basicmachines-co/basic-memory

29.5

Adjusted Score

29.5

Raw Score

100%

Time Factor

2026-07-14

Last Push

3.4K

Stars

Python

Language

271.1K

Lines of Code

1.0K

Files

6.8K

Pattern Hits

2026-07-14

Scan Date

0.17

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 177MEDIUM 365LOW 6219

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 6762 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers4810 hits · 4522 pts

Severity	File	Line	Snippet	Context
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	98	def _configured_postgres_sync_url() -> str \| None:	CODE
LOW	tests/conftest.py	139	def _resolve_postgres_sync_url(postgres_container) -> str:	CODE
LOW	tests/conftest.py	148	async def _reset_postgres_test_schema(engine: AsyncEngine, async_url: str) -> None:	CODE
LOW	tests/conftest.py	215	def suppress_logfire_no_config_warning(monkeypatch) -> None:	CODE
LOW	tests/conftest.py	242	async def cleanup_global_db_after_test() -> AsyncGenerator[None, None]:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	24	def test_storage_project_prefix_from_project_path_strips_legacy_mount_prefix() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	30	def test_storage_object_key_from_project_prefix_joins_project_relative_path() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	42	def test_storage_object_key_from_project_path_strips_legacy_project_mount() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	48	def test_storage_project_prefix_resolution_prefers_exact_active_path() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	66	def test_storage_project_prefix_resolution_uses_name_then_unique_path_suffix() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	90	def test_storage_project_prefix_resolution_reports_ambiguous_suffix_matches() -> None:	CODE
LOW	tests/test_runtime_storage_project_resolution.py	107	def test_storage_project_prefix_resolution_reports_missing_project() -> None:	CODE
LOW	tests/test_pr_title_workflow.py	6	def _semantic_pr_action_inputs() -> dict:	CODE
LOW	tests/test_pr_title_workflow.py	15	def test_pr_title_workflow_allows_ci_scope() -> None:	CODE
LOW	tests/test_deps.py	34	async def project_with_special_chars(	CODE
LOW	tests/test_deps.py	52	async def test_get_project_config_with_spaces(	CODE
LOW	tests/test_deps.py	75	async def test_get_project_config_with_permalink(	CODE
LOW	tests/test_deps.py	92	async def test_get_project_config_with_special_chars(	CODE
LOW	tests/test_deps.py	114	async def test_get_project_config_not_found(project_repository: ProjectRepository, session_maker):	CODE
LOW	tests/test_deps.py	128	async def test_get_project_id_with_spaces(	CODE
LOW	tests/test_deps.py	144	async def test_get_project_id_with_permalink(	CODE
LOW	tests/test_deps.py	160	async def test_get_project_id_with_special_chars(	CODE
LOW	tests/test_deps.py	176	async def test_get_project_id_not_found(project_repository: ProjectRepository, session_maker):	CODE
LOW	tests/test_deps.py	190	async def test_get_project_id_fallback_to_name(	CODE
LOW	tests/test_deps.py	211	async def test_get_project_config_case_sensitivity(	CODE
LOW	tests/test_deps.py	247	async def test_validate_project_id_success(	CODE
4750 more matches not shown…

Self-Referential Comments187 hits · 574 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/conftest.py	316	# 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	496	# Create a search index row with project_id	COMMENT
MEDIUM	tests/repository/test_observation_repository.py	372	# 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	13	# 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	237	# 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_canvas.py	251	# Create a test file that we're referencing	COMMENT
MEDIUM	tests/mcp/test_tool_schema.py	272	# Create a person note but no schema note	COMMENT
MEDIUM	tests/mcp/test_tool_schema.py	326	# 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	307	# Create the note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	332	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	354	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	376	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	451	# Create a note	COMMENT
MEDIUM	tests/mcp/test_tool_edit_note.py	845	# Create a note first	COMMENT
MEDIUM	tests/mcp/test_tool_move_note.py	610	# Create a note to test different identifier formats	COMMENT
MEDIUM	tests/mcp/test_tool_write_note.py	268	# Create a note with custom permalink in frontmatter	COMMENT
MEDIUM	tests/mcp/test_tool_write_note.py	1163	# Create a note with all features to ensure security validation doesn't interfere	COMMENT
127 more matches not shown…

Docstring Block Structure108 hits · 540 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	76	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 Returns: Co	STRING
HIGH	…/basic_memory/repository/postgres_search_repository.py	189	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	1192	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	1543	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	53	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	106	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	47	List directory contents. Args: dir_name: Directory path to list (default: root) depth:	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	52	Create a new entity. Args: entity_data: Entity data including title, content, folder, etc.	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	85	Update an existing entity (full replacement). Args: entity_id: Entity external_id (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	115	Get an entity by ID. Args: entity_id: Entity external_id (UUID) Returns: Entit	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	147	Partially update an entity. Args: entity_id: Entity external_id (UUID) patch_data: Part	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	177	Delete an entity. Args: entity_id: Entity external_id (UUID) Returns: DeleteEn	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	205	Move an entity to a new location. Args: entity_id: Entity external_id (UUID) destinatio	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	237	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	270	Delete all entities in a directory. Args: directory: Directory path to delete (relative to project	STRING
HIGH	src/basic_memory/mcp/clients/knowledge.py	301	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	352	Resolve a string identifier to an entity external_id. Args: identifier: The identifier to resolve (	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	84	Delete a project by its external ID. Args: project_external_id: Project external ID (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	108	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	129	Set a project as the default. Args: project_external_id: Project external ID (UUID) Return	STRING
HIGH	src/basic_memory/mcp/clients/project.py	151	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	178	Trigger a project indexing operation. Args: project_external_id: Project external ID (UUID)	STRING
HIGH	src/basic_memory/mcp/clients/project.py	206	Get the current project-index observation for a project. Args: project_external_id: Project externa	STRING
HIGH	src/basic_memory/mcp/clients/project.py	226	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	363	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	206	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	302	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	407	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	516	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	603	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	649	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	718	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	112	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	398	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	181	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/canvas.py	44	Create an Obsidian canvas file with the provided nodes and edges. This tool creates a .canvas file compatible with	STRING
HIGH	src/basic_memory/mcp/tools/list_directory.py	45	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	225	Validate notes against their resolved schema. Validates a specific note (by identifier) or all notes of a given typ	STRING
HIGH	src/basic_memory/mcp/tools/schema.py	345	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	472	Detect drift between a schema definition and actual note usage. Compares the existing schema for a note type agains	STRING
HIGH	src/basic_memory/mcp/resources/project_info.py	22	Get comprehensive information about the current Basic Memory project. This tool provides detailed statistics and st	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	291	One-way sync: local → cloud. Makes cloud identical to local using rclone sync. Args: project: Project	STRING
48 more matches not shown…

Unused Imports611 hits · 534 pts

Severity	File	Line	Context
LOW	tests/test_rclone_commands.py	3	CODE
LOW	tests/test_update_versions.py	1	CODE
LOW	tests/test_telemetry.py	3	CODE
LOW	…sts/repository/test_sqlite_vector_search_repository.py	110	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	9	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_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/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
LOW	tests/indexing/test_batch_index_search_writer.py	3	CODE
LOW	tests/indexing/test_accepted_note_write_runner.py	3	CODE
LOW	tests/indexing/test_file_indexer.py	3	CODE
LOW	tests/indexing/test_project_index_runtime.py	3	CODE
LOW	tests/indexing/test_accepted_note_mutation_runner.py	3	CODE
LOW	tests/indexing/test_index_batch_runtime.py	3	CODE
LOW	tests/services/test_search_service_telemetry.py	3	CODE
LOW	tests/services/test_initialization.py	7	CODE
LOW	tests/services/test_entity_service_telemetry.py	3	CODE
LOW	tests/services/test_entity_service_prepare.py	3	CODE
551 more matches not shown…

Decorative Section Separators141 hits · 499 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/conftest.py	55	# =============================================================================	COMMENT
MEDIUM	tests/conftest.py	57	# =============================================================================	COMMENT
MEDIUM⚡	tests/repository/test_relation_repository.py	406	# -------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/repository/test_relation_repository.py	408	# -------------------------------------------------------------------------	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_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_json_output.py	126	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	128	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	190	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	195	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	304	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/cli/test_json_output.py	306	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	363	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	365	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	387	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	389	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	411	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/cli/test_json_output.py	413	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	916	# ============================================================================	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	918	# ============================================================================	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	1073	# ============================================================================	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	1075	# ============================================================================	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	1114	# ============================================================================	COMMENT
MEDIUM⚡	tests/services/test_link_resolver.py	1116	# ============================================================================	COMMENT
MEDIUM	tests/services/test_link_resolver.py	604	# ============================================================================	COMMENT
MEDIUM	tests/services/test_link_resolver.py	606	# ============================================================================	COMMENT
MEDIUM	integrations/openclaw/scripts/setup-bm.sh	9	# ── check for uv ──────────────────────────────────────────────────	COMMENT
MEDIUM	integrations/openclaw/scripts/setup-bm.sh	18	# ── install basic-memory ────────────────────────────────	COMMENT
MEDIUM	integrations/openclaw/scripts/setup-bm.sh	29	# ── verify ────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	integrations/hermes/__init__.py	46	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integrations/hermes/__init__.py	48	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integrations/hermes/__init__.py	61	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integrations/hermes/__init__.py	63	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	integrations/hermes/__init__.py	663	# ---------------------------------------------------------------------------	COMMENT
81 more matches not shown…

Excessive Try-Catch Wrapping321 hits · 307 pts

Severity	File	Line	Snippet	Context
LOW	plugins/claude-code/hooks/pre-compact.sh	59	except Exception:	CODE
LOW	plugins/claude-code/hooks/pre-compact.sh	76	except Exception:	CODE
LOW	plugins/claude-code/hooks/pre-compact.sh	120	except Exception:	CODE
LOW	plugins/claude-code/hooks/pre-compact.sh	139	except Exception:	CODE
LOW	plugins/claude-code/hooks/pre-compact.sh	230	except Exception:	CODE
LOW	plugins/claude-code/hooks/session-start.sh	73	except Exception:	CODE
LOW	plugins/claude-code/hooks/session-start.sh	92	except Exception:	CODE
LOW	plugins/claude-code/hooks/session-start.sh	150	except Exception:	CODE
LOW	plugins/codex/hooks/session-start.py	40	except Exception:	CODE
LOW	plugins/codex/hooks/session-start.py	51	except Exception:	CODE
LOW	plugins/codex/hooks/session-start.py	78	except Exception:	CODE
MEDIUM	plugins/codex/hooks/session-start.py	37	def parse_payload() -> dict:	CODE
LOW	plugins/codex/hooks/pre-compact.py	39	except Exception:	CODE
LOW	plugins/codex/hooks/pre-compact.py	48	except Exception:	CODE
LOW	plugins/codex/hooks/pre-compact.py	81	except Exception:	CODE
LOW	plugins/codex/hooks/pre-compact.py	92	except Exception:	CODE
LOW	plugins/codex/hooks/pre-compact.py	106	except Exception:	CODE
LOW	plugins/codex/hooks/pre-compact.py	226	except Exception:	CODE
MEDIUM	plugins/codex/hooks/pre-compact.py	36	def parse_payload() -> dict:	CODE
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⚡	tests/repository/test_postgres_search_repository.py	98	except Exception:	CODE
LOW	tests/importers/test_importer_base.py	27	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	411	except Exception:	CODE
LOW	tests/mcp/test_tool_move_note.py	493	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	894	except Exception:	CODE
LOW⚡	tests/services/test_project_service.py	898	except Exception:	CODE
LOW	tests/services/test_project_service.py	138	except Exception as e:	CODE
LOW	tests/services/test_project_service.py	143	except Exception:	CODE
LOW	tests/services/test_project_service.py	703	except Exception:	CODE
LOW	tests/services/test_project_service.py	707	except Exception:	CODE
LOW	tests/services/test_project_service.py	1513	except Exception:	CODE
LOW	tests/services/test_project_service.py	1696	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	360	except Exception:	CODE
LOW	.agents/skills/instrumentation/SKILL.md	98	except Exception:	CODE
MEDIUM	integrations/hermes/__init__.py	1063	def _bg() -> None:	CODE
MEDIUM	integrations/hermes/__init__.py	1129	def _bg() -> None:	CODE
LOW⚡	integrations/hermes/__init__.py	57	except Exception as _e: # pragma: no cover	CODE
LOW⚡	integrations/hermes/__init__.py	653	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	659	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1081	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1091	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1097	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1745	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1754	except Exception as e:	CODE
LOW⚡	integrations/hermes/__init__.py	1763	except Exception:	CODE
LOW⚡	integrations/hermes/__init__.py	1815	except Exception:	CODE
LOW	integrations/hermes/__init__.py	339	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	391	except Exception:	CODE
LOW	integrations/hermes/__init__.py	405	except Exception as e:	CODE
LOW	integrations/hermes/__init__.py	470	except Exception:	CODE
LOW	integrations/hermes/__init__.py	504	except Exception:	CODE
261 more matches not shown…

Cross-File Repetition47 hits · 235 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_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/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 table if not exists search_vector_chunks ( id bigserial primary key, entity_id integer not null, project_id integ	STRING
HIGH	src/basic_memory/models/search.py	create table if not exists search_vector_chunks ( id bigserial primary key, entity_id integer not null, project_id integ	STRING
HIGH	…ions/h1b2c3d4e5f6_add_postgres_vector_search_tables.py	create table if not exists search_vector_chunks ( id bigserial primary key, entity_id integer not null, project_id integ	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/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 Overuse95 hits · 148 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/mcp/test_tool_write_note.py	635	# Step 2: Create second note with different title	COMMENT
LOW⚡	tests/mcp/test_tool_write_note.py	643	# Step 3: Try to create/replace first note again	COMMENT
LOW	tests/mcp/test_tool_write_note.py	300	# Step 1: Create initial note (auto-generated permalink)	COMMENT
LOW	tests/mcp/test_tool_write_note.py	321	# Step 2: Update with content that includes custom permalink in frontmatter	COMMENT
LOW	tests/mcp/test_tool_write_note.py	624	# 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	2305	# Step 1: Create first entity "Node A"	STRING
LOW	tests/services/test_entity_service.py	2329	# Step 2: Create Node B to match live test scenario	STRING
LOW	tests/services/test_entity_service.py	2341	# 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 1: Pre-flight Validation	COMMENT
LOW	.claude/commands/release/beta.md	23	### Step 2: Use Justfile Automation	COMMENT
LOW	.claude/commands/release/beta.md	39	### Step 3: Monitor Beta Release	COMMENT
LOW	.claude/commands/release/beta.md	45	### 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	235	### Step 1: Create BM worktrees for target refs	COMMENT
LOW	benchmarks/docs/benchmarks.md	250	### Step 2: Prepare benchmark datasets once	COMMENT
LOW	benchmarks/docs/benchmarks.md	259	### Step 3: Run BM for each revision with deterministic run IDs	COMMENT
LOW	benchmarks/docs/benchmarks.md	302	### Step 4: Run mem0 anchor once per dataset (optional but recommended)	COMMENT
LOW	benchmarks/docs/benchmarks.md	330	### Step 5: Compare runs	COMMENT
LOW	benchmarks/docs/benchmarks.md	348	### 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
LOW	skills/memory-ingest/SKILL.md	195	## Step 7: Create Approved Entities	STRING
35 more matches not shown…

Cross-Language Confusion22 hits · 122 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/test_config.py	1282	"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	623	# Call edit_note with explicit None for all optional fields (simulates MCP null)	COMMENT
HIGH	tests/mcp/test_async_client_modes.py	478	'{"access_token":"oauth-token-456","refresh_token":null,"expires_at":9999999999,"token_type":"Bearer"}',	CODE
HIGH	tests/mcp/test_async_client_modes.py	542	'{"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	29	'{"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	62	'{"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	108	'{"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	316	'{"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	534	# Skip None entries (e.g. a YAML `tags: [alpha, null]`) so they are not revived as	COMMENT
HIGH	src/basic_memory/markdown/plugins.py	21	# if it's a markdown_task, return false	COMMENT
HIGH	src/basic_memory/api/v2/routers/knowledge_router.py	154	Only includes resolved relations (where to_id is not null).	STRING
HIGH	src/basic_memory/api/v2/routers/knowledge_router.py	176	# Fetch all resolved relations (to_id is not null) with eager-loaded entities	COMMENT
HIGH	…basic_memory/indexing/accepted_note_mutation_runner.py	88	(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 Nesting116 hits · 100 pts

Severity	File	Line	Context
LOW	plugins/codex/hooks/pre-compact.py	55	CODE
LOW	plugins/codex/hooks/pre-compact.py	69	CODE
LOW	tests/cli/test_ignore_utils.py	97	CODE
LOW	tests/services/test_project_service.py	101	CODE
LOW	tests/services/test_project_service.py	260	CODE
LOW	tests/services/test_project_service.py	370	CODE
LOW	tests/services/test_project_service.py	650	CODE
LOW	tests/services/test_project_service.py	843	CODE
LOW	tests/services/test_project_service.py	1633	CODE
LOW	tests/services/test_project_removal_bug.py	34	CODE
LOW	integrations/hermes/__init__.py	418	CODE
LOW	integrations/hermes/__init__.py	478	CODE
LOW	integrations/hermes/__init__.py	703	CODE
LOW	integrations/hermes/__init__.py	1441	CODE
LOW	integrations/hermes/__init__.py	1731	CODE
LOW	integrations/hermes/__init__.py	1514	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	89	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	50	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	622	CODE
LOW	src/basic_memory/config.py	960	CODE
LOW	src/basic_memory/utils.py	75	CODE
LOW	src/basic_memory/utils.py	511	CODE
LOW	src/basic_memory/utils.py	603	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/metadata_filters.py	62	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	158	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	241	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	751	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	716	CODE
LOW	…/basic_memory/repository/embedding_provider_factory.py	118	CODE
LOW	src/basic_memory/repository/search_repository_base.py	871	CODE
LOW	…asic_memory/importers/claude_conversations_importer.py	139	CODE
LOW	src/basic_memory/importers/claude_projects_importer.py	30	CODE
LOW	src/basic_memory/importers/project_zip_import.py	51	CODE
LOW	src/basic_memory/importers/memory_json_importer.py	30	CODE
LOW	src/basic_memory/markdown/plugins.py	152	CODE
LOW	src/basic_memory/markdown/plugins.py	235	CODE
LOW	src/basic_memory/markdown/plugins.py	247	CODE
LOW	src/basic_memory/markdown/entity_parser.py	129	CODE
LOW	src/basic_memory/runtime/process.py	17	CODE
LOW	src/basic_memory/mcp/project_context.py	121	CODE
LOW	src/basic_memory/mcp/project_context.py	262	CODE
LOW	src/basic_memory/mcp/project_context.py	1075	CODE
LOW	src/basic_memory/mcp/project_context.py	1125	CODE
LOW	src/basic_memory/mcp/project_context.py	1275	CODE
LOW	src/basic_memory/mcp/project_context.py	1538	CODE
LOW	src/basic_memory/mcp/tools/edit_note.py	328	CODE
LOW	src/basic_memory/mcp/tools/delete_note.py	195	CODE
LOW	src/basic_memory/mcp/tools/utils.py	77	CODE
LOW	src/basic_memory/mcp/tools/write_note.py	69	CODE
LOW	src/basic_memory/mcp/tools/search.py	627	CODE
LOW	src/basic_memory/mcp/tools/read_note.py	89	CODE
56 more matches not shown…

Redundant / Tautological Comments69 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	266	# Set BASIC_MEMORY_HOME to the test directory	COMMENT
LOW	tests/conftest.py	781	# 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	1398	# Set config to allow overwrites by default	COMMENT
LOW	tests/mcp/test_tool_write_note.py	491	# 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	67	# 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	53	# Write file and get checksum	COMMENT
LOW⚡	tests/services/test_file_service.py	206	# Write file	COMMENT
LOW	test-int/conftest.py	373	# 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	466	# Check if bullets have any context (they shouldn't in current impl)	COMMENT
LOW	src/basic_memory/db.py	117	# Check if Postgres backend is configured (for backward compatibility)	COMMENT
LOW	src/basic_memory/config.py	647	# Check if already in new format — peek at first value	COMMENT
LOW	src/basic_memory/config.py	1012	# Check if projects dict uses old string-value format	COMMENT
LOW	src/basic_memory/config.py	1019	# Check if any project has local_sync_path set but path is a cloud slug	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	119	# Check if we have CJK characters that should be preserved	COMMENT
LOW	src/basic_memory/utils.py	546	# 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	256	# Check if term is already a proper wildcard pattern (alphanumeric + *)	COMMENT
LOW	src/basic_memory/repository/sqlite_search_repository.py	304	# Check if term needs quoting	COMMENT
LOW	src/basic_memory/repository/sqlite_search_repository.py	311	# Check if any individual word contains special characters that need quoting	COMMENT
LOW	src/basic_memory/repository/entity_repository.py	433	# Check if this is a FOREIGN KEY constraint failure	COMMENT
LOW	src/basic_memory/repository/entity_repository.py	618	# Check if this is a FOREIGN KEY constraint failure	COMMENT
LOW	…/basic_memory/repository/postgres_search_repository.py	233	# Check if term is already a wildcard pattern	COMMENT
LOW	src/basic_memory/repository/search_repository_base.py	785	# Check if this paragraph contains bullet items	COMMENT
LOW⚡	src/basic_memory/repository/repository.py	41	# Check if this model has a project_id column	COMMENT
LOW	…asic_memory/importers/claude_conversations_importer.py	77	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/memory_json_importer.py	112	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/chatgpt_importer.py	67	# Write file using relative path - FileService handles base_path	COMMENT
LOW	src/basic_memory/importers/chatgpt_importer.py	245	# Add children to stack in reverse order to maintain conversation flow	COMMENT
LOW	src/basic_memory/markdown/entity_parser.py	190	# 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	1148	# Check if we got no results and provide helpful guidance	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	281	# Check if note exists in Basic Memory	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	904	# Check if extensions match	STRING
LOW	src/basic_memory/cli/commands/db.py	355	# 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	45	# Check if path exists	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload.py	113	# Read file content asynchronously	COMMENT
LOW	src/basic_memory/cli/commands/cloud/upload.py	233	# 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	665	# Check if first run requires resync	COMMENT
LOW	src/basic_memory/api/v2/routers/project_router.py	162	# Check if project already exists before attempting to add	COMMENT
LOW	src/basic_memory/api/v2/routers/project_router.py	524	# Check if trying to delete the default project	COMMENT
9 more matches not shown…

Verbosity Indicators55 hits · 90 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/mcp/test_tool_write_note.py	635	# Step 2: Create second note with different title	COMMENT
LOW⚡	tests/mcp/test_tool_write_note.py	643	# Step 3: Try to create/replace first note again	COMMENT
LOW	tests/mcp/test_tool_write_note.py	300	# Step 1: Create initial note (auto-generated permalink)	COMMENT
LOW	tests/mcp/test_tool_write_note.py	321	# Step 2: Update with content that includes custom permalink in frontmatter	COMMENT
LOW	tests/mcp/test_tool_write_note.py	624	# 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	2305	# Step 1: Create first entity "Node A"	STRING
LOW	tests/services/test_entity_service.py	2329	# Step 2: Create Node B to match live test scenario	STRING
LOW	tests/services/test_entity_service.py	2341	# 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	1586	# Step 1: Resolve project name from config (no network call)	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1617	# Step 2: Check explicit routing BEFORE workspace resolution	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1635	# Step 3: Determine if cloud routing is needed	COMMENT
LOW	src/basic_memory/mcp/project_context.py	1746	# 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

Modern Structural Boilerplate53 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_alembic_env.py	23	def set_main_option(self, name: str, value: str) -> None:	CODE
LOW	tests/mcp/test_client_info.py	25	async def set_state(self, key: str, value: object) -> None:	CODE
LOW	tests/mcp/conftest.py	32	async def set_state(self, key: str, value: object, **kwargs) -> None:	CODE
LOW	tests/mcp/test_tool_telemetry.py	21	def set_attributes(self, attrs: dict) -> None:	CODE
LOW	tests/mcp/test_tool_telemetry.py	24	def set_attribute(self, key: str, value) -> None:	CODE
LOW⚡	tests/mcp/test_client_telemetry.py	26	def set_attribute(self, key: str, value) -> None:	CODE
LOW⚡	tests/mcp/test_client_telemetry.py	29	def set_attributes(self, new_attrs: dict) -> 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	107	def _update_core(version: str, *, dry_run: bool) -> None:	CODE
LOW	scripts/update_versions.py	121	def _update_packages(version: str, *, dry_run: bool) -> None:	CODE
LOW	scripts/update_versions.py	161	def update_versions(raw_version: str, *, scope: str = "all", dry_run: bool) -> None:	CODE
LOW	src/basic_memory/config.py	777	def set_project_mode(self, project_name: str, mode: ProjectMode) -> None:	CODE
LOW	src/basic_memory/config.py	1142	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/project_resolver.py	117	__all__ = [	CODE
LOW	src/basic_memory/repository/__init__.py	11	__all__ = [	CODE
LOW	src/basic_memory/repository/search_repository.py	161	__all__ = [	CODE
LOW⚡	src/basic_memory/repository/repository.py	44	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	16	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/mcp/container.py	104	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	115	def set_workspace_provider(provider: Callable[[], Awaitable[list[WorkspaceInfo]]]) -> None:	CODE
LOW	src/basic_memory/mcp/clients/__init__.py	22	__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	39	__all__ = [	CODE
LOW	src/basic_memory/mcp/resources/__init__.py	17	__all__ = [	CODE
LOW	src/basic_memory/mcp/prompts/__init__.py	14	__all__ = [	CODE
LOW	src/basic_memory/models/__init__.py	8	__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	16	__all__ = [	CODE
LOW	src/basic_memory/schemas/__init__.py	59	__all__ = [	CODE
LOW	src/basic_memory/schemas/v2/__init__.py	30	__all__ = [	CODE
LOW	src/basic_memory/schema/__init__.py	34	__all__ = [	CODE
LOW	src/basic_memory/cloud/__init__.py	32	__all__ = [	CODE
LOW	src/basic_memory/api/__init__.py	5	__all__ = ["app"]	CODE
LOW	src/basic_memory/api/container.py	132	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	13	__all__ = [	CODE
LOW	src/basic_memory/api/v2/routers/importer_router.py	26	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/deps/__init__.py	181	__all__ = [	CODE
LOW	src/basic_memory/services/project_service.py	374	async def set_default_project(self, name: str) -> None:	CODE
LOW	src/basic_memory/services/directory_service.py	17	logger = logging.getLogger(__name__)	CODE
LOW	src/basic_memory/services/__init__.py	8	__all__ = ["BaseService", "FileService", "EntityService", "ProjectService"]	CODE

AI Structural Patterns38 hits · 34 pts

Severity	File	Line	Context
LOW	tests/repository/test_hybrid_fusion.py	65	CODE
LOW	tests/repository/test_vector_pagination.py	50	CODE
LOW	tests/repository/test_vector_threshold.py	54	CODE
LOW	tests/repository/test_semantic_search_base.py	77	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	209	CODE
LOW	benchmarks/src/basic_memory_benchmarks/cli.py	372	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	751	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	965	CODE
LOW	src/basic_memory/repository/sqlite_search_repository.py	1118	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	211	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	716	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	913	CODE
LOW	…/basic_memory/repository/postgres_search_repository.py	1077	CODE
LOW	src/basic_memory/repository/search_repository.py	36	CODE
LOW	src/basic_memory/repository/search_repository.py	57	CODE
LOW	src/basic_memory/repository/search_repository_base.py	261	CODE
LOW	src/basic_memory/repository/search_repository_base.py	302	CODE
LOW	src/basic_memory/repository/litellm_provider.py	88	CODE
LOW	src/basic_memory/repository/repository.py	396	CODE
LOW	src/basic_memory/mcp/tools/edit_note.py	328	CODE
LOW	src/basic_memory/mcp/tools/ui_sdk.py	32	CODE
LOW	src/basic_memory/mcp/tools/utils.py	191	CODE
LOW	src/basic_memory/mcp/tools/utils.py	283	CODE
LOW	src/basic_memory/mcp/tools/utils.py	388	CODE
LOW	src/basic_memory/mcp/tools/utils.py	497	CODE
LOW	src/basic_memory/mcp/tools/utils.py	634	CODE
LOW	src/basic_memory/mcp/tools/write_note.py	69	CODE
LOW	src/basic_memory/mcp/tools/search.py	627	CODE
LOW	src/basic_memory/mcp/tools/recent_activity.py	48	CODE
LOW	src/basic_memory/mcp/tools/build_context.py	149	CODE
LOW	src/basic_memory/cli/commands/ci.py	49	CODE
LOW	src/basic_memory/cli/commands/tool.py	60	CODE
LOW	src/basic_memory/cli/commands/tool.py	388	CODE
LOW	src/basic_memory/cli/commands/tool.py	452	CODE
LOW	src/basic_memory/cli/commands/tool.py	517	CODE
LOW	src/basic_memory/cli/commands/project.py	717	CODE
LOW	src/basic_memory/cli/commands/cloud/rclone_commands.py	582	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	914	cloud_workspace_name="Acme Corp",	CODE
LOW	tests/mcp/test_tool_project_management.py	925	assert merged[0]["workspace_name"] == "Acme Corp"	CODE
LOW⚡	tests/schema/test_diff.py	143	notes[0] = _note("n0", observations=[Obs("name", "P0"), Obs("fax", "555-1234")])	CODE
LOW⚡	tests/schema/test_validator.py	137	result = validate_note("test-note", schema, [], [Rel("works_at", "Acme Corp")])	CODE
LOW⚡	tests/schema/test_validator.py	141	assert result.field_results[0].values == ["Acme Corp"]	CODE
LOW⚡	tests/schema/test_validator.py	235	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

Over-Commented Block32 hits · 31 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/pre-compact.sh	1	#!/usr/bin/env bash	COMMENT
LOW	plugins/claude-code/hooks/session-start.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/markdown/test_entity_parser.py	261	#	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	1701	# PluginManager reach-in — workaround for Hermes's memory-provider collector	COMMENT
LOW	integrations/hermes/.github/workflows/release.yml	1	name: release	COMMENT
LOW	.github/workflows/claude.yml	61	additional_permissions: \|	COMMENT
LOW	src/basic_memory/db.py	21	)	COMMENT
LOW	src/basic_memory/db.py	581	# Trigger: run_migrations() created a temporary engine while module-level	COMMENT
LOW	src/basic_memory/config.py	841		COMMENT
LOW	src/basic_memory/repository/sqlite_search_repository.py	821		COMMENT
LOW	src/basic_memory/repository/project_repository.py	221		COMMENT
LOW	src/basic_memory/repository/note_content_repository.py	221	)	COMMENT
LOW	src/basic_memory/repository/fastembed_provider.py	241	# filesystem check positively confirms a corrupt cache subdir (the	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	901	# Validate pagination arguments before they reach the API/repository layer.	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	921	note_types = parse_str_list(note_types) if note_types is not None else []	COMMENT
LOW	src/basic_memory/mcp/tools/search.py	1101	return (	COMMENT
LOW	src/basic_memory/mcp/tools/read_note.py	301	]	COMMENT
LOW	src/basic_memory/mcp/tools/move_note.py	661		COMMENT
LOW	src/basic_memory/mcp/resources/__init__.py	1	"""MCP resources for Basic Memory."""	COMMENT
LOW	src/basic_memory/mcp/resources/__init__.py	21	# "note_preview_ui_tool_ui",	COMMENT
LOW	src/basic_memory/api/v2/routers/knowledge_router.py	421	detail=f"File path '{data.file_path}' is not normalized - "	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

AI Slop Vocabulary13 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	tests/repository/test_project_repository.py	135	# So just create a non-default project	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/semantic/litellm_live_harness.py	345	# live calls when someone discovers the harness through `just --list`.	COMMENT
LOW	src/basic_memory/file_utils.py	491	# 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	718	"""Search across all content in the knowledge base with comprehensive syntax support.	STRING
MEDIUM	src/basic_memory/mcp/tools/move_note.py	949	# misleading the agent (#881 Gap 2). This is the robust backstop behind	STRING
MEDIUM	src/basic_memory/mcp/resources/project_info.py	22	"""Get comprehensive information about the current Basic Memory project.	STRING
MEDIUM	src/basic_memory/services/project_service.py	568	# Update in database using robust lookup	COMMENT
MEDIUM	src/basic_memory/services/project_service.py	603	# Get project from database using robust lookup	COMMENT
MEDIUM	src/basic_memory/services/project_service.py	645	"""Get comprehensive information about the specified Basic Memory project.	STRING

Modern AI Meta-Vocabulary6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	179	"*/services/initialization.py", # Startup orchestration + background tasks (watchers); exercised indirectly in entry	CODE
MEDIUM	plugins/claude-code/hooks/pre-compact.sh	6	# the context window (and the texture of the session is about to be lost), we	COMMENT
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	848	# Shared semantic search: sync_entity_vectors orchestration	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	3143	CODE
MEDIUM	tests/mcp/test_tool_edit_note.py	917	CODE
MEDIUM	tests/mcp/test_tool_edit_note.py	1118	CODE
MEDIUM	tests/mcp/tools/test_search_notes_multi_project.py	179	CODE
MEDIUM	tests/indexing/test_forward_reference_resolution.py	361	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	test-int/mcp/test_edit_note_integration.py	645	assert "def test_function():" in content	CODE
LOW	test-int/mcp/test_edit_note_integration.py	603	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

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Severity Breakdown

Directory Score Breakdown

Pattern Findings