HKUDS/DeepCode

Pattern Findings

1393 matches across 18 categories. Click a row to expand file-level details.

Excessive Try-Catch Wrapping417 hits · 409 pts

Severity	File	Line	Snippet
LOW	deepcode.py	101	except Exception:
LOW	deepcode.py	191	except Exception as e:
LOW	deepcode.py	352	except Exception:
LOW	deepcode.py	355	except Exception:
LOW	deepcode.py	361	except Exception:
LOW	deepcode.py	365	except Exception:
LOW	deepcode.py	386	except Exception as e:
LOW	deepcode.py	447	except Exception as e:
LOW	deepcode.py	623	except Exception as e:
LOW	deepcode.py	788	except Exception as e:
LOW	ui/handlers.py	221	except Exception:
LOW	ui/handlers.py	230	except Exception as e:
LOW	ui/handlers.py	237	except Exception:
LOW	ui/handlers.py	287	except Exception:
LOW	ui/handlers.py	293	except Exception as backup_error:
LOW	ui/handlers.py	301	except Exception:
LOW	ui/handlers.py	365	except Exception as e:
LOW	ui/handlers.py	373	except Exception:
LOW	ui/handlers.py	380	except Exception:
LOW	ui/handlers.py	388	except Exception as backup_error:
LOW	ui/handlers.py	395	except Exception:
LOW	ui/handlers.py	783	except Exception as e:
LOW	ui/handlers.py	1231	except Exception:
LOW	ui/handlers.py	1237	except Exception as e:
LOW	ui/handlers.py	1244	except Exception:
LOW	ui/handlers.py	59	except Exception:
LOW	ui/handlers.py	69	except Exception:
LOW	ui/handlers.py	104	except Exception:
LOW	ui/handlers.py	175	except Exception as e:
LOW	ui/handlers.py	252	except Exception:
LOW	ui/handlers.py	272	except Exception as e:
LOW	ui/handlers.py	337	except Exception as e:
LOW	ui/handlers.py	344	except Exception:
LOW	ui/handlers.py	539	except Exception as e:
LOW	ui/handlers.py	552	except Exception as backup_error:
LOW	ui/handlers.py	679	except Exception as e:
LOW	ui/handlers.py	725	except Exception as e:
LOW	ui/handlers.py	819	except Exception as e:
LOW	ui/handlers.py	848	except Exception as e:
LOW	ui/handlers.py	881	except Exception as e:
LOW	ui/handlers.py	929	except Exception as e:
LOW	ui/handlers.py	976	except Exception as e:
LOW	ui/handlers.py	1174	except Exception:
LOW	ui/handlers.py	1179	except Exception:
LOW	ui/handlers.py	1206	except Exception:
LOW	ui/handlers.py	1217	except Exception:
LOW	ui/handlers.py	1220	except Exception:
LOW	ui/sidebar_feed.py	52	except Exception:
LOW	ui/sidebar_feed.py	74	except Exception:
LOW	ui/components.py	293	except Exception as exc:
LOW	ui/components.py	417	except Exception:
LOW	ui/components.py	578	except Exception as exc:
LOW	new_ui/backend/main.py	81	except Exception as exc:
LOW	new_ui/backend/main.py	91	except Exception as exc:
LOW	new_ui/backend/main.py	111	except Exception:
LOW	new_ui/backend/api/websockets/workflow_ws.py	40	except Exception:
LOW	new_ui/backend/api/routes/files.py	96	except Exception as e:
LOW	new_ui/backend/api/routes/files.py	141	except Exception as e:
LOW	new_ui/backend/api/routes/config.py	119	except Exception as e:
LOW	new_ui/backend/api/routes/config.py	190	except Exception as e:
357 more matches not shown…

Decorative Section Separators112 hits · 348 pts

Severity	File	Line	Snippet
MEDIUM	run.sh	66	# ============================================
MEDIUM	new_ui/backend/settings.py	24	# ---------------------------------------------------------------------------
MEDIUM	new_ui/backend/settings.py	26	# ---------------------------------------------------------------------------
MEDIUM	new_ui/backend/settings.py	63	# ---------------------------------------------------------------------------
MEDIUM	new_ui/backend/settings.py	65	# ---------------------------------------------------------------------------
MEDIUM	new_ui/backend/main.py	13	# ============================================================
MEDIUM	new_ui/backend/main.py	15	# ============================================================
MEDIUM	new_ui/backend/main.py	24	# ============================================================
MEDIUM	new_ui/backend/main.py	148	# ============================================================
MEDIUM	new_ui/backend/main.py	151	# ============================================================
MEDIUM	new_ui/backend/services/workflow_service.py	743	# ------------------------------------------------------------------
MEDIUM	new_ui/backend/services/workflow_service.py	745	# ------------------------------------------------------------------
MEDIUM	core/config.py	52	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	54	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	67	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	69	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	120	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	122	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	154	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	156	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	178	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	180	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	258	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	260	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	443	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	445	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	519	# ---------------------------------------------------------------------------
MEDIUM	core/config.py	521	# ---------------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	393	# ------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	395	# ------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	632	# ------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	634	# ------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	1078	# ------------------------------------------------------------------
MEDIUM	core/providers/openai_compat.py	1080	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	129	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	131	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	299	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	301	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	345	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	347	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	388	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	390	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	454	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	456	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	522	# ------------------------------------------------------------------
MEDIUM	core/providers/anthropic.py	524	# ------------------------------------------------------------------
MEDIUM	core/observability/bus.py	38	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	40	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	52	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	54	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	159	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	161	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	189	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	191	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	258	# ---------------------------------------------------------------------------
MEDIUM	core/observability/bus.py	260	# ---------------------------------------------------------------------------
MEDIUM	core/sessions/store.py	48	# ------------------------------------------------------------------
MEDIUM	core/sessions/store.py	50	# ------------------------------------------------------------------
MEDIUM	core/sessions/store.py	64	# ------------------------------------------------------------------
MEDIUM	core/sessions/store.py	66	# ------------------------------------------------------------------
52 more matches not shown…

Hyper-Verbose Identifiers287 hits · 244 pts

Severity	File	Line	Snippet
LOW	deepcode.py	452	def _check_docker_prerequisites():
LOW	ui/handlers.py	404	def handle_processing_workflow(
LOW	ui/handlers.py	791	def handle_guided_mode_processing():
LOW	ui/handlers.py	81	def _safe_register_signal_handlers():
LOW	ui/handlers.py	624	def update_session_state_with_result(result: Dict[str, Any], input_type: str):
LOW	ui/handlers.py	688	async def handle_requirement_analysis_workflow(
LOW	ui/handlers.py	733	async def handle_requirement_modification_workflow(
LOW	ui/handlers.py	885	def _background_workflow_runner(
LOW	ui/handlers.py	899	def background_progress_callback(progress: int, message: str):
LOW	ui/handlers.py	938	def handle_start_processing_button(input_source: str, input_type: str):
LOW	ui/handlers.py	999	def check_background_workflow_status():
LOW	ui/components.py	51	def clear_guided_answer_inputs():
LOW	ui/components.py	189	def enhanced_progress_display_component(
LOW	ui/components.py	346	def results_display_component(result: Any, task_counter: int):
LOW	ui/components.py	421	def error_troubleshooting_component():
LOW	ui/components.py	656	def reset_guided_workflow_state(preserve_initial: bool = False):
LOW	ui/components.py	684	def requirement_mode_selector() -> str:
LOW	ui/components.py	710	def guided_requirement_workflow() -> Tuple[Optional[str], bool]:
LOW	new_ui/backend/settings.py	130	def get_document_segmentation() -> Dict[str, Any]:
LOW	new_ui/backend/services/workflow_service.py	171	async def _create_progress_callback(
LOW	new_ui/backend/services/workflow_service.py	203	def _create_plan_review_callback(
LOW	tools/code_implementation_server.py	981	def _extract_file_section_from_summary(
LOW	tools/code_implementation_server.py	1101	def _extract_file_section_alternative(
LOW	tools/command_executor.py	380	def generate_execution_summary(
LOW	tools/command_executor.py	408	def format_single_command_result(
LOW	tools/pdf_downloader.py	619	def process_markdown_with_images(
LOW	tools/pdf_downloader.py	1286	# async def convert_document_to_markdown(
LOW	tools/pdf_downloader.py	81	async def perform_document_conversion(
LOW	tools/pdf_downloader.py	163	def format_file_operation_result(
LOW	tools/document_segmentation_server.py	1110	def _identify_research_paper_sections(self, content: str) -> List[Dict]:
LOW	tools/document_segmentation_server.py	1115	def _enhance_section_with_context(self, section: Dict, content: str) -> Dict:
LOW	tools/document_segmentation_server.py	1119	def _identify_concept_implementation_pairs(self, content: str) -> List[Dict]:
LOW	tools/document_segmentation_server.py	1123	def _merge_concept_with_implementation(self, pair: Dict, content: str) -> Dict:
LOW	tools/document_segmentation_server.py	1127	def _detect_semantic_boundaries(self, content: str) -> List[Dict]:
LOW	tools/document_segmentation_server.py	204	def _calculate_weighted_score(
LOW	tools/document_segmentation_server.py	226	def detect_segmentation_strategy(self, content: str, doc_type: str) -> str:
LOW	tools/document_segmentation_server.py	249	def _calculate_algorithm_density(self, content: str) -> float:
LOW	tools/document_segmentation_server.py	273	def _calculate_concept_complexity(self, content: str) -> float:
LOW	tools/document_segmentation_server.py	286	def _calculate_implementation_detail_level(self, content: str) -> float:
LOW	tools/document_segmentation_server.py	397	def _segment_preserve_algorithm_integrity(
LOW	tools/document_segmentation_server.py	431	def _segment_research_paper_semantically(
LOW	tools/document_segmentation_server.py	456	def _segment_concept_implementation_hybrid(
LOW	tools/document_segmentation_server.py	481	def _segment_by_enhanced_semantic_chunks(
LOW	tools/document_segmentation_server.py	585	def _detect_academic_sections(self, content: str) -> List[Dict]:
LOW	tools/document_segmentation_server.py	644	def _segment_by_semantic_chunks(self, content: str) -> List[DocumentSegment]:
LOW	tools/document_segmentation_server.py	743	def _identify_algorithm_blocks(self, content: str) -> List[Dict]:
LOW	tools/document_segmentation_server.py	883	def _merge_related_content_blocks(
LOW	tools/document_segmentation_server.py	1008	def _extract_enhanced_keywords(self, content: str, content_type: str) -> List[str]:
LOW	tools/document_segmentation_server.py	1063	def _calculate_enhanced_relevance_scores(
LOW	tools/document_segmentation_server.py	1173	def _calculate_paragraph_importance(
LOW	tools/document_segmentation_server.py	1198	def _calculate_optimal_chunk_size(self, content: str) -> int:
LOW	tools/document_segmentation_server.py	1209	def _create_content_aware_chunks(self, content: str, chunk_size: int) -> List[Dict]:
LOW	tools/document_segmentation_server.py	1354	def _calculate_relevance_scores(
LOW	tools/document_segmentation_server.py	1431	def ensure_segments_dir_exists(segments_dir: str):
LOW	tools/document_segmentation_server.py	1467	async def analyze_and_segment_document(
LOW	tools/document_segmentation_server.py	1813	def _calculate_adaptive_char_limit(
LOW	tools/document_segmentation_server.py	1838	def _calculate_enhanced_keyword_score(
LOW	tools/document_segmentation_server.py	1869	def _calculate_completeness_bonus(
LOW	tools/document_segmentation_server.py	1892	def _select_segments_with_integrity(
LOW	tools/code_reference_indexer.py	69	def load_index_files_from_directory(indexes_directory: str) -> Dict[str, Dict]:
227 more matches not shown…

Unused Imports195 hits · 194 pts

Severity	File	Line
LOW	__init__.py	14
LOW	ui/__init__.py	19
LOW	ui/__init__.py	20
LOW	ui/__init__.py	20
LOW	ui/__init__.py	20
LOW	ui/__init__.py	21
LOW	ui/__init__.py	22
LOW	ui/__init__.py	26
LOW	ui/__init__.py	33
LOW	ui/sidebar_feed.py	5
LOW	ui/components.py	8
LOW	new_ui/backend/settings.py	9
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	3
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/models/__init__.py	13
LOW	new_ui/backend/api/websockets/logs_ws.py	15
LOW	new_ui/backend/api/routes/sessions.py	11
LOW	new_ui/backend/api/routes/config.py	9
LOW	new_ui/backend/services/openrouter_models.py	8
LOW	new_ui/backend/services/session_service.py	10
LOW	new_ui/backend/services/session_service.py	12
LOW	new_ui/backend/services/session_service.py	12
LOW	new_ui/backend/services/session_service.py	12
LOW	new_ui/backend/services/session_service.py	12
LOW	tools/pdf_converter.py	13
LOW	core/config.py	25
LOW	core/platform_compat.py	9
LOW	core/llm_runtime.py	9
LOW	core/llm_runtime.py	20
LOW	core/llm_runtime.py	20
LOW	core/compat/mcp_app.py	16
LOW	core/compat/request_params.py	16
LOW	core/compat/__init__.py	26
LOW	core/compat/__init__.py	26
LOW	core/compat/__init__.py	26
LOW	core/compat/__init__.py	26
LOW	core/compat/__init__.py	26
LOW	core/compat/__init__.py	33
LOW	core/compat/__init__.py	34
LOW	core/compat/__init__.py	35
LOW	core/compat/__init__.py	36
LOW	core/compat/__init__.py	36
LOW	core/compat/__init__.py	36
LOW	core/compat/runtime.py	18
LOW	core/compat/agent.py	20
LOW	core/compat/parallel.py	8
LOW	core/providers/registry.py	13
LOW	core/providers/__init__.py	12
135 more matches not shown…

Deep Nesting172 hits · 132 pts

Severity	File	Line
LOW	deepcode.py	149
LOW	deepcode.py	330
LOW	deepcode.py	628
LOW	setup.py	15
LOW	ui/layout.py	82
LOW	ui/handlers.py	182
LOW	ui/handlers.py	309
LOW	ui/handlers.py	791
LOW	ui/handlers.py	1142
LOW	ui/handlers.py	209
LOW	ui/components.py	242
LOW	ui/components.py	529
LOW	ui/components.py	710
LOW	new_ui/backend/api/websockets/code_stream_ws.py	17
LOW	new_ui/backend/api/websockets/logs_ws.py	38
LOW	new_ui/backend/api/websockets/workflow_ws.py	57
LOW	new_ui/backend/services/workflow_service.py	416
LOW	tools/code_implementation_server.py	175
LOW	tools/code_implementation_server.py	470
LOW	tools/code_implementation_server.py	1101
LOW	tools/code_implementation_server.py	1151
LOW	tools/code_implementation_server.py	1276
LOW	tools/code_implementation_server.py	1302
LOW	tools/pdf_utils.py	9
LOW	tools/command_executor.py	30
LOW	tools/command_executor.py	230
LOW	tools/pdf_downloader.py	887
LOW	tools/pdf_downloader.py	293
LOW	tools/pdf_downloader.py	333
LOW	tools/pdf_downloader.py	438
LOW	tools/pdf_downloader.py	566
LOW	tools/git_command.py	165
LOW	tools/git_command.py	27
LOW	tools/document_segmentation_server.py	1467
LOW	tools/document_segmentation_server.py	1627
LOW	tools/document_segmentation_server.py	158
LOW	tools/document_segmentation_server.py	226
LOW	tools/document_segmentation_server.py	309
LOW	tools/document_segmentation_server.py	327
LOW	tools/document_segmentation_server.py	585
LOW	tools/document_segmentation_server.py	1063
LOW	tools/document_segmentation_server.py	1156
LOW	tools/document_segmentation_server.py	1173
LOW	tools/document_segmentation_server.py	1328
LOW	tools/code_reference_indexer.py	202
LOW	tools/pdf_converter.py	86
LOW	tools/pdf_converter.py	319
LOW	tools/pdf_converter.py	616
LOW	tools/code_indexer.py	450
LOW	tools/code_indexer.py	473
LOW	tools/code_indexer.py	658
LOW	tools/code_indexer.py	770
LOW	tools/code_indexer.py	975
LOW	tools/code_indexer.py	1094
LOW	tools/code_indexer.py	477
LOW	core/platform_compat.py	26
LOW	core/compat/agent.py	36
LOW	core/compat/agent.py	104
LOW	core/compat/agent.py	390
LOW	core/providers/openai_compat.py	350
112 more matches not shown…

Redundant / Tautological Comments88 hits · 123 pts

Severity	File	Line	Snippet
LOW	deepcode.py	413	# Check if Streamlit is installed
LOW	deepcode.py	524	# Check if image exists (auto-build on first run)
LOW	deepcode.py	568	# Check if image exists (auto-build on first run)
LOW	deepcode.py	729	# Check if new_ui directory exists
LOW	deepcode.py	777	# Check if processes are still running
LOW	ui/handlers.py	793	# Check if questions need to be generated
LOW	ui/handlers.py	84	# Check if running in main thread
LOW	ui/handlers.py	822	# Check if detailed requirements need to be generated
LOW	ui/handlers.py	851	# Check if requirements need to be edited
LOW	ui/handlers.py	967	# Display result status
LOW	ui/handlers.py	1013	# Check if background thread has finished
LOW	ui/handlers.py	1027	# Display result status
LOW	ui/sidebar_feed.py	30	# Check if we're in a Streamlit context
LOW	new_ui/backend/main.py	58	# Check if running in Docker/production mode
LOW	new_ui/backend/main.py	170	# Check if a static file exists at the requested path
LOW	new_ui/backend/api/websockets/workflow_ws.py	192	# Check if workflow is complete
LOW	new_ui/backend/api/routes/workflows.py	147	# Check if plugin integration is available
LOW	new_ui/backend/services/workflow_service.py	497	# Check if workflow was cancelled by user
LOW	new_ui/scripts/start_dev.sh	17	# Check if we're in the right directory
LOW	new_ui/scripts/start_dev.sh	35	# Check if pydantic-settings is installed
LOW	new_ui/scripts/start_dev.sh	51	# Check if node_modules exists
LOW	tools/code_implementation_server.py	427	# Write file
LOW	tools/code_implementation_server.py	576	# Write file
LOW	tools/code_implementation_server.py	1011	# Check if paths match using multiple strategies
LOW	tools/code_implementation_server.py	1122	# Check if this matches our target
LOW	tools/document_segmentation_server.py	338	# Check if line is a header
LOW	tools/document_segmentation_server.py	900	# Check if can merge with the next block
LOW	tools/document_segmentation_server.py	1497	# Check if analysis already exists and is recent
LOW	tools/document_segmentation_server.py	1859	# Check if in important position (first 25% of content)
LOW	tools/pdf_converter.py	125	# Check if LibreOffice is available
LOW	tools/code_indexer.py	617	# Check if it's in the selected list
LOW	tools/code_indexer.py	1465	# Display results
LOW	nanobot/nanobot/cli/commands.py	589	# Check if already built
LOW	nanobot/nanobot/heartbeat/service.py	117	# Check if agent said "nothing to do"
LOW	workflows/agent_orchestration_engine.py	1026	# Check if reference analysis already exists
LOW	workflows/agent_orchestration_engine.py	1088	# Check if file is actually a PDF by reading the first few bytes
LOW	workflows/agent_orchestration_engine.py	1288	# Check if plan is empty or invalid
LOW	workflows/agent_orchestration_engine.py	1355	# Verify if any repositories were actually downloaded
LOW	workflows/agent_orchestration_engine.py	1421	# Check if code_base directory exists and has content
LOW	workflows/agent_orchestration_engine.py	1430	# Check if there are any repositories in the code_base directory
LOW	workflows/agent_orchestration_engine.py	1562	# Check if initial plan file exists
LOW	workflows/code_implementation_workflow.py	681	# Set workspace to the target code directory
LOW	workflows/code_implementation_workflow.py	140	# Check if file tree exists
LOW	workflows/code_implementation_workflow.py	531	# Check if tool actually failed
LOW	workflows/code_implementation_workflow.py	831	# Check if we're in the middle of a string
LOW	workflows/code_implementation_workflow_index.py	591	# Set workspace to the target code directory
LOW	workflows/code_implementation_workflow_index.py	133	# Check if file tree exists
LOW	workflows/code_implementation_workflow_index.py	741	# Check if we're in the middle of a string
LOW	workflows/plugins/plan_review.py	59	# Check if disabled
LOW	workflows/plugins/plan_review.py	63	# Check if already reviewed
LOW	workflows/plugins/plan_review.py	67	# Check if we have a plan to review
LOW	workflows/plugins/requirement_analysis.py	69	# Check if disabled in context
LOW	workflows/plugins/requirement_analysis.py	73	# Check if already processed
LOW	workflows/plugins/requirement_analysis.py	77	# Check if we have user input to analyze
LOW	workflows/plugins/base.py	309	# Check if plugin should trigger
LOW	workflows/agents/memory_agent_concise_index.py	274	# Check if file has a code extension
LOW	workflows/agents/memory_agent_concise_index.py	500	# Check if it's a known file extension
LOW	workflows/agents/memory_agent_concise_index.py	657	# Check if it looks like a file (has extension)
LOW	workflows/agents/memory_agent_concise_index.py	941	# Check if we've already seen this file (exact match)
LOW	workflows/agents/memory_agent_concise_index.py	1979	# Check if plan_file ends with impl_file (partial path match)
28 more matches not shown…

Hallucination Indicators7 hits · 75 pts

Severity	File	Line	Snippet
CRITICAL	nanobot/nanobot/config/loader.py	17	from nanobot.utils.helpers import get_data_path
CRITICAL	nanobot/nanobot/utils/__init__.py	3	from nanobot.utils.helpers import ensure_dir, get_data_path, get_workspace_path
CRITICAL	nanobot/nanobot/agent/memory.py	6	from nanobot.utils.helpers import ensure_dir, today_date
CRITICAL	nanobot/nanobot/cli/commands.py	196	from nanobot.utils.helpers import get_workspace_path
CRITICAL	nanobot/nanobot/channels/feishu.py	147	response = self._client.im.v1.message_reaction.create(request)
CRITICAL	nanobot/nanobot/channels/feishu.py	251	response = self._client.im.v1.message.create(request)
CRITICAL	nanobot/nanobot/session/manager.py	11	from nanobot.utils.helpers import ensure_dir, safe_filename

Cross-File Repetition15 hits · 75 pts

Severity	File	Snippet
HIGH	workflows/agents/memory_agent_concise_index.py	format the llm-generated summary into the final structure args: file_path: path of the implemented file llm_summary: llm
HIGH	workflows/agents/memory_agent_concise_multi.py	format the llm-generated summary into the final structure args: file_path: path of the implemented file llm_summary: llm
HIGH	workflows/agents/memory_agent_concise.py	format the llm-generated summary into the final structure args: file_path: path of the implemented file llm_summary: llm
HIGH	workflows/agents/memory_agent_concise_index.py	# code implementation summary generated: {timestamp} file implemented: {file_path} {llm_summary} --- *auto-gener
HIGH	workflows/agents/memory_agent_concise_multi.py	# code implementation summary generated: {timestamp} file implemented: {file_path} {llm_summary} --- *auto-gener
HIGH	workflows/agents/memory_agent_concise.py	# code implementation summary generated: {timestamp} file implemented: {file_path} {llm_summary} --- *auto-gener
HIGH	workflows/agents/memory_agent_concise_index.py	append code implementation summary to implement_code_summary.md accumulates all implementations with clear separators ar
HIGH	workflows/agents/memory_agent_concise_multi.py	append code implementation summary to implement_code_summary.md accumulates all implementations with clear separators ar
HIGH	workflows/agents/memory_agent_concise.py	append code implementation summary to implement_code_summary.md accumulates all implementations with clear separators ar
HIGH	workflows/agents/memory_agent_concise_index.py	call llm for code implementation summary generation only this method is used only for creating code implementation summa
HIGH	workflows/agents/memory_agent_concise_multi.py	call llm for code implementation summary generation only this method is used only for creating code implementation summa
HIGH	workflows/agents/memory_agent_concise.py	call llm for code implementation summary generation only this method is used only for creating code implementation summa
HIGH	workflows/agents/memory_agent_concise_index.py	start a new dialogue round and reset tool results args: iteration: optional iteration number from workflow to sync with
HIGH	workflows/agents/memory_agent_concise_multi.py	start a new dialogue round and reset tool results args: iteration: optional iteration number from workflow to sync with
HIGH	workflows/agents/memory_agent_concise.py	start a new dialogue round and reset tool results args: iteration: optional iteration number from workflow to sync with

Verbosity Indicators41 hits · 61 pts

Severity	File	Line	Snippet
LOW	ui/handlers.py	515	# Step 1: Initialization
LOW	tools/code_reference_indexer.py	356	# Step 1: Load index files from specified directory
LOW	tools/code_reference_indexer.py	369	# Step 2: Parse keywords
LOW	tools/code_reference_indexer.py	374	# Step 3: Find relevant reference code
LOW	tools/code_reference_indexer.py	379	# Step 4: Find direct relationships
LOW	tools/code_reference_indexer.py	382	# Step 5: Format output
LOW	tools/code_indexer.py	876	# Step 1: Generate file tree
LOW	tools/code_indexer.py	880	# Step 2: Get all files
LOW	tools/code_indexer.py	884	# Step 3: LLM pre-filtering of relevant files
LOW	tools/code_indexer.py	892	# Step 4: Filter file list based on filtering results
LOW	tools/code_indexer.py	904	# Step 5: Analyze filtered files (concurrent or sequential)
LOW	tools/code_indexer.py	918	# Step 6: Create repository index
LOW	workflows/codebase_index_workflow.py	424	# Step 1: Determine initial plan file path
LOW	workflows/codebase_index_workflow.py	428	# Step 2: Load target structure
LOW	workflows/codebase_index_workflow.py	443	# Step 3: Check codebase path
LOW	workflows/codebase_index_workflow.py	453	# Step 4: Create output directory
LOW	workflows/codebase_index_workflow.py	457	# Step 5: Load configuration
LOW	workflows/codebase_index_workflow.py	463	# Step 6: Create code indexer
LOW	workflows/codebase_index_workflow.py	580	# Step 7: Build all indexes
LOW	workflows/codebase_index_workflow.py	583	# Step 8: Generate summary report
LOW	workflows/agent_orchestration_engine.py	1064	# Step 1: Check if any markdown files exist
LOW	workflows/agent_orchestration_engine.py	1085	# Step 2: Read document content to determine size
LOW	workflows/agent_orchestration_engine.py	1132	# Step 3: Determine if segmentation should be used
LOW	workflows/code_implementation_workflow.py	774	# Step 1: Try basic fixes first
LOW	workflows/code_implementation_workflow.py	786	# Step 2: Check for truncation issues
LOW	workflows/code_implementation_workflow.py	795	# Step 3: Try to extract partial valid JSON
LOW	workflows/code_implementation_workflow.py	807	# Step 4: Tool-specific defaults for critical tools
LOW	workflows/code_implementation_workflow.py	818	# Step 5: Last resort - return error indicator
LOW	workflows/code_implementation_workflow_index.py	684	# Step 1: Try basic fixes first
LOW	workflows/code_implementation_workflow_index.py	696	# Step 2: Check for truncation issues
LOW	workflows/code_implementation_workflow_index.py	705	# Step 3: Try to extract partial valid JSON
LOW	workflows/code_implementation_workflow_index.py	717	# Step 4: Tool-specific defaults for critical tools
LOW	workflows/code_implementation_workflow_index.py	728	# Step 5: Last resort - return error indicator
LOW	cli/cli_app.py	118	# Step 1: Get initial requirements from user
LOW	cli/cli_app.py	59	# Step 1: Generate guiding questions
LOW	cli/cli_app.py	78	# Step 2: Display questions
LOW	cli/cli_app.py	130	# Step 2: Generate guiding questions
LOW	cli/cli_app.py	149	# Step 3: Display questions and get user answers
LOW	cli/cli_app.py	171	# Step 4: Generate requirement summary
LOW	cli/cli_app.py	191	# Step 5: Display requirement summary
LOW	cli/cli_app.py	196	# Step 6: Proceed with chat-based implementation

Self-Referential Comments16 hits · 48 pts

Severity	File	Line	Snippet
MEDIUM	ui/handlers.py	43	# Import necessary modules
MEDIUM	ui/handlers.py	703	# Import required modules
MEDIUM	ui/handlers.py	747	# Import required modules
MEDIUM	ui/handlers.py	898	# Create a simple progress callback that only logs (no Streamlit UI calls)
MEDIUM	tools/code_indexer.py	430	# Create a hash of the prompt for filename
MEDIUM	workflows/agent_orchestration_engine.py	1655	# Create the chat planning agent
MEDIUM	workflows/agent_orchestration_engine.py	1956	# Create a skipped indexing result
MEDIUM	workflows/code_implementation_workflow.py	1103	# # Create a test workflow normally
MEDIUM	workflows/code_implementation_workflow.py	1106	# # Create a mock code agent for testing
MEDIUM	workflows/code_implementation_workflow_index.py	1046	# # Create a test workflow normally
MEDIUM	workflows/code_implementation_workflow_index.py	1049	# # Create a mock code agent for testing
MEDIUM	workflows/agents/memory_agent_concise_index.py	1053	# Create the formatted summary for file saving (without Next Steps)
MEDIUM	workflows/agents/memory_agent_concise_multi.py	195	# Create the formatted summary for file saving (WITHOUT Next Steps)
MEDIUM	workflows/agents/code_implementation_agent.py	991	# Create a simulated read_file tool call
MEDIUM	workflows/agents/memory_agent_concise.py	1104	# Create the formatted summary for file saving (without Next Steps)
MEDIUM	utils/cli_interface.py	160	# Create a hidden root window

Docstring Block Structure8 hits · 40 pts

Severity	File	Line	Snippet
HIGH	tools/pdf_downloader.py	888	Download files from URLs or move local files mentioned in natural language instructions. Args: instruc
HIGH	tools/pdf_downloader.py	1289	# Convert a document to Markdown format with image extraction support. # Supports both local files and URLs. U
HIGH	tools/git_command.py	166	Download GitHub repositories from natural language instructions. Args: instruction: Natural language t
HIGH	nanobot/nanobot/agent/tools/registry.py	39	Execute a tool by name with given parameters. Args: name: Tool name. params: T
HIGH	utils/cross_platform_file_handler.py	96	Create a temporary file with proper cross-platform handling. This method addresses Windows file handle
HIGH	utils/cross_platform_file_handler.py	193	Safely copy a file with proper error handling. This method uses copy instead of move to preserve the o
HIGH	utils/cross_platform_file_handler.py	256	Safely move a file (only if explicitly needed). Note: Prefer safe_copy_file to preserve originals.
HIGH	utils/file_processor.py	172	Read the content of a file asynchronously. Args: file_path: Path to the file to read

Over-Commented Block23 hits · 16 pts

Severity	File	Line	Snippet
LOW	tools/pdf_downloader.py	141	# "\n [INFO] Document converted to Markdown (docling)"
LOW	tools/pdf_downloader.py	1281	else:
LOW	tools/pdf_downloader.py	1301	# Status message about the conversion operation with preview of converted content
LOW	tools/pdf_downloader.py	1321	# if (
LOW	tools/pdf_downloader.py	1341	# (".pdf", ".docx", ".pptx", ".html", ".md", ".txt")
LOW	tools/pdf_downloader.py	1361
LOW	config/mcp_tool_definitions.py	301	"description": "Directory path for the workspace",
LOW	config/mcp_tool_definitions_index.py	381	# @staticmethod
LOW	workflows/code_implementation_workflow.py	601	messages.append({"role": "user", "content": no_tools_guidance})
LOW	workflows/code_implementation_workflow.py	1101	# print("Testing Read Tools Configuration...")
LOW	workflows/code_implementation_workflow_index.py	1041
LOW	workflows/agents/memory_agent_concise_index.py	1261	# if self.implemented_files
LOW	workflows/agents/memory_agent_concise_index.py	1941	# """Check if a file from plan is implemented (with fuzzy matching)"""
LOW	workflows/agents/memory_agent_concise_index.py	1961	# or impl_file_normalized.endswith("/" + plan_file_normalized)
LOW	workflows/agents/memory_agent_concise.py	1301	llm_summary: LLM-generated summary content
LOW	workflows/agents/memory_agent_concise.py	1721	knowledge_base_message["content"] += (
LOW	workflows/agents/memory_agent_concise.py	1741	# # If no tool results yet, add guidance for next steps
LOW	prompts/code_prompts.py	861	# - CONTINUOUS: Implement files continuously until plan completion
LOW	prompts/code_prompts.py	881	# ```
LOW	prompts/code_prompts.py	901	# - Apply: Found patterns while maintaining project requirements
LOW	prompts/code_prompts.py	921	# Next Target: [next_file_to_implement]
LOW	prompts/code_prompts.py	1061
LOW	prompts/code_prompts.py	1081

AI Slop Vocabulary6 hits · 15 pts

Severity	File	Line	Snippet
LOW	ui/sidebar_feed.py	34	# Running in background thread, just use Python logging
MEDIUM	nanobot/nanobot/channels/dingtalk.py	49	# Parse using SDK's ChatbotMessage for robust handling
MEDIUM	workflows/agent_orchestration_engine.py	1683	# Set higher token output for comprehensive planning
MEDIUM	workflows/agent_orchestration_engine.py	1694	formatted_message = f"""Please analyze the following coding requirements and generate a comprehensive implem
MEDIUM	prompts/code_prompts.py	463	CODE_PLANNING_PROMPT = """You are creating a DETAILED, COMPLETE reproduction plan by integrating comprehensive analysis
MEDIUM	prompts/code_prompts.py	1556	CODE_PLANNING_PROMPT_TRADITIONAL = """You are creating a DETAILED, COMPLETE reproduction plan by integrating comprehensi

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet
HIGH	README_ZH.md	1031	"api_key": "your_api_key",

Cross-Language Confusion2 hits · 5 pts

Severity	File	Line	Snippet
HIGH	new_ui/backend/api/websockets/code_stream_ws.py	28	"filename": str \| null, # For file_start/file_end
HIGH	new_ui/backend/api/websockets/workflow_ws.py	73	"result": dict \| null, # Only for complete type

Synthetic Comment Markers1 hit · 2 pts

Severity	File	Line	Snippet
HIGH	ui/components.py	864	st.markdown("#### 3 · AI-generated requirement document")

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet
LOW	utils/cross_platform_file_handler.py	427	# Example usage

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet
LOW	utils/file_processor.py	136	# Don't forget to save the last section

Score History

Severity Breakdown

Pattern Findings