194	except Exception as e:	CODE
LOW	src/solidlsp/ls_process.py	305	except Exception as err:	CODE
LOW	src/solidlsp/ls_process.py	453	except Exception as ex:	CODE
LOW	src/solidlsp/ls_process.py	468	except Exception as ex:	CODE
LOW	src/solidlsp/ls_process.py	480	except Exception as ex:	CODE
LOW	src/solidlsp/ls_process.py	556	except Exception as e:	CODE
LOW	src/solidlsp/ls_process.py	570	except Exception:	CODE
LOW	src/solidlsp/ls_process.py	620	except Exception as e:	CODE
LOW	src/solidlsp/ls_process.py	646	except Exception as e:	CODE
LOW⚡	src/solidlsp/ls_process.py	751	except Exception:	CODE
LOW⚡	src/solidlsp/ls_process.py	755	except Exception:	CODE
LOW⚡	src/solidlsp/ls_process.py	760	except Exception:	CODE
LOW	src/solidlsp/ls_process.py	817	except Exception as exc:	CODE
LOW	src/solidlsp/ls_utils.py	428	except Exception as exc:	CODE
LOW⚡	src/solidlsp/ls_utils.py	473	except Exception as exc:	CODE
LOW	src/solidlsp/ls_utils.py	538	except Exception as exc:	CODE
LOW	src/solidlsp/util/subprocess_util.py	334	except Exception as e:	CODE
LOW	src/solidlsp/util/subprocess_util.py	383	except Exception as e:	CODE
LOW	src/solidlsp/util/zip.py	105	except Exception as e:	CODE
LOW	src/solidlsp/util/metals_db_utils.py	157	except Exception as e:	CODE
LOW	…/solidlsp/language_servers/nextflow_language_server.py	326	except Exception as e:	CODE
LOW	src/solidlsp/language_servers/systemverilog_server.py	57	except Exception:	CODE
LOW	src/solidlsp/language_servers/nixd_ls.py	107	except Exception:	CODE
LOW	src/solidlsp/language_servers/nixd_ls.py	137	except Exception as exc:	CODE
LOW	src/solidlsp/language_servers/luau_lsp.py	193	except Exception as exc:	CODE
LOW	src/solidlsp/language_servers/csharp_language_server.py	486	except Exception as e:	CODE
LOW	src/solidlsp/language_servers/csharp_language_server.py	661	except Exception as e:	CODE
LOW	src/solidlsp/language_servers/csharp_language_server.py	672	except Exception as e:	CODE
LOW	src/solidlsp/language_servers/solargraph.py	150	except Exception as e:	CODE
135 more matches not shown…

Decorative Section Separators46 hits · 171 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/solidlsp/test_lsp_protocol_handler_server.py	19	# =============================================================================	COMMENT
MEDIUM	test/solidlsp/test_lsp_protocol_handler_server.py	21	# =============================================================================	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	120	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	122	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	196	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	198	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	236	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	238	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	277	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	279	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	334	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	336	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	496	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	498	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	522	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	524	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	645	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/java/test_jdtls_path_resolution.py	647	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/solidlsp/java/test_jdtls_path_resolution.py	436	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/solidlsp/java/test_jdtls_path_resolution.py	438	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/solidlsp/java/test_jdtls_path_resolution.py	616	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	test/solidlsp/java/test_jdtls_path_resolution.py	618	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/bsl/test_bsl_basic.py	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	test/solidlsp/bsl/test_bsl_basic.py	134	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	test/solidlsp/hlsl/test_hlsl_basic.py	26	# ── Symbol Discovery ─────────────────────────────────────────────	COMMENT
MEDIUM	test/solidlsp/hlsl/test_hlsl_basic.py	69	# ── Go-to-Definition ─────────────────────────────────────────────	COMMENT
MEDIUM	test/solidlsp/hlsl/test_hlsl_basic.py	101	# ── References ────────────────────────────────────────────────────	COMMENT
MEDIUM	test/solidlsp/hlsl/test_hlsl_basic.py	123	# ── Hover ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/pytest.yml	1	# =============================================================================	COMMENT
MEDIUM	.github/workflows/pytest.yml	3	# =============================================================================	COMMENT
MEDIUM	.github/workflows/pytest.yml	41	# =============================================================================	COMMENT
MEDIUM	.github/workflows/python-versions.yml	1	# =============================================================================	COMMENT
MEDIUM	.github/workflows/python-versions.yml	3	# =============================================================================	COMMENT
MEDIUM	.github/workflows/python-versions.yml	30	# =============================================================================	COMMENT
MEDIUM⚡	…c/solidlsp/language_servers/angular_language_server.py	609	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	…c/solidlsp/language_servers/angular_language_server.py	611	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	src/serena/dashboard.py	1220	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	src/serena/dashboard.py	1222	# ------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	79	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	81	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	276	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	278	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	505	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/serena/memories/memory_reference_analysis.py	507	# ---------------------------------------------------------------------------	COMMENT

Deep Nesting171 hits · 142 pts

Severity	File	Line	Context
LOW	test/conftest.py	556	CODE
LOW	test/solidlsp/zig/test_zig_basic.py	153	CODE
LOW	test/solidlsp/go/test_go_basic.py	240	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	67	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	142	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	173	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	212	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	238	CODE
LOW	…solidlsp/systemverilog/test_systemverilog_detection.py	271	CODE
LOW	test/solidlsp/al/test_al_basic.py	271	CODE
LOW	test/solidlsp/al/test_al_basic.py	357	CODE
LOW	test/solidlsp/elixir/test_elixir_basic.py	30	CODE
LOW	test/solidlsp/elixir/test_elixir_basic.py	59	CODE
LOW	test/solidlsp/elixir/test_elixir_basic.py	84	CODE
LOW	test/solidlsp/dart/test_dart_basic.py	173	CODE
LOW	test/solidlsp/dart/test_dart_basic.py	315	CODE
LOW	test/solidlsp/dart/test_dart_basic.py	380	CODE
LOW	test/solidlsp/vue/test_vue_basic.py	185	CODE
LOW	test/solidlsp/vue/test_vue_basic.py	189	CODE
LOW	test/solidlsp/vue/test_vue_rename.py	13	CODE
LOW	test/solidlsp/vue/test_vue_rename.py	79	CODE
LOW	test/solidlsp/vue/test_vue_rename.py	144	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	36	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	65	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	92	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	136	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	165	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	194	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	248	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	275	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	302	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	339	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	374	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	409	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	437	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	465	CODE
LOW	test/solidlsp/rust/test_rust_analyzer_detection.py	497	CODE
LOW	test/solidlsp/erlang/test_erlang_symbol_retrieval.py	82	CODE
LOW	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	267	CODE
LOW	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	311	CODE
LOW	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	458	CODE
LOW	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	536	CODE
LOW	…sources/repos/python/test_repo/test_repo/overloaded.py	47	CODE
LOW	test/serena/test_serena_agent.py	956	CODE
LOW	test/serena/test_serena_agent.py	970	CODE
LOW	test/serena/test_symbol_editing.py	58	CODE
LOW	test/serena/test_tool_parameter_types.py	11	CODE
LOW	docs/autogen_docs.py	53	CODE
LOW	docs/autogen_docs.py	149	CODE
LOW	scripts/live_test_grok.py	578	CODE
LOW	scripts/demo_find_defining_symbol.py	53	CODE
LOW	src/solidlsp/ls.py	963	CODE
LOW	src/solidlsp/ls.py	1760	CODE
LOW	src/solidlsp/ls.py	2059	CODE
LOW	src/solidlsp/ls.py	2211	CODE
LOW	src/solidlsp/ls.py	2368	CODE
LOW	src/solidlsp/ls.py	2718	CODE
LOW	src/solidlsp/ls.py	3018	CODE
LOW	src/solidlsp/ls.py	2078	CODE
LOW	src/solidlsp/ls.py	2220	CODE
111 more matches not shown…

Self-Referential Comments32 hits · 102 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/solidlsp/python/test_symbol_retrieval.py	224	# Create an example file path for a file that calls UserService.create_user	COMMENT
MEDIUM	test/solidlsp/vue/test_vue_basic.py	163	# Create a unique key for this reference location	COMMENT
MEDIUM	test/solidlsp/rego/test_rego_basic.py	97	# This function is defined in utils/helpers.rego	COMMENT
MEDIUM	test/solidlsp/cpp/test_cpp_basic.py	105	# Create a new file that references the 'add' function from b.cpp	COMMENT
MEDIUM	test/solidlsp/csharp/test_csharp_nuget_download.py	21	# Create a RuntimeDependency with a NuGet.org URL	COMMENT
MEDIUM	…esources/repos/python/test_repo/test_repo/variables.py	91	# Create a second dataclass instance with different status	COMMENT
MEDIUM	…epos/python/test_repo/custom_test/advanced_features.py	463	# Create a tree	COMMENT
MEDIUM	test/resources/repos/r/test_repo/R/models.R	41	# Create a simple base R plot	COMMENT
MEDIUM	test/resources/repos/r/test_repo/examples/analysis.R	20	# Create a plot	COMMENT
MEDIUM	test/serena/test_cli_project_commands.py	37	# Create a simple Python file so language detection works	COMMENT
MEDIUM	test/serena/test_mcp.py	13	# Create a mock agent for tool initialization	COMMENT
MEDIUM	test/serena/test_mcp.py	289	# Create an instance of the tool	COMMENT
MEDIUM⚡	test/serena/util/test_file_system.py	813	# Create a root .gitignore	COMMENT
MEDIUM⚡	test/serena/util/test_file_system.py	817	# Create an unreadable subdirectory	COMMENT
MEDIUM	test/serena/util/test_file_system.py	18	# Create a temporary directory for testing	COMMENT
MEDIUM	test/serena/util/test_file_system.py	134	# Create a simple test case with only root gitignore	COMMENT
MEDIUM	test/serena/util/test_file_system.py	158	# Create a test case with subdirectory gitignore	COMMENT
MEDIUM	test/serena/config/test_global_ignored_paths.py	178	# Create a minimal project.yml so from_project_root can load config	COMMENT
MEDIUM⚡	test/serena/config/test_serena_config.py	30	# Create a temporary directory for testing	COMMENT
MEDIUM⚡	test/serena/config/test_serena_config.py	56	# Create a Python file	COMMENT
MEDIUM	test/serena/config/test_serena_config.py	69	# Create a Python file	COMMENT
MEDIUM	test/serena/config/test_serena_config.py	107	# Create a Go file	COMMENT
MEDIUM	test/serena/config/test_serena_config.py	147	# Create a TypeScript file	COMMENT
MEDIUM	scripts/agno_agent.py	15	# Define the model to use (see Agno documentation for supported models; these are just examples)	COMMENT
MEDIUM	scripts/agno_agent.py	19	# Create the Serena agent using the existing provider	COMMENT
MEDIUM	.github/workflows/pytest.yml	551	# Create a simple test program	COMMENT
MEDIUM	src/solidlsp/language_servers/al_language_server.py	782	# Create a file-level symbol containing the document symbols	COMMENT
MEDIUM	src/solidlsp/language_servers/vue_language_server.py	946	sym = dict(sym) # Create a copy to avoid mutating the original	CODE
MEDIUM	…olidlsp/language_servers/powershell_language_server.py	217	# Create a temp directory for PSES logs and session details	COMMENT
MEDIUM	…solidlsp/language_servers/elixir_tools/elixir_tools.py	187	# Create a symlink with the expected name on Unix-like systems	COMMENT
MEDIUM⚡	src/serena/gui_log_viewer.py	254	# Create a label to display the logo	COMMENT
MEDIUM	src/serena/agno.py	75	# Create a mutually exclusive group	COMMENT

Redundant / Tautological Comments63 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	test/solidlsp/zig/test_zig_basic.py	165	# Open the files that contain references to enable cross-file search	COMMENT
LOW	test/solidlsp/svelte/__init__.py	8	# Check if npm is installed	COMMENT
LOW	test/solidlsp/nix/test_nix_basic.py	118	# Check if we found the inherit (line 67, 0-indexed: 66)	COMMENT
LOW	test/solidlsp/elixir/conftest.py	27	# Check if this looks like an Elixir project	COMMENT
LOW	test/solidlsp/elixir/conftest.py	32	# Check if already compiled (optimization for repeated runs)	COMMENT
LOW	test/solidlsp/elixir/__init__.py	7	# Check if Elixir is installed	COMMENT
LOW	test/solidlsp/vue/test_vue_basic.py	198	# Check if this symbol has a location	COMMENT
LOW	test/solidlsp/vue/__init__.py	8	# Check if npm is installed	COMMENT
LOW	test/solidlsp/erlang/conftest.py	27	# Check if this looks like an Erlang project	COMMENT
LOW	test/solidlsp/erlang/conftest.py	32	# Check if already compiled (optimization for repeated runs)	COMMENT
LOW⚡	test/solidlsp/erlang/__init__.py	6	# Check if we're on Windows (Erlang LS doesn't support Windows)	COMMENT
LOW⚡	test/solidlsp/erlang/__init__.py	14	# Check if Erlang/OTP is installed	COMMENT
LOW⚡	test/solidlsp/erlang/__init__.py	19	# Check if rebar3 is available (commonly used build tool)	COMMENT
LOW	test/solidlsp/lua/test_lua_basic.py	276	# Check if test_calculator.lua references calculator module	COMMENT
LOW	test/solidlsp/fortran/test_fortran_basic.py	213	# Check if we have location information	COMMENT
LOW	test/solidlsp/csharp/test_csharp_basic.py	136	# Open the file first	COMMENT
LOW	test/resources/repos/terraform/test_repo/outputs.tf	1	# Output values for the Terraform configuration	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	75	# Set this to [] to disable base modes for this project.	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	76	# Set this to a list of mode names to always include the respective modes for this project.	COMMENT
LOW	test/serena/test_mcp.py	266	# Check if the class is defined in a test module	COMMENT
LOW	.serena/project.yml	85	# Set this to [] to disable base modes for this project.	COMMENT
LOW	.serena/project.yml	86	# Set this to a list of mode names to always include the respective modes for this project.	COMMENT
LOW	src/solidlsp/ls_process.py	526	# Check if process terminated immediately	COMMENT
LOW	src/solidlsp/util/metals_db_utils.py	111	# Check if the process is still alive	COMMENT
LOW	src/solidlsp/util/metals_db_utils.py	151	# Check if this is actually a Metals process	COMMENT
LOW	src/solidlsp/language_servers/nixd_ls.py	166	# Check if there's a semicolon immediately after the current range end	COMMENT
LOW	src/solidlsp/language_servers/eclipse_jdtls.py	1184	# Set updateSnapshots to False to improve performance and avoid unnecessary network calls	STRING
LOW	src/solidlsp/language_servers/scala_language_server.py	638	# Check if metals is available globally in PATH	COMMENT
LOW	src/solidlsp/language_servers/csharp_language_server.py	246	# Check if we have an original name for this position	COMMENT
LOW	src/solidlsp/language_servers/solargraph.py	73	# Check if Ruby is installed	COMMENT
LOW	src/solidlsp/language_servers/solargraph.py	122	# Check if bundle command is available	COMMENT
LOW	src/solidlsp/language_servers/solargraph.py	143	# Check if solargraph is in Gemfile.lock	COMMENT
LOW	src/solidlsp/language_servers/solargraph.py	162	# Check if solargraph is installed globally	COMMENT
LOW	src/solidlsp/language_servers/ruby_lsp.py	165	# Check if Ruby is installed	COMMENT
LOW	src/solidlsp/language_servers/ruby_lsp.py	203	# Check if bundle command is available using Windows-compatible search	COMMENT
LOW	src/solidlsp/language_servers/ruby_lsp.py	222	# Check if ruby-lsp is in Gemfile.lock	COMMENT
LOW	src/solidlsp/language_servers/ruby_lsp.py	241	# Check if ruby-lsp is available globally using Windows-compatible search	COMMENT
LOW	src/solidlsp/language_servers/elm_language_server.py	81	# Check if elm-language-server and elm are already installed globally	COMMENT
LOW	src/solidlsp/language_servers/groovy_language_server.py	124	# Check if user specified custom Java home path	COMMENT
LOW	src/solidlsp/language_servers/clangd_language_server.py	166	# Check if any entries have relative directory paths	COMMENT
LOW	src/solidlsp/language_servers/common.py	179	# Check if already quoted to avoid double-quoting	COMMENT
LOW	src/solidlsp/language_servers/al_language_server.py	350	# Check if AL extension path is configured via environment variable	COMMENT
LOW	src/solidlsp/language_servers/al_language_server.py	624	# Check if app.json exists and open it	COMMENT
LOW	src/solidlsp/language_servers/al_language_server.py	666	# Check if project supports load status check (optional)	COMMENT
LOW	src/solidlsp/language_servers/al_language_server.py	908	# Check if we've already determined this request isn't supported	COMMENT
LOW	src/solidlsp/language_servers/al_language_server.py	1062	# Check if we have an original name for this position	COMMENT
LOW	src/solidlsp/language_servers/ocaml_lsp_server.py	149	# Check if ocaml-lsp-server is installed	COMMENT
LOW	src/solidlsp/language_servers/julia_server.py	81	# Check if LanguageServer.jl is installed.	COMMENT
LOW	src/solidlsp/language_servers/vue_language_server.py	579	# Check if installation is needed based on executables AND version	COMMENT
LOW	src/solidlsp/language_servers/vue_language_server.py	933	# Check if there's a Variable definition at a different line	COMMENT
LOW	…c/solidlsp/language_servers/haskell_language_server.py	80	# Check if there's a haskell subdirectory with Stack/Cabal project	COMMENT
LOW	src/solidlsp/language_servers/pascal_server.py	647	# Check if pasls is already in PATH	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	219	# Check if position is within an alias definition	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	225	# Check if position is within an event definition	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	232	# Check if position is within a raw event	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	239	# Check if position is within a menu	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	245	# Check if position is within a dialog	COMMENT
LOW⚡	src/solidlsp/language_servers/msl_lsp_server.py	251	# Check if position is within a CTCP handler	COMMENT
LOW	…olidlsp/language_servers/powershell_language_server.py	83	# Check if pwsh is in PATH	COMMENT
LOW	…solidlsp/language_servers/elixir_tools/elixir_tools.py	82	# Check if Elixir is available first	COMMENT
3 more matches not shown…

Cross-Language Confusion14 hits · 88 pts

Severity	File	Line	Snippet	Context
HIGH	repo_dir_sync.py	359	repo.push(self)	CODE
HIGH	test/solidlsp/svelte/conftest.py	30	The fixture's own ``prepare`` script masks sync failures (``svelte-kit sync \|\| echo ''``); a missing	STRING
HIGH	test/serena/test_symbol_editing.py	720	lastResult.value = undefined;	CODE
HIGH	src/solidlsp/language_servers/eclipse_jdtls.py	132	- gradle_java_home: Path to JDK for Gradle (default: null, falls back to JAVA_HOME when	CODE
HIGH⚡	src/solidlsp/language_servers/solargraph.py	94	" - Using rbenv: rbenv install 3.0.0 && rbenv global 3.0.0\n"	CODE
HIGH⚡	src/solidlsp/language_servers/solargraph.py	95	" - Using RVM: rvm install 3.0.0 && rvm use 3.0.0 --default\n"	CODE
HIGH⚡	src/solidlsp/language_servers/solargraph.py	96	" - Using asdf: asdf install ruby 3.0.0 && asdf global ruby 3.0.0\n"	CODE
HIGH⚡	src/solidlsp/language_servers/ruby_lsp.py	188	" - Using mise: mise install ruby && mise use ruby (https://mise.jdx.dev)\n"	CODE
HIGH⚡	src/solidlsp/language_servers/ruby_lsp.py	189	" - Using rbenv: rbenv install 3.0.0 && rbenv global 3.0.0\n"	CODE
HIGH⚡	src/solidlsp/language_servers/ruby_lsp.py	190	" - Using asdf: asdf install ruby 3.0.0 && asdf global ruby 3.0.0\n"	CODE
HIGH⚡	src/solidlsp/language_servers/ruby_lsp.py	191	" - Using RVM: rvm install 3.0.0 && rvm use 3.0.0 --default\n"	CODE
HIGH⚡	src/solidlsp/language_servers/gopls.py	164	"gopls_settings must be JSON-serializable (json.dumps). Use JSON-compatible values (dict/list/str/int/fl	CODE
HIGH	src/serena/tools/jetbrains_tools.py	614	If empty/null, closes the REPL with the given key.	CODE
HIGH	src/serena/config/serena_config.py	613	raise ValueError(f"symbol_info_budget must be a number or null, got: {symbol_info_budget_raw}") from e	CODE

Over-Commented Block68 hits · 68 pts

Severity	File	Line	Snippet	Context
LOW	pyproject.toml	121	# so we do not want unresolvable imports to fail the type check.	COMMENT
LOW	test/solidlsp/elixir/test_elixir_symbol_retrieval.py	301	# Should contain information about our modules	COMMENT
LOW	test/solidlsp/bsl/test_bsl_basic.py	81	# --- Cross-file reference resolution ---	COMMENT
LOW	test/resources/repos/nix/test_repo/scripts/hello.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	1		COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	21	# e.g. in clients you have no control over, like Claude Desktop.	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	41	# * `write_memory`: Writes a named memory (for future reference) to Serena's project-specific memory store.	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	61	read_only: false	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	81	# If the setting is undefined, the default_modes from the global configuration (serena_config.yml) apply.	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	101	# This does not affect Serena's own files (e.g. memories and configuration files), which always use native line endings.	COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	121		COMMENT
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	141	# Note:	COMMENT
LOW	…t/resources/repos/cpp/ue_test_repo/Stubs/CoreMinimal.h	1	// Stand-in for Unreal's umbrella header.	COMMENT
LOW	…es/repos/cpp/ue_test_repo/Stubs/UObject/ObjectMacros.h	1	// Stub mirroring Unreal Engine 5.7 ObjectMacros.h (Engine/Source/Runtime/CoreUObject/	COMMENT
LOW	.serena/project.yml	1	# the name by which the project can be referenced within Serena/when chatting with the LLM.	COMMENT
LOW	.serena/project.yml	21	# For the current list, see values of Language enum here:	COMMENT
LOW	.serena/project.yml	41	# whether to use project's .gitignore files to ignore files	COMMENT
LOW	.serena/project.yml	61	# list of tool names to exclude.	COMMENT
LOW	.serena/project.yml	81	# list of mode names to that are always to be included in the set of active modes	COMMENT
LOW	.serena/project.yml	101	# Find the list of tools here: https://oraios.github.io/serena/01-about/035_tools.html	COMMENT
LOW	.serena/project.yml	121	# line ending convention to use when writing source files.	COMMENT
LOW	.serena/project.yml	141	# The full set of modes to be activated is base_modes (from global config) + default_modes + added_modes.	COMMENT
LOW	.serena/project.yml	161	# Furthermore, the paths should not be filtered by ignore settings.	COMMENT
LOW	docs/_config.yml	1	# Book settings	COMMENT
LOW	.github/workflows/pytest.yml	1	# =============================================================================	COMMENT
LOW	.github/workflows/pytest.yml	21	# CONCURRENCY LIMITS (GitHub free tier)	COMMENT
LOW	.github/workflows/pytest.yml	61	# Backstop against hung jobs: without this, GitHub's default limit is 6 hours (observed in	COMMENT
LOW	.github/workflows/pytest.yml	81	fail-fast: false	COMMENT
LOW	.github/workflows/python-versions.yml	1	# =============================================================================	COMMENT
LOW	.github/workflows/python-versions.yml	81	- name: List Python dependencies	COMMENT
LOW	.github/workflows/codeql.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	src/solidlsp/ls.py	2421	ref_path, ref_line, ref_col, include_body=include_body, body_factory=body_factory	COMMENT
LOW	src/solidlsp/util/zip.py	121	# Example usage:	COMMENT
LOW	src/solidlsp/language_servers/eclipse_jdtls.py	1361	log.info("Project is ready")	COMMENT
LOW	src/solidlsp/language_servers/scala_language_server.py	41	# an un-imported workspace and a build server. Everything else is dismissed, since a prompt we do	COMMENT
LOW	src/solidlsp/language_servers/scala_language_server.py	461	scala:	COMMENT
LOW	src/solidlsp/language_servers/intelephense.py	201	# the initialize request: Intelephense reads configuration exclusively from	COMMENT
LOW	…c/solidlsp/language_servers/fortran_language_server.py	81	# Fortran keywords that define named constructs	COMMENT
LOW	…c/solidlsp/language_servers/fortran_language_server.py	141	@override	COMMENT
LOW	src/serena/resources/serena_config.template.yml	1	# the language backend to use for code understanding and manipulation.	COMMENT
LOW	src/serena/resources/serena_config.template.yml	21	# Being able to inspect logs is useful both for troubleshooting and for monitoring the tool calls,	COMMENT
LOW	src/serena/resources/serena_config.template.yml	41	# If set to false, you can still open the dashboard manually:	COMMENT
LOW	src/serena/resources/serena_config.template.yml	61	# opening the dashboard in browser tabs when selected from the tray menu.	COMMENT
LOW	src/serena/resources/serena_config.template.yml	81	jetbrains_plugin_server_address: 127.0.0.1	COMMENT
LOW	src/serena/resources/serena_config.template.yml	101	ls_specific_settings: {}	COMMENT
LOW	src/serena/resources/serena_config.template.yml	121	# list of paths to ignore across all projects.	COMMENT
LOW	src/serena/resources/serena_config.template.yml	161	- editing	COMMENT
LOW	src/serena/resources/serena_config.template.yml	181	# data files on first run), or ANTHROPIC_CLAUDE_SONNET_4 which will use the (free of cost) Anthropic API to	COMMENT
LOW	src/serena/resources/serena_config.template.yml	201	# Default: "$projectDir/.serena" (data stored inside the project directory)	COMMENT
LOW	src/serena/resources/project.local.template.yml	1	# This file allows you to locally override settings in project.yml for development purposes.	COMMENT
LOW	src/serena/resources/project.template.yml	1	# the name by which the project can be referenced within Serena/when chatting with the LLM.	COMMENT
LOW	src/serena/resources/project.template.yml	21	# For the current list, see values of the LanguageServerId enum here:	COMMENT
LOW	src/serena/resources/project.template.yml	41	# For a list of possible encodings, see https://docs.python.org/3.11/library/codecs.html#standard-encodings	COMMENT
LOW	src/serena/resources/project.template.yml	61		COMMENT
LOW	src/serena/resources/project.template.yml	81	# Furthermore, the paths should not be filtered by ignore settings.	COMMENT
LOW	src/serena/resources/project.template.yml	101	# Same syntax as gitignore, so you can use * and **.	COMMENT
LOW	src/serena/resources/project.template.yml	121		COMMENT
LOW	src/serena/resources/project.template.yml	141		COMMENT
LOW	src/serena/resources/project.template.yml	161	# list of regex patterns for memories to completely ignore.	COMMENT
LOW	src/serena/resources/config/contexts/junie.yml	21		COMMENT
8 more matches not shown…

Unused Imports51 hits · 48 pts

Severity	File	Line	Context
LOW	test/solidlsp/test_pdeathsig.py	16	CODE
LOW	test/solidlsp/test_content_modified_retry.py	17	CODE
LOW	test/solidlsp/test_process_group_cleanup.py	15	CODE
LOW	test/solidlsp/test_is_ignored_path_missing.py	12	CODE
LOW	test/solidlsp/pascal/test_pascal_auto_update.py	9	CODE
LOW	test/solidlsp/svelte/conftest.py	1	CODE
LOW	test/solidlsp/util/test_ls_utils.py	1	CODE
LOW	test/solidlsp/angular/conftest.py	19	CODE
LOW	test/solidlsp/java/test_jdtls_path_resolution.py	10	CODE
LOW	…epos/python/test_repo/custom_test/advanced_features.py	8	CODE
LOW	scripts/bump_version.py	1	CODE
LOW	src/solidlsp/ls_types.py	5	CODE
LOW	src/solidlsp/ls_types.py	16	CODE
LOW	src/solidlsp/ls_config.py	16	CODE
LOW	src/solidlsp/__init__.py	2	CODE
LOW	src/solidlsp/ls_request.py	6	CODE
LOW	src/solidlsp/initialize_params.py	10	CODE
LOW	src/solidlsp/settings.py	14	CODE
LOW	src/solidlsp/util/subprocess_util.py	9	CODE
LOW	src/solidlsp/util/subprocess_util.py	18	CODE
LOW	src/solidlsp/util/metals_db_utils.py	13	CODE
LOW	…lidlsp/language_servers/vscode_html_language_server.py	19	CODE
LOW	…olidlsp/language_servers/typescript_language_server.py	38	CODE
LOW	src/solidlsp/language_servers/svelte_language_server.py	6	CODE
LOW	…solidlsp/language_servers/some_sass_language_server.py	24	CODE
LOW	src/solidlsp/language_servers/common.py	1	CODE
LOW	src/solidlsp/language_servers/cue_language_server.py	6	CODE
LOW	src/solidlsp/language_servers/pascal_server.py	46	CODE
LOW	…c/solidlsp/language_servers/angular_language_server.py	53	CODE
LOW	src/serena/project_server.py	15	CODE
LOW	src/serena/dashboard.py	34	CODE
LOW	src/serena/cli.py	48	CODE
LOW	src/serena/analytics.py	1	CODE
LOW	src/serena/project.py	27	CODE
LOW	src/serena/ls_manager.py	17	CODE
LOW	src/serena/tools/tools_base.py	17	CODE
LOW	src/serena/tools/tools_base.py	26	CODE
LOW	src/serena/tools/__init__.py	2	CODE
LOW	src/serena/tools/__init__.py	3	CODE
LOW	src/serena/tools/__init__.py	4	CODE
LOW	src/serena/tools/__init__.py	5	CODE
LOW	src/serena/tools/__init__.py	6	CODE
LOW	src/serena/tools/__init__.py	7	CODE
LOW	src/serena/tools/__init__.py	8	CODE
LOW	src/serena/tools/__init__.py	9	CODE
LOW	src/serena/tools/__init__.py	10	CODE
LOW	src/serena/util/ls_diagnostics.py	10	CODE
LOW	src/serena/util/file_proxy.py	10	CODE
LOW	src/serena/config/serena_config.py	47	CODE
LOW	src/serena/memories/memory_reference_analysis.py	14	CODE
LOW	src/interprompt/__init__.py	1	CODE

Modern Structural Boilerplate42 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	…t/resources/repos/python/test_repo/test_repo/models.py	144	def update_timestamp(self, timestamp: str) -> None:	CODE
LOW	…t/resources/repos/python/test_repo/test_repo/models.py	238	def update_stock(self, quantity: int) -> None:	CODE
LOW	…ces/repos/python/test_repo/examples/user_management.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…ces/repos/python/test_repo/examples/user_management.py	63	def update_user_stats(self, user_id: str, login_count: int, days_since_active: int) -> None:	CODE
LOW	…st/resources/repos/python/test_repo/scripts/run_app.py	24	logger = logging.getLogger(__name__)	CODE
LOW	…st_repo/ignore_this_dir_with_postfix/ignored_module.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…st_repo/ignore_this_dir_with_postfix/ignored_module.py	63	def update_user_stats(self, user_id: str, login_count: int, days_since_active: int) -> None:	CODE
LOW	src/solidlsp/ls.py	1183	def set_request_timeout(self, timeout: float \| None) -> None:	CODE
LOW⚡	src/solidlsp/ls_process.py	183	def set_request_timeout(self, timeout: float \| None) -> None:	CODE
LOW⚡	src/solidlsp/ls_process.py	189	def set_content_modified_retry_methods(self, methods: Iterable[str]) -> None:	CODE
LOW	src/solidlsp/util/subprocess_util.py	190	def _set_pdeathsig_on_parent_exit(self) -> None:	CODE
LOW⚡	…/solidlsp/language_servers/nextflow_language_server.py	108	def update_dep_hashes(cls) -> None:	CODE
LOW	src/solidlsp/language_servers/godot_language_server.py	52	def set_request_timeout(self, timeout: float \| None) -> None:	CODE
LOW	src/solidlsp/language_servers/kotlin_language_server.py	171	def update_dep_hashes(cls) -> None:	CODE
LOW	src/solidlsp/language_servers/eclipse_jdtls.py	307	def update_dep_hashes(cls) -> None:	STRING
LOW	src/solidlsp/language_servers/al_language_server.py	962	def set_active_workspace(self, workspace_uri: str \| None = None) -> None:	CODE
LOW	src/solidlsp/language_servers/pascal_server.py	300	def _update_last_check(cls, pasls_dir: str) -> None:	CODE
LOW	src/solidlsp/language_servers/msl_lsp_server.py	19	logger = logging.getLogger(__name__)	CODE
LOW	src/solidlsp/lsp_protocol_handler/lsp_requests.py	554	def set_trace(self, params: lsp_types.SetTraceParams) -> None:	CODE
LOW	src/serena/gui_log_viewer.py	103	def set_dashboard_url(self, url: str) -> None:	CODE
LOW	src/serena/project_server.py	77	def _setup_routes(self) -> None:	CODE
LOW	src/serena/dashboard.py	251	def _setup_routes(self) -> None:	CODE
LOW	src/serena/dashboard.py	994	def _setup_routes(self) -> None:	CODE
LOW	src/serena/dashboard.py	1042	def _update_menu(self) -> None:	CODE
LOW	src/serena/dashboard.py	1315	def update_project(cls, port: int, project: str \| None) -> None:	CODE
LOW	src/serena/code_editor.py	39	def set_contents(self, contents: str) -> None:	CODE
LOW	src/serena/code_editor.py	292	def set_contents(self, contents: str) -> None:	CODE
LOW	src/serena/code_editor.py	433	def set_contents(self, contents: str) -> None:	CODE
LOW	src/serena/mcp.py	294	def _set_mcp_tools(self, mcp: FastMCP, openai_tool_compatible: bool, structured_output: bool \| None) -> None:	CODE
LOW	src/serena/agent.py	526	def update_active_project(self, active_project: Project \| None) -> None:	CODE
LOW	src/serena/agent.py	1111	def _update_active_modes(self, log_message: bool = True) -> None:	CODE
LOW	src/serena/agent.py	1129	def _update_active_tools(self) -> None:	CODE
LOW	src/serena/analytics.py	143	def update_on_call(self, input_tokens: int, output_tokens: int) -> None:	CODE
LOW⚡	src/serena/project.py	119	def set_agent(self, agent: "SerenaAgent") -> None:	CODE
LOW⚡	src/serena/tools/tools_base.py	185	def set_last_tool_call_client_str(cls, client_str: str \| None) -> None:	CODE
LOW	src/serena/tools/tools_base.py	549	def set_updated_content(self, content: str) -> None:	CODE
LOW	src/serena/util/pywebview.py	164	def _set_macos_app_icon(self, ns_app: Any) -> None:	CODE
LOW⚡	src/serena/util/thread.py	29	def set_result_value(self, value: T) -> None:	CODE
LOW⚡	src/serena/util/thread.py	33	def set_timed_out(self, exception: TimeoutException) -> None:	CODE
LOW⚡	src/serena/util/thread.py	37	def set_exception(self, exception: Exception) -> None:	CODE
LOW	src/serena/jetbrains/jetbrains_plugin_client.py	221	def set_server_address(cls, address: str) -> None:	CODE
LOW	src/interprompt/__init__.py	3	__all__ = ["autogenerate_prompt_factory_module"]	CODE

Structural Annotation Overuse12 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	312	# Step 1: Find a method we know exists	COMMENT
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	317	# Step 2: Get the defining symbol for the same position	COMMENT
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	323	# Step 3: Verify that they refer to the same symbol	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	253	# Step 1: Find a method we know exists	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	258	# Step 2: Get the defining symbol for the same position	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	263	# Step 3: Verify that they refer to the same symbol type	COMMENT
LOW	.serena/memories/adding_new_language_support_guide.md	15	## Step 1: Language Server Implementation	COMMENT
LOW	.serena/memories/adding_new_language_support_guide.md	158	## Step 2: Language Registration	COMMENT
LOW	.serena/memories/adding_new_language_support_guide.md	185	## Step 3: Test Repository	COMMENT
LOW	.serena/memories/adding_new_language_support_guide.md	232	## Step 4: Test Suite	COMMENT
LOW	.serena/memories/adding_new_language_support_guide.md	259	## Step 5: Documentation	COMMENT
LOW	src/interprompt/prompt_factory.py	61	# NOTE: This module is auto-generated from interprompt.autogenerate_prompt_factory_module, do not edit manually!	COMMENT

Slop Phrases7 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	…sources/repos/typescript/test_repo/.serena/project.yml	6	# To make sure you have the latest list of tools, and to view their descriptions,	COMMENT
MEDIUM	…sources/repos/typescript/test_repo/.serena/project.yml	48	# Same syntax as gitignore, so you can use * and **.	COMMENT
LOW	test/serena/test_serena_agent.py	934	# special additional test for Java, since Eclipse returns hover in a complex format and we want to make sure to	COMMENT
MEDIUM	.serena/project.yml	45	# Same syntax as gitignore, so you can use * and **.	COMMENT
MEDIUM	.github/workflows/codeql.yml	58	# If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize how	COMMENT
MEDIUM	src/serena/resources/serena_config.template.yml	122	# Same syntax as gitignore, so you can use * and **.	COMMENT
MEDIUM	src/serena/resources/project.template.yml	101	# Same syntax as gitignore, so you can use * and **.	COMMENT

AI Structural Patterns18 hits · 18 pts

Severity	File	Line	Context
LOW	test/serena/test_serena_agent.py	1372	CODE
LOW	src/solidlsp/language_servers/texlab_language_server.py	156	CODE
LOW	src/solidlsp/language_servers/terraform_ls.py	240	CODE
LOW	src/solidlsp/language_servers/clojure_lsp.py	353	CODE
LOW	src/solidlsp/language_servers/cue_language_server.py	216	CODE
LOW	src/solidlsp/language_servers/ada_language_server.py	183	CODE
LOW	src/serena/symbol.py	450	CODE
LOW	src/serena/mcp.py	321	CODE
LOW	src/serena/project.py	421	CODE
LOW	src/serena/tools/file_tools.py	170	CODE
LOW	src/serena/tools/file_tools.py	544	CODE
LOW	src/serena/tools/symbol_tools.py	144	CODE
LOW	src/serena/tools/symbol_tools.py	465	CODE
LOW	src/serena/tools/jetbrains_tools.py	534	CODE
LOW	src/serena/tools/jetbrains_tools.py	556	CODE
LOW	src/serena/util/pywebview.py	22	CODE
LOW	src/serena/util/text_utils.py	437	CODE
LOW	src/serena/jetbrains/jetbrains_plugin_client.py	405	CODE

Verbosity Indicators6 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	312	# Step 1: Find a method we know exists	COMMENT
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	317	# Step 2: Get the defining symbol for the same position	COMMENT
LOW⚡	test/solidlsp/python/test_symbol_retrieval.py	323	# Step 3: Verify that they refer to the same symbol	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	253	# Step 1: Find a method we know exists	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	258	# Step 2: Get the defining symbol for the same position	COMMENT
LOW⚡	test/solidlsp/ruby/test_ruby_symbol_retrieval.py	263	# Step 3: Verify that they refer to the same symbol type	COMMENT

AI Slop Vocabulary5 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/solidlsp/elixir/test_elixir_integration.py	118	"""Test comprehensive symbol search across the entire project."""	STRING
MEDIUM	test/solidlsp/dart/test_dart_basic.py	316	"""Test comprehensive referencing symbols functionality."""	STRING
MEDIUM	…olidlsp/language_servers/powershell_language_server.py	225	# Using list format for robust argument handling - the PowerShell command	COMMENT
MEDIUM	src/serena/agent.py	796	# So if the project exists, we apply all the aforementioned exclusions.	COMMENT
MEDIUM	src/serena/jetbrains/jetbrains_plugin_client.py	260	# (this is robust against symlinks as long as there are no prefixes)	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/serena/resources/dashboard/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE

Overly Generic Function Names8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	…sources/repos/python/test_repo/test_repo/overloaded.py	10	def process_data(data: str) -> dict[str, str]: ...	CODE
LOW⚡	…sources/repos/python/test_repo/test_repo/overloaded.py	14	def process_data(data: int) -> dict[str, int]: ...	CODE
LOW⚡	…sources/repos/python/test_repo/test_repo/overloaded.py	18	def process_data(data: list[str \| int]) -> dict[str, list[str \| int]]: ...	CODE
LOW⚡	…sources/repos/python/test_repo/test_repo/overloaded.py	21	def process_data(data: str \| int \| list[str \| int]) -> dict[str, Any]:	CODE
LOW	test/serena/test_dashboard.py	23	def execute_task(self, func, *, logged: bool \| None = None, name: str \| None = None):	CODE
LOW	src/serena/agent.py	1171	def execute_task(self, task: Callable[[], T], name: str \| None = None, logged: bool = True, timeout: float \| None =	CODE
LOW	src/serena/task_executor.py	56	def run_task() -> None:	CODE
LOW	src/serena/task_executor.py	222	def execute_task(self, task: Callable[[], T], name: str \| None = None, logged: bool = True, timeout: float \| None =	CODE

Fake / Example Data9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	…ces/repos/python/test_repo/examples/user_management.py	117	admin = manager.register_user("Admin User", "admin@example.com", ["admin"])	CODE
LOW	…ces/repos/python/test_repo/examples/user_management.py	118	user1 = manager.register_user("Regular User", "user@example.com", ["user"])	CODE
LOW	…ces/repos/python/test_repo/examples/user_management.py	136	external_user = create_user_object(id="ext123", name="External User", email="external@example.org", roles=["external	CODE
LOW	…st/resources/repos/python/test_repo/scripts/run_app.py	62	admin = service.create_user(name="Admin User", email="admin@example.com", roles=["admin"])	CODE
LOW	…st_repo/ignore_this_dir_with_postfix/ignored_module.py	117	admin = manager.register_user("Admin User", "admin@example.com", ["admin"])	CODE
LOW	…st_repo/ignore_this_dir_with_postfix/ignored_module.py	118	user1 = manager.register_user("Regular User", "user@example.com", ["user"])	CODE
LOW	…st_repo/ignore_this_dir_with_postfix/ignored_module.py	136	external_user = create_user_object(id="ext123", name="External User", email="external@example.org", roles=["external	CODE
LOW	src/serena/resources/dashboard/dashboard.js	1764	self.$modalLanguageSelect.prop('disabled', true).attr('placeholder', 'No languages available');	CODE
LOW	src/serena/resources/dashboard/dashboard.js	1768	self.$modalLanguageSelect.prop('disabled', false).attr('placeholder', 'Type to filter…');	CODE

Modern AI Meta-Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/live_test_grok.py	1105	# ------------------------------------------------------------------ orchestration	COMMENT
MEDIUM	src/solidlsp/language_servers/eclipse_jdtls.py	957	# classes. Default to True so agentic workflows can find_symbol -> replace_symbol_body on generated	STRING
MEDIUM	src/serena/resources/serena_config.template.yml	59	# this may result in too many icons being displayed when using multi-agent setups.	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…urces/repos/ruby/test_repo/examples/user_management.rb	93	# Example usage	COMMENT
LOW	src/solidlsp/util/zip.py	121	# Example usage:	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/serena/project.py	459		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings