NewFuture/DDNS

27.3

Adjusted Score

27.3

Raw Score

100%

Time Factor

2026-08-08

Last Push

4.7K

Stars

Python

Language

49.7K

Lines of Code

198

Files

1.0K

Pattern Hits

2026-08-09

Scan Date

0.29

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

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

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 0HIGH 57MEDIUM 24LOW 944

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 1025 distinct pattern matches across 18 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 Identifiers737 hits · 758 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_provider_he.py	22	def test_init_with_basic_config(self):	CODE
LOW⚡	tests/test_provider_he.py	41	def test_validate_success_with_token_only(self):	CODE
LOW⚡	tests/test_provider_he.py	47	def test_validate_fails_with_id(self):	CODE
LOW⚡	tests/test_provider_he.py	53	def test_validate_fails_without_token(self):	CODE
LOW⚡	tests/test_provider_he.py	60	def test_set_record_success_good_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	84	def test_set_record_success_nochg_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	126	def test_set_record_with_all_parameters(self, mock_http):	CODE
LOW	tests/test_provider_he.py	147	def test_set_record_empty_response_error(self, mock_http):	CODE
LOW	tests/test_provider_he.py	161	def test_set_record_none_response_error(self, mock_http):	CODE
LOW	tests/test_provider_he.py	179	def test_set_record_http_exception(self, mock_http):	CODE
LOW	tests/test_provider_he.py	197	def test_set_record_error_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	211	def test_set_record_abuse_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	225	def test_set_record_notfqdn_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	239	def test_set_record_partial_good_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	255	def test_set_record_partial_nochg_response(self, mock_http):	CODE
LOW	tests/test_provider_he.py	270	def test_set_record_logger_info_called(self):	CODE
LOW	tests/test_provider_he.py	285	def test_set_record_logger_info_on_success(self):	CODE
LOW	tests/test_provider_he.py	301	def test_set_record_logger_error_called(self):	CODE
LOW	tests/test_provider_he.py	358	def test_full_workflow_error_handling(self):	CODE
LOW	tests/test_config_init.py	80	def test_load_config_basic_integration(self):	CODE
LOW	tests/test_config_init.py	98	def test_load_config_priority_order_integration(self):	CODE
LOW	tests/test_config_init.py	131	def test_load_config_file_paths_integration(self):	CODE
LOW	tests/test_config_init.py	163	def test_load_config_default_locations(self, mock_expanduser, mock_exists, mock_cli, mock_json, mock_env):	CODE
LOW	tests/test_config_init.py	186	def test_load_config_missing_files_integration(self):	CODE
LOW	tests/test_config_init.py	200	def test_load_config_doc_string_format_integration(self):	CODE
LOW	tests/test_config_init.py	218	def test_load_config_config_object_creation(self, mock_exists, mock_cli, mock_json, mock_env):	CODE
LOW	tests/test_config_init.py	255	def test_load_config_integration(self, mock_exists, mock_cli, mock_json, mock_env):	CODE
LOW	tests/test_config_init.py	290	def test_load_config_parameter_validation_and_edge_cases(self):	CODE
LOW	tests/test_config_init.py	317	def test_config_file_discovery_integration(self):	CODE
LOW	tests/test_config_init.py	348	def test_environment_config_integration(self):	CODE
LOW	tests/test_config_init.py	377	def test_config_merging_without_mocks(self):	CODE
LOW	tests/test_config_init.py	395	def test_array_parameter_processing_integration(self):	CODE
LOW	tests/test_config_init.py	417	def test_file_parsing_fallback_integration(self):	CODE
LOW	tests/test_config_init.py	432	def test_special_value_handling_integration(self):	CODE
LOW	tests/test_provider__signature.py	48	def test_alibaba_cloud_official_example(self):	CODE
LOW	tests/test_provider__signature.py	90	def test_huawei_cloud_official_example(self):	CODE
LOW	tests/test_provider__signature.py	129	def test_tencent_cloud_official_example(self):	CODE
LOW	tests/test_provider__signature.py	208	def test_header_normalization(self):	CODE
LOW	tests/test_provider__signature.py	242	def test_reproducible_signatures(self):	CODE
LOW	tests/test_config_cli_extra.py	23	def test_cli_extra_single_field(self):	CODE
LOW	tests/test_config_cli_extra.py	30	def test_cli_extra_multiple_fields(self):	CODE
LOW	tests/test_config_cli_extra.py	49	def test_cli_extra_with_standard_args(self):	CODE
LOW⚡	tests/test_config_cli_extra.py	71	def test_cli_extra_flag_without_value(self):	CODE
LOW⚡	tests/test_config_cli_extra.py	78	def test_cli_extra_with_dots_in_name(self):	CODE
LOW⚡	tests/test_config_cli_extra.py	86	def test_cli_extra_empty_value(self):	CODE
LOW⚡	tests/test_config_cli_extra.py	93	def test_cli_extra_numeric_values(self):	CODE
LOW⚡	tests/test_config_cli_extra.py	100	def test_cli_extra_special_characters(self):	CODE
LOW	tests/test_provider_base_simple.py	30	def test_init_with_basic_config(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	55	def test_init_with_verify_ssl_string(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	60	def test_init_with_verify_ssl_false(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	65	def test_init_with_verify_ssl_truthy_value(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	70	def test_init_with_verify_ssl_falsy_value(self):	CODE
LOW	tests/test_provider_base_simple.py	81	def test_validate_missing_token(self):	CODE
LOW	tests/test_provider_base_simple.py	93	def test_validate_empty_token(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	109	def test_mask_sensitive_data_basic(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	119	def test_mask_sensitive_data_short_token(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	129	def test_mask_sensitive_data_empty_data(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	137	def test_mask_sensitive_data_none_data(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	145	def test_mask_sensitive_data_no_token(self):	CODE
LOW⚡	tests/test_provider_base_simple.py	156	def test_mask_sensitive_data_long_token(self):	CODE
677 more matches not shown…

Cross-File Repetition38 hits · 190 pts

Severity	File	Snippet	Context
HIGH	tests/test_provider_he.py	test set_record method with all optional parameters	STRING
HIGH	tests/test_provider_debug.py	test set_record method with all optional parameters	STRING
HIGH	tests/test_provider_noip.py	test set_record method with all optional parameters	STRING
HIGH	tests/test_provider_dnspod.py	test _query_zone_id method with successful response	STRING
HIGH	tests/test_provider_dnscom.py	test _query_zone_id method with successful response	STRING
HIGH	tests/test_provider_cloudflare.py	test _query_zone_id method with successful response	STRING
HIGH	tests/test_provider_huaweidns.py	test _query_zone_id method with successful response	STRING
HIGH	tests/test_provider_dnspod.py	test _query_zone_id method when domain is not found	STRING
HIGH	tests/test_provider_dnscom.py	test _query_zone_id method when domain is not found	STRING
HIGH	tests/test_provider_cloudflare.py	test _query_zone_id method when domain is not found	STRING
HIGH	tests/test_provider_huaweidns.py	test _query_zone_id method when domain is not found	STRING
HIGH	tests/test_provider_dnspod.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_dnscom.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_cloudflare.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_cloudns.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_alidns.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_huaweidns.py	test _create_record method with successful creation	STRING
HIGH	tests/test_provider_dnspod.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_namesilo.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_tencentcloud.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_dnscom.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_alidns.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_huaweidns.py	test that extra parameters take priority over old_record values	STRING
HIGH	tests/test_provider_dnspod.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_provider_dnscom.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_provider_cloudflare.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_provider_cloudns.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_provider_alidns.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_provider_huaweidns.py	test complete workflow for updating an existing record	STRING
HIGH	tests/test_scheduler_systemd.py	test real scheduler methods that don't modify system state	STRING
HIGH	tests/test_scheduler_schtasks.py	test real scheduler methods that don't modify system state	STRING
HIGH	tests/test_scheduler_launchd.py	test real scheduler methods that don't modify system state	STRING
HIGH	tests/test_scheduler_cron.py	test real scheduler methods that don't modify system state	STRING
HIGH	tests/test_provider_dnscom.py	test _query_record when no matching record is found	STRING
HIGH	tests/test_provider_cloudflare.py	test _query_record when no matching record is found	STRING
HIGH	tests/test_provider_alidns.py	test _query_record when no matching record is found	STRING
HIGH	tests/test_provider_huaweidns.py	test _query_record when no matching record is found	STRING
HIGH	tests/test_provider_cloudns.py	test _query_record when no matching record is found	STRING

Excessive Try-Catch Wrapping72 hits · 83 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_util_http.py	297	except Exception as e:	CODE
LOW	tests/test_util_http.py	321	except Exception as e:	CODE
LOW	tests/test_util_http.py	340	except Exception as e:	CODE
LOW	tests/test_util_http.py	359	except Exception as e:	CODE
LOW	tests/test_util_http.py	437	except Exception as e:	CODE
LOW	tests/test_util_http.py	490	except Exception as e:	CODE
LOW	tests/test_config_cli_task.py	402	except Exception as e:	CODE
LOW	tests/test_provider_callback.py	367	except Exception as e:	CODE
LOW	tests/test_provider_callback.py	419	except Exception as e:	CODE
LOW⚡	tests/test_provider_namesilo.py	37	except Exception as e:	CODE
LOW⚡	tests/test_provider_namesilo.py	52	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_systemd.py	137	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	165	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	176	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	204	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	246	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	320	except Exception:	CODE
LOW⚡	tests/test_scheduler_systemd.py	332	except Exception:	CODE
LOW	tests/test_scheduler_systemd.py	149	except Exception:	CODE
LOW	tests/test_scheduler_systemd.py	300	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_schtasks.py	312	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_schtasks.py	317	except Exception:	CODE
LOW⚡	tests/test_scheduler_schtasks.py	325	except Exception:	CODE
LOW⚡	tests/test_scheduler_init.py	49	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_init.py	81	except Exception:	CODE
LOW⚡	tests/test_scheduler_init.py	103	except Exception:	CODE
LOW⚡	tests/test_scheduler_init.py	127	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_init.py	135	except Exception as e:	CODE
LOW⚡	tests/test_scheduler_init.py	148	except Exception as e:	CODE
LOW	tests/test_scheduler_init.py	244	except Exception as e:	CODE
LOW	tests/test_util_http_proxy_list.py	149	except Exception as e:	CODE
LOW	tests/test_util_http_proxy_list.py	203	except Exception as e:	CODE
LOW	tests/test_util_fileio.py	340	except Exception:	CODE
LOW⚡	tests/test_config_file_remote.py	292	except Exception:	CODE
LOW⚡	tests/test_config_file_remote.py	302	except Exception:	CODE
LOW	tests/test_config_file_remote.py	387	except Exception as e:	CODE
LOW	tests/test_scheduler_launchd.py	213	except Exception:	CODE
LOW	tests/test_scheduler_launchd.py	224	except Exception:	CODE
LOW	tests/test_scheduler_launchd.py	333	except Exception:	CODE
LOW	tests/test_scheduler_launchd.py	344	except Exception:	CODE
LOW⚡	tests/test_scheduler_cron.py	191	except Exception:	CODE
LOW	tests/test_scheduler_cron.py	211	except Exception:	CODE
LOW	tests/test_scheduler_cron.py	222	except Exception:	CODE
LOW	docs/en/dev/config.md	311	except Exception as e:	CODE
MEDIUM	docs/en/dev/config.md	308	def __init__(self, ...):	CODE
LOW	.github/patch.py	284	except Exception as e:	CODE
MEDIUM	.github/patch.py	285	print("Error fetching tag:", e)	CODE
MEDIUM	.github/scripts/update_agents_structure.py	40	print("Error: AGENTS.md not found")	CODE
LOW	ddns/cache.py	56	except Exception as e:	CODE
LOW	ddns/ip.py	77	except Exception as e:	CODE
LOW	ddns/ip.py	94	except Exception as e:	CODE
MEDIUM	ddns/ip.py	66	def _open(url, reg):	CODE
LOW	ddns/__main__.py	49	except Exception as e:	CODE
LOW	ddns/__main__.py	94	except Exception as e:	CODE
LOW	ddns/util/http.py	133	except Exception as e:	CODE
LOW	ddns/util/http.py	283	except Exception as e:	CODE
LOW	ddns/util/try_run.py	31	except Exception as e: # noqa: BLE001 - broad for subprocess safety	CODE
LOW	ddns/util/try_run.py	35	except Exception:	CODE
LOW	ddns/util/fileio.py	39	except Exception:	CODE
LOW	ddns/util/fileio.py	58	except Exception:	CODE
12 more matches not shown…

Redundant / Tautological Comments32 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_provider_callback.py	324	# Check if the response contains the expected strings	COMMENT
LOW⚡	tests/test_scheduler_systemd.py	130	# Check if systemctl command is available	COMMENT
LOW⚡	tests/test_scheduler_systemd.py	171	# Check if systemctl command is available	COMMENT
LOW⚡	tests/test_scheduler_systemd.py	199	# Check if systemctl command is available	COMMENT
LOW⚡	tests/test_scheduler_systemd.py	241	# Check if systemctl command is available	COMMENT
LOW⚡	tests/test_scheduler_systemd.py	327	# Check if systemctl command is available	COMMENT
LOW⚡	tests/test_scheduler_init.py	88	# Check if systemd is running and we have systemctl	COMMENT
LOW⚡	tests/test_scheduler_init.py	95	# Check if cron is available	COMMENT
LOW⚡	tests/test_scheduler_init.py	98	# Check if we're on macOS and launchctl is available	COMMENT
LOW⚡	tests/test_scheduler_init.py	101	# Check if we're on Windows and schtasks is available	COMMENT
LOW	tests/test_scheduler_launchd.py	308	# Check if launchctl is available first	COMMENT
LOW⚡	tests/test_scheduler_cron.py	184	# Check if crontab command is available	COMMENT
LOW	tests/test_scheduler_cron.py	206	# Check if crontab is available first	COMMENT
LOW	tests/test_cache.py	496	# Read the file and verify it's valid JSON	COMMENT
LOW	tests/scripts/test-task-cron.sh	15	# Check if DDNS command is provided as argument	COMMENT
LOW	tests/scripts/test-task-cron.sh	26	# Check if cron is available	COMMENT
LOW	tests/scripts/test-task-cron.sh	93	# Set environment to prefer cron over systemd	COMMENT
LOW	tests/scripts/test-task-systemd.sh	15	# Check if DDNS command is provided as argument	COMMENT
LOW	tests/scripts/test-task-systemd.sh	26	# Check if systemd is available	COMMENT
LOW	tests/scripts/test-task-macos.sh	15	# Check if DDNS command is provided as argument	COMMENT
LOW	tests/scripts/test-task-macos.sh	123	# Check if we're actually on macOS	COMMENT
LOW	docs/public/install.sh	174	# Check if running on supported OS	COMMENT
LOW	docs/public/install.sh	432	# Check if install directory exists and create if needed	COMMENT
LOW	docs/public/install.sh	445	# Check if already exists and not forcing	COMMENT
LOW	docs/public/install.sh	463	# Check if it's a permission issue and try with sudo	COMMENT
LOW	docs/public/install.sh	550	# Check if installation directory is in PATH	COMMENT
LOW	.github/scripts/update_agents_structure.py	97	# Check if any changes are in docs/ directory	COMMENT
LOW	ddns/config/cli.py	295	# Check if there's a value for this argument	COMMENT
LOW	ddns/config/cli.py	346	# Check if task is installed for enable/disable	COMMENT
LOW	ddns/provider/cloudns.py	102	# Check if it's an error response (has status field)	COMMENT
LOW	ddns/scheduler/systemd.py	44	# Check if timer is enabled	COMMENT
LOW	ddns/scheduler/__init__.py	49	# Check if launchd directories exist	COMMENT

Self-Referential Comments14 hits · 45 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_config_init.py	202	# Create a minimal config to avoid auto-generation	COMMENT
MEDIUM⚡	tests/test_config_cli.py	179	# Create an action and test its basic properties	COMMENT
MEDIUM⚡	tests/test_config_file.py	272	# Create a file and remove read permissions	COMMENT
MEDIUM	tests/test_config_file.py	368	# Create a directory and remove write permissions	COMMENT
MEDIUM	tests/test_config_file.py	430	# Create a large config with many keys	COMMENT
MEDIUM	tests/test_config_schema_v4_1.py	109	# Create a traditional single config	COMMENT
MEDIUM	tests/test_config_schema_v4_1.py	286	# Create a temp log file path	COMMENT
MEDIUM	tests/test_config_file_remote.py	253	# Create a local test file	COMMENT
MEDIUM	tests/test_cache.py	22	# Create a temporary directory for test cache files	COMMENT
MEDIUM	tests/test_cache.py	309	# Create a corrupted cache file	COMMENT
MEDIUM	tests/test_cache.py	319	# Create a file first	COMMENT
MEDIUM	tests/test_cache.py	566	# Create a cache file with some data	COMMENT
MEDIUM	tests/test_cache.py	598	# Create an empty cache file	COMMENT
MEDIUM	tests/test_cache.py	620	# Create a cache file with test data	COMMENT

Docstring Block Structure8 hits · 40 pts

Severity	File	Line	Snippet	Context
HIGH	.github/instructions/python.instructions.md	166	Create a new DNS record in the specified zone. Args: zone_id (str): DNS zone identifier na	STRING
HIGH	ddns/util/comment.py	11	移除字符串中的单行注释。支持 # 和 // 两种注释风格。 Args: content (str): 包含注释的字符串内容 Returns: str: 移除注释后的字符	STRING
HIGH	ddns/util/http.py	70	发送HTTP/HTTPS请求，支持自动重试和类似requests.request的参数接口 Args: method (str): HTTP方法，如GET、POST等 url (str):	STRING
HIGH	ddns/util/fileio.py	63	Read file content with UTF-8 encoding, raise exception if failed Args: file_path (str): Path to the fi	STRING
HIGH	ddns/config/file.py	74	加载配置文件并返回配置字典或配置字典数组。支持本地文件和远程HTTP(S) URL。对于单个对象返回dict，对于数组返回list[dict]。优先尝试JSON解析，失败后尝试AST解析。	STRING
HIGH	ddns/config/file.py	137	保存配置到文件。 Args: config_path (str): 配置文件路径 config (dict): 配置字典 Returns: bool: 保存成功返	STRING
HIGH	ddns/provider/_base.py	176	发送 HTTP/HTTPS 请求，自动根据 API/url 选择协议。 Args: method (str): 请求方法，如 GET、POST url (s	STRING
HIGH	ddns/scheduler/__init__.py	25	Factory function to get appropriate scheduler based on platform or user preference Args: scheduler: Sc	STRING

Cross-Language Confusion5 hits · 38 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/test_config_file.py	179	"ttl": null,	CODE
HIGH⚡	tests/test_config_file.py	180	"line": null,	CODE
HIGH⚡	tests/test_scheduler_cron.py	151	self.assertIn("/5 * * * cd /path && python3 -m ddns # DDNS: auto-update", cron_entry)	CODE
HIGH⚡	tests/test_scheduler_cron.py	156	mock_run.return_value = "/5 * * * cd /path && python3 -m ddns # DDNS: auto-update"	CODE
HIGH⚡	tests/test_scheduler_cron.py	170	mock_run.return_value = "/5 * * * cd /path && python3 -m ddns # DDNS: auto-update\nother cron job"	CODE

Magic Placeholder Names6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	docs/providers/51dns.md	27	"id": "your_api_key", // 51DNS API Key	CODE
HIGH	docs/providers/51dns.md	38	"id": "your_api_key", // 51DNS API Key	CODE
HIGH	docs/providers/README.md	50	ddns --dns cloudflare --id user@example.com --token your_api_key --ipv4 ddns.newfuture.cc	CODE
HIGH	docs/en/providers/51dns.md	27	"id": "your_api_key", // 51DNS API Key	CODE
HIGH	docs/en/providers/51dns.md	38	"id": "your_api_key", // 51DNS API Key	CODE
HIGH	docs/en/providers/README.md	49	ddns --dns cloudflare --id user@example.com --token your_api_key --ipv4 ddns.newfuture.cc	CODE

Unused Imports28 hits · 27 pts

Severity	File	Line	Context
LOW	tests/base_test.py	7	CODE
LOW	tests/test_util_http.py	8	CODE
LOW	tests/test_config_file.py	8	CODE
LOW	tests/__init__.py	8	CODE
LOW	tests/__init__.py	11	CODE
LOW	tests/__init__.py	12	CODE
LOW	tests/__init__.py	12	CODE
LOW	tests/__init__.py	12	CODE
LOW	tests/__init__.py	14	CODE
LOW	tests/__init__.py	14	CODE
LOW	tests/__init__.py	14	CODE
LOW	tests/__init__.py	15	CODE
LOW	tests/test_util_comment.py	7	CODE
LOW	tests/test_ip.py	9	CODE
LOW	tests/test_config_schema_v4_1.py	8	CODE
LOW	tests/test_util_http_retry.py	7	CODE
LOW	tests/test_config_file_remote.py	8	CODE
LOW	ddns/cache.py	7	CODE
LOW	ddns/__main__.py	15	CODE
LOW	ddns/__main__.py	16	CODE
LOW	ddns/util/http.py	29	CODE
LOW	ddns/util/http.py	29	CODE
LOW	ddns/util/http.py	42	CODE
LOW	ddns/util/http.py	42	CODE
LOW	ddns/provider/_base.py	60	CODE
LOW	ddns/provider/__init__.py	2	CODE
LOW	ddns/scheduler/_base.py	9	CODE
LOW	ddns/scheduler/__init__.py	16	CODE

Deep Nesting27 hits · 24 pts

Severity	File	Line	Context
LOW	tests/test_util_http.py	46	CODE
LOW	tests/test_util_http.py	406	CODE
LOW	tests/test_util_http.py	460	CODE
LOW	tests/test_config_cli_task.py	368	CODE
LOW	tests/test_scheduler_systemd.py	239	CODE
LOW	tests/test_scheduler_init.py	84	CODE
LOW	tests/test_util_http_proxy_list.py	125	CODE
LOW	tests/test_util_http_proxy_list.py	164	CODE
LOW	tests/test_scheduler_launchd.py	351	CODE
LOW	tests/test_scheduler_cron.py	92	CODE
LOW	.github/patch.py	183	CODE
LOW	.github/scripts/update_agents_structure.py	15	CODE
LOW	ddns/__main__.py	60	CODE
LOW	ddns/util/comment.py	41	CODE
LOW	ddns/util/http.py	239	CODE
LOW	ddns/util/http.py	301	CODE
LOW	ddns/config/config.py	190	CODE
LOW	ddns/config/file.py	43	CODE
LOW	ddns/config/file.py	72	CODE
LOW	ddns/provider/_base.py	174	CODE
LOW	ddns/provider/west.py	117	CODE
LOW	ddns/provider/edgeone.py	24	CODE
LOW	ddns/provider/edgeone.py	42	CODE
LOW	ddns/provider/noip.py	43	CODE
LOW	ddns/scheduler/_base.py	27	CODE
LOW	ddns/scheduler/cron.py	86	CODE
LOW	ddns/scheduler/__init__.py	23	CODE

Fake / Example Data22 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_provider_base_simple.py	169	provider = _TestableSimpleProvider("user@example.com", "secret_token_123")	CODE
LOW⚡	tests/test_provider_base_simple.py	173	id_encoded = quote("user@example.com", safe="")	CODE
LOW	tests/test_config_init_multi.py	111	"id": "user@example.com",	CODE
LOW	tests/test_config_init_multi.py	170	"id": "user@example.com",	CODE
LOW	tests/test_config_init_multi.py	216	"id": "user@example.com",	CODE
LOW	tests/test_config_cli.py	447	"user@example.com",	CODE
LOW	tests/test_config_cli.py	481	self.assertEqual(config["id"], "user@example.com")	CODE
LOW⚡	tests/test_config_file.py	214	"id": "user@example.com",	CODE
LOW⚡	tests/test_config_file.py	222	self.assertEqual(config["id"], "user@example.com")	CODE
LOW	tests/test_config_file.py	712	"providers": [{"provider": "debug", "token": "dummy_token", "ipv4": ["test.example.com"]}],	CODE
LOW	tests/test_config_file.py	724	self.assertEqual(config["token"], "dummy_token")	CODE
LOW⚡	tests/test_provider_west.py	75	provider = WestProvider("user@example.com", "md5_api_password")	CODE
LOW⚡	tests/test_provider_west.py	77	self.assertEqual(params, {"username": "user@example.com", "apikey": "md5_api_password"})	CODE
LOW	tests/test_config_config.py	241	"id": "user@example.com",	CODE
LOW	docs/config/env.md	18	\| `DDNS_ID` \| 依 DNS 服务商而定	CODE
LOW	docs/providers/README.md	91	"id": "user@example.com",	CODE
LOW	docs/providers/README.md	127	"id": "user@example.com",	CODE
LOW	docs/en/config/env.md	18	\| `DDNS_ID` \| Depends on the provider	CODE
LOW	docs/en/config/env.md	77	export DDNS_ID="user@example.com"	CODE
LOW	docs/en/config/env.md	536	export DDNS_ID="user@example.com"	CODE
LOW	docs/en/providers/README.md	87	"id": "user@example.com",	CODE
LOW	docs/en/providers/README.md	123	"id": "user@example.com",	CODE

Structural Annotation Overuse13 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	docs/en/dev/config.md	56	### Step 1: Update JSON Schema	COMMENT
LOW	docs/en/dev/config.md	72	### Step 2: Add CLI Parameter	COMMENT
LOW	docs/en/dev/config.md	88	### Step 3: Add Environment Variable Support	COMMENT
LOW	docs/en/dev/config.md	102	### Step 4: Update Config Class	COMMENT
LOW	docs/en/dev/config.md	113	### Step 5: Update Documentation	COMMENT
LOW	.github/agents/new-provider.agent.md	30	### Step 1: API Analysis	COMMENT
LOW	.github/agents/new-provider.agent.md	74	### Step 2: Create Provider Implementation	COMMENT
LOW	.github/agents/new-provider.agent.md	90	### Step 3: Register the Provider	COMMENT
LOW	.github/agents/new-provider.agent.md	98	### Step 4: Add Comprehensive Unit Tests	COMMENT
LOW	.github/agents/new-provider.agent.md	114	### Step 5: Create Documentation	COMMENT
LOW	.github/agents/new-provider.agent.md	132	### Step 6: Verify Compatibility	COMMENT
LOW	.github/agents/new-provider.agent.md	143	### Step 7: Update Documentation Index	COMMENT
LOW	.github/agents/new-provider.agent.md	157	### Step 8: Final Verification	COMMENT

Modern Structural Boilerplate9 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	tests/base_test.py	30	__all__ = ["BaseProviderTestCase", "unittest", "patch", "MagicMock"]	CODE
LOW	tests/__init__.py	17	__all__ = ["patch", "MagicMock", "unittest", "call", "mock"]	CODE
LOW	ddns/util/http.py	45	__all__ = ["request", "HttpResponse", "quote", "urlencode", "USER_AGENT"]	CODE
LOW	ddns/config/config.py	12	__all__ = ["Config", "split_array_string"]	CODE
LOW	ddns/config/env.py	11	__all__ = ["load_config"]	CODE
LOW	ddns/config/__init__.py	178	__all__ = ["load_configs", "Config"]	STRING
LOW	ddns/config/cli.py	16	__all__ = ["load_config", "str_bool"]	CODE
LOW	ddns/provider/__init__.py	21	__all__ = ["SimpleProvider", "get_provider_class"]	CODE
LOW	ddns/scheduler/__init__.py	72	__all__ = ["get_scheduler", "BaseScheduler"]	CODE

AI Slop Vocabulary6 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/test_config_cli.py	97	"""Test comprehensive SSL configuration options"""	STRING
MEDIUM	tests/test_scheduler_init.py	263	"""Test real scheduler integration - comprehensive test for current platform"""	STRING
MEDIUM	tests/test_config_config.py	276	"""Test comprehensive environment variable handling"""	STRING
MEDIUM	tests/test_scheduler_cron.py	358	disabled_entry = '# /5 * * * cd "/workspaces/DDNS" && python3 -m ddns --dns debug --ipv4 test-compreh	CODE
MEDIUM	tests/test_scheduler_cron.py	380	disabled_entry = '# /5 * * * cd "/workspaces/DDNS" && python3 -m ddns --dns debug --ipv4 test-compreh	CODE
MEDIUM	ddns/scheduler/systemd.py	38	"""Get comprehensive status information"""	STRING

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	run.py	1	#!/usr/bin/env python	COMMENT
LOW	tests/scripts/test-task-cron.sh	1	#!/bin/sh	COMMENT
LOW	tests/scripts/test-task-systemd.sh	1	#!/bin/bash	COMMENT
LOW	tests/scripts/test-task-macos.sh	1	#!/bin/bash	COMMENT
LOW	docs/public/install.sh	1	#!/bin/sh	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/public/install.sh	6	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	docs/esa.js	163	async function handleRequest(request) {	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	ddns/provider/huaweidns.py	72		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings