basicmachines-co/basic-memory

28.1

Adjusted Score

28.1

Raw Score

100%

Time Factor

2026-08-29

Last Push

3.8K

Stars

Python

Language

352.1K

Lines of Code

1.2K

Files

8.7K

Pattern Hits

2026-08-29

Scan Date

0.14

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 175MEDIUM 426LOW 8051

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 8653 distinct pattern matches across 23 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 Identifiers6473 hits · 6009 pts

Severity	File	Line	Snippet	Context
LOW	plugins/claude-code/hooks/test_claude_session_start.py	61	def test_bm_bin_launcher_receives_verb_and_stdin(	CODE
LOW	plugins/claude-code/hooks/test_claude_session_start.py	78	def test_project_dir_env_plumbs_through(recorder: tuple[str, Path]) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_session_start.py	102	def test_unresolvable_bm_bin_fails_open(tmp_path: Path) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_session_start.py	108	def test_in_process_cli_fails_open_with_empty_home(tmp_path: Path) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_session_start.py	118	def test_dependency_floor_matches_package_version() -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_session_start.py	127	def test_metadata_block_shape() -> None:	CODE
LOW	plugins/claude-code/hooks/test_claude_pre_compact.py	61	def test_bm_bin_launcher_receives_verb_and_stdin(	CODE
LOW	plugins/claude-code/hooks/test_claude_pre_compact.py	78	def test_project_dir_env_plumbs_through(recorder: tuple[str, Path]) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_pre_compact.py	102	def test_unresolvable_bm_bin_fails_open(tmp_path: Path) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_pre_compact.py	108	def test_in_process_cli_fails_open_with_empty_home(tmp_path: Path) -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_pre_compact.py	118	def test_dependency_floor_matches_package_version() -> None:	CODE
LOW⚡	plugins/claude-code/hooks/test_claude_pre_compact.py	127	def test_metadata_block_shape() -> None:	CODE
LOW	plugins/codex/hooks/test_codex_pre_compact.py	17	def test_script_fails_open_with_empty_home(tmp_path: Path) -> None:	CODE
LOW	plugins/codex/hooks/test_codex_pre_compact.py	34	def test_dependency_is_pinned_to_a_basic_memory_git_ref() -> None:	CODE
LOW	plugins/codex/hooks/test_codex_pre_compact.py	40	def test_metadata_and_command_shape() -> None:	CODE
LOW	plugins/codex/hooks/test_codex_session_start.py	17	def test_script_fails_open_with_empty_home(tmp_path: Path) -> None:	CODE
LOW	plugins/codex/hooks/test_codex_session_start.py	34	def test_dependency_is_pinned_to_a_basic_memory_git_ref() -> None:	CODE
LOW	plugins/codex/hooks/test_codex_session_start.py	40	def test_metadata_and_command_shape() -> None:	CODE
LOW	tests/test_config_load_side_effects.py	13	def test_existing_config_load_does_not_create_default_project_directory(	CODE
LOW	tests/test_config_load_side_effects.py	55	def test_existing_config_load_keeps_environment_precedence(	CODE
LOW⚡	tests/test_coerce.py	15	def test_native_list_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	21	def test_single_string_wrapped(self):	CODE
LOW⚡	tests/test_coerce.py	24	def test_non_json_string_wrapped(self):	CODE
LOW⚡	tests/test_coerce.py	27	def test_json_object_string_wrapped(self):	CODE
LOW⚡	tests/test_coerce.py	39	def test_none_parses_to_empty_list(self):	CODE
LOW⚡	tests/test_coerce.py	45	def test_list_with_comma_element_splits(self):	CODE
LOW⚡	tests/test_coerce.py	48	def test_plain_list_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	54	def test_int_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	58	def test_dict_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	62	def test_int_list_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	67	def test_dict_list_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	71	def test_mixed_list_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	76	def test_json_array_string_with_int_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	81	def test_json_array_string_with_dict_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	85	def test_json_array_string_mixed_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	90	def test_json_array_string_all_strings_still_parses(self):	CODE
LOW⚡	tests/test_coerce.py	100	def test_native_dict_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	106	def test_non_json_string_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	110	def test_json_array_string_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	123	def test_none_returns_empty_list(self):	CODE
LOW⚡	tests/test_coerce.py	128	def test_single_string_wraps_as_one_element(self):	CODE
LOW⚡	tests/test_coerce.py	135	def test_comma_string_with_spaces_strips(self):	CODE
LOW⚡	tests/test_coerce.py	143	def test_json_array_string_single_element(self):	CODE
LOW⚡	tests/test_coerce.py	146	def test_json_array_string_with_comma_elements(self):	CODE
LOW⚡	tests/test_coerce.py	152	def test_plain_list_passthrough(self):	CODE
LOW⚡	tests/test_coerce.py	155	def test_list_with_comma_element_splits(self):	CODE
LOW⚡	tests/test_coerce.py	159	def test_list_with_multiple_comma_elements(self):	CODE
LOW⚡	tests/test_coerce.py	164	def test_hash_prefix_preserved(self):	CODE
LOW⚡	tests/test_coerce.py	168	def test_hash_prefix_in_comma_string_preserved(self):	CODE
LOW⚡	tests/test_coerce.py	173	def test_int_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	176	def test_dict_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	182	def test_int_list_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	187	def test_mixed_list_passthrough_for_pydantic_rejection(self):	CODE
LOW⚡	tests/test_coerce.py	192	def test_dict_list_passthrough_for_pydantic_rejection(self):	CODE
LOW	tests/conftest.py	101	def _configured_postgres_sync_url() -> str \| None:	CODE
LOW	tests/conftest.py	142	def _resolve_postgres_sync_url(postgres_container) -> str:	CODE
LOW	tests/conftest.py	151	async def _reset_postgres_test_schema(engine: AsyncEngine, async_url: str) -> None:	CODE
LOW	tests/conftest.py	222	def suppress_logfire_no_config_warning(monkeypatch) -> None:	CODE
LOW	tests/conftest.py	249	async def cleanup_global_db_after_test() -> AsyncGenerator[None, None]:	CODE
LOW	tests/test_claude_issue_triage.py	123	def test_git_bash_candidates_include_launcher_for_mingw_git() -> None:	CODE
6413 more matches not shown…

Decorative Section Separators187 hits · 697 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/conftest.py	58	# =============================================================================	COMMENT
MEDIUM	tests/conftest.py	60	# =============================================================================	COMMENT
MEDIUM⚡	tests/repository/test_relation_repository.py	456	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/repository/test_relation_repository.py	458	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/repository/test_entity_repository.py	966	# -------------------------------------------------------------------------	COMMENT
MEDIUM	tests/repository/test_entity_repository.py	968	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/utils/test_file_utils.py	285	# =============================================================================	COMMENT
MEDIUM⚡	tests/utils/test_file_utils.py	287	# =============================================================================	COMMENT
MEDIUM⚡	tests/utils/test_file_utils.py	493	# =============================================================================	COMMENT
MEDIUM⚡	tests/utils/test_file_utils.py	495	# =============================================================================	COMMENT
MEDIUM	tests/utils/test_file_utils.py	573	# =============================================================================	COMMENT
MEDIUM	tests/utils/test_file_utils.py	575	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	140	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	142	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	395	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	397	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	470	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	472	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	505	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_basic_memory_diagnostics.py	507	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	22	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	24	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	91	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	93	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	132	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	134	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	185	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	187	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	223	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	225	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	260	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	262	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	298	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	300	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	353	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note_kebab_filenames.py	355	# =============================================================================	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note.py	15	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/mcp/test_tool_write_note.py	17	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	77	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	79	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	142	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	144	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	202	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	204	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	228	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	230	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	402	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_config_command.py	404	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	127	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	129	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	191	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	196	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	305	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	307	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	41	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	43	# ---------------------------------------------------------------------------	COMMENT
127 more matches not shown…

Unused Imports729 hits · 651 pts

Severity	File	Line	Context
LOW	tests/test_rclone_commands.py	3	CODE
LOW	tests/test_update_versions.py	1	CODE
LOW	tests/test_semantic_vector_index_migration.py	3	CODE
LOW	tests/test_telemetry.py	3	CODE
LOW	tests/test_read_load_bench.py	1	CODE
LOW	tests/repository/test_pgvector_index.py	3	CODE
LOW	…epository/test_vector_manifest_generation_ownership.py	3	CODE
LOW	tests/repository/test_milvus_index.py	3	CODE
LOW	tests/repository/test_milvus_repository.py	3	CODE
LOW	tests/repository/test_semantic_vector_index.py	3	CODE
LOW	tests/repository/test_milvus_config.py	3	CODE
LOW	…sts/repository/test_sqlite_vector_search_repository.py	205	CODE
LOW	tests/runtime/test_note_move_destination.py	1	CODE
LOW	tests/runtime/test_note_content_read_planning.py	1	CODE
LOW	tests/runtime/test_accepted_note_write_guards.py	1	CODE
LOW	tests/runtime/test_pending_note_materialization.py	1	CODE
LOW	tests/runtime/test_deleted_note_file_checksum.py	1	CODE
LOW	tests/runtime/test_deleted_note_response.py	1	CODE
LOW	tests/mcp/test_client_info.py	3	CODE
LOW	tests/mcp/test_project_context.py	7	CODE
LOW	tests/mcp/test_project_context_telemetry.py	3	CODE
LOW	tests/mcp/test_tool_telemetry.py	3	CODE
LOW	tests/mcp/test_server_telemetry.py	3	CODE
LOW	tests/mcp/test_client_telemetry.py	3	CODE
LOW	tests/mcp/test_async_client_telemetry.py	3	CODE
LOW	tests/mcp/test_tool_read_content.py	7	CODE
LOW	tests/mcp/test_tool_json_output_modes.py	3	CODE
LOW	tests/cli/test_workspace_stub.py	13	CODE
LOW	tests/cli/test_workspace_commands.py	15	CODE
LOW	tests/cli/test_project_set_cloud_local.py	11	CODE
LOW	tests/cli/test_db_reset_zombie_check.py	3	CODE
LOW	tests/cli/test_auto_update.py	3	CODE
LOW	tests/cli/test_cloud_status.py	3	CODE
LOW	tests/cli/test_cli_telemetry.py	3	CODE
LOW	tests/cli/test_cloud_authentication.py	3	CODE
LOW	tests/cli/test_import_chatgpt.py	10	CODE
LOW	tests/cli/test_import_claude_conversations.py	9	CODE
LOW	tests/cli/test_import_claude_projects.py	9	CODE
LOW	tests/cli/test_orphans_command.py	13	CODE
LOW	tests/cloud/test_note_content_read_service.py	1	CODE
LOW	tests/cloud/test_project_deletes.py	1	CODE
LOW	tests/cloud/test_cloud_services.py	1	CODE
LOW	tests/cloud/test_note_content_materialization.py	3	CODE
LOW	tests/api/v2/test_memory_hydration.py	7	CODE
LOW	tests/api/v2/test_knowledge_router_telemetry.py	3	CODE
LOW	tests/api/v2/test_search_hydration.py	7	CODE
LOW	tests/api/v2/test_entity_observation_lock_order.py	3	CODE
LOW	tests/api/v2/test_utils_telemetry.py	3	CODE
LOW	tests/api/v2/test_search_router_telemetry.py	3	CODE
LOW	tests/index/test_local_project_index.py	3	CODE
LOW	tests/index/test_watch_service.py	3	CODE
LOW	tests/index/test_watch_coordinator.py	3	CODE
LOW	tests/index/test_local_reconcile_file_reader.py	3	CODE
LOW	tests/index/test_local_markdown_file_indexer.py	3	CODE
LOW	tests/indexing/test_vector_sync_planning.py	3	CODE
LOW	tests/indexing/test_orphan_cleanup.py	3	CODE
LOW	…sts/indexing/test_note_content_batch_reconciliation.py	3	CODE
LOW	tests/indexing/test_note_content_read_repair_runner.py	3	CODE
LOW	tests/indexing/test_note_content_reconciler.py	3	CODE
LOW	tests/indexing/test_batch_indexer.py	3	CODE
669 more matches not shown…

Self-Referential Comments181 hits · 554 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/conftest.py	323	# Create a new ConfigManager that uses the test home directory	COMMENT
MEDIUM	tests/test_config.py	542	# Create a test ConfigManager instance	COMMENT
MEDIUM	tests/test_config.py	1018	# Create a project path	COMMENT
MEDIUM	tests/repository/test_search_repository.py	525	# Create a search index row with project_id	COMMENT
MEDIUM	tests/repository/test_observation_repository.py	400	# Create a test observation	COMMENT
MEDIUM⚡	tests/repository/test_project_info_repository.py	14	# Create a ProjectInfoRepository	COMMENT
MEDIUM⚡	tests/repository/test_project_info_repository.py	26	# Create a ProjectInfoRepository	COMMENT
MEDIUM	tests/repository/test_project_repository.py	241	# Create a non-default project	COMMENT
MEDIUM	tests/repository/test_entity_repository_upsert.py	217	# Create an entity first	COMMENT
MEDIUM	tests/repository/test_search_repository_edit_bug_fix.py	52	# Create a separate in-memory database for this test	COMMENT
MEDIUM	tests/repository/test_search_repository_edit_bug_fix.py	56	# Create the database schema	COMMENT
MEDIUM⚡	tests/repository/test_search_repository_edit_bug_fix.py	191	# Create a separate in-memory database for this test	COMMENT
MEDIUM⚡	tests/repository/test_search_repository_edit_bug_fix.py	195	# Create the database schema	COMMENT
MEDIUM	tests/repository/test_entity_repository.py	200	# Create a target entity and relation	COMMENT
MEDIUM	tests/repository/test_entity_repository.py	938	# Create a second project	COMMENT
MEDIUM	tests/repository/test_entity_repository.py	1004	# Create a second project with same permalink	COMMENT
MEDIUM	tests/importers/test_importer_base.py	14	# Create a concrete implementation of the abstract class for testing	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	17	# Create a file with malformed YAML frontmatter	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	53	# Create a file with completely broken YAML	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	88	# Create a file without note_type in frontmatter	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	115	# Create a file with empty frontmatter	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	141	# Create a file with no frontmatter at all	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	165	# Create a file with null/None note_type	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	191	# Create a file with null title	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	217	# Create a file with empty title	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	243	# Create a file with string "None" as title (common in templates)	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	269	# Create a valid file	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	309	# Create a file with completely broken YAML that will trigger the fallback path	COMMENT
MEDIUM	tests/markdown/test_entity_parser_error_handling.py	351	# Create a file with user's custom frontmatter (like the bug report)	COMMENT
MEDIUM	tests/markdown/test_entity_parser.py	239	# Create a test file in the project directory	STRING
MEDIUM	tests/utils/test_validate_project_path.py	275	# Create a very long but legitimate path	COMMENT
MEDIUM	tests/utils/test_validate_project_path.py	343	# Create a directory outside the project	COMMENT
MEDIUM⚡	tests/utils/test_validate_project_path.py	443	# Create a more complex directory structure	COMMENT
MEDIUM⚡	tests/utils/test_validate_project_path.py	452	# Create a sensitive file in the sibling directory	COMMENT
MEDIUM	tests/utils/test_utf8_handling.py	16	# Create a test file with various UTF-8 characters	COMMENT
MEDIUM	tests/utils/test_utf8_handling.py	65	# Create a test file with frontmatter containing UTF-8	COMMENT
MEDIUM	tests/utils/test_utf8_handling.py	120	# Create a test file with UTF-8 characters	COMMENT
MEDIUM	tests/mcp/test_tool_schema.py	290	# Create a person note but no schema note	COMMENT
MEDIUM	tests/mcp/test_tool_schema.py	344	# Create a person with an extra "hobby" field not in the schema	COMMENT
MEDIUM	tests/mcp/test_obsidian_yaml_formatting.py	11	# Create a note with tags using write_note	COMMENT
MEDIUM	tests/mcp/test_tool_resource.py	137	# Create a text file via notes	COMMENT
MEDIUM	tests/mcp/test_tool_resource.py	173	# Create a test image	COMMENT
MEDIUM	tests/mcp/test_tool_delete_note.py	130	# Create a note to delete	COMMENT
MEDIUM	tests/mcp/test_tool_search.py	25	# Create a test note	COMMENT
MEDIUM	tests/mcp/test_tool_search.py	59	# Create a test note	COMMENT
MEDIUM	tests/mcp/test_tool_search.py	90	# Create a test note	COMMENT
MEDIUM	tests/mcp/test_tool_search.py	124	# Create a test note	COMMENT
MEDIUM	tests/mcp/test_tool_search.py	286	# Create a test note	COMMENT
MEDIUM	tests/mcp/test_prompts.py	93	# Create a mock context with a file that has no permalink (like a binary file)	COMMENT
MEDIUM	tests/mcp/test_tool_view_note.py	195	# Create a note with no clear title structure	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	475	# Create the note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	500	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	522	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	544	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	619	# Create a note	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	1013	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_move_note.py	640	# Create a note to test different identifier formats	COMMENT
MEDIUM	tests/mcp/test_tool_write_note.py	293	# Create a note with custom permalink in frontmatter	COMMENT
MEDIUM	tests/mcp/test_tool_write_note.py	1188	# Create a note with all features to ensure security validation doesn't interfere	COMMENT
MEDIUM	tests/mcp/test_tool_write_note.py	1258	# Create a very long path traversal attack	COMMENT
121 more matches not shown…

Docstring Block Structure101 hits · 505 pts

Severity	File	Line	Snippet	Context
HIGH	src/basic_memory/utils.py	20	Normalize project path by stripping mount point prefix. In cloud deployments, the S3 bucket is mounted at /app/data	STRING
HIGH	src/basic_memory/utils.py	77	Generate a stable permalink from a file path. Args: file_path: Original file path (str, Path, or PathLike)	STRING
HIGH	src/basic_memory/file_utils.py	56	Compute SHA-256 checksum of content. Args: content: Content to hash (either text string or bytes)	STRING
HIGH	src/basic_memory/file_utils.py	394	Parse YAML frontmatter from content. Args: content: Content with YAML frontmatter Returns:	STRING
HIGH	src/basic_memory/file_utils.py	435	Remove YAML frontmatter from content. Args: content: Content with frontmatter strip: When True	STRING
HIGH	…/basic_memory/repository/postgres_search_repository.py	381	Convert Boolean query to tsquery format. Args: query: A Boolean query like "coffee AND brewing" or	STRING
HIGH	src/basic_memory/markdown/markdown_processor.py	65	Write EntityMarkdown schema back to file. This is step 3 of our read->modify->write pattern. The entire	STRING
HIGH	src/basic_memory/markdown/utils.py	23	Convert markdown entity to model. Does not include relations. Args: file_path: Path to the markdown fi	STRING
HIGH	src/basic_memory/mcp/project_context.py	665	Get and validate project, setting it in context if available. Args: client: HTTP client for API calls	STRING
HIGH	src/basic_memory/mcp/project_context.py	744	Resolve project and normalized path for memory:// identifiers. Args: strict_project_routing: Reject a memor	STRING
HIGH	src/basic_memory/mcp/project_context.py	993	Resolve project, create correctly-routed client, and validate project. Solves the bootstrap problem: we need to kno	STRING
HIGH	src/basic_memory/mcp/clients/memory.py	57	Build context from a memory path. Args: path: The path to build context for (without memory:// pref	STRING
HIGH	src/basic_memory/mcp/clients/memory.py	110	Get recent activity. Args: timeframe: Time filter (e.g., "7d", "1 week", "2 days ago")	STRING
HIGH	src/basic_memory/mcp/clients/resource.py	43	Read a resource by entity ID. Args: entity_id: Entity external_id (UUID) Returns:	STRING
HIGH	src/basic_memory/mcp/clients/search.py	50	Search across all content in the knowledge base. Args: query: Search query dict (from SearchQuery.m	STRING
HIGH	src/basic_memory/mcp/clients/directory.py	56	List directory contents. Args: dir_name: Directory path to list (default: root) depth:	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	53	Create a new entity. Args: entity_data: Entity data including title, content, folder, etc.	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	86	Update an existing entity (full replacement). Args: entity_id: Entity external_id (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	116	Get an entity by ID. Args: entity_id: Entity external_id (UUID) Returns: Entit	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	148	Partially update an entity. Args: entity_id: Entity external_id (UUID) patch_data: Part	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	178	Delete an entity. Args: entity_id: Entity external_id (UUID) Returns: DeleteEn	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	206	Move an entity to a new location. Args: entity_id: Entity external_id (UUID) destinatio	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	238	Move all entities in a directory to a new location. Args: source_directory: Source directory path (	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	271	Delete all entities in a directory. Args: directory: Directory path to delete (relative to project	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	302	Index a markdown file that exists on disk but is not indexed yet. Args: file_path: Markdown file pa	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	383	Resolve an identifier while preserving owning-project metadata. Args: identifier: The identifier to	STRING
HIGH	src/basic_memory/mcp/clients/project.py	61	Create a new project. Args: project_data: Project creation data (name, path, set_default)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	91	Delete a project by its external ID. Args: project_external_id: Project external ID (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	115	Resolve a project name/permalink to its full project record. Args: identifier: Project name or perm	STRING
HIGH	src/basic_memory/mcp/clients/project.py	136	Set a project as the default. Args: project_external_id: Project external ID (UUID) Return	STRING
HIGH	src/basic_memory/mcp/clients/project.py	158	Update a project's configuration (e.g. path). Args: project_external_id: Project external ID (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	185	Trigger a project indexing operation. Args: project_external_id: Project external ID (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	213	Get the current project-index observation for a project. Args: project_external_id: Project externa	STRING
HIGH	src/basic_memory/mcp/clients/project.py	233	Get detailed project information and statistics. Args: project_external_id: Project external ID (UU	STRING
HIGH	src/basic_memory/mcp/clients/schema.py	49	Validate notes against their resolved schemas. Args: note_type: Optional note type to batch-validat	STRING
HIGH	src/basic_memory/mcp/clients/schema.py	82	Infer a schema from existing notes of a given type. Args: note_type: The note type to analyze	STRING
HIGH	src/basic_memory/mcp/clients/schema.py	104	Show drift between schema definition and actual usage. Args: note_type: The note type to check for	STRING
HIGH	src/basic_memory/mcp/tools/read_content.py	180	Read a file's raw content by path or permalink. This tool provides direct access to file content in the knowledge b	STRING
HIGH	src/basic_memory/mcp/tools/view_note.py	30	View a markdown note as a formatted artifact. This tool reads a note using the same logic as read_note but instruct	STRING
HIGH	src/basic_memory/mcp/tools/edit_note.py	398	Edit an existing markdown note in the knowledge base. Makes targeted changes to existing notes without rewriting th	STRING
HIGH	src/basic_memory/mcp/tools/delete_note.py	206	Delete a note or directory from the knowledge base. Permanently removes a note or directory from the specified proj	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	243	Make a GET request and handle errors appropriately. Args: client: The HTTPX AsyncClient to use url:	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	344	Make a PUT request and handle errors appropriately. Args: client: The HTTPX AsyncClient to use url:	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	454	Make a PATCH request and handle errors appropriately. Args: client: The HTTPX AsyncClient to use ur	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	568	Make a POST request and handle errors appropriately. Args: client: The HTTPX AsyncClient to use url	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	742	Resolve a string identifier to an entity external_id using the v2 API. Args: client: HTTP client for API ca	STRING
HIGH	src/basic_memory/mcp/tools/utils.py	788	Make a DELETE request and handle errors appropriately. Args: client: The HTTPX AsyncClient to use u	STRING
HIGH	src/basic_memory/mcp/tools/write_note.py	87	Write a markdown note to the knowledge base. Creates a markdown note with semantic observations and relations.	STRING
HIGH	src/basic_memory/mcp/tools/search.py	794	Search across all content in the knowledge base with comprehensive syntax support. This tool searches the knowledge	STRING
HIGH	src/basic_memory/mcp/tools/read_note.py	94	Return the raw markdown for a note, or guidance text if no match is found. Finds and retrieves a note by its title,	STRING
HIGH	src/basic_memory/mcp/tools/recent_activity.py	76	Get recent activity for a specific project or across all projects. Project Resolution: The server resolves proj	STRING
HIGH	src/basic_memory/mcp/tools/move_note.py	388	Move a note or directory to a new location within the same project. Moves a note or directory from one location to	STRING
HIGH	src/basic_memory/mcp/tools/build_context.py	191	Get context needed to continue a discussion within a specific project. This tool enables natural continuation of di	STRING
HIGH	src/basic_memory/mcp/tools/project_management.py	791	Delete a Basic Memory project. Removes a project from Basic Memory's configuration and database records. By def	STRING
HIGH	src/basic_memory/mcp/tools/list_directory.py	60	List directory contents from the knowledge base with optional filtering. This tool provides 'ls' functionality for	STRING
HIGH	src/basic_memory/mcp/tools/schema.py	258	Validate notes against their resolved schema. Validates a specific note (by identifier), all notes of a given type,	STRING
HIGH	src/basic_memory/mcp/tools/schema.py	397	Analyze existing notes and suggest a schema definition. Examines observation categories and relation types across a	STRING
HIGH	src/basic_memory/mcp/tools/schema.py	524	Detect drift between a schema definition and actual note usage. Compares the existing schema for a note type agains	STRING
HIGH	src/basic_memory/cli/commands/cloud/cloud_utils.py	135	Check if a project exists on cloud. Args: project_name: Name of project to check workspace: Optiona	STRING
HIGH	src/basic_memory/cli/commands/cloud/rclone_commands.py	308	One-way sync: local → cloud. Makes cloud identical to local using rclone sync. Cloud files matching the .bmigno	STRING
41 more matches not shown…

Excessive Try-Catch Wrapping327 hits · 316 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_production_cascade_delete.py	248	except Exception as e:	CODE
LOW	tests/test_production_cascade_delete.py	279	except Exception as e:	CODE
LOW	tests/test_production_cascade_delete.py	349	except Exception as e:	CODE
LOW⚡	…epository/test_vector_manifest_generation_ownership.py	113	except Exception:	CODE
LOW⚡	tests/repository/test_postgres_search_repository.py	101	except Exception:	CODE
LOW	tests/importers/test_importer_base.py	29	except Exception as e:	CODE
LOW	tests/mcp/test_tool_recent_activity.py	50	except Exception as e:	CODE
LOW	tests/mcp/test_tool_build_context.py	180	except Exception as e:	CODE
LOW	tests/mcp/test_tool_move_note.py	134	except Exception:	CODE
LOW	tests/mcp/test_tool_move_note.py	441	except Exception:	CODE
LOW	tests/mcp/test_tool_move_note.py	523	except Exception:	CODE
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	95	except Exception as e:	CODE
LOW⚡	tests/services/test_project_service.py	895	except Exception:	CODE
LOW⚡	tests/services/test_project_service.py	899	except Exception:	CODE
LOW	tests/services/test_project_service.py	139	except Exception as e:	CODE
LOW	tests/services/test_project_service.py	144	except Exception:	CODE
LOW	tests/services/test_project_service.py	704	except Exception:	CODE
LOW	tests/services/test_project_service.py	708	except Exception:	CODE
LOW	tests/services/test_project_service.py	1540	except Exception:	CODE
LOW	tests/services/test_project_service.py	1723	except Exception:	CODE
LOW	tests/services/test_project_removal_bug.py	129	except Exception as e:	CODE
LOW	tests/services/test_project_removal_bug.py	146	except Exception:	CODE
LOW	tests/services/test_project_removal_bug.py	150	except Exception:	CODE
LOW	tests/services/test_project_removal_bug.py	362	except Exception:	CODE
LOW	.agents/skills/instrumentation/SKILL.md	98	except Exception:	CODE
MEDIUM	integrations/hermes/__init__.py	1201	def _bg() -> None:	CODE
MEDIUM	integrations/hermes/__init__.py	1267	def _bg() -> None:	CODE
LOW⚡	integrations/hermes/__init__.py	58	except Exception as _e: # pragma: no cover	CODE
LOW⚡	integrations/hermes/__init__.py	730	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	736	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1219	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1229	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1235	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1885	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1894	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1903	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1956	except Exception:	CODE
LOW	integrations/hermes/__init__.py	385	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	439	except Exception:	CODE
LOW	integrations/hermes/__init__.py	453	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	518	except Exception:	CODE
LOW	integrations/hermes/__init__.py	552	except Exception:	CODE
LOW	integrations/hermes/__init__.py	562	except Exception:	CODE
LOW	integrations/hermes/__init__.py	649	except Exception:	CODE
LOW	integrations/hermes/__init__.py	676	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	965	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	971	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	985	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	988	except Exception as shutdown_error:	CODE
LOW	integrations/hermes/__init__.py	999	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1050	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1092	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1157	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1191	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1270	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1329	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1384	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	1437	except Exception:	CODE
LOW	integrations/hermes/__init__.py	1502	except Exception:	CODE
LOW	integrations/hermes/__init__.py	1509	except Exception:	CODE
267 more matches not shown…

Cross-File Repetition51 hits · 255 pts

Severity	File	Snippet	Context
HIGH	tests/conftest.py	create the shared semantic postgres engine once per test session.	STRING
HIGH	test-int/conftest.py	create the shared semantic postgres engine once per test session.	STRING
HIGH	test-int/semantic/conftest.py	create the shared semantic postgres engine once per test session.	STRING
HIGH	tests/mcp/conftest.py	create test client that both mcp and tests will use.	STRING
HIGH	tests/cli/conftest.py	create test client that both mcp and tests will use.	STRING
HIGH	test-int/conftest.py	create test client that both mcp and tests will use.	STRING
HIGH	tests/cli/test_config_command.py	write config.json under a temporary home and return the file path.	STRING
HIGH	tests/cli/test_project_info_cloud_status.py	write config.json under a temporary home and return the file path.	STRING
HIGH	tests/cli/test_project_list_and_ls.py	write config.json under a temporary home and return the file path.	STRING
HIGH	tests/cli/test_json_output.py	write config.json under a temporary home and return the file path.	STRING
HIGH	tests/api/v2/test_knowledge_router.py	verify v2 project endpoints require project external_id uuid, not name.	STRING
HIGH	tests/api/v2/test_resource_router.py	verify v2 project endpoints require project external_id uuid, not name.	STRING
HIGH	tests/api/v2/test_project_router.py	verify v2 project endpoints require project external_id uuid, not name.	STRING
HIGH	test-int/mcp/test_pagination_integration.py	parse a fastmcp tool result content block into json.	STRING
HIGH	test-int/mcp/test_workspace_permalink_integration.py	parse a fastmcp tool result content block into json.	STRING
HIGH	test-int/mcp/test_output_format_json_integration.py	parse a fastmcp tool result content block into json.	STRING
HIGH	…cp/test_observation_permalink_collision_integration.py	parse a fastmcp tool result content block into json.	STRING
HIGH	src/basic_memory/repository/embedding_provider.py	return provider-specific runtime settings suitable for startup logs.	STRING
HIGH	src/basic_memory/repository/rerank_provider.py	return provider-specific runtime settings suitable for startup logs.	STRING
HIGH	src/basic_memory/repository/litellm_provider.py	return provider-specific runtime settings suitable for startup logs.	STRING
HIGH	src/basic_memory/repository/relation_repository.py	initialize with project_id filter. args: project_id: project id to filter all operations by	STRING
HIGH	src/basic_memory/repository/entity_repository.py	initialize with project_id filter. args: project_id: project id to filter all operations by	STRING
HIGH	src/basic_memory/repository/observation_repository.py	initialize with project_id filter. args: project_id: project id to filter all operations by	STRING
HIGH	…/basic_memory/repository/postgres_search_repository.py	create index if not exists idx_search_vector_chunks_project_entity on search_vector_chunks (project_id, entity_id)	STRING
HIGH	src/basic_memory/models/search.py	create index if not exists idx_search_vector_chunks_project_entity on search_vector_chunks (project_id, entity_id)	STRING
HIGH	…ions/h1b2c3d4e5f6_add_postgres_vector_search_tables.py	create index if not exists idx_search_vector_chunks_project_entity on search_vector_chunks (project_id, entity_id)	STRING
HIGH	src/basic_memory/mcp/container.py	create container by reading configmanager. this is the single point where api reads global config.	STRING
HIGH	src/basic_memory/cli/container.py	create container by reading configmanager. this is the single point where api reads global config.	STRING
HIGH	src/basic_memory/api/container.py	create container by reading configmanager. this is the single point where api reads global config.	STRING
HIGH	src/basic_memory/mcp/clients/memory.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/mcp/clients/resource.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/mcp/clients/search.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/mcp/clients/directory.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/mcp/clients/schema.py	initialize the schema client. args: http_client: httpx asyncclient for making requests project_id: project external_id (	STRING
HIGH	src/basic_memory/models/search.py	create unique index uix_search_index_permalink_project on search_index (permalink, project_id) where permalink is not nu	STRING
HIGH	…sions/7f6a2b8c9d10_index_full_postgres_note_content.py	create unique index uix_search_index_permalink_project on search_index (permalink, project_id) where permalink is not nu	STRING
HIGH	…314f1ea54dc4_add_postgres_full_text_search_support_.py	create unique index uix_search_index_permalink_project on search_index (permalink, project_id) where permalink is not nu	STRING
HIGH	src/basic_memory/cli/commands/import_memory_json.py	get markdownprocessor and fileservice instances for importers.	STRING
HIGH	src/basic_memory/cli/commands/import_chatgpt.py	get markdownprocessor and fileservice instances for importers.	STRING
HIGH	src/basic_memory/cli/commands/import_claude_projects.py	get markdownprocessor and fileservice instances for importers.	STRING
HIGH	…sic_memory/cli/commands/import_claude_conversations.py	get markdownprocessor and fileservice instances for importers.	STRING
HIGH	…rsions/d7e8f9a0b1c2_add_structured_metadata_indexes.py	check if a column exists in a table (idempotent migration support).	STRING
HIGH	…rsions/j3d4e5f6g7h8_rename_entity_type_to_note_type.py	check if a column exists in a table (idempotent migration support).	STRING
HIGH	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	check if a column exists in a table (idempotent migration support).	STRING
HIGH	…g7h8i9_add_created_by_and_last_updated_by_to_entity.py	check if a column exists in a table (idempotent migration support).	STRING
HIGH	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	check if a column exists in a table (idempotent migration support).	STRING
HIGH	…rsions/d7e8f9a0b1c2_add_structured_metadata_indexes.py	check if an index exists (idempotent migration support).	STRING
HIGH	…rsions/j3d4e5f6g7h8_rename_entity_type_to_note_type.py	check if an index exists (idempotent migration support).	STRING
HIGH	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	check if an index exists (idempotent migration support).	STRING
HIGH	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	check if an index exists (idempotent migration support).	STRING

Structural Annotation Overuse96 hits · 152 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/mcp/test_tool_write_note.py	660	# Step 2: Create second note with different title	COMMENT
LOW⚡	tests/mcp/test_tool_write_note.py	668	# Step 3: Try to create/replace first note again	COMMENT
LOW	tests/mcp/test_tool_write_note.py	325	# Step 1: Create initial note (auto-generated permalink)	COMMENT
LOW	tests/mcp/test_tool_write_note.py	346	# Step 2: Update with content that includes custom permalink in frontmatter	COMMENT
LOW	tests/mcp/test_tool_write_note.py	649	# Step 1: Create first note	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	46	# Step 1: Create test project	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	51	# Step 2: Create related entities that would cause foreign key constraint issues	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	91	# Step 3: Attempt to remove the project	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	106	# Step 4: Verify project was successfully removed	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	110	# Step 5: Verify related data was cascade deleted	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	52	# Step 1: Add the test project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	60	# Step 2: Create related entities for this project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	76	# Step 3: Create observations for the entity	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	81	# Step 4: Create relations involving the entity	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	106	# Step 5: Attempt to remove the project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	110	# Step 6: Verify everything was properly deleted	COMMENT
LOW	tests/services/test_entity_service.py	2576	# Step 1: Create first entity "Node A"	STRING
LOW	tests/services/test_entity_service.py	2600	# Step 2: Create Node B to match live test scenario	STRING
LOW	tests/services/test_entity_service.py	2612	# Step 3: Create Node C - this is where the bug occurs in live testing	STRING
LOW	.agents/skills/instrumentation/SKILL.md	24	## Step 1: Detect Language and Frameworks	COMMENT
LOW	.claude/commands/release/changelog.md	18	### Step 1: Version Analysis	COMMENT
LOW	.claude/commands/release/changelog.md	34	### Step 2: Categorize Changes	COMMENT
LOW	.claude/commands/release/changelog.md	59	### Step 3: Generate Changelog Entry	COMMENT
LOW	.claude/commands/release/changelog.md	104	### Step 4: Integration	COMMENT
LOW	.claude/commands/release/release-check.md	17	### Step 1: Environment Validation	COMMENT
LOW	.claude/commands/release/release-check.md	28	### Step 2: Code Quality Gates	COMMENT
LOW	.claude/commands/release/release-check.md	46	### Step 3: Documentation Validation	COMMENT
LOW	.claude/commands/release/release-check.md	57	### Step 4: Dependency Validation	COMMENT
LOW	.claude/commands/release/release-check.md	68	### Step 5: Issue Tracking Validation	COMMENT
LOW	.claude/commands/release/release.md	17	### Step 1: Pre-flight Validation	COMMENT
LOW	.claude/commands/release/release.md	38	### Step 2: Use Justfile Automation	COMMENT
LOW	.claude/commands/release/release.md	64	### Step 3: Monitor Release Process	COMMENT
LOW	.claude/commands/release/release.md	72	### Step 4: Post-Release Validation	COMMENT
LOW⚡	.claude/commands/release/beta.md	17	### Step 0: Pre-release dependency check	COMMENT
LOW⚡	.claude/commands/release/beta.md	25	### Step 1: Pre-flight Validation	COMMENT
LOW⚡	.claude/commands/release/beta.md	31	### Step 2: Use Justfile Automation	COMMENT
LOW	.claude/commands/release/beta.md	47	### Step 3: Monitor Beta Release	COMMENT
LOW	.claude/commands/release/beta.md	53	### Step 4: Beta Testing Instructions	COMMENT
LOW	docs/cloud-cli.md	155	# Step 1: Preview the initial sync (recommended)	COMMENT
LOW	docs/cloud-cli.md	158	# Step 2: If all looks good, run the actual sync	COMMENT
LOW⚡	test-int/mcp/test_chatgpt_tools_integration.py	430	# Step 1: Create multiple documents	COMMENT
LOW	test-int/mcp/test_chatgpt_tools_integration.py	466	# Step 2: Search for API-related content (as ChatGPT would)	COMMENT
LOW	test-int/mcp/test_chatgpt_tools_integration.py	477	# Step 3: Fetch one of the search results (as ChatGPT would)	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	24	# Step 1: Create a second project that we can switch to	COMMENT
LOW	test-int/mcp/test_project_state_sync_integration.py	37	# Step 2: Test that note operations work in the new project context	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	52	# Step 3: Test that we can read the note we just created	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	60	# Step 4: Test that edit operations work (this was failing in the original issue)	COMMENT
LOW	test-int/mcp/test_project_state_sync_integration.py	76	# Step 5: Verify the edit was applied	COMMENT
LOW	benchmarks/docs/benchmarks.md	237	### Step 1: Create BM worktrees for target refs	COMMENT
LOW	benchmarks/docs/benchmarks.md	252	### Step 2: Prepare benchmark datasets once	COMMENT
LOW	benchmarks/docs/benchmarks.md	261	### Step 3: Run BM for each revision with deterministic run IDs	COMMENT
LOW	benchmarks/docs/benchmarks.md	304	### Step 4: Run mem0 anchor once per dataset (optional but recommended)	COMMENT
LOW	benchmarks/docs/benchmarks.md	332	### Step 5: Compare runs	COMMENT
LOW	benchmarks/docs/benchmarks.md	350	### Step 6: Record matrix results	COMMENT
LOW	skills/memory-ingest/SKILL.md	30	## Step 1: Parse Raw Input	COMMENT
LOW	skills/memory-ingest/SKILL.md	41	## Step 2: Extract Entities	COMMENT
LOW	skills/memory-ingest/SKILL.md	59	## Step 3: Search Existing Entities	COMMENT
LOW	skills/memory-ingest/SKILL.md	81	## Step 4: Research New Entities (Optional)	COMMENT
LOW	skills/memory-ingest/SKILL.md	93	## Step 5: Present Entity Proposal	COMMENT
LOW	skills/memory-ingest/SKILL.md	112	## Step 6: Create the Source Note	COMMENT
36 more matches not shown…

Cross-Language Confusion22 hits · 122 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/test_config.py	1297	"json": "jq . {file} > {file}.tmp && mv {file}.tmp {file}",	CODE
HIGH	tests/importers/test_conversation_indexing.py	131	), f"Search permalink should not be null, got: {search_result.permalink}"	CODE
HIGH	tests/utils/test_file_utils.py	27	# Skip marker for tests that use Unix-specific commands (cat, sh, sleep, /dev/null)	COMMENT
HIGH	tests/utils/test_parse_tags.py	23	# None entries (e.g. YAML `tags: [alpha, null]`) are skipped, not revived as "None"	COMMENT
HIGH	tests/mcp/test_tool_edit_note.py	791	# Call edit_note with explicit None for all optional fields (simulates MCP null)	COMMENT
HIGH	tests/mcp/test_async_client_modes.py	491	'{"access_token":"oauth-token-456","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/mcp/test_async_client_modes.py	555	'{"access_token":"oauth-control-123","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/cli/cloud/test_cloud_api_client_and_utils.py	30	'{"access_token":"token-123","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/cli/cloud/test_cloud_api_client_and_utils.py	63	'{"access_token":"token-123","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/cli/cloud/test_cloud_api_client_and_utils.py	109	'{"access_token":"token-123","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/cli/cloud/test_cloud_api_client_and_utils.py	317	'{"access_token":"oauth-token-456","refresh_token":null,'	CODE
HIGH	…nchmarks/src/basic_memory_benchmarks/scoring/review.py	139	if (labels[id] === undefined) delete labels[id];	CODE
HIGH	…nchmarks/src/basic_memory_benchmarks/scoring/review.py	154	if (ok && fl) ok = (fl==="unlabeled") ? !lab : (lab===fl);	CODE
HIGH	…nchmarks/src/basic_memory_benchmarks/scoring/review.py	170	human_label: labels[c.query_id + "__" + c.provider] \|\| null,	CODE
HIGH	…nchmarks/src/basic_memory_benchmarks/scoring/review.py	172	const blob = new Blob([JSON.stringify({{run: RUN, labels: out}}, null, 1)], {{type: "application/json"}});	CODE
HIGH	src/basic_memory/utils.py	543	# Skip None entries (e.g. a YAML `tags: [alpha, null]`) so they are not revived as	COMMENT
HIGH	src/basic_memory/markdown/plugins.py	63	# if it's a markdown_task, return false	COMMENT
HIGH	src/basic_memory/api/v2/routers/knowledge_router.py	201	Only includes resolved relations (where to_id is not null).	STRING
HIGH	src/basic_memory/api/v2/routers/knowledge_router.py	223	# Fetch all resolved relations (to_id is not null) with eager-loaded entities	COMMENT
HIGH	…basic_memory/indexing/accepted_note_mutation_runner.py	98	(checksum null). Keep the message text and key names stable (issue #1445).	STRING
HIGH	src/basic_memory/services/context_service.py	546	ELSE eg.entity_path \|\| e.id::text \|\| ','	CODE
HIGH	src/basic_memory/services/context_service.py	706	eg.entity_path \|\| e.id \|\| ',' as entity_path	CODE

Deep Nesting139 hits · 118 pts

Severity	File	Line	Context
LOW	tests/test_codex_plugin_package.py	62	CODE
LOW	tests/cli/test_ignore_utils.py	97	CODE
LOW	tests/cli/test_share_commands.py	87	CODE
LOW	tests/cli/test_share_commands.py	131	CODE
LOW	tests/cli/test_share_commands.py	192	CODE
LOW	tests/cli/test_share_commands.py	225	CODE
LOW	tests/cli/test_share_commands.py	266	CODE
LOW	tests/cli/test_share_commands.py	300	CODE
LOW	tests/cli/test_share_commands.py	605	CODE
LOW	tests/cli/test_share_commands.py	635	CODE
LOW	tests/indexing/test_accepted_note_mutation_runner.py	1565	CODE
LOW	tests/services/test_project_service.py	102	CODE
LOW	tests/services/test_project_service.py	261	CODE
LOW	tests/services/test_project_service.py	371	CODE
LOW	tests/services/test_project_service.py	651	CODE
LOW	tests/services/test_project_service.py	844	CODE
LOW	tests/services/test_project_service.py	1660	CODE
LOW	tests/services/test_project_removal_bug.py	34	CODE
LOW	integrations/hermes/__init__.py	466	CODE
LOW	integrations/hermes/__init__.py	526	CODE
LOW	integrations/hermes/__init__.py	780	CODE
LOW	integrations/hermes/__init__.py	1579	CODE
LOW	integrations/hermes/__init__.py	1868	CODE
LOW	integrations/hermes/__init__.py	713	CODE
LOW	integrations/hermes/__init__.py	1652	CODE
LOW	…-int/test_project_index_delete_materialization_race.py	157	CODE
LOW	test-int/test_search_performance_benchmark.py	433	CODE
LOW	test-int/compare_search_benchmarks.py	60	CODE
LOW	benchmarks/src/basic_memory_benchmarks/runner.py	88	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	53	CODE
LOW	…basic_memory_benchmarks/providers/supermemory_local.py	82	CODE
LOW	…marks/src/basic_memory_benchmarks/datasets/convomem.py	84	CODE
LOW	…basic_memory_benchmarks/converters/locomo_to_corpus.py	37	CODE
LOW	…sic_memory_benchmarks/converters/convomem_to_corpus.py	55	CODE
LOW	src/basic_memory/config.py	61	CODE
LOW	src/basic_memory/config_migrations.py	27	CODE
LOW	src/basic_memory/utils.py	76	CODE
LOW	src/basic_memory/utils.py	520	CODE
LOW	src/basic_memory/utils.py	612	CODE
LOW	src/basic_memory/ignore_utils.py	156	CODE
LOW	src/basic_memory/ignore_utils.py	188	CODE
LOW	src/basic_memory/ignore_utils.py	223	CODE
LOW	src/basic_memory/repository/milvus_repository.py	344	CODE
LOW	src/basic_memory/repository/metadata_filters.py	62	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	187	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	270	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	770	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	805	CODE
LOW	src/basic_memory/repository/search_trace.py	555	CODE
LOW	…/basic_memory/repository/embedding_provider_factory.py	148	CODE
LOW	…/basic_memory/repository/embedding_provider_factory.py	211	CODE
LOW	src/basic_memory/repository/search_repository_base.py	371	CODE
LOW	src/basic_memory/repository/search_repository_base.py	2117	CODE
LOW	src/basic_memory/repository/search_repository_base.py	2453	CODE
LOW	src/basic_memory/repository/semantic_vector_sync.py	286	CODE
LOW	src/basic_memory/repository/semantic_vector_sync.py	743	CODE
LOW	…asic_memory/importers/claude_conversations_importer.py	141	CODE
LOW	src/basic_memory/importers/claude_projects_importer.py	32	CODE
LOW	src/basic_memory/importers/project_zip_import.py	51	CODE
LOW	src/basic_memory/importers/memory_json_importer.py	32	CODE
79 more matches not shown…

Redundant / Tautological Comments63 hits · 91 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	273	# Set BASIC_MEMORY_HOME to the test directory	COMMENT
LOW	tests/conftest.py	808	# Write file	COMMENT
LOW⚡	tests/test_config.py	568	# Set default to a project that exists with exact name match	COMMENT
LOW	tests/test_production_cascade_delete.py	118	# Check if CASCADE DELETE is configured	COMMENT
LOW	tests/test_production_cascade_delete.py	232	# Check if entity was cascade deleted	COMMENT
LOW	tests/test_production_cascade_delete.py	252	# Check if it's a foreign key constraint error	COMMENT
LOW	tests/test_production_cascade_delete.py	306	# Check if foreign keys are enabled	COMMENT
LOW	tests/markdown/test_markdown_processor.py	40	# Write file	COMMENT
LOW	tests/markdown/test_markdown_processor.py	89	# Write file	COMMENT
LOW	tests/utils/test_utf8_handling.py	47	# Read the file back and verify content	STRING
LOW	tests/utils/test_utf8_handling.py	83	# Write the file	STRING
LOW	tests/utils/test_utf8_handling.py	138	# Write the file	STRING
LOW	tests/mcp/test_obsidian_yaml_formatting.py	24	# Read the file directly to check YAML formatting	COMMENT
LOW	tests/mcp/test_obsidian_yaml_formatting.py	55	# Read the file to check formatting	COMMENT
LOW	tests/mcp/test_tool_write_note.py	1423	# Set config to allow overwrites by default	COMMENT
LOW	tests/mcp/test_tool_write_note.py	516	# Write the file back	STRING
LOW	tests/cli/test_project_set_cloud_local.py	219	# Set back to local — supply --local-path; existing config path is preserved	COMMENT
LOW	tests/cli/test_project_add_with_local_path.py	68	# Set HOME to tmp_path so ConfigManager uses our test config	COMMENT
LOW	tests/services/test_project_removal_bug.py	130	# Check if this is the specific foreign key constraint error from the bug report	COMMENT
LOW	tests/services/test_file_service.py	54	# Write file and get checksum	COMMENT
LOW⚡	tests/services/test_file_service.py	237	# Write file	COMMENT
LOW	test-int/conftest.py	380	# Set BASIC_MEMORY_HOME to the test directory	COMMENT
LOW	test-int/semantic/test_search_diagnostics.py	229	# Check if the database entity outranks irrelevant observations	COMMENT
LOW	test-int/semantic/test_search_diagnostics.py	467	# Check if bullets have any context (they shouldn't in current impl)	COMMENT
LOW	src/basic_memory/db.py	129	# Check if Postgres backend is configured (for backward compatibility)	COMMENT
LOW	src/basic_memory/utils.py	44	# Check if this is a Windows absolute path (e.g., C:\Users\...)	COMMENT
LOW	src/basic_memory/utils.py	120	# Check if we have CJK characters that should be preserved	COMMENT
LOW	src/basic_memory/utils.py	555	# Check if it's a JSON array string (common issue from AI assistants)	COMMENT
LOW	src/basic_memory/ignore_utils.py	249	# Check if the first part of the path matches the directory name	STRING
LOW	src/basic_memory/ignore_utils.py	261	# Check if any path part matches the directory name	STRING
LOW	src/basic_memory/ignore_utils.py	270	# Check if any individual path part matches the glob pattern	STRING
LOW	src/basic_memory/repository/sqlite_search_repository.py	285	# Check if term is already a proper wildcard pattern (alphanumeric + *)	COMMENT
LOW	src/basic_memory/repository/sqlite_search_repository.py	333	# Check if term needs quoting	COMMENT
LOW	src/basic_memory/repository/sqlite_search_repository.py	340	# Check if any individual word contains special characters that need quoting	COMMENT
LOW	src/basic_memory/repository/entity_repository.py	523	# Check if this is a FOREIGN KEY constraint failure	COMMENT
LOW	src/basic_memory/repository/entity_repository.py	708	# Check if this is a FOREIGN KEY constraint failure	COMMENT
LOW	…/basic_memory/repository/postgres_search_repository.py	425	# Check if term is already a wildcard pattern	COMMENT
LOW⚡	src/basic_memory/repository/repository.py	47	# Check if this model has a project_id column	COMMENT
LOW	…asic_memory/importers/claude_conversations_importer.py	79	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/memory_json_importer.py	114	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/chatgpt_importer.py	74	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/chatgpt_importer.py	288	# Add children to stack in reverse order to maintain conversation flow	COMMENT
LOW	src/basic_memory/markdown/entity_parser.py	217	# Check if the path is already absolute	COMMENT
LOW	src/basic_memory/mcp/tools/view_note.py	74	# Check if this is an error message (note not found)	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	1225	# Check if we got no results and provide helpful guidance	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	271	# Check if note exists in Basic Memory	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	901	# Check if extensions match	STRING
LOW	src/basic_memory/cli/commands/db.py	366	# Check if it's a cloud-only project — those can't be reindexed locally	COMMENT
LOW	src/basic_memory/cli/commands/format.py	92	# Check if formatting is enabled	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload.py	60	# Check if path exists	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload.py	129	# Read file content asynchronously	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload.py	249	# Check if file should be ignored	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload_command.py	89	# Check if project exists	COMMENT
LOW	src/basic_memory/cli/commands/cloud/rclone_commands.py	785	# Check if first run requires resync	COMMENT
LOW	src/basic_memory/api/v2/routers/project_router.py	165	# Check if project already exists before attempting to add	COMMENT
LOW	src/basic_memory/api/v2/routers/project_router.py	560	# Check if trying to delete the default project	COMMENT
LOW	src/basic_memory/alembic/env.py	191	# Check if a connection/engine was provided (e.g., from run_migrations)	COMMENT
LOW	src/basic_memory/alembic/env.py	198	# Check if it's an async URL (sqlite+aiosqlite or postgresql+asyncpg)	COMMENT
LOW	…314f1ea54dc4_add_postgres_full_text_search_support_.py	33	# Check if we're using Postgres	COMMENT
LOW⚡	src/basic_memory/services/project_service.py	200	# Check if either path is a parent of the other	COMMENT
3 more matches not shown…

Verbosity Indicators55 hits · 90 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/mcp/test_tool_write_note.py	660	# Step 2: Create second note with different title	COMMENT
LOW⚡	tests/mcp/test_tool_write_note.py	668	# Step 3: Try to create/replace first note again	COMMENT
LOW	tests/mcp/test_tool_write_note.py	325	# Step 1: Create initial note (auto-generated permalink)	COMMENT
LOW	tests/mcp/test_tool_write_note.py	346	# Step 2: Update with content that includes custom permalink in frontmatter	COMMENT
LOW	tests/mcp/test_tool_write_note.py	649	# Step 1: Create first note	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	46	# Step 1: Create test project	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	51	# Step 2: Create related entities that would cause foreign key constraint issues	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	91	# Step 3: Attempt to remove the project	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	106	# Step 4: Verify project was successfully removed	COMMENT
LOW⚡	tests/db/test_issue_254_foreign_key_constraints.py	110	# Step 5: Verify related data was cascade deleted	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	52	# Step 1: Add the test project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	60	# Step 2: Create related entities for this project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	76	# Step 3: Create observations for the entity	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	81	# Step 4: Create relations involving the entity	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	106	# Step 5: Attempt to remove the project	COMMENT
LOW⚡	tests/services/test_project_removal_bug.py	110	# Step 6: Verify everything was properly deleted	COMMENT
LOW	tests/services/test_entity_service.py	2576	# Step 1: Create first entity "Node A"	STRING
LOW	tests/services/test_entity_service.py	2600	# Step 2: Create Node B to match live test scenario	STRING
LOW	tests/services/test_entity_service.py	2612	# Step 3: Create Node C - this is where the bug occurs in live testing	STRING
LOW⚡	test-int/mcp/test_chatgpt_tools_integration.py	430	# Step 1: Create multiple documents	COMMENT
LOW	test-int/mcp/test_chatgpt_tools_integration.py	466	# Step 2: Search for API-related content (as ChatGPT would)	COMMENT
LOW	test-int/mcp/test_chatgpt_tools_integration.py	477	# Step 3: Fetch one of the search results (as ChatGPT would)	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	24	# Step 1: Create a second project that we can switch to	COMMENT
LOW	test-int/mcp/test_project_state_sync_integration.py	37	# Step 2: Test that note operations work in the new project context	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	52	# Step 3: Test that we can read the note we just created	COMMENT
LOW⚡	test-int/mcp/test_project_state_sync_integration.py	60	# Step 4: Test that edit operations work (this was failing in the original issue)	COMMENT
LOW	test-int/mcp/test_project_state_sync_integration.py	76	# Step 5: Verify the edit was applied	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1036	# Step 1: Resolve project name from config (no network call)	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1067	# Step 2: Check explicit routing BEFORE workspace resolution	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1085	# Step 3: Determine if cloud routing is needed	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1196	# Step 4: Local routing (default)	COMMENT
LOW⚡	src/basic_memory/cli/auth.py	272	# Step 1: Request device authorization	COMMENT
LOW⚡	src/basic_memory/cli/auth.py	277	# Step 2: Display user instructions	COMMENT
LOW⚡	src/basic_memory/cli/auth.py	280	# Step 3: Poll for token	COMMENT
LOW⚡	src/basic_memory/cli/auth.py	288	# Step 4: Save tokens	COMMENT
LOW	src/basic_memory/cli/commands/cloud/core_commands.py	231	# Step 1: Install rclone	COMMENT
LOW⚡	src/basic_memory/cli/commands/cloud/core_commands.py	262	# Step 2: Get tenant info (scoped to the target workspace when given)	COMMENT
LOW⚡	src/basic_memory/cli/commands/cloud/core_commands.py	267	# Step 3: Generate credentials for that tenant's bucket	COMMENT
LOW⚡	src/basic_memory/cli/commands/cloud/core_commands.py	272	# Step 4: Configure the tenant's rclone remote	COMMENT
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	76	# Step 1: Add external_id column as nullable first	COMMENT
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	79	# Step 2: Generate UUIDs for existing rows	COMMENT
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	97	# Step 3: Make external_id NOT NULL	STRING
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	105	# Step 4: Create unique index on project.external_id (idempotent)	STRING
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	114	# Step 1: Add external_id column as nullable first	STRING
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	117	# Step 2: Generate UUIDs for existing rows	STRING
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	135	# Step 3: Make external_id NOT NULL	STRING
LOW⚡	…/g9a0b3c4d5e6_add_external_id_to_project_and_entity.py	143	# Step 4: Create unique index on entity.external_id (idempotent)	STRING
LOW⚡	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	75	# Step 1: Add project_id column as nullable first (idempotent)	COMMENT
LOW⚡	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	79	# Step 2: Backfill project_id from entity.project_id via from_id	COMMENT
LOW	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	98	# Step 3: Make project_id NOT NULL and add foreign key	STRING
LOW⚡	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	119	# Step 4: Create index on relation.project_id (idempotent)	STRING
LOW⚡	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	127	# Step 1: Add project_id column as nullable first (idempotent)	STRING
LOW⚡	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	131	# Step 2: Backfill project_id from entity.project_id via entity_id	STRING
LOW	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	150	# Step 3: Make project_id NOT NULL and add foreign key	STRING
LOW	…/f8a9b2c3d4e5_add_pg_trgm_for_fuzzy_link_resolution.py	171	# Step 4: Create index on observation.project_id (idempotent)	STRING

AI Slop Vocabulary33 hits · 86 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_claude_plugin_hooks.py	28	# (plugin hooks dir, plugin-root template variable the harness substitutes)	COMMENT
MEDIUM⚡	tests/test_claude_plugin_hooks.py	55	# harness shell on both POSIX and Windows, and plugin roots can contain	COMMENT
LOW	tests/repository/test_project_repository.py	135	# So just create a non-default project	COMMENT
MEDIUM⚡	tests/cli/test_hook_command.py	1409	# The operator verb `bm hook install` writes harness config and needs no	COMMENT
MEDIUM⚡	tests/cli/test_hook_command.py	1412	# hook, so install still runs and actually writes the harness entries.	COMMENT
MEDIUM	tests/cli/test_hook_command.py	1370	# must catch it — a hook still exits 0, never a non-zero status to the harness.	COMMENT
MEDIUM	tests/cli/test_hook_command.py	1457	# run before the hook's own guard (it could return non-zero to the harness)	COMMENT
MEDIUM	tests/cli/test_hook_command.py	1704	# The settings file is the user's whole harness config, not just our	COMMENT
MEDIUM	tests/cli/test_hook_command.py	1772	# A user may keep their harness config private (0600); the atomic rewrite	COMMENT
MEDIUM	integrations/hermes/.github/workflows/release.yml	7	# git tag (`v..*`) — NOT from __init__.py. This is robust to PRs that	COMMENT
MEDIUM	test-int/mcp/test_edit_note_integration.py	918	# own slug rather than the exact string, since the harness prefixes the project name.	COMMENT
MEDIUM	test-int/semantic/litellm_live_harness.py	348	# live calls when someone discovers the harness through `just --list`.	COMMENT
MEDIUM	test-int/read_cache/conftest.py	87	# construct their own 50ms clients, so keep this shared harness stable.	COMMENT
MEDIUM	scripts/validate_claude_plugin.py	59	# Claude harness (settings-based config, session/coding_session types).	COMMENT
LOW⚡	scripts/update_versions.py	100	# package release. Codex hook refs are managed by `just set-codex-hook-version`.	COMMENT
LOW	src/basic_memory/file_utils.py	495	# No frontmatter, just return content	COMMENT
LOW	src/basic_memory/ignore_utils.py	217	# If we can't read .gitignore, just use default patterns	STRING
MEDIUM	…c/basic_memory/mcp/ui/html/search-results-tool-ui.html	20	`).replace(N1,"")}function Nw(e,t){return t=KL(t),KL(e)===t}function me(e,t,a,n,r,o){switch(a){case"children":typeof n==	CODE
MEDIUM	src/basic_memory/mcp/ui/html/note-preview-tool-ui.html	20	`).replace(r1,"")}function Jm(l,t){return t=er(t),er(l)===t}function Z(l,t,a,e,n,u){switch(a){case"children":typeof e=="	CODE
MEDIUM	src/basic_memory/mcp/tools/search.py	794	"""Search across all content in the knowledge base with comprehensive syntax support.	STRING
MEDIUM	src/basic_memory/mcp/tools/move_note.py	946	# misleading the agent (#881 Gap 2). This is the robust backstop behind	STRING
MEDIUM	src/basic_memory/mcp/resources/project_info.py	23	"""Get comprehensive information about a workspace-qualified Basic Memory project.	STRING
MEDIUM	src/basic_memory/cli/app.py	46	# Trigger: a `hook` invocation (the advisory harness front door, SPEC-55).	COMMENT
MEDIUM	src/basic_memory/cli/commands/hook.py	117	session_note_type: str # type stamped on this harness's checkpoint notes	CODE
MEDIUM	src/basic_memory/cli/commands/hook.py	397	# --project-dir wins (the shim passes the harness's project directory so	COMMENT
MEDIUM	src/basic_memory/cli/commands/hook.py	1189	# ``hook <verb> --harness <harness>`` suffix (rather than the launcher prefix)	COMMENT
MEDIUM	src/basic_memory/cli/commands/hook.py	1266	# The ownership tag lives in the command's `hook <verb> --harness`	COMMENT
MEDIUM	src/basic_memory/hooks/envelope.py	25	# A harness session, identified by its producing surface and opaque session id.	COMMENT
MEDIUM	src/basic_memory/hooks/envelope.py	30	# V0 ships the three events exposed through supported harness hooks. The other	COMMENT
MEDIUM	src/basic_memory/hooks/envelope.py	42	# Actor when the harness runtime itself produced the event (vs a user action	COMMENT
MEDIUM	src/basic_memory/services/project_service.py	677	# Update in database using robust lookup	COMMENT
MEDIUM	src/basic_memory/services/project_service.py	712	# Get project from database using robust lookup	COMMENT
MEDIUM	src/basic_memory/services/project_service.py	754	"""Get comprehensive information about the specified Basic Memory project.	STRING

Modern Structural Boilerplate61 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_alembic_env.py	24	def set_main_option(self, name: str, value: str) -> None:	CODE
LOW⚡	tests/test_read_cache_telemetry.py	46	def set_attribute(self, name: str, value: object) -> None:	CODE
LOW⚡	tests/test_read_cache_telemetry.py	49	def set_attributes(self, attributes: dict[str, object]) -> None:	CODE
LOW	tests/mcp/test_client_info.py	27	async def set_state(self, key: str, value: object) -> None:	CODE
LOW	tests/mcp/conftest.py	33	async def set_state(self, key: str, value: object, **kwargs) -> None:	CODE
LOW	tests/mcp/test_tool_telemetry.py	22	def set_attributes(self, attrs: dict[str, Any]) -> None:	CODE
LOW	tests/mcp/test_tool_telemetry.py	25	def set_attribute(self, key: str, value) -> None:	CODE
LOW⚡	tests/mcp/test_client_telemetry.py	27	def set_attribute(self, key: str, value) -> None:	CODE
LOW⚡	tests/mcp/test_client_telemetry.py	30	def set_attributes(self, new_attrs: dict[str, Any]) -> None:	CODE
LOW	tests/mcp/test_project_context_scoped_key.py	21	async def set_state(self, key: str, value: object) -> None:	CODE
LOW	test-int/test_relation_generation_concurrency.py	334	async def update_source() -> None:	CODE
LOW	benchmarks/src/basic_memory_benchmarks/__init__.py	5	__all__ = ["main"]	CODE
LOW	benchmarks/src/basic_memory_benchmarks/llm/__init__.py	12	__all__ = [	CODE
LOW⚡	scripts/update_versions.py	80	def set_server_version(data: dict[str, Any], version: str) -> None:	CODE
LOW⚡	scripts/update_versions.py	87	def set_claude_marketplace_version(data: dict[str, Any], version: str) -> None:	CODE
LOW⚡	scripts/update_versions.py	95	def set_package_version(data: dict[str, Any], version: str) -> None:	CODE
LOW	scripts/update_versions.py	115	def _update_core(version: str, *, dry_run: bool) -> None:	CODE
LOW	scripts/update_versions.py	129	def _update_packages(version: str, *, dry_run: bool) -> None:	CODE
LOW	scripts/update_versions.py	179	def update_versions(raw_version: str, *, scope: str = "all", dry_run: bool) -> None:	CODE
LOW	src/basic_memory/config.py	196	def set_default_project(self, name: str) -> None:	CODE
LOW	src/basic_memory/telemetry.py	64	__all__ = ["configure_telemetry", "get_logfire_handler"]	CODE
LOW	src/basic_memory/config_models.py	844	def set_project_mode(self, project_name: str, mode: ProjectMode) -> None:	CODE
LOW	src/basic_memory/project_resolver.py	117	__all__ = [	CODE
LOW	src/basic_memory/repository/__init__.py	11	__all__ = [	CODE
LOW	src/basic_memory/repository/search_repository.py	257	__all__ = [	CODE
LOW⚡	src/basic_memory/repository/repository.py	50	def _set_project_id_if_needed(self, model: T) -> None:	CODE
LOW	…asic_memory/importers/claude_conversations_importer.py	12	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/importers/claude_projects_importer.py	11	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/importers/__init__.py	23	__all__ = [	CODE
LOW	src/basic_memory/importers/memory_json_importer.py	10	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/importers/base.py	19	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/importers/chatgpt_importer.py	12	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/markdown/__init__.py	13	__all__ = [	CODE
LOW	src/basic_memory/runtime/note_content.py	88	__all__ = [	CODE
LOW	src/basic_memory/mcp/container.py	107	def set_container(container: McpContainer) -> None:	CODE
LOW	src/basic_memory/mcp/async_client.py	337	def set_client_factory(factory: Callable[..., AbstractAsyncContextManager[AsyncClient]]) -> None:	CODE
LOW	src/basic_memory/mcp/project_context.py	106	def set_workspace_provider(provider: Callable[[], Awaitable[list[WorkspaceInfo]]]) -> None:	CODE
LOW	src/basic_memory/mcp/clients/__init__.py	23	__all__ = [	CODE
LOW	src/basic_memory/mcp/ui/__init__.py	5	__all__ = ["get_ui_variant", "load_html", "load_variant_html"]	CODE
LOW	src/basic_memory/mcp/tools/__init__.py	37	__all__ = [	CODE
LOW	src/basic_memory/mcp/resources/__init__.py	5	__all__ = ["project_info"]	CODE
LOW	src/basic_memory/mcp/prompts/__init__.py	15	__all__ = [	CODE
LOW	src/basic_memory/models/__init__.py	15	__all__ = [	CODE
LOW	src/basic_memory/cli/container.py	68	def set_container(container: CliContainer) -> None:	CODE
LOW	src/basic_memory/cli/commands/__init__.py	18	__all__ = [	CODE
LOW	src/basic_memory/schemas/__init__.py	59	__all__ = [	CODE
LOW	src/basic_memory/schemas/v2/__init__.py	27	__all__ = [	CODE
LOW	src/basic_memory/picoschema/__init__.py	34	__all__ = [	CODE
LOW	src/basic_memory/hooks/adapters/__init__.py	28	__all__ = [	CODE
LOW	src/basic_memory/api/__init__.py	5	__all__ = ["app"]	CODE
LOW	src/basic_memory/api/container.py	156	def set_container(container: ApiContainer) -> None:	CODE
LOW	src/basic_memory/api/v2/__init__.py	26	__all__ = [	CODE
LOW	src/basic_memory/api/v2/routers/__init__.py	14	__all__ = [	CODE
LOW	src/basic_memory/api/v2/routers/importer_router.py	30	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/deps/__init__.py	114	__all__ = [	CODE
LOW	src/basic_memory/read_cache/__init__.py	22	__all__ = [	CODE
LOW	…ions/bcdbd5a942ca_relation_to_id_set_null_on_delete.py	45	def _set_to_id_ondelete(ondelete: str) -> None:	CODE
LOW	src/basic_memory/services/project_service.py	447	async def set_default_project(self, name: str) -> None:	CODE
LOW	src/basic_memory/services/directory_service.py	22	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/services/__init__.py	8	__all__ = ["BaseService", "FileService", "EntityService", "ProjectService"]	CODE
1 more matches not shown…

Over-Commented Block45 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose-postgres.yml	1	# Docker Compose configuration for Basic Memory with PostgreSQL	COMMENT
LOW	docker-compose-postgres.yml	41		COMMENT
LOW	docker-compose.yml	61	interval: 30s	COMMENT
LOW	docker-compose.yml	81		COMMENT
LOW	plugins/claude-code/hooks/session_start.py	1	#!/usr/bin/env -S uv run --quiet --script	COMMENT
LOW	plugins/claude-code/hooks/pre_compact.py	1	#!/usr/bin/env -S uv run --quiet --script	COMMENT
LOW	plugins/codex/hooks/session_start.py	1	#!/usr/bin/env -S uv run --quiet --script	COMMENT
LOW	plugins/codex/hooks/pre_compact.py	1	#!/usr/bin/env -S uv run --quiet --script	COMMENT
LOW	tests/markdown/test_entity_parser.py	341	# ---	COMMENT
LOW	tests/mcp/test_tool_resource.py	241	# Skip testing the large document size handling since it would require	COMMENT
LOW	tests/db/test_issue_254_foreign_key_constraints.py	161	# Document the current error for tracking	COMMENT
LOW	docs/ai-assistant-guide-extended.md	101	# "note_count": 156,	COMMENT
LOW	integrations/hermes/__init__.py	281	if _schema["name"] in _GLOBAL_TOOLS:	COMMENT
LOW	integrations/hermes/__init__.py	1841	#	COMMENT
LOW	integrations/hermes/.github/workflows/release.yml	1	name: release	COMMENT
LOW	.github/workflows/claude.yml	1	name: Claude Code	COMMENT
LOW	.github/workflows/claude.yml	101	# Allow the interpreters @claude needs to self-verify a change before	COMMENT
LOW	src/basic_memory/db.py	21	)	COMMENT
LOW	src/basic_memory/db.py	341		COMMENT
LOW	src/basic_memory/db.py	601	# Why: temporary aiosqlite worker threads can outlive CLI command execution	COMMENT
LOW	src/basic_memory/config_models.py	901	"""Ensure configuration is valid after initialization."""	COMMENT
LOW	src/basic_memory/repository/search_query.py	21	r"\u4e00-\u9fff" # CJK Unified Ideographs	COMMENT
LOW	src/basic_memory/repository/search_query.py	41	# the guard at all.	COMMENT
LOW	src/basic_memory/repository/search_repository_base.py	2521	min_similarity=min_similarity,	COMMENT
LOW	src/basic_memory/repository/note_content_repository.py	301	# write is the single conditional UPDATE whose rowcount decides the	COMMENT
LOW	src/basic_memory/repository/fastembed_provider.py	241	# snapshot dir exists but the model artifact file is missing — the	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	981	# has_more=True with no reachable page; a negative page_size becomes an	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	1001	# Avoid mutable-default-argument footguns. Treat None as "no filter".	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	1181	"`tags`, `status`, `note_types`, `entity_types`, `categories`, "	COMMENT
LOW	src/basic_memory/mcp/tools/read_note.py	261	cast(dict[str, object], result)	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	941	# Trigger: the resulting file_path differs from the destination the caller	COMMENT
LOW	src/basic_memory/cli/app.py	41	) -> None:	COMMENT
LOW	src/basic_memory/cli/commands/project.py	941	result = run_with_cleanup(_remove_project())	COMMENT
LOW	src/basic_memory/cli/commands/cloud/webdav_transfer.py	361	# user's own editor. Acting on the stale classification would destroy a note that	COMMENT
LOW	src/basic_memory/index/note_content_materialization.py	161	"""	COMMENT
LOW	src/basic_memory/alembic/env.py	21	# already inside a running loop (pytest-asyncio, the API lifespan) take the	COMMENT
LOW	src/basic_memory/alembic/alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	src/basic_memory/alembic/alembic.ini	21	# Any required deps can installed by adding `alembic[tz]` to the pip requirements	COMMENT
LOW	src/basic_memory/alembic/alembic.ini	41	# The path separator used here should be the separator specified by "version_path_separator" below.	COMMENT
LOW	src/basic_memory/alembic/alembic.ini	61		COMMENT
LOW	…c/basic_memory/indexing/note_materialization_runner.py	521	# current_relation_generation_statement. With no read locks held, the	COMMENT
LOW	src/basic_memory/indexing/file_index_checking.py	261	# Move-orphan gate (#1601). Both sources must be set for the gate to run: a would-be create	COMMENT
LOW	…basic_memory/indexing/accepted_note_mutation_runner.py	741	# current_relation_generation_statement; accept_write's compare-and-set	COMMENT
LOW	src/basic_memory/services/link_resolver.py	401	# Avoid duplicates (permalink match might also be in title matches)	COMMENT
LOW	src/basic_memory/services/project_service.py	561		COMMENT

AI Structural Patterns45 hits · 40 pts

Severity	File	Line	Context
LOW	tests/repository/test_hybrid_fusion.py	73	CODE
LOW	tests/repository/test_vector_pagination.py	58	CODE
LOW	tests/repository/test_vector_threshold.py	62	CODE
LOW	tests/repository/test_semantic_vector_sync.py	48	CODE
LOW	tests/repository/test_semantic_search_base.py	79	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	212	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	269	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	433	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	770	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	988	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	1159	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	403	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	805	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	1101	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	1294	CODE
LOW	src/basic_memory/repository/search_trace.py	247	CODE
LOW	src/basic_memory/repository/search_repository.py	71	CODE
LOW	src/basic_memory/repository/search_repository.py	94	CODE
LOW	src/basic_memory/repository/search_repository_base.py	299	CODE
LOW	src/basic_memory/repository/search_repository_base.py	342	CODE
LOW	src/basic_memory/repository/litellm_provider.py	109	CODE
LOW	src/basic_memory/repository/repository.py	412	CODE
LOW	src/basic_memory/mcp/tools/edit_note.py	361	CODE
LOW	src/basic_memory/mcp/tools/ui_sdk.py	32	CODE
LOW	src/basic_memory/mcp/tools/utils.py	228	CODE
LOW	src/basic_memory/mcp/tools/utils.py	325	CODE
LOW	src/basic_memory/mcp/tools/utils.py	435	CODE
LOW	src/basic_memory/mcp/tools/utils.py	549	CODE
LOW	src/basic_memory/mcp/tools/utils.py	659	CODE
LOW	src/basic_memory/mcp/tools/utils.py	773	CODE
LOW	src/basic_memory/mcp/tools/write_note.py	69	CODE
LOW	src/basic_memory/mcp/tools/search.py	703	CODE
LOW	src/basic_memory/mcp/tools/recent_activity.py	48	CODE
LOW	src/basic_memory/mcp/tools/build_context.py	153	CODE
LOW	src/basic_memory/mcp/tools/list_directory.py	29	CODE
LOW	src/basic_memory/cli/commands/ci.py	49	CODE
LOW	src/basic_memory/cli/commands/inspect.py	535	CODE
LOW	src/basic_memory/cli/commands/tool.py	584	CODE
LOW	src/basic_memory/cli/commands/tool.py	857	CODE
LOW	src/basic_memory/cli/commands/tool.py	947	CODE
LOW	src/basic_memory/cli/commands/tool.py	1033	CODE
LOW	src/basic_memory/cli/commands/tool.py	1120	CODE
LOW	src/basic_memory/cli/commands/project.py	736	CODE
LOW	src/basic_memory/cli/commands/cloud/rclone_commands.py	702	CODE
LOW	src/basic_memory/services/context_service.py	110	CODE

Fake / Example Data29 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	tests/utils/test_frontmatter_obsidian_compatible.py	110	post.metadata["authors"] = ["John Doe", "Jane Smith"]	CODE
LOW	tests/mcp/test_project_context.py	722	name="Acme Corp",	CODE
LOW	tests/mcp/test_tool_project_management.py	1126	cloud_workspace_name="Acme Corp",	CODE
LOW	tests/mcp/test_tool_project_management.py	1137	assert merged[0]["workspace_name"] == "Acme Corp"	CODE
LOW⚡	tests/picoschema/test_diff.py	143	notes[0] = _note("n0", observations=[Obs("name", "P0"), Obs("fax", "555-1234")])	CODE
LOW⚡	tests/picoschema/test_validator.py	167	result = validate_note("test-note", schema, [], [Rel("works_at", "Acme Corp")])	CODE
LOW⚡	tests/picoschema/test_validator.py	171	assert result.field_results[0].values == ["Acme Corp"]	CODE
LOW⚡	tests/picoschema/test_validator.py	265	relations = [Rel("works_at", "Acme Corp"), Rel("friends_with", "Bob")]	CODE
LOW	docs/ai-assistant-guide-extended.md	676	"email": "user@example.com",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	38	"placeholder": "my-agent",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	43	"placeholder": "memory/",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	48	"placeholder": "MEMORY.md",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	53	"placeholder": "bm",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	63	"placeholder": "10",	CODE
LOW⚡	integrations/openclaw/openclaw.plugin.json	73	"placeholder": "Check for active tasks and recent activity...",	CODE
LOW	integrations/openclaw/openclaw.plugin.json	84	"placeholder": ".",	CODE
LOW	integrations/openclaw/tools/list-workspaces.test.ts	63	name: "Acme Corp",	CODE
LOW	integrations/openclaw/tools/list-workspaces.test.ts	93	name: "Acme Corp",	CODE
LOW	test-int/mcp/test_param_aliases_integration.py	148	"find_text": "placeholder",	CODE
LOW⚡	test-int/mcp/test_read_content_integration.py	302	This is section {i + 1} with substantial content. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test-int/mcp/test_read_content_integration.py	302	This is section {i + 1} with substantial content. Lorem ipsum dolor sit amet,	CODE
LOW	test-int/mcp/test_read_content_integration.py	341	assert "Lorem ipsum" in content	STRING
LOW⚡	test-int/mcp/test_long_relation_type_integration.py	30	"Lorem ipsum dolor sit amet — consectetur adipiscing elit, sed do eiusmod "	CODE
LOW⚡	test-int/mcp/test_long_relation_type_integration.py	30	"Lorem ipsum dolor sit amet — consectetur adipiscing elit, sed do eiusmod "	CODE
LOW	skills/memory-research/SKILL.md	50	search_notes(query="Acme Corp")	CODE
LOW	skills/memory-research/SKILL.md	122	title="Acme Corp",	CODE
LOW	skills/memory-research/SKILL.md	217	identifier="Acme Corp",	CODE
LOW	…c/basic_memory/mcp/ui/html/search-results-tool-ui.html	20	`).replace(N1,"")}function Nw(e,t){return t=KL(t),KL(e)===t}function me(e,t,a,n,r,o){switch(a){case"children":typeof n==	CODE
LOW	src/basic_memory/mcp/ui/html/note-preview-tool-ui.html	20	`).replace(r1,"")}function Jm(l,t){return t=er(t),er(l)===t}function Z(l,t,a,e,n,u){switch(a){case"children":typeof e=="	CODE

Modern AI Meta-Vocabulary6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	192	"*/services/initialization.py", # Startup orchestration + background tasks (watchers); exercised indirectly in entry	CODE
MEDIUM	test-int/BENCHMARKS.md	77	### Optional guardrails (recommended for nightly runs only)	COMMENT
MEDIUM	…ic_memory_benchmarks/providers/baseline_fullcontext.py	26	# with room for prompt scaffolding. LongMemEval-S groups (~115K tokens) fit.	COMMENT
MEDIUM⚡	src/basic_memory/repository/search_repository_base.py	1646	# Shared semantic search: sync_entity_vectors orchestration	COMMENT
MEDIUM	src/basic_memory/repository/search_repository_base.py	598	# Compatibility: focused orchestration tests and third-party subclasses	COMMENT
MEDIUM	src/basic_memory/mcp/async_client.py	330	# Optional factory override for dependency injection.	COMMENT

Hallucination Indicators1 hit · 15 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	integrations/hermes/tests/test_prefetch.py	105	timeout = p._actor.call.call_args.kwargs.get("timeout") or p._actor.call.call_args[1].get(	CODE

Dead Code5 hits · 10 pts

Severity	File	Line	Context
MEDIUM	tests/mcp/test_project_context.py	3150	CODE
MEDIUM	tests/mcp/test_tool_edit_note.py	1085	CODE
MEDIUM	tests/mcp/test_tool_edit_note.py	1286	CODE
MEDIUM	tests/mcp/tools/test_search_notes_multi_project.py	182	CODE
MEDIUM	tests/indexing/test_forward_reference_resolution.py	427	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/basic_memory/utils.py	813	# once a parent segment stays ambiguous (kept as requested), a deeper	COMMENT

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	test-int/mcp/test_edit_note_integration.py	647	assert "def test_function():" in content	CODE
LOW	test-int/mcp/test_edit_note_integration.py	605	def test_function():	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose-postgres.yml	7	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings