CodeBoarding/CodeBoarding

Pattern Findings

The scanner identified 2962 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers2250 hits · 2269 pts

Severity	File	Line	Snippet	Context
LOW	diagram_analysis/incremental_update.py	127	def generate_all_scope_relations(	CODE
LOW	diagram_analysis/incremental_update.py	151	def _create_component_from_operation(	CODE
LOW	diagram_analysis/incremental_update.py	184	def _sync_noop_component_cluster_ids(	CODE
LOW	diagram_analysis/incremental_update.py	198	def _update_component_from_operation(	CODE
LOW	diagram_analysis/incremental_update.py	219	def _patch_scope_file_methods(	CODE
LOW	diagram_analysis/incremental_update.py	252	def _generate_scope_relations(	CODE
LOW	diagram_analysis/incremental_update.py	341	def _operation_source_cluster_ids(scope_id: str, operation: ScopeOperation) -> list[str]:	CODE
LOW	diagram_analysis/incremental_update.py	350	def _remove_reassigned_clusters(	CODE
LOW	diagram_analysis/incremental_update.py	378	def _log_duplicate_cluster_ownership(scope_id: str, components: list[Component]) -> None:	CODE
LOW	diagram_analysis/incremental_update.py	479	def _merge_file_method_groups(	CODE
LOW	diagram_analysis/incremental_update.py	518	def _component_has_live_cfg_methods(component: Component, live_qnames: set[str]) -> bool:	CODE
LOW	diagram_analysis/scope_assembly.py	342	def qualify_source_cluster_ids(analysis: AnalysisInsights, scope_id: str) -> None:	CODE
LOW	diagram_analysis/file_index.py	24	def build_file_methods_from_nodes(	CODE
LOW	diagram_analysis/file_index.py	112	def refresh_method_spans_from_cfg(	CODE
LOW	diagram_analysis/diagram_generator.py	124	def _component_expansion_seeds(components: list[Component], max_depth: int) -> list[tuple[Component, int]]:	CODE
LOW	diagram_analysis/diagram_generator.py	295	def _capture_baseline_member_keys(	CODE
LOW	diagram_analysis/diagram_generator.py	315	def _capture_membership_baseline(	CODE
LOW	diagram_analysis/diagram_generator.py	349	def _restore_unchanged_metadata(	CODE
LOW	diagram_analysis/diagram_generator.py	403	def _fully_unchanged_component_ids(	CODE
LOW	diagram_analysis/diagram_generator.py	437	def _restore_unchanged_subtrees(	CODE
LOW	diagram_analysis/diagram_generator.py	472	def _incremental_changed_component_ids(	CODE
LOW	diagram_analysis/diagram_generator.py	530	def distinguish_expanded_component_names(	CODE
LOW	diagram_analysis/diagram_generator.py	874	def _enrich_incremental_scopes(	CODE
LOW	diagram_analysis/diagram_generator.py	919	def _incremental_changed_files(self, root_analysis: AnalysisInsights) -> set[str]:	CODE
LOW	diagram_analysis/diagram_generator.py	1005	def _prepare_incremental_clustering(	CODE
LOW	diagram_analysis/diagram_generator.py	1201	def _changed_files_for_static_analysis(self) -> set[Path] \| None:	CODE
LOW	diagram_analysis/diagram_generator.py	1216	def _get_static_with_injected_analyzer(self) -> StaticAnalysisResults:	CODE
LOW	diagram_analysis/diagram_generator.py	1234	def _get_static_with_new_analyzer(self) -> StaticAnalysisResults:	CODE
LOW	diagram_analysis/diagram_generator.py	1250	def _persist_static_analysis_artifact(self) -> None:	CODE
LOW	diagram_analysis/diagram_generator.py	1258	def _source_tree_fingerprint_map(self) -> dict[str, str]:	CODE
LOW	diagram_analysis/diagram_generator.py	1559	def _build_file_coverage_summary(self) -> FileCoverageSummary \| None:	CODE
LOW	diagram_analysis/diagram_generator.py	1606	def _apply_incremental_hierarchy(	CODE
LOW	diagram_analysis/diagram_generator.py	1644	def generate_analysis_incremental(	CODE
LOW	diagram_analysis/diagram_generator.py	1817	def _collect_components_by_id(	CODE
LOW	diagram_analysis/diagram_generator.py	1835	def _drop_removed_subtree_analyses(sub_analyses: dict[str, AnalysisInsights], removed_ids: set[str]) -> None:	CODE
LOW	diagram_analysis/cluster_relations.py	37	def build_global_node_to_component_map(	CODE
LOW	diagram_analysis/cluster_relations.py	50	def build_component_relations(	CODE
LOW	diagram_analysis/cluster_relations.py	107	def _collect_authoritative_relations(	CODE
LOW	diagram_analysis/cluster_relations.py	138	def _relation_key_edges_for_pair(	CODE
LOW	diagram_analysis/tree_shape.py	12	def absorb_single_child_components(	CODE
LOW	diagram_analysis/io_utils.py	49	def _compute_expandable_components(	CODE
LOW	diagram_analysis/io_utils.py	277	def load_expandable_component_ids(output_dir: Path) -> set[str]:	CODE
LOW	diagram_analysis/analysis_json.py	166	def _build_files_index_from_analysis(	CODE
LOW	diagram_analysis/analysis_json.py	187	def _source_reference_method_key(reference: SourceCodeReference, repo_dir: Path) -> str:	CODE
LOW	diagram_analysis/analysis_json.py	218	def _to_component_file_method_refs(file_methods: list[FileMethodGroup]) -> list[ComponentFileMethodGroupJson]:	CODE
LOW	diagram_analysis/analysis_json.py	233	def _method_refs_to_placeholders(method_names: list[str]) -> list[MethodEntry]:	CODE
LOW	diagram_analysis/analysis_json.py	245	def _build_methods_index_from_files(files_index: dict[str, FileEntry]) -> dict[str, MethodIndexEntry]:	CODE
LOW	diagram_analysis/analysis_json.py	260	def _build_file_entry_json_from_files(files_index: dict[str, FileEntry]) -> dict[str, FileEntryJson]:	CODE
LOW	diagram_analysis/analysis_json.py	272	def _hydrate_component_methods_from_refs(	CODE
LOW	diagram_analysis/analysis_json.py	322	def from_component_to_json_component(	CODE
LOW	diagram_analysis/analysis_json.py	452	def build_unified_analysis_json(	CODE
LOW	diagram_analysis/analysis_json.py	577	def _extract_analysis_recursive(	CODE
LOW	diagram_analysis/reference_resolver.py	47	def fix_source_code_reference_lines(self, analysis: AnalysisInsights) -> AnalysisInsights:	CODE
LOW	diagram_analysis/reference_resolver.py	73	def repair_key_entity_references(	CODE
LOW	diagram_analysis/reference_resolver.py	142	def _resolve_symbol_reference(	CODE
LOW	diagram_analysis/reference_resolver.py	281	def remove_unresolved_references(self, analysis: AnalysisInsights) -> None:	CODE
LOW	diagram_analysis/reference_resolver.py	382	def _try_file_path_resolution(	CODE
LOW	diagram_analysis/reference_resolver.py	389	def _try_existing_reference_file(self, reference: SourceCodeReference, lang: Language) -> bool:	CODE
LOW	diagram_analysis/reference_resolver.py	401	def _try_qualified_name_as_path(	CODE
LOW	infra/install.py	105	def bootstrapped_npm_cli_path(target_dir: Path) -> Path:	CODE
2190 more matches not shown…

Decorative Section Separators86 hits · 318 pts

Severity	File	Line	Snippet	Context
MEDIUM	diagram_analysis/io_utils.py	237	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	diagram_analysis/io_utils.py	239	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	diagram_analysis/io_utils.py	252	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	diagram_analysis/io_utils.py	254	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	25	# ============================================================================	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	27	# ============================================================================	COMMENT
MEDIUM	infra/repo_utils/ignore.py	57	# ============================================================================	COMMENT
MEDIUM	infra/repo_utils/ignore.py	59	# ============================================================================	COMMENT
MEDIUM	infra/repo_utils/ignore.py	104	# ============================================================================	COMMENT
MEDIUM	infra/repo_utils/ignore.py	106	# ============================================================================	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	119	# ============================================================================	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	121	# ============================================================================	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	130	# ============================================================================	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	132	# ============================================================================	COMMENT
MEDIUM	infra/repo_utils/change_detector.py	307	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	infra/repo_utils/change_detector.py	309	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…s/diagram_analysis/test_reference_resolve_real_refs.py	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…s/diagram_analysis/test_reference_resolve_real_refs.py	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…s/diagram_analysis/test_reference_resolve_real_refs.py	78	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…s/diagram_analysis/test_reference_resolve_real_refs.py	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	60	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	62	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	86	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	88	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	117	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	294	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/diagram_analysis/test_global_relations.py	296	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/infra/repo_utils/test_non_ascii_paths.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/infra/repo_utils/test_non_ascii_paths.py	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/infra/repo_utils/test_non_ascii_paths.py	81	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/infra/repo_utils/test_non_ascii_paths.py	83	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/infra/repo_utils/test_non_ascii_paths.py	211	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/infra/repo_utils/test_non_ascii_paths.py	213	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/output_generators/test_rendering.py	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/output_generators/test_rendering.py	125	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/output_generators/test_rendering.py	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/output_generators/test_rendering.py	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	278	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	280	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	406	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	408	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	440	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	442	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	485	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	487	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	515	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	517	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	545	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/health/test_unused_code_diagnostics.py	547	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/health/test_unused_code_diagnostics.py	332	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/health/test_unused_code_diagnostics.py	334	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	95	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	97	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	114	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	116	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	232	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	234	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	354	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/static_analyzer/test_result_converter.py	356	# ---------------------------------------------------------------------------	COMMENT
26 more matches not shown…

Unused Imports271 hits · 236 pts

Severity	File	Line	Context
LOW	diagram_analysis/run_mode.py	3	CODE
LOW	diagram_analysis/__init__.py	1	CODE
LOW	diagram_analysis/file_coverage.py	17	CODE
LOW	diagram_analysis/file_coverage.py	18	CODE
LOW	infra/utils.py	10	CODE
LOW	infra/utils.py	10	CODE
LOW	infra/utils.py	11	CODE
LOW	infra/utils.py	11	CODE
LOW	infra/repo_utils/git_ops.py	17	CODE
LOW	infra/repo_utils/__init__.py	13	CODE
LOW	infra/repo_utils/__init__.py	13	CODE
LOW	infra/repo_utils/change_detector.py	13	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	6	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	27	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
LOW	infra/tool_registry/__init__.py	46	CODE
211 more matches not shown…

Modern Structural Boilerplate105 hits · 106 pts

Severity	File	Line	Snippet	Context
LOW	diagram_analysis/incremental_update.py	31	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/scope_assembly.py	29	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/__init__.py	3	__all__ = ["DiagramGenerator", "RunContext", "RunPaths", "DEFAULT_DEPTH_CAP", "configure_models"]	CODE
LOW	diagram_analysis/diagram_generator.py	95	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/cluster_relations.py	25	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/scope_plan.py	20	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/tree_shape.py	7	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/file_coverage.py	20	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/io_utils.py	36	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/analysis_json.py	20	logger = logging.getLogger(__name__)	CODE
LOW	diagram_analysis/reference_resolver.py	13	logger = logging.getLogger(__name__)	CODE
LOW	infra/utils.py	13	logger = logging.getLogger(__name__)	CODE
LOW	infra/repo_utils/git_ops.py	24	logger = logging.getLogger(__name__)	CODE
LOW	infra/repo_utils/__init__.py	15	logger = logging.getLogger(__name__)	CODE
LOW⚡	infra/repo_utils/ignore.py	9	logger = logging.getLogger(__name__)	CODE
LOW	infra/tool_registry/java.py	11	logger = logging.getLogger(__name__)	CODE
LOW	infra/tool_registry/grammars.py	19	logger = logging.getLogger(__name__)	CODE
LOW	infra/tool_registry/paths.py	13	logger = logging.getLogger(__name__)	CODE
LOW	infra/tool_registry/manifest.py	39	logger = logging.getLogger(__name__)	CODE
LOW	infra/tool_registry/installers.py	45	logger = logging.getLogger(__name__)	CODE
LOW	infra/monitoring/telemetry/service.py	8	logger = logging.getLogger(__name__)	CODE
LOW	infra/monitoring/telemetry/events.py	33	logger = logging.getLogger(__name__)	CODE
LOW	infra/monitoring/telemetry/__init__.py	11	__all__ = ["ProductTelemetry", "telemetry"]	CODE
LOW	output_generators/rendering.py	20	logger = logging.getLogger(__name__)	CODE
LOW	output_generators/html.py	10	logger = logging.getLogger(__name__)	CODE
LOW	output_generators/__init__.py	5	__all__ = ["FORMAT_EXTENSIONS", "SUPPORTED_FORMATS", "render"]	CODE
LOW	health/runner.py	26	logger = logging.getLogger(__name__)	CODE
LOW	health/config.py	14	logger = logging.getLogger(__name__)	CODE
LOW	health/models.py	7	logger = logging.getLogger(__name__)	CODE
LOW	health/__init__.py	3	__all__ = ["run_health_checks"]	CODE
LOW	health/main.py	26	logger = logging.getLogger(__name__)	CODE
LOW	health/plugins/plugin_loader.py	12	logger = logging.getLogger(__name__)	CODE
LOW	health/plugins/registry.py	5	logger = logging.getLogger(__name__)	CODE
LOW	health/plugins/__init__.py	27	logger = logging.getLogger(__name__)	CODE
LOW	health/plugins/__init__.py	92	__all__ = [	CODE
LOW	health/checks/function_size.py	14	logger = logging.getLogger(__name__)	CODE
LOW	health/checks/circular_deps.py	7	logger = logging.getLogger(__name__)	CODE
LOW	health/checks/__init__.py	8	__all__ = [	CODE
LOW	health/checks/unused_code_diagnostics.py	25	logger = logging.getLogger(__name__)	CODE
LOW	tests/static_analyzer/scripts/diagnose_relations.py	30	logger = logging.getLogger(__name__)	CODE
LOW	agents/llm_errors.py	23	logger = logging.getLogger(__name__)	CODE
LOW	agents/model_capabilities.py	14	logger = logging.getLogger(__name__)	CODE
LOW	agents/planner_agent.py	7	logger = logging.getLogger(__name__)	CODE
LOW	agents/scope_ids.py	3	__all__ = ["ROOT_SCOPE_ID"]	CODE
LOW	agents/scope_analysis_agent.py	39	logger = logging.getLogger(__name__)	CODE
LOW	agents/retry.py	12	logger = logging.getLogger(__name__)	CODE
LOW	agents/tree_planner_agent.py	28	logger = logging.getLogger(__name__)	CODE
LOW	agents/llm_config.py	20	logger = logging.getLogger(__name__)	CODE
LOW	agents/agent_responses.py	15	logger = logging.getLogger(__name__)	CODE
LOW	agents/tools/__init__.py	4	__all__ = ["MethodCallsTool", "ReadFileTool"]	CODE
LOW	agents/tools/get_method_calls.py	9	logger = logging.getLogger(__name__)	CODE
LOW	agents/tools/read_file.py	9	logger = logging.getLogger(__name__)	CODE
LOW	agents/prompts/__init__.py	36	__all__ = [	CODE
LOW	agents/llm_renderers/__init__.py	11	__all__ = [	CODE
LOW	agents/llm_renderers/call_graph.py	13	logger = logging.getLogger(__name__)	CODE
LOW	agents/llm_renderers/scope.py	20	logger = logging.getLogger(__name__)	CODE
LOW	static_analyzer/scanner.py	13	logger = logging.getLogger(__name__)	CODE
LOW	static_analyzer/typescript_config_scanner.py	23	logger = logging.getLogger(__name__)	CODE
LOW	static_analyzer/analysis_cache.py	39	logger = logging.getLogger(__name__)	CODE
LOW	static_analyzer/analysis_result.py	15	logger = logging.getLogger(__name__)	CODE
45 more matches not shown…

Empty Error Handlers19 hits · 95 pts

Severity	File	Line	Snippet	Context
HIGH	diagram_analysis/reference_resolver.py	206	except (ValueError, FileExistsError):	CODE
HIGH	infra/install.py	583	except subprocess.CalledProcessError:	CODE
HIGH	infra/install.py	586	except Exception:	CODE
HIGH	infra/install.py	405	except PermissionError:	CODE
HIGH	infra/install.py	428	except PermissionError:	CODE
HIGH	infra/repo_utils/__init__.py	259	except (ValueError, TypeError):	CODE
HIGH	infra/repo_utils/ignore.py	219	except FileNotFoundError:	CODE
HIGH	infra/monitoring/telemetry/service.py	137	except Exception:	CODE
HIGH	tests/infra/monitoring/test_writers.py	193	except ValueError:	CODE
HIGH	static_analyzer/analysis_cache.py	289	except (OSError, FileNotFoundError):	CODE
HIGH	static_analyzer/internal_references.py	71	except TypeError:	CODE
HIGH	static_analyzer/cfg/call_graph.py	152	except ValueError:	CODE
HIGH	static_analyzer/cfg/call_graph.py	157	except ValueError:	CODE
HIGH	static_analyzer/engine/hierarchy_builder.py	77	except MethodNotFoundError:	CODE
HIGH	static_analyzer/engine/hierarchy_builder.py	91	except MethodNotFoundError:	CODE
HIGH	static_analyzer/engine/lsp_client.py	287	except Exception:	CODE
HIGH	static_analyzer/engine/lsp_client.py	303	except OSError:	CODE
HIGH	static_analyzer/engine/lsp_client.py	296	except Exception:	CODE
HIGH	static_analyzer/engine/adapters/go_adapter.py	239	except OSError:	CODE

Excessive Try-Catch Wrapping80 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	diagram_analysis/diagram_generator.py	823	except Exception as error:	CODE
LOW	diagram_analysis/diagram_generator.py	1126	except Exception:	CODE
LOW	diagram_analysis/diagram_generator.py	1342	except Exception:	CODE
LOW	diagram_analysis/io_utils.py	80	except Exception as e:	CODE
LOW	diagram_analysis/io_utils.py	315	except Exception:	CODE
LOW	diagram_analysis/reference_resolver.py	176	except Exception as error:	CODE
LOW	infra/install.py	95	except Exception as e:	CODE
MEDIUM	infra/install.py	256	print("Error: npm is required. Install Node.js from https://nodejs.org/en/download and retry.")	CODE
LOW	infra/install.py	425	except Exception as e:	CODE
LOW	infra/install.py	586	except Exception:	CODE
LOW	infra/repo_utils/ignore.py	267	except Exception as e:	CODE
LOW	infra/repo_utils/ignore.py	333	except Exception as e:	CODE
LOW	infra/repo_utils/ignore.py	350	except Exception as e:	CODE
LOW	infra/tool_registry/installers.py	139	except Exception:	CODE
LOW	infra/tool_registry/installers.py	165	except Exception:	CODE
LOW	infra/tool_registry/installers.py	273	except Exception:	CODE
LOW	infra/tool_registry/installers.py	472	except Exception:	CODE
LOW	infra/tool_registry/installers.py	554	except Exception:	CODE
LOW	infra/tool_registry/installers.py	702	except Exception:	CODE
LOW	infra/tool_registry/installers.py	762	except Exception:	CODE
LOW	infra/monitoring/writers.py	136	except Exception as e:	CODE
LOW	infra/monitoring/writers.py	171	except Exception as e:	CODE
LOW	infra/monitoring/context.py	117	except Exception as e:	CODE
LOW	infra/monitoring/context.py	151	except Exception as e:	CODE
LOW	infra/monitoring/telemetry/service.py	95	except Exception as e: # init failed -> no-op	CODE
LOW	infra/monitoring/telemetry/service.py	117	except Exception as e:	CODE
LOW	infra/monitoring/telemetry/service.py	130	except Exception as e:	CODE
LOW	infra/monitoring/telemetry/service.py	137	except Exception:	CODE
LOW	infra/monitoring/telemetry/events.py	69	except Exception:	CODE
MEDIUM	infra/monitoring/telemetry/events.py	41	def _app_version() -> str:	CODE
LOW	infra/monitoring/telemetry/device_id.py	41	except Exception:	CODE
LOW	infra/monitoring/telemetry/device_id.py	59	except Exception:	CODE
LOW	infra/monitoring/telemetry/device_id.py	81	except Exception:	CODE
LOW	infra/monitoring/telemetry/device_id.py	90	except Exception:	CODE
MEDIUM	infra/monitoring/telemetry/device_id.py	27	def _system_uuid() -> str:	CODE
MEDIUM	infra/monitoring/telemetry/device_id.py	45	def _disk_serial() -> str:	CODE
LOW	health/config.py	51	except Exception as e:	CODE
LOW	health/config.py	89	except Exception as e:	CODE
LOW	health/config.py	139	except Exception as e:	CODE
LOW	health/plugins/plugin_loader.py	38	except Exception:	CODE
LOW	health/plugins/__init__.py	72	except Exception:	CODE
LOW	health/plugins/__init__.py	87	except Exception:	CODE
MEDIUM	tests/static_analyzer/scripts/diagnose_relations.py	211	print(f"Error: {repo_path} does not exist")	CODE
LOW	agents/model_capabilities.py	107	except Exception as e:	CODE
LOW	agents/model_capabilities.py	201	except Exception as e:	CODE
LOW	agents/scope_analysis_agent.py	240	except Exception as error:	CODE
LOW	agents/retry.py	64	except Exception as exc:	CODE
LOW	agents/tree_planner_agent.py	118	except Exception as exc:	CODE
LOW	static_analyzer/analysis_cache.py	238	except Exception as e:	CODE
LOW	static_analyzer/analysis_cache.py	269	except Exception as e:	CODE
LOW	static_analyzer/analysis_cache.py	284	except Exception as e:	CODE
LOW	static_analyzer/analysis_cache.py	358	except Exception:	CODE
MEDIUM	static_analyzer/analysis_cache.py	150	def _read_tag_sha_unlocked(self) -> str \| None:	CODE
LOW	static_analyzer/__init__.py	368	except Exception as exc:	CODE
LOW	static_analyzer/__init__.py	395	except Exception:	CODE
LOW	static_analyzer/__init__.py	441	except Exception as exc:	CODE
LOW	static_analyzer/__init__.py	462	except Exception:	CODE
LOW	static_analyzer/__init__.py	509	except Exception:	CODE
LOW	static_analyzer/__init__.py	512	except Exception:	CODE
LOW	static_analyzer/__init__.py	524	except Exception as e:	CODE
20 more matches not shown…

Deep Nesting90 hits · 84 pts

Severity	File	Line	Context
LOW	diagram_analysis/incremental_update.py	398	CODE
LOW	diagram_analysis/incremental_update.py	49	CODE
LOW	diagram_analysis/incremental_update.py	252	CODE
LOW	diagram_analysis/file_index.py	112	CODE
LOW	diagram_analysis/diagram_generator.py	315	CODE
LOW	diagram_analysis/diagram_generator.py	437	CODE
LOW	diagram_analysis/diagram_generator.py	530	CODE
LOW	diagram_analysis/diagram_generator.py	1288	CODE
LOW	diagram_analysis/io_utils.py	127	CODE
LOW	diagram_analysis/analysis_json.py	272	CODE
LOW	diagram_analysis/analysis_json.py	408	CODE
LOW	diagram_analysis/reference_resolver.py	281	CODE
LOW	diagram_analysis/reference_resolver.py	401	CODE
LOW	infra/vscode_constants.py	15	CODE
LOW	infra/logging_config.py	123	CODE
LOW	infra/install.py	365	CODE
LOW	infra/install.py	459	CODE
LOW	infra/install.py	591	CODE
LOW	infra/repo_utils/change_detector.py	97	CODE
LOW	infra/repo_utils/change_detector.py	180	CODE
LOW	infra/tool_registry/java.py	39	CODE
LOW	infra/tool_registry/manifest.py	76	CODE
LOW	infra/tool_registry/manifest.py	139	CODE
LOW	infra/tool_registry/manifest.py	171	CODE
LOW	infra/tool_registry/manifest.py	208	CODE
LOW	infra/tool_registry/manifest.py	262	CODE
LOW	infra/tool_registry/manifest.py	290	CODE
LOW	infra/tool_registry/installers.py	95	CODE
LOW	infra/tool_registry/installers.py	144	CODE
LOW	infra/tool_registry/installers.py	173	CODE
LOW	infra/tool_registry/installers.py	573	CODE
LOW	infra/monitoring/callbacks.py	106	CODE
LOW	infra/monitoring/telemetry/device_id.py	63	CODE
LOW	output_generators/sphinx.py	47	CODE
LOW	output_generators/mdx.py	51	CODE
LOW	output_generators/html.py	64	CODE
LOW	output_generators/markdown.py	44	CODE
LOW	health/runner.py	122	CODE
LOW	health/runner.py	151	CODE
LOW	health/config.py	69	CODE
LOW	tests/test_windows_encoding.py	7	CODE
LOW	tests/infra/test_tool_registry_java.py	177	CODE
LOW	tests/infra/test_tool_registry_java.py	298	CODE
LOW	tests/infra/test_tool_registry_java.py	313	CODE
LOW	tests/infra/test_registry_coverage.py	123	CODE
LOW	tests/infra/test_registry_coverage.py	171	CODE
LOW	tests/infra/test_tool_registry.py	972	CODE
LOW	tests/infra/test_tool_registry.py	1083	CODE
LOW	tests/health/test_runner.py	184	CODE
LOW	tests/static_analyzer/names/test_frontier.py	249	CODE
LOW	tests/static_analyzer/scripts/diagnose_relations.py	100	CODE
LOW	tests/codeboarding_cli/test_main.py	232	CODE
LOW	agents/relation_edges.py	35	CODE
LOW	agents/llm_renderers/call_graph.py	73	CODE
LOW	static_analyzer/typescript_config_scanner.py	135	CODE
LOW	static_analyzer/__init__.py	157	CODE
LOW	static_analyzer/__init__.py	771	CODE
LOW	static_analyzer/__init__.py	788	CODE
LOW	static_analyzer/language_results.py	78	CODE
LOW	static_analyzer/graph_definitions.py	85	CODE
30 more matches not shown…

Self-Referential Comments11 hits · 39 pts

Severity	File	Line	Snippet	Context
MEDIUM	diagram_analysis/analysis_json.py	612	# Create the component for this level (non-nested)	COMMENT
MEDIUM⚡	infra/repo_utils/ignore.py	22	# This file is automatically loaded by CodeBoarding analysis tools to exclude	COMMENT
MEDIUM	output_generators/sphinx.py	34	# Create a link to the component's details file	COMMENT
MEDIUM	output_generators/markdown.py	31	# Create a link to the component's details file	COMMENT
MEDIUM	health/config.py	26	# This file is automatically loaded by health checks to exclude specified	COMMENT
MEDIUM	health/checks/unused_code_diagnostics.py	294	# Create a descriptive entity name from the message	COMMENT
MEDIUM	tests/diagram_analysis/test_diagram_analysis.py	887	# Create a simple test file	COMMENT
MEDIUM⚡	tests/infra/test_vscode_constants.py	65	# Create a test directory structure	COMMENT
MEDIUM⚡	tests/infra/test_vscode_constants.py	69	# Create the file we're looking for	COMMENT
MEDIUM⚡	tests/infra/test_vscode_constants.py	88	# Create a file in wrong directory	COMMENT
MEDIUM	tests/infra/test_logging_config.py	211	# Create a stream that uses cp1251 encoding with strict error handling,	COMMENT

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW⚡	infra/repo_utils/ignore.py	17	# NOTE: The following are ALWAYS excluded (not configurable):	COMMENT
LOW	infra/monitoring/callbacks.py	61	# IMPORTANT: Do not change this log line format. Any change must be approved by IVAN.	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	566	# Step 1: Expand Core	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	573	# Step 2: Also expand Messaging	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	589	# Step 1: Core at depth 2 only	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	596	# Step 2: Expand Users (2.1) to depth 3 -> Auth (2.1.1), Profiles (2.1.2)	COMMENT
LOW	static_analyzer/analysis_result.py	95	# Step 1: collect type-param names from the trailing declaration	COMMENT
LOW	static_analyzer/analysis_result.py	113	# Step 2: replace type param names inside (…) with "object"	COMMENT
LOW⚡	static_analyzer/analysis_result.py	126	# Step 3: strip <…> groups until stable	COMMENT
LOW⚡	static_analyzer/analysis_result.py	132	# Step 4: remove residual whitespace	COMMENT

Cross-Language Confusion4 hits · 18 pts

Severity	File	Line	Snippet	Context
HIGH	infra/repo_utils/__init__.py	178	origin.push()	CODE
HIGH	infra/monitoring/telemetry/device_id.py	20	"""Mirror ``cat /var/lib/dbus/machine-id \|\| cat /etc/machine-id``."""	STRING
HIGH⚡	tests/static_analyzer/test_engine_configs.py	72	"src/b.tsx": "export const B = () => null;\n",	CODE
HIGH	…tatic_analyzer/scripts/csharp_mixed_framework_repro.py	13	cd /tmp/repro && dotnet restore Synthetic.slnx	STRING

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/diagram_analysis/test_global_relations.py	566	# Step 1: Expand Core	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	573	# Step 2: Also expand Messaging	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	589	# Step 1: Core at depth 2 only	COMMENT
LOW⚡	tests/diagram_analysis/test_global_relations.py	596	# Step 2: Expand Users (2.1) to depth 3 -> Auth (2.1.1), Profiles (2.1.2)	COMMENT
LOW	static_analyzer/analysis_result.py	95	# Step 1: collect type-param names from the trailing declaration	COMMENT
LOW	static_analyzer/analysis_result.py	113	# Step 2: replace type param names inside (…) with "object"	COMMENT
LOW⚡	static_analyzer/analysis_result.py	126	# Step 3: strip <…> groups until stable	COMMENT
LOW⚡	static_analyzer/analysis_result.py	132	# Step 4: remove residual whitespace	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	output_generators/mdx.py	generate an html header for a component with its name and a link to its details.	STRING
HIGH	output_generators/markdown.py	generate an html header for a component with its name and a link to its details.	STRING
HIGH	output_generators/html.py	generate an html header for a component with its name and a link to its details.	STRING

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	README.md	161		COMMENT
LOW	diagram_analysis/diagram_generator.py	601	# the save-time global relation rebuild identify components the commit actually changed.	COMMENT
LOW	infra/user_config.py	61	"""How frontier candidates become components: ``affinity`` merges scopes sharing a word, then	COMMENT
LOW	infra/user_config.py	81	# aws_bearer_token_bedrock = "..."	COMMENT
LOW	infra/repo_utils/ignore.py	21	#	COMMENT
LOW	static_analyzer/analysis_cache.py	41		COMMENT
LOW	static_analyzer/analysis_cache.py	61	# second bucket is gone; calls are credited to the enclosing declaration; and a call in a	COMMENT
LOW	static_analyzer/engine/lsp_client.py	261	# 2. workspace/didChangeConfiguration — push notification from client.	COMMENT
LOW	.github/workflows/integration-tests.yml	81	# only while push access to this repo stays a subset of CodeBoarding-tests	COMMENT
LOW	codeboarding_cli/bootstrap.py	41	# repairs a deleted ~/.codeboarding/servers/nodeenv/ independently of the	COMMENT

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	infra/install.py	560	# Check if pre-commit is installed (only available with dev dependencies)	COMMENT
LOW	output_generators/html.py	118	# Check if there's a linked file for this component	COMMENT
LOW	health/checks/unused_code_diagnostics.py	221	# Check if code contains any known patterns	COMMENT
LOW	static_analyzer/java_config_scanner.py	63	# Check if a Maven project already exists at the same root	COMMENT
LOW	static_analyzer/engine/symbol_table.py	322	# Check if any co-located symbol (alias at same position) has a parent	COMMENT

Modern AI Meta-Vocabulary2 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/diagram_analysis/test_global_relations.py	402	# Root LLM "1"->"2" label "orchestrates" -> inherited two levels down by	COMMENT
MEDIUM	agents/llm_errors.py	65	# What each provider says when the prompt is over the model's context window: Google, OpenAI, Anthropic.	COMMENT

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	static_analyzer/java_utils.py	57	Create command to launch JDTLS. Args: jdtls_root: Root directory of JDTLS installation workspa	STRING

Overly Generic Function Names4 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tests/diagram_analysis/test_reference_resolver.py	21	(self.repo_dir / "module" / "file.py").write_text("def test_function():\n pass\n")	CODE
LOW⚡	tests/static_analyzer/test_edge_builder.py	319	src.write_text("def main():\n helper()\n\ndef helper():\n pass\n")	CODE
LOW	tests/static_analyzer/test_edge_builder.py	378	src.write_text("def main():\n helper()\n\ndef helper():\n pass\n")	CODE
LOW	tests/static_analyzer/test_analysis_cache_inmem.py	378	lib.write_text("def helper():\n return 1\n")	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/infra/test_tool_registry_java.py	147	# Simple approach: just return True for the paths we want to exist	COMMENT

Fake / Example Data1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/static_analyzer/test_analysis_cache.py	364	(self.src_dir / STATIC_ANALYSIS_PKL).write_bytes(b"placeholder")	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	static_analyzer/engine/lsp_client.py	103		CODE

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings