ZhuLinsen/daily_stock_analysis

Pattern Findings

4455 matches across 17 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers2780 hits · 2590 pts

Severity	File	Line	Snippet
LOW	main.py	161	def _get_stock_analysis_pipeline():
LOW	main.py	200	def _reload_env_file_values_preserving_overrides() -> None:
LOW	main.py	388	def _compute_trading_day_filter(
LOW	main.py	430	def _run_market_review_with_shared_lock(
LOW	main.py	451	def _refresh_stock_index_cache_for_analysis(config: Config) -> None:
LOW	main.py	733	def _resolve_scheduled_stock_codes(stock_codes: Optional[List[str]]) -> Optional[List[str]]:
LOW	main.py	749	def _build_schedule_time_provider(default_schedule_time: str):
LOW	tests/test_backtest_service.py	148	def test_result_fields_correct(self) -> None:
LOW	tests/test_backtest_service.py	181	def test_summaries_created_after_run(self) -> None:
LOW	tests/test_backtest_service.py	209	def test_get_summary_overall_returns_sentinel_as_none(self) -> None:
LOW	tests/test_backtest_service.py	220	def test_agent_learning_summary_helpers_keep_skill_rollups_neutral_until_supported(self) -> None:
LOW	tests/test_backtest_service.py	242	def test_get_recent_evaluations(self) -> None:
LOW	tests/test_backtest_service.py	259	def test_get_recent_evaluations_supports_tracking_fields_and_analysis_date_filters(self) -> None:
LOW	tests/test_backtest_service.py	291	def test_get_summary_supports_analysis_date_range(self) -> None:
LOW	tests/test_backtest_service.py	322	def test_get_summary_date_range_filters_to_single_window_and_engine(self) -> None:
LOW	tests/test_backtest_service.py	430	def test_get_summary_date_range_rejects_excessive_row_counts(self) -> None:
LOW	tests/test_backtest_service.py	443	def test_multi_stock_summaries(self) -> None:
LOW	tests/test_backtest_service.py	503	def test_run_backtest_excludes_market_review_records(self) -> None:
LOW	tests/test_backtest_service.py	535	def test_run_backtest_includes_null_report_type_records(self) -> None:
LOW	tests/test_notification_sender.py	63	def test_send_returns_false_when_not_configured(self):
LOW	tests/test_notification_sender.py	69	def test_is_discord_configured_webhook_only(self):
LOW	tests/test_notification_sender.py	74	def test_is_discord_configured_bot_only(self):
LOW	tests/test_notification_sender.py	79	def test_is_discord_configured_neither(self):
LOW	tests/test_notification_sender.py	85	def test_send_webhook_success_builds_correct_payload(self, mock_post):
LOW	tests/test_notification_sender.py	119	def test_send_returns_false_when_no_webhook_url(self):
LOW	tests/test_notification_sender.py	126	def test_send_success_returns_true(self, mock_post):
LOW	tests/test_notification_sender.py	133	def test_gen_wechat_payload_markdown(self):
LOW	tests/test_notification_sender.py	140	def test_gen_wechat_payload_text(self):
LOW	tests/test_notification_sender.py	148	def test_send_wechat_image_over_limit_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	160	def test_send_returns_false_when_no_webhook_url(self):
LOW	tests/test_notification_sender.py	167	def test_send_success_returns_true(self, mock_post):
LOW	tests/test_notification_sender.py	175	def test_send_http_error_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	184	def test_send_with_secret_and_keyword_builds_signed_payload(self, mock_post, _mock_time):
LOW	tests/test_notification_sender.py	402	def test_send_returns_false_when_url_has_no_topic(self, mock_post):
LOW	tests/test_notification_sender.py	412	def test_send_returns_false_when_url_scheme_is_not_http(self, mock_post):
LOW	tests/test_notification_sender.py	422	def test_send_http_error_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	432	def test_send_timeout_does_not_log_token_value(self, mock_post):
LOW	tests/test_notification_sender.py	447	def test_send_returns_false_when_not_configured(self):
LOW	tests/test_notification_sender.py	455	def test_send_returns_false_when_token_is_blank(self):
LOW	tests/test_notification_sender.py	464	def test_send_success_uses_json_payload_and_header_auth(self, mock_post):
LOW	tests/test_notification_sender.py	552	def test_send_returns_false_when_no_urls(self):
LOW	tests/test_notification_sender.py	559	def test_send_success_payload_has_text_and_content(self, mock_post):
LOW	tests/test_notification_sender.py	569	def test_send_returns_true_when_one_custom_webhook_succeeds(self, mock_post):
LOW	tests/test_notification_sender.py	794	def test_send_returns_false_when_no_token(self):
LOW	tests/test_notification_sender.py	801	def test_send_success_returns_true(self, mock_post):
LOW	tests/test_notification_sender.py	810	def test_send_long_message_chunks_pushplus_requests(self, mock_post, _mock_sleep):
LOW	tests/test_notification_sender.py	842	def test_send_returns_false_when_not_configured(self):
LOW	tests/test_notification_sender.py	848	def test_is_slack_configured_webhook_only(self):
LOW	tests/test_notification_sender.py	853	def test_is_slack_configured_bot_only(self):
LOW	tests/test_notification_sender.py	858	def test_is_slack_configured_neither(self):
LOW	tests/test_notification_sender.py	864	def test_send_webhook_success(self, mock_post):
LOW	tests/test_notification_sender.py	896	def test_send_bot_error_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	903	def test_build_blocks_splits_long_content(self):
LOW	tests/test_notification_sender.py	913	def test_send_text_prefers_bot_when_both_configured(self, mock_post):
LOW	tests/test_notification_sender.py	97	def test_send_webhook_http_error_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	105	def test_send_bot_success_uses_channel_url(self, mock_post):
LOW	tests/test_notification_sender.py	212	def test_send_error_response_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	223	def test_send_with_keyword_that_leaves_too_little_chunk_budget_returns_false(self, mock_post):
LOW	tests/test_notification_sender.py	240	def test_send_returns_false_when_not_configured(self):
LOW	tests/test_notification_sender.py	246	def test_get_receivers_for_stocks_no_groups_returns_default(self):
2720 more matches not shown…

Decorative Section Separators355 hits · 1306 pts

Severity	File	Line	Snippet
MEDIUM	requirements.txt	1	# ===================================
MEDIUM	requirements.txt	3	# ===================================
MEDIUM	docker/docker-compose.yml	1	# ===================================
MEDIUM	docker/docker-compose.yml	3	# ===================================
MEDIUM	tests/test_multi_agent.py	42	# ============================================================
MEDIUM	tests/test_multi_agent.py	44	# ============================================================
MEDIUM	tests/test_multi_agent.py	171	# ============================================================
MEDIUM	tests/test_multi_agent.py	173	# ============================================================
MEDIUM	tests/test_multi_agent.py	248	# ============================================================
MEDIUM	tests/test_multi_agent.py	250	# ============================================================
MEDIUM	tests/test_multi_agent.py	337	# ============================================================
MEDIUM	tests/test_multi_agent.py	339	# ============================================================
MEDIUM	tests/test_multi_agent.py	1538	# ============================================================
MEDIUM	tests/test_multi_agent.py	1540	# ============================================================
MEDIUM	tests/test_multi_agent.py	1817	# ============================================================
MEDIUM	tests/test_multi_agent.py	1819	# ============================================================
MEDIUM	tests/test_multi_agent.py	1905	# ============================================================
MEDIUM	tests/test_multi_agent.py	1907	# ============================================================
MEDIUM	tests/test_multi_agent.py	374	# ============================================================
MEDIUM	tests/test_multi_agent.py	376	# ============================================================
MEDIUM	tests/test_multi_agent.py	462	# ============================================================
MEDIUM	tests/test_multi_agent.py	464	# ============================================================
MEDIUM	tests/test_multi_agent.py	1217	# ============================================================
MEDIUM	tests/test_multi_agent.py	1219	# ============================================================
MEDIUM	tests/test_image_stock_extractor_litellm.py	78	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	80	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	126	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	128	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	153	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	155	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	216	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	218	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	289	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	291	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	37	# ---------------------------------------------------------------------------
MEDIUM	tests/test_image_stock_extractor_litellm.py	39	# ---------------------------------------------------------------------------
MEDIUM	tests/test_agent_pipeline.py	36	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	38	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1312	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1314	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1343	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1345	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1811	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	1813	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	2501	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	2503	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	2577	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	2579	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	552	# ============================================================
MEDIUM	tests/test_agent_pipeline.py	554	# ============================================================
MEDIUM	tests/test_history_loader.py	15	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	17	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	32	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	34	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	59	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	61	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	82	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	84	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	111	# ------------------------------------------------------------------
MEDIUM	tests/test_history_loader.py	113	# ------------------------------------------------------------------
295 more matches not shown…

Excessive Try-Catch Wrapping670 hits · 648 pts

Severity	File	Line	Snippet
LOW	main.py	78	except Exception as exc: # pragma: no cover - defensive branch
LOW	main.py	464	except Exception as exc: # noqa: BLE001 - stock index freshness must not block analysis.
LOW	main.py	640	except Exception as e:
LOW	main.py	660	except Exception as e:
LOW	main.py	663	except Exception as e:
LOW	main.py	714	except Exception as exc:
LOW	main.py	729	except Exception as exc:
LOW	main.py	789	except Exception as exc:
LOW	main.py	800	except Exception as exc:
LOW	main.py	807	except Exception as exc:
LOW	main.py	864	except Exception as e:
LOW	main.py	1011	except Exception as e:
LOW	tests/test_portfolio_service.py	934	except Exception as exc: # pragma: no cover - asserted below
LOW	tests/test_portfolio_service.py	989	except Exception as exc: # pragma: no cover - asserted below
LOW	tests/longbridge_live_smoke.py	106	except Exception as e:
LOW	tests/test_social_sentiment_service.py	129	except Exception as exc: # pragma: no cover - thread collection
MEDIUM	tests/test_social_sentiment_service.py	125	def worker():
LOW	tests/test_llm_usage.py	195	except Exception as exc:
LOW	tests/test_conversation_manager.py	22	except Exception as exc: # pragma: no cover - failures are asserted below
LOW	tests/test_search_service_concurrency.py	114	except Exception as exc: # pragma: no cover - thread collection
LOW	tests/test_search_service_concurrency.py	171	except Exception as exc: # pragma: no cover - thread collection
LOW	tests/test_search_service_concurrency.py	265	except Exception as exc: # pragma: no cover - thread collection
MEDIUM	tests/test_search_service_concurrency.py	110	def worker():
MEDIUM	tests/test_search_service_concurrency.py	167	def worker():
MEDIUM	tests/test_search_service_concurrency.py	261	def worker():
MEDIUM	tests/test_storage.py	378	def initialize_manager() -> None:
MEDIUM	tests/test_storage.py	387	def use_manager() -> None:
MEDIUM	tests/test_storage.py	470	def construct_directly() -> None:
MEDIUM	tests/test_storage.py	479	def use_get_instance() -> None:
LOW	tests/test_storage.py	383	except Exception as exc:
LOW	tests/test_storage.py	399	except Exception as exc:
LOW	tests/test_storage.py	475	except Exception as exc:
LOW	tests/test_storage.py	491	except Exception as exc:
LOW	tests/test_data_fetcher_prefetch_stock_names.py	291	except Exception as exc: # pragma: no cover - thread collection
MEDIUM	tests/test_data_fetcher_prefetch_stock_names.py	286	def worker():
LOW	tests/test_agent_sse_cleanup.py	50	except Exception as exc:
LOW	tests/test_main_schedule_mode.py	48	except Exception:
LOW	tests/test_main_schedule_mode.py	655	except Exception:
LOW	tests/test_run_diagnostics_p1.py	103	except Exception as exc: # pragma: no cover - exercised by queue behavior
LOW	tests/test_analysis_api_contract.py	29	except Exception: # pragma: no cover - optional dependency environments
LOW	tests/test_analysis_api_contract.py	461	except Exception as exc: # pragma: no cover - exercised via assert below
LOW	tests/test_analysis_api_contract.py	1947	except Exception: # pragma: no cover - optional dependency environments
LOW	tests/test_stooq_fallback.py	12	except Exception:
LOW	tests/test_realtime_types.py	29	except Exception as exc: # pragma: no cover - thread collection
LOW	tests/test_realtime_types.py	56	except Exception as exc: # pragma: no cover - thread collection
LOW	tests/test_realtime_types.py	64	except Exception as exc: # pragma: no cover - thread collection
MEDIUM	tests/test_realtime_types.py	25	def worker():
MEDIUM	tests/test_realtime_types.py	51	def record_success():
MEDIUM	tests/test_realtime_types.py	59	def record_failure():
LOW	data_provider/alphavantage_fetcher.py	60	except Exception as e:
LOW	data_provider/alphavantage_fetcher.py	130	except Exception as e:
LOW	data_provider/alphavantage_fetcher.py	174	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	200	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	351	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	358	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	378	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	385	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	410	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	417	except Exception as e:
LOW	data_provider/yfinance_fetcher.py	503	except Exception:
610 more matches not shown…

Unused Imports385 hits · 330 pts

Severity	File	Line
LOW	server.py	40
LOW	webui.py	18
LOW	main.py	24
LOW	tests/test_portfolio_service.py	4
LOW	tests/test_analysis_context_pack_prompt.py	4
LOW	tests/test_generate_index_from_csv.py	11
LOW	tests/test_generate_index_from_csv.py	11
LOW	tests/test_generate_index_from_csv.py	17
LOW	tests/test_analysis_context_builder.py	4
LOW	tests/test_analysis_context_pack_overview.py	4
LOW	tests/test_market_light_service.py	4
LOW	tests/test_fetch_tushare_stock_list.py	4
LOW	tests/test_multi_agent.py	25
LOW	tests/test_run_diagnostics_p2.py	4
LOW	tests/test_agent_pipeline.py	20
LOW	tests/test_agent_pipeline.py	21
LOW	tests/test_agent_pipeline.py	21
LOW	tests/test_agent_pipeline.py	22
LOW	tests/test_agent_pipeline.py	22
LOW	tests/test_report_integrity.py	16
LOW	tests/test_anspire_search.py	27
LOW	tests/test_anspire_search.py	27
LOW	tests/test_anspire_search.py	28
LOW	tests/test_anspire_search.py	29
LOW	tests/test_analysis_context_pack_schema.py	4
LOW	tests/test_daily_analysis_workflow_llm_env.py	4
LOW	tests/test_alert_api.py	4
LOW	tests/test_alert_api.py	20
LOW	tests/test_stock_index_remote_service.py	4
LOW	tests/test_analysis_integration.py	18
LOW	tests/test_analysis_integration.py	19
LOW	tests/test_history_loader.py	3
LOW	tests/test_market_light_alerts.py	4
LOW	tests/test_agent_frozen_context.py	3
LOW	tests/test_realtime_quote_fallback_logging.py	11
LOW	tests/test_ask_command.py	10
LOW	tests/test_market_analyzer_generate_text.py	21
LOW	tests/test_report_renderer.py	15
LOW	tests/test_agent_executor.py	27
LOW	tests/test_yfinance_fundamental_adapter.py	9
LOW	tests/test_fetcher_logging.py	1
LOW	tests/test_alert_worker.py	4
LOW	tests/test_auth_api.py	19
LOW	tests/test_analyzer_news_prompt.py	9
LOW	tests/test_skill_load_warning.py	9
LOW	tests/test_hk_stock_name_fallback.py	18
LOW	tests/test_get_latest_data.py	21
LOW	tests/test_longbridge_fetcher.py	23
LOW	tests/test_longbridge_fetcher.py	24
LOW	tests/test_import_parser.py	84
LOW	tests/test_import_parser.py	105
LOW	tests/test_stock_code_utils.py	7
LOW	tests/test_refresh_stock_index.py	4
LOW	tests/test_agent_sse_cleanup.py	14
LOW	tests/test_main_schedule_mode.py	8
LOW	tests/test_report_schema.py	18
LOW	tests/test_bot_market_command.py	11
LOW	tests/test_task_queue_config_sync.py	4
LOW	tests/test_chip_structure_fallback.py	15
LOW	tests/test_llm_adapter_provider_trace.py	10
325 more matches not shown…

Deep Nesting180 hits · 130 pts

Severity	File	Line
LOW	main.py	468
LOW	main.py	700
LOW	main.py	776
LOW	tests/test_portfolio_service.py	1153
LOW	tests/test_multi_agent.py	884
LOW	tests/test_multi_agent.py	906
LOW	tests/test_multi_agent.py	921
LOW	tests/test_ask_command.py	281
LOW	tests/test_market_review.py	16
LOW	tests/test_agent_executor.py	93
LOW	tests/test_fetcher_logging.py	127
LOW	tests/test_storage.py	535
LOW	tests/test_auth_status_setup_state.py	103
LOW	tests/test_analysis_api_contract.py	149
LOW	tests/test_analysis_api_contract.py	1629
LOW	data_provider/realtime_types.py	219
LOW	data_provider/realtime_types.py	390
LOW	data_provider/yfinance_fetcher.py	205
LOW	data_provider/yfinance_fetcher.py	320
LOW	data_provider/yfinance_fetcher.py	363
LOW	data_provider/yfinance_fetcher.py	390
LOW	data_provider/fundamental_adapter.py	240
LOW	data_provider/yfinance_fundamental_adapter.py	146
LOW	data_provider/akshare_fetcher.py	605
LOW	data_provider/akshare_fetcher.py	908
LOW	data_provider/akshare_fetcher.py	952
LOW	data_provider/akshare_fetcher.py	1357
LOW	data_provider/akshare_fetcher.py	1686
LOW	data_provider/akshare_fetcher.py	1788
LOW	data_provider/efinance_fetcher.py	805
LOW	data_provider/efinance_fetcher.py	921
LOW	data_provider/efinance_fetcher.py	1049
LOW	data_provider/longbridge_fetcher.py	145
LOW	data_provider/longbridge_fetcher.py	489
LOW	data_provider/longbridge_fetcher.py	626
LOW	data_provider/tushare_fetcher.py	778
LOW	data_provider/tushare_fetcher.py	849
LOW	data_provider/tushare_fetcher.py	930
LOW	data_provider/baostock_fetcher.py	290
LOW	data_provider/baostock_fetcher.py	337
LOW	data_provider/pytdx_fetcher.py	48
LOW	data_provider/pytdx_fetcher.py	185
LOW	data_provider/pytdx_fetcher.py	283
LOW	data_provider/base.py	756
LOW	data_provider/base.py	928
LOW	data_provider/base.py	1123
LOW	data_provider/base.py	1431
LOW	data_provider/base.py	1722
LOW	data_provider/base.py	1750
LOW	data_provider/base.py	1933
LOW	data_provider/base.py	2002
LOW	data_provider/base.py	2315
LOW	data_provider/base.py	2520
LOW	scripts/generate_index_from_csv.py	85
LOW	scripts/generate_index_from_csv.py	393
LOW	scripts/generate_index_from_csv.py	583
LOW	scripts/generate_stock_index.py	101
LOW	scripts/check_env.py	218
LOW	scripts/refresh_stock_index.py	33
LOW	scripts/fetch_tushare_stock_list.py	295
120 more matches not shown…

Docstring Block Structure18 hits · 90 pts

Severity	File	Line	Snippet
HIGH	data_provider/yfinance_fetcher.py	82	转换股票代码为 Yahoo Finance 格式 Yahoo Finance 代码格式： - A股沪市：600519.SS (Shanghai Stock Exchange)
HIGH	data_provider/us_index_mapping.py	47	判断代码是否为美股指数符号。 Args: code: 股票/指数代码，如 'SPX', 'DJI' Returns: True 表示是已知美股指数符号，否则 False
HIGH	data_provider/us_index_mapping.py	66	判断代码是否为美股股票符号（排除美股指数）。美股股票代码为 1-5 个大写字母，可选 .X 后缀如 BRK.B。美股指数（SPX、DJI 等）明确排除。 Args: code: 股票
HIGH	data_provider/us_index_mapping.py	98	获取美股指数的 Yahoo Finance 符号与中文名称。 Args: code: 用户输入，如 'SPX', '^GSPC', 'DJI' Returns: (yf_symb
HIGH	data_provider/akshare_fetcher.py	210	判断代码是否为美股股票（不包括美股指数）。委托给 us_index_mapping 模块的 is_us_stock_code()。 Args: stock_code: 股票代码 Re
HIGH	data_provider/base.py	1130	获取日线数据（自动切换数据源）故障切换策略： 1. 美股指数/美股股票直接路由到 YfinanceFetcher 2. 其他代码从最高优先级数据源开始尝试
HIGH	api/v1/endpoints/stocks.py	254	获取股票实时行情获取指定股票的最新行情数据 Args: stock_code: 股票代码（如 600519、00700、AAPL） Returns:
HIGH	api/v1/endpoints/analysis.py	233	触发股票分析启动 AI 智能分析任务，支持单只或多只股票批量分析流程： 1. 校验请求参数 2. 异步模式：检查重复 -> 提交任务队列 -> 返回 202 3. 同
HIGH	api/v1/endpoints/analysis.py	823	查询分析任务状态优先从任务队列查询，如果不存在则从数据库查询历史记录 Args: task_id: 任务 ID Returns: Ta
HIGH	api/v1/endpoints/history.py	198	获取历史报告详情根据分析历史记录主键 ID 或 query_id 获取完整的历史分析报告。优先尝试按主键 ID（整数）查询，若参数不是合法整数则按 query_id 查询。 Args
HIGH	api/v1/endpoints/history.py	456	获取历史报告的 Markdown 格式内容根据分析历史记录 ID 或 query_id 生成与推送通知格式一致的 Markdown 报告。 Args: record_id: 分析历史记录主键
HIGH	src/agent/skills/base.py	141	Load a single Skill from a YAML file. The YAML file must contain at minimum: ``name``, ``display_name``, ``desc
HIGH	src/services/stock_service.py	94	获取股票历史行情 Args: stock_code: 股票代码 period: K 线周期 (daily/weekly/monthly)
HIGH	src/services/task_queue.py	316	Submit a single analysis task. Args: stock_code: Stock code stock_name: Option
HIGH	src/services/image_stock_extractor.py	287	从图片中提取股票代码及名称（使用 Vision LLM）。优先级：Gemini -> Anthropic -> OpenAI（首个可用）。支持多 Key 轮询与重试（最多 3 次，指数退避）。 Ar
HIGH	src/services/history_service.py	354	Delete specified analysis history records. Args: record_ids: List of history record primar
HIGH	src/services/history_service.py	505	Generate a Markdown report for a single analysis history record. This method reconstructs an AnalysisR
HIGH	src/services/import_parser.py	129	Parse file bytes (CSV/Excel) into items. Args: data: File content bytes. filename: Optional fi

Cross-Language Confusion9 hits · 54 pts

Severity	File	Line	Snippet
HIGH	tests/test_chip_structure_fallback.py	218	"""When LLM returns data_perspective: null, fill should still work."""
HIGH	tests/test_bot_dispatcher_async.py	96	content='{"intent":"analysis","codes":["600519"],"strategy":null}',
HIGH	data_provider/longbridge_fetcher.py	85	GitHub Actions sets ``LONGBRIDGE_HTTP_URL: ${{ vars.X \|\| secrets.X }}``
HIGH	scripts/check_static_assets.py	84	"`cd apps/dsa-web && npm install && npm run build`.",
HIGH	bot/dispatcher.py	396	{"intent":"analysis","codes":["600519","000858"],"strategy":null}
HIGH	bot/dispatcher.py	402	{"intent":"chat","codes":[],"strategy":null}
HIGH	bot/dispatcher.py	405	{"intent":"none","codes":[],"strategy":null}
HIGH	bot/dispatcher.py	408	{"intent":"analysis","codes":["600519"],"strategy":null}
HIGH	bot/dispatcher.py	411	{"intent":"analysis","codes":[],"strategy":null}

Verbosity Indicators25 hits · 43 pts

Severity	File	Line	Snippet
LOW	tests/test_notification_sender.py	941	# Step 2: upload must send raw bytes (not multipart) to match declared length
LOW	tests/longbridge_live_smoke.py	100	# Step 1: yfinance only
LOW	tests/longbridge_live_smoke.py	126	# Step 2: Supplement from Longbridge
LOW	tests/test_agent_executor.py	216	# Step 1: LLM requests tool call
LOW	tests/test_agent_executor.py	225	# Step 2: LLM returns final text
LOW	data_provider/base.py	447	# Step 1: 获取原始数据
LOW	data_provider/base.py	453	# Step 2: 标准化列名
LOW	data_provider/base.py	456	# Step 3: 数据清洗
LOW	data_provider/base.py	459	# Step 4: 计算技术指标
LOW	src/core/pipeline.py	333	# Step 2: 获取筹码分布 - 使用统一入口，带熔断保护
LOW	src/core/pipeline.py	307	# Step 1: 获取实时行情（量比、换手率等）- 使用统一入口，自动故障切换
LOW	src/core/pipeline.py	398	# Step 3: 趋势分析（基于交易理念）— 在 Agent 分支之前执行，供两条路径共用
LOW	src/core/pipeline.py	433	# Step 4: 多维度情报搜索（最新消息+风险排查+业绩预期）
LOW	src/core/pipeline.py	488	# Step 5: 获取分析上下文（技术面数据）
LOW	src/core/pipeline.py	506	# Step 6: 增强上下文数据（添加实时行情、筹码、趋势分析结果、股票名称）
LOW	src/core/pipeline.py	517	# Step 7: 调用 AI 分析（传入增强的上下文和新闻）
LOW	src/core/pipeline.py	611	# Step 8: 保存分析历史记录
LOW	src/core/pipeline.py	2074	# Step 1: 获取并保存数据
LOW	src/core/pipeline.py	2085	# Step 2: AI 分析
LOW	src/notification_sender/telegram_sender.py	322	# Step 1: temporarily protect markdown links
LOW	src/notification_sender/telegram_sender.py	331	# Step 2: escape remaining special chars
LOW	src/notification_sender/telegram_sender.py	335	# Step 3: restore links
LOW	src/notification_sender/slack_sender.py	186	# Step 1: 获取上传 URL
LOW	src/notification_sender/slack_sender.py	204	# Step 2: 上传文件内容（raw body，不能用 multipart）
LOW	src/notification_sender/slack_sender.py	215	# Step 3: 完成上传并分享到频道

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet
CRITICAL	bot/platforms/feishu_stream.py	135	response = self._client.im.v1.message.reply(request)
CRITICAL	bot/platforms/feishu_stream.py	148	response = self._client.im.v1.message.create(request)
CRITICAL	src/feishu_doc.py	55	response = self.client.docx.v1.document.create(create_request)
CRITICAL	src/feishu_doc.py	87	write_resp = self.client.docx.v1.document_block_children.create(batch_add_request)

Cross-File Repetition8 hits · 40 pts

Severity	File	Snippet
HIGH	data_provider/efinance_fetcher.py	判断代码是否为美股美股代码规则： - 1-5个大写字母，如 'aapl', 'tsla' - 可能包含 '.'，如 'brk.b'
HIGH	data_provider/tushare_fetcher.py	判断代码是否为美股美股代码规则： - 1-5个大写字母，如 'aapl', 'tsla' - 可能包含 '.'，如 'brk.b'
HIGH	data_provider/baostock_fetcher.py	判断代码是否为美股美股代码规则： - 1-5个大写字母，如 'aapl', 'tsla' - 可能包含 '.'，如 'brk.b'
HIGH	data_provider/pytdx_fetcher.py	判断代码是否为美股美股代码规则： - 1-5个大写字母，如 'aapl', 'tsla' - 可能包含 '.'，如 'brk.b'
HIGH	src/agent/memory.py	compatibility wrapper for legacy strategy-based callers.
HIGH	src/agent/memory.py	compatibility wrapper for legacy strategy-based callers.
HIGH	src/agent/skills/router.py	compatibility wrapper for legacy strategy-based callers.
HIGH	src/services/backtest_service.py	compatibility wrapper for legacy strategy-based callers.

Magic Placeholder Names4 hits · 20 pts

Severity	File	Line	Snippet
HIGH	tests/test_anspire_search.py	547	print(" Windows PowerShell: $env:ANSPIRE_API_KEYS=\"your_api_key\"")
HIGH	tests/test_anspire_search.py	548	print(" Linux/Mac: export ANSPIRE_API_KEYS=\"your_api_key\"")
HIGH	tests/test_anspire_search.py	618	print(" Windows PowerShell: $env:ANSPIRE_API_KEYS=\"your_api_key\"")
HIGH	tests/test_anspire_search.py	619	print(" Linux/Mac: export ANSPIRE_API_KEYS=\"your_api_key\"")

Self-Referential Comments3 hits · 8 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_agent_pipeline.py	2589	# Create a fresh Skill with default enabled=False
MEDIUM	tests/test_agent_registry.py	806	# Create a custom directory with an overriding strategy
MEDIUM	tests/test_agent_registry.py	679	# Create an invalid YAML file (should be skipped)

Over-Commented Block8 hits · 8 pts

Severity	File	Line	Snippet
LOW	tests/test_stock_analyzer_bias.py	161	trend_status=TrendStatus.BULL,
LOW	docs/LLM_CONFIG_GUIDE.md	41	# Anspire Open API Keys（支持多个，逗号分隔）
LOW	docs/examples/litellm_config.example.yaml	1	# ===================================
LOW	docs/examples/litellm_config.example.yaml	61	- model_name: gemini/gemini-2.5-flash
LOW	docs/examples/litellm_config.example.yaml	81	# litellm_params:
LOW	scripts/test.sh	1	#!/bin/bash
LOW	src/config.py	881	market_review_region: str = "cn"
LOW	src/market_analyzer.py	401

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_market_analyzer_generate_text.py	298
MEDIUM	tests/test_llm_param_recovery.py	169

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet
LOW	src/config.py	373	# Check if the prefix is a known LiteLLM provider; if so, keep it.

Fake / Example Data2 hits · 1 pts

Severity	File	Line	Snippet
LOW	tests/test_config_env_compat.py	477	"EMAIL_GROUP_1": "user@example.com",
LOW	tests/test_config_env_compat.py	485	self.assertEqual(emails, ["user@example.com"])

AI Slop Vocabulary1 hit · 1 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_agent_pipeline.py	2506	"""Test the _safe_int helper for robust sentiment_score parsing."""

Score History

Severity Breakdown

Pattern Findings