TauricResearch/TradingAgents

Pattern Findings

379 matches across 12 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers189 hits · 204 pts

Severity	File	Line	Snippet
LOW	tests/test_structured_agents.py	33	def test_minimal_required_fields(self):
LOW	tests/test_structured_agents.py	42	def test_optional_fields_included_when_present(self):
LOW	tests/test_structured_agents.py	57	def test_optional_fields_omitted_when_absent(self):
LOW	tests/test_structured_agents.py	122	def test_structured_path_produces_rendered_markdown(self):
LOW	tests/test_structured_agents.py	141	def test_prompt_includes_investment_plan(self):
LOW	tests/test_structured_agents.py	150	def test_falls_back_to_freetext_when_structured_unavailable(self):
LOW	tests/test_structured_agents.py	200	def test_structured_path_produces_rendered_markdown(self):
LOW	tests/test_structured_agents.py	225	def test_falls_back_to_freetext_when_structured_unavailable(self):
LOW	tests/test_minimax.py	28	def test_request_payload_sets_reasoning_split(self):
LOW	tests/test_minimax.py	32	def test_caller_supplied_reasoning_split_is_preserved(self):
LOW	tests/test_minimax.py	45	def test_non_reasoning_minimax_does_not_inject_reasoning_split(self):
LOW	tests/test_minimax.py	80	def test_schema_still_bound_as_tool(self):
LOW	tests/test_ollama_base_url.py	18	def test_resolver_returns_default_when_env_unset(monkeypatch):
LOW	tests/test_ollama_base_url.py	24	def test_resolver_returns_env_when_set(monkeypatch):
LOW	tests/test_ollama_base_url.py	30	def test_resolver_evaluation_is_call_time(monkeypatch):
LOW	tests/test_ollama_base_url.py	38	def test_resolver_does_not_affect_other_providers(monkeypatch):
LOW	tests/test_ollama_base_url.py	46	def test_client_get_llm_picks_up_env(monkeypatch):
LOW	tests/test_ollama_base_url.py	55	def test_explicit_base_url_overrides_env(monkeypatch):
LOW	tests/test_ollama_base_url.py	72	def test_cli_dropdown_uses_env(monkeypatch):
LOW	tests/test_ollama_base_url.py	85	def test_cli_dropdown_default_when_unset(monkeypatch):
LOW	tests/test_ollama_base_url.py	99	def test_confirm_endpoint_shows_default(monkeypatch, capsys):
LOW	tests/test_ollama_base_url.py	110	def test_confirm_endpoint_marks_env_origin(monkeypatch, capsys):
LOW	tests/test_ollama_base_url.py	120	def test_confirm_endpoint_warns_on_missing_scheme(monkeypatch, capsys):
LOW	tests/test_ollama_base_url.py	131	def test_confirm_endpoint_warns_on_non_default_port_remote(monkeypatch, capsys):
LOW	tests/test_ollama_base_url.py	141	def test_confirm_endpoint_quiet_on_local_no_port(monkeypatch, capsys):
LOW	tests/test_ollama_base_url.py	151	def test_ollama_model_labels_no_local_suffix():
LOW	tests/test_ollama_base_url.py	159	def test_ollama_offers_custom_model_id():
LOW	tests/test_capabilities.py	13	def test_deepseek_chat_supports_tool_choice(self):
LOW	tests/test_capabilities.py	17	def test_deepseek_reasoner_rejects_tool_choice(self):
LOW	tests/test_capabilities.py	46	def test_reasoner_variant_inherits_thinking_quirks(self):
LOW	tests/test_capabilities.py	87	def test_non_reasoning_minimax_does_not_get_reasoning_split(self):
LOW	tests/test_capabilities.py	108	def test_unknown_model_default(self):
LOW	tests/test_capabilities.py	112	def test_exact_match_precedes_pattern(self):
LOW	tests/test_capabilities.py	119	def test_capabilities_dataclass_is_frozen():
LOW	tests/test_signal_processing.py	27	def test_explicit_label_overweight(self):
LOW	tests/test_signal_processing.py	30	def test_explicit_label_with_markdown_bold_value(self):
LOW	tests/test_signal_processing.py	34	def test_explicit_label_with_markdown_bold_label(self):
LOW	tests/test_signal_processing.py	37	def test_rendered_pm_markdown_shape(self):
LOW	tests/test_signal_processing.py	46	def test_explicit_label_wins_over_prose_with_markdown(self):
LOW	tests/test_signal_processing.py	54	def test_no_rating_returns_default(self):
LOW	tests/test_signal_processing.py	57	def test_no_rating_custom_default(self):
LOW	tests/test_signal_processing.py	60	def test_all_five_tiers_recognised(self):
LOW	tests/test_signal_processing.py	72	def test_returns_rating_from_pm_markdown(self):
LOW	tests/test_signal_processing.py	88	def test_default_when_no_rating_present(self):
LOW	tests/test_model_validation.py	26	def test_cli_catalog_models_are_all_validator_approved(self):
LOW	tests/test_model_validation.py	35	def test_unknown_model_emits_warning_for_strict_provider(self):
LOW	tests/test_model_validation.py	46	def test_openrouter_and_ollama_accept_custom_models_without_warning(self):
LOW	tests/test_dataflows_config.py	17	def test_get_config_returns_deep_copy(self):
LOW	tests/test_dataflows_config.py	26	def test_set_config_does_not_alias_caller_nested_dicts(self):
LOW	tests/test_dataflows_config.py	40	def test_partial_nested_update_preserves_existing_defaults(self):
LOW	tests/test_dataflows_config.py	55	def test_nested_dict_updates_merge_one_level_deep(self):
LOW	tests/test_safe_ticker_component.py	13	def test_accepts_common_ticker_formats(self):
LOW	tests/test_safe_ticker_component.py	17	def test_rejects_path_separators(self):
LOW	tests/test_safe_ticker_component.py	22	def test_rejects_null_byte_and_whitespace(self):
LOW	tests/test_safe_ticker_component.py	27	def test_rejects_empty_or_non_string(self):
LOW	tests/test_safe_ticker_component.py	32	def test_rejects_overlong_input(self):
LOW	tests/test_safe_ticker_component.py	36	def test_rejects_dot_only_values(self):
LOW	tests/test_safe_ticker_component.py	43	def test_traversal_string_does_not_escape_join(self):
LOW	tests/test_analyst_execution.py	12	def test_build_plan_preserves_selected_order(self):
LOW	tests/test_analyst_execution.py	21	def test_rejects_unknown_analyst_keys(self):
129 more matches not shown…

Decorative Section Separators40 hits · 153 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_structured_agents.py	26	# ---------------------------------------------------------------------------
MEDIUM	tests/test_structured_agents.py	28	# ---------------------------------------------------------------------------
MEDIUM	tests/test_structured_agents.py	90	# ---------------------------------------------------------------------------
MEDIUM	tests/test_structured_agents.py	92	# ---------------------------------------------------------------------------
MEDIUM	tests/test_structured_agents.py	163	# ---------------------------------------------------------------------------
MEDIUM	tests/test_structured_agents.py	165	# ---------------------------------------------------------------------------
MEDIUM	tests/test_signal_processing.py	17	# ---------------------------------------------------------------------------
MEDIUM	tests/test_signal_processing.py	19	# ---------------------------------------------------------------------------
MEDIUM	tests/test_signal_processing.py	65	# ---------------------------------------------------------------------------
MEDIUM	tests/test_signal_processing.py	67	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	28	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	31	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	51	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	53	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	119	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	121	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	183	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	185	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	227	# ---------------------------------------------------------------------------
MEDIUM	tests/test_deepseek_reasoning.py	229	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	105	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	107	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	382	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	384	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	658	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	660	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	790	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	792	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	29	# ---------------------------------------------------------------------------
MEDIUM	tests/test_memory_log.py	31	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	27	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	29	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	56	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	58	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	104	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	106	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	166	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/schemas.py	168	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/analysts/sentiment_analyst.py	165	# ---------------------------------------------------------------------------
MEDIUM	tradingagents/agents/analysts/sentiment_analyst.py	167	# ---------------------------------------------------------------------------

Unused Imports105 hits · 105 pts

Severity	File	Line
LOW	test.py	2
LOW	test.py	2
LOW	test.py	2
LOW	test.py	2
LOW	test.py	2
LOW	tests/test_ollama_base_url.py	3
LOW	tests/test_ollama_base_url.py	7
LOW	tests/test_capabilities.py	5
LOW	tests/test_checkpoint_resume.py	3
LOW	tests/test_checkpoint_resume.py	6
LOW	tests/test_checkpoint_resume.py	9
LOW	tests/test_env_overrides.py	3
LOW	tests/test_api_key_env.py	3
LOW	tests/test_api_key_env.py	6
LOW	cli/models.py	2
LOW	cli/models.py	2
LOW	cli/models.py	2
LOW	cli/models.py	3
LOW	cli/utils.py	3
LOW	cli/main.py	1
LOW	cli/main.py	11
LOW	cli/main.py	18
LOW	cli/main.py	31
LOW	cli/main.py	32
LOW	cli/stats_handler.py	2
LOW	tradingagents/__init__.py	24
LOW	tradingagents/graph/checkpointer.py	6
LOW	tradingagents/graph/__init__.py	3
LOW	tradingagents/graph/__init__.py	4
LOW	tradingagents/graph/__init__.py	5
LOW	tradingagents/graph/__init__.py	6
LOW	tradingagents/graph/__init__.py	7
LOW	tradingagents/graph/__init__.py	8
LOW	tradingagents/graph/trading_graph.py	18
LOW	tradingagents/graph/trading_graph.py	22
LOW	tradingagents/graph/trading_graph.py	22
LOW	tradingagents/graph/trading_graph.py	22
LOW	tradingagents/graph/setup.py	7
LOW	tradingagents/graph/propagation.py	4
LOW	tradingagents/graph/signal_processing.py	13
LOW	tradingagents/agents/__init__.py	1
LOW	tradingagents/agents/__init__.py	2
LOW	tradingagents/agents/__init__.py	2
LOW	tradingagents/agents/__init__.py	2
LOW	tradingagents/agents/__init__.py	4
LOW	tradingagents/agents/__init__.py	5
LOW	tradingagents/agents/__init__.py	6
LOW	tradingagents/agents/__init__.py	7
LOW	tradingagents/agents/__init__.py	7
LOW	tradingagents/agents/__init__.py	12
LOW	tradingagents/agents/__init__.py	13
LOW	tradingagents/agents/__init__.py	15
LOW	tradingagents/agents/__init__.py	16
LOW	tradingagents/agents/__init__.py	17
LOW	tradingagents/agents/__init__.py	19
LOW	tradingagents/agents/__init__.py	20
LOW	tradingagents/agents/__init__.py	22
LOW	tradingagents/agents/schemas.py	19
LOW	tradingagents/agents/trader/trader.py	3
LOW	tradingagents/agents/managers/portfolio_manager.py	11
45 more matches not shown…

Excessive Try-Catch Wrapping18 hits · 20 pts

Severity	File	Line	Snippet
LOW	cli/utils.py	176	except Exception as e:
LOW	cli/main.py	1257	except Exception as e:
LOW	cli/announcements.py	23	except Exception:
LOW	tradingagents/graph/trading_graph.py	248	except Exception as e:
LOW	tradingagents/agents/utils/structured.py	66	except Exception as exc:
LOW	tradingagents/dataflows/alpha_vantage_indicator.py	220	except Exception as e:
MEDIUM	tradingagents/dataflows/alpha_vantage_indicator.py	221	print(f"Error getting Alpha Vantage indicator data for {indicator}: {e}")
LOW	tradingagents/dataflows/y_finance.py	166	except Exception as e:
MEDIUM	tradingagents/dataflows/y_finance.py	167	print(f"Error getting bulk stockstats data: {e}")
LOW	tradingagents/dataflows/y_finance.py	239	except Exception as e:
LOW	tradingagents/dataflows/y_finance.py	301	except Exception as e:
LOW	tradingagents/dataflows/y_finance.py	333	except Exception as e:
LOW	tradingagents/dataflows/y_finance.py	365	except Exception as e:
LOW	tradingagents/dataflows/y_finance.py	397	except Exception as e:
LOW	tradingagents/dataflows/y_finance.py	421	except Exception as e:
LOW	tradingagents/dataflows/alpha_vantage_common.py	119	except Exception as e:
LOW	tradingagents/dataflows/yfinance_news.py	107	except Exception as e:
LOW	tradingagents/dataflows/yfinance_news.py	201	except Exception as e:

Self-Referential Comments5 hits · 15 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_checkpoint_resume.py	89	# Create a checkpoint by crashing
MEDIUM	cli/main.py	45	# Create a deque to store recent messages with a maximum length
MEDIUM	cli/main.py	496	# Create a boxed questionnaire for each step
MEDIUM	tradingagents/dataflows/y_finance.py	207	# Create a dictionary mapping date strings to indicator values
MEDIUM	tradingagents/dataflows/alpha_vantage_common.py	48	# Create a copy of params to avoid modifying the original

Verbosity Indicators8 hits · 12 pts

Severity	File	Line	Snippet
LOW	cli/main.py	504	# Step 1: Ticker symbol
LOW	cli/main.py	518	# Step 2: Analysis date
LOW	cli/main.py	529	# Step 3: Output language
LOW	cli/main.py	538	# Step 4: Select analysts
LOW	cli/main.py	549	# Step 5: Research depth
LOW	cli/main.py	557	# Step 6: LLM Provider
LOW	cli/main.py	585	# Step 7: Thinking agents
LOW	cli/main.py	594	# Step 8: Provider-specific thinking configuration

Deep Nesting5 hits · 5 pts

Severity	File	Line
LOW	cli/main.py	977
LOW	tradingagents/graph/trading_graph.py	136
LOW	tradingagents/dataflows/alpha_vantage_indicator.py	3
LOW	tradingagents/dataflows/yfinance_news.py	54
LOW	tradingagents/dataflows/yfinance_news.py	111

AI Slop Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet
MEDIUM	tradingagents/agents/analysts/sentiment_analyst.py	109	return f"""You are a financial market sentiment analyst. Your task is to produce a comprehensive sentiment report fo
MEDIUM	tradingagents/agents/analysts/sentiment_analyst.py	134	## How to analyze this data (best practices)

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet
HIGH	tradingagents/llm_clients/factory.py	21	Create an LLM client for the specified provider. Provider modules are imported lazily so that simply importing this

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet
LOW	tradingagents/dataflows/alpha_vantage_indicator.py	194	# Check if date is in our range
LOW	tradingagents/dataflows/y_finance.py	24	# Check if data is empty
LOW	tradingagents/dataflows/alpha_vantage_common.py	71	# Check if response is JSON (error responses are typically JSON)

Cross-Language Confusion1 hit · 2 pts

Severity	File	Line	Snippet
HIGH	tradingagents/dataflows/stocktwits.py	6	user-labeled sentiment field (``Bullish``/``Bearish``/null), the message

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet
LOW	tradingagents/llm_clients/model_catalog.py	141	("Custom model ID", "custom"),
LOW	tradingagents/llm_clients/capabilities.py	41	# MiniMax M2.x reasoning models need ``reasoning_split=True`` so the

Score History

Severity Breakdown

Pattern Findings