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NewFuture/DDNS

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25.2 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for NewFuture/DDNS, a Python project with 4,695 GitHub stars. SynthScan examined 71,766 lines of code across 234 source files, recording 1384 pattern matches distributed across 19 syntactic categories. The legacy adjusted pattern signal is 25.2 (Elevated pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

25.2
Adjusted Signal
25.2
Raw Pattern Score
100%
Time Factor
2026-10-08
Last Push
4.7K
Stars
Python
Language
71.8K
Lines of Code
234
Files
1.4K
Pattern Hits
2026-10-12
Scan Date
0.38
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 57.1/100 · HIGH

Can maintainers explain intent, assumptions, and trade-offs? 1143 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.8/100 · LOW

Are imports declared and package/API names verified? 78 finding(s).

Agent Over-Engineering Ratio 64.2/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 1191 finding(s).

PR Review Velocity Impact 73.0/100 · HIGH

Which changes need focused human review? 1384 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 89MEDIUM 26LOW 1269

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1384 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers1026 hits · 1015 pts
SeverityFileLineSnippetContext
LOWtools/check.py199def _literal_provider_mapping(path: Path) -> dict[str, str]:CODE
LOWtools/check.py272def _strip_typescript_comments(content: str) -> str:CODE
LOWtools/check.py313def _provider_docs_in_config_section(config: str, locale: str, section: str) -> set[str]:CODE
LOWtools/check.py383def _provider_doc_file_errors(repo: Path, docs: set[str]) -> list[str]:CODE
LOWtools/check.py394def _provider_navigation_errors(repo: Path, docs: set[str]) -> list[str]:CODE
LOWtools/check.py430def _provider_overview_errors(repo: Path, ids: set[str]) -> list[str]:CODE
LOWtools/check.py501def _provider_documentation_errors(repo: Path, ids: set[str], docs: set[str]) -> list[str]:CODE
LOW⚡tools/tests/test_check.py27 def test_provider_documentation_selects_provider_and_docs(self) -> None:CODE
LOW⚡tools/tests/test_check.py30 def test_unknown_path_selects_full_conservative_set(self) -> None:CODE
LOW⚡tools/tests/test_check.py35 def test_dot_directories_are_preserved_for_agent_lane(self) -> None:CODE
LOW⚡tools/tests/test_check.py41 def test_nearest_agent_instructions_select_agent_lane(self) -> None:CODE
LOW⚡tools/tests/test_check.py45 def test_copilot_instructions_select_only_agent_lane(self) -> None:CODE
LOW⚡tools/tests/test_check.py50 def test_executable_docs_are_build_changes(self) -> None:CODE
LOW⚡tools/tests/test_check.py54 def test_run_entrypoint_selects_core_and_build_release(self) -> None:CODE
LOW⚡tools/tests/test_check.py57 def test_schema_changes_also_validate_docs(self) -> None:CODE
LOW⚡tools/tests/test_check.py60 def test_generated_docs_inputs_select_docs(self) -> None:CODE
LOW⚡tools/tests/test_check.py64 def test_provider_contract_inputs_select_provider(self) -> None:CODE
LOW⚡tools/tests/test_check.py69 def test_explicit_base_precedes_github_and_default_refs(self) -> None:CODE
LOWtools/tests/test_check.py80 def test_changed_paths_collects_every_git_source(self) -> None:CODE
LOWtools/tests/test_check.py115 def test_changed_paths_fails_without_base(self) -> None:CODE
LOWtools/tests/test_check.py123 def test_format_arguments_respect_git_ignores_and_scope(self) -> None:CODE
LOW⚡tools/tests/test_check.py211 def test_provider_parity_accepts_consistent_surfaces(self) -> None:STRING
LOW⚡tools/tests/test_check.py214 def test_provider_parity_reports_schema_drift(self) -> None:STRING
LOW⚡tools/tests/test_check.py221 def test_provider_navigation_requires_nav_and_sidebar(self) -> None:STRING
LOW⚡tools/tests/test_check.py374 def test_portable_contracts_require_nearest_instruction_files(self) -> None:STRING
LOW⚡tools/tests/test_check.py382 def test_current_portable_contracts_pass(self) -> None:STRING
LOW⚡tools/tests/test_check.py385 def test_agent_contract_workflow_watches_all_workflows(self) -> None:STRING
LOW⚡tools/tests/test_check.py389 def test_portable_skill_must_not_preapprove_tools(self) -> None:STRING
LOW⚡tools/tests/test_check.py417 def test_unknown_changed_path_uses_nonduplicative_full_commands(STRING
LOW⚡tools/tests/test_check.py423 def test_format_check_only_targets_python_files(self) -> None:STRING
LOW⚡tools/tests/test_check.py428 def test_docs_lane_installs_before_building(self) -> None:STRING
LOW⚡tools/tests/test_check.py438 def test_run_command_uses_resolved_executable(self, mock_which, mock_run) -> None:STRING
LOW⚡tools/tests/test_check.py444 def test_merge_gate_rejects_required_skip_and_cancellation(self) -> None:STRING
LOW⚡tools/tests/test_check.py452 def test_merge_gate_allows_only_pr_policy_skips(self) -> None:STRING
LOWtools/tests/test_check.py239 def test_provider_navigation_ignores_commented_links(self) -> None:STRING
LOWtools/tests/test_check.py256 def test_provider_navigation_rejects_unknown_links(self) -> None:STRING
LOWtools/tests/test_check.py270 def test_provider_parity_rejects_empty_metadata(self) -> None:STRING
LOWtools/tests/test_check.py275 def test_runtime_provider_class_requires_canonical_id(self) -> None:STRING
LOWtools/tests/test_check.py287 def test_llms_provider_index_rejects_duplicates_and_comments(self) -> None:STRING
LOWtools/tests/test_check.py302 def test_llms_provider_count_and_inventory_match_metadata(self) -> None:STRING
LOWtools/tests/test_check.py321 def test_missing_temporary_surface_raises_check_error(self) -> None:STRING
LOWtools/tests/test_check.py326 def test_provider_overview_requires_table_row(self) -> None:STRING
LOWtools/tests/test_check.py354 def test_provider_overview_rejects_unknown_table_row(self) -> None:STRING
LOWtools/tests/test_check.py360 def test_portable_profiles_must_reference_skills(self) -> None:STRING
LOWtools/tests/test_check.py463 def test_provider_repositories_are_removed_after_test_run(self) -> None:STRING
LOWtools/tests/test_check.py492 def test_reporting_writes_issue_before_failing_contract(self, _mock_drift, _mock_contracts) -> None:STRING
LOWtools/tests/test_check.py504 def test_contract_only_report_omits_structure_actions(self) -> None:STRING
LOWweb/dashboard.js309 function isHealthyProductionConfiguration() {CODE
LOWtests/test_provider_he.py22 def test_init_with_basic_config(self):CODE
LOW⚡tests/test_provider_he.py41 def test_validate_success_with_token_only(self):CODE
LOW⚡tests/test_provider_he.py47 def test_validate_fails_with_id(self):CODE
LOW⚡tests/test_provider_he.py53 def test_validate_fails_without_token(self):CODE
LOW⚡tests/test_provider_he.py60 def test_set_record_success_good_response(self, mock_http):CODE
LOWtests/test_provider_he.py84 def test_set_record_success_nochg_response(self, mock_http):CODE
LOWtests/test_provider_he.py126 def test_set_record_with_all_parameters(self, mock_http):CODE
LOWtests/test_provider_he.py147 def test_set_record_empty_response_error(self, mock_http):CODE
LOWtests/test_provider_he.py161 def test_set_record_none_response_error(self, mock_http):CODE
LOWtests/test_provider_he.py179 def test_set_record_http_exception(self, mock_http):CODE
LOWtests/test_provider_he.py197 def test_set_record_error_response(self, mock_http):CODE
LOWtests/test_provider_he.py211 def test_set_record_abuse_response(self, mock_http):CODE
966 more matches not shown…
Cross-File Repetition38 hits · 190 pts
SeverityFileLineSnippetContext
HIGHtests/test_provider_he.py0test set_record method with all optional parametersSTRING
HIGHtests/test_provider_debug.py0test set_record method with all optional parametersSTRING
HIGHtests/test_provider_noip.py0test set_record method with all optional parametersSTRING
HIGHtests/test_provider_dnspod.py0test _query_zone_id method with successful responseSTRING
HIGHtests/test_provider_dnscom.py0test _query_zone_id method with successful responseSTRING
HIGHtests/test_provider_cloudflare.py0test _query_zone_id method with successful responseSTRING
HIGHtests/test_provider_huaweidns.py0test _query_zone_id method with successful responseSTRING
HIGHtests/test_provider_dnspod.py0test _query_zone_id method when domain is not foundSTRING
HIGHtests/test_provider_dnscom.py0test _query_zone_id method when domain is not foundSTRING
HIGHtests/test_provider_cloudflare.py0test _query_zone_id method when domain is not foundSTRING
HIGHtests/test_provider_huaweidns.py0test _query_zone_id method when domain is not foundSTRING
HIGHtests/test_provider_dnspod.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_dnscom.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_cloudflare.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_cloudns.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_alidns.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_huaweidns.py0test _create_record method with successful creationSTRING
HIGHtests/test_provider_dnspod.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_namesilo.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_tencentcloud.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_dnscom.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_alidns.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_huaweidns.py0test that extra parameters take priority over old_record valuesSTRING
HIGHtests/test_provider_dnspod.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_provider_dnscom.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_provider_cloudflare.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_provider_cloudns.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_provider_alidns.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_provider_huaweidns.py0test complete workflow for updating an existing recordSTRING
HIGHtests/test_scheduler_systemd.py0test real scheduler methods that don't modify system stateSTRING
HIGHtests/test_scheduler_schtasks.py0test real scheduler methods that don't modify system stateSTRING
HIGHtests/test_scheduler_launchd.py0test real scheduler methods that don't modify system stateSTRING
HIGHtests/test_scheduler_cron.py0test real scheduler methods that don't modify system stateSTRING
HIGHtests/test_provider_dnscom.py0test _query_record when no matching record is foundSTRING
HIGHtests/test_provider_cloudflare.py0test _query_record when no matching record is foundSTRING
HIGHtests/test_provider_alidns.py0test _query_record when no matching record is foundSTRING
HIGHtests/test_provider_huaweidns.py0test _query_record when no matching record is foundSTRING
HIGHtests/test_provider_cloudns.py0test _query_record when no matching record is foundSTRING
Empty Error Handlers33 hits · 165 pts
SeverityFileLineSnippetContext
HIGHtests/test_config_cli_task.py73except SystemExit:CODE
HIGHtests/test_config_cli_task.py100except SystemExit:CODE
HIGHtests/test_config_cli_task.py129except SystemExit:CODE
HIGHtests/test_config_cli_task.py157except SystemExit:CODE
HIGHtests/test_config_cli_task.py184except SystemExit:CODE
HIGHtests/test_config_cli_task.py211except SystemExit:CODE
HIGHtests/test_config_cli_task.py252except SystemExit:CODE
HIGHtests/test_config_cli_task.py332except SystemExit:CODE
HIGHtests/test_config_cli_task.py361except SystemExit:CODE
HIGHtests/test_config_cli_task.py423except SystemExit:CODE
HIGHtests/test_config_cli_task.py450except SystemExit:CODE
HIGHtests/test_config_cli_task.py390except SystemExit:CODE
HIGHtests/test_config_file.py293except OSError:CODE
HIGHtests/test_config_file.py391except OSError:CODE
HIGHtests/test_config_file.py567except OSError:CODE
HIGHtests/test_scheduler_systemd.py320except Exception:CODE
HIGHtests/test_scheduler_schtasks.py325except Exception:CODE
HIGHtests/test_scheduler_schtasks.py317except Exception:CODE
HIGHtests/test_util_fileio.py340except Exception:CODE
HIGHtests/test_config_file_remote.py306except Exception:CODE
HIGHtests/test_config_file_remote.py316except Exception:CODE
HIGHtests/test_scheduler_launchd.py333except Exception:CODE
HIGHtests/test_scheduler_launchd.py344except Exception:CODE
HIGHtests/test_scheduler_launchd.py435except (OSError, IOError):CODE
HIGHtests/test_scheduler_cron.py222except Exception:CODE
HIGHddns/http_config.py43except (AttributeError, socket.error, struct.error):CODE
HIGHddns/http_config.py51except (AttributeError, socket.error):CODE
HIGHddns/cache.py54except ValueError:CODE
HIGHddns/mcp_http.py283except (IOError, OSError):CODE
HIGHddns/util/try_run.py35except Exception:CODE
HIGHddns/web/service.py972except (ConfigValidationError, DashboardOperationError):CODE
HIGHddns/web/service.py1001except (ConfigValidationError, DashboardOperationError):CODE
HIGHddns/scheduler/launchd.py102except OSError:CODE
Excessive Try-Catch Wrapping79 hits · 91 pts
SeverityFileLineSnippetContext
LOWtests/test_util_http.py116 except Exception as e:CODE
LOWtests/test_util_http.py360 except Exception as e:CODE
LOWtests/test_util_http.py381 except Exception as e:CODE
LOWtests/test_util_http.py397 except Exception as e:CODE
LOWtests/test_util_http.py413 except Exception as e:CODE
LOWtests/test_util_http.py487 except Exception as e:CODE
LOWtests/test_util_http.py530 except Exception as e:CODE
LOWtests/test_config_cli_task.py402 except Exception as e:CODE
LOWtests/test_provider_callback.py484 except Exception as e:CODE
LOWtests/test_provider_callback.py525 except Exception as e:CODE
LOW⚡tests/test_provider_namesilo.py37 except Exception as e:CODE
LOW⚡tests/test_provider_namesilo.py52 except Exception as e:CODE
LOW⚡tests/test_scheduler_systemd.py137 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py165 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py176 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py204 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py246 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py320 except Exception:CODE
LOW⚡tests/test_scheduler_systemd.py332 except Exception:CODE
LOWtests/test_scheduler_systemd.py149 except Exception:CODE
LOWtests/test_scheduler_systemd.py300 except Exception as e:CODE
LOW⚡tests/test_scheduler_schtasks.py312 except Exception as e:CODE
LOW⚡tests/test_scheduler_schtasks.py317 except Exception:CODE
LOW⚡tests/test_scheduler_schtasks.py325 except Exception:CODE
LOW⚡tests/test_scheduler_init.py49 except Exception as e:CODE
LOW⚡tests/test_scheduler_init.py95 except Exception:CODE
LOW⚡tests/test_scheduler_init.py117 except Exception:CODE
LOW⚡tests/test_scheduler_init.py141 except Exception as e:CODE
LOW⚡tests/test_scheduler_init.py149 except Exception as e:CODE
LOW⚡tests/test_scheduler_init.py162 except Exception as e:CODE
LOWtests/test_scheduler_init.py258 except Exception as e:CODE
LOWtests/test_util_http_proxy_list.py152 except Exception as e:CODE
LOWtests/test_util_http_proxy_list.py202 except Exception as e:CODE
LOWtests/test_util_fileio.py340 except Exception:CODE
LOW⚡tests/test_config_file_remote.py306 except Exception:CODE
LOW⚡tests/test_config_file_remote.py316 except Exception:CODE
LOWtests/test_config_file_remote.py401 except Exception as e:CODE
LOWtests/test_scheduler_launchd.py213 except Exception:CODE
LOWtests/test_scheduler_launchd.py224 except Exception:CODE
LOWtests/test_scheduler_launchd.py333 except Exception:CODE
LOWtests/test_scheduler_launchd.py344 except Exception:CODE
LOW⚡tests/test_scheduler_cron.py191 except Exception:CODE
LOWtests/test_scheduler_cron.py211 except Exception:CODE
LOWtests/test_scheduler_cron.py222 except Exception:CODE
LOWdocs/en/dev/config.md311 except Exception as e:CODE
MEDIUMdocs/en/dev/config.md308def __init__(self, ...):CODE
LOW.github/patch.py284 except Exception as e:CODE
MEDIUM.github/patch.py285 print("Error fetching tag:", e)CODE
MEDIUM.github/scripts/update_agents_structure.py50 print("Error: AGENTS.md not found")CODE
MEDIUM⚡.github/scripts/update_agents_structure.py152 print("Error: unable to load tools/check.py: {}".format(error))CODE
MEDIUM⚡.github/scripts/update_agents_structure.py158 print("Error: {}".format(error))CODE
LOWddns/cache.py56 except Exception as e:CODE
LOWddns/mcp.py234 except Exception:CODE
LOWddns/ip.py85 except Exception as e:CODE
LOWddns/ip.py102 except Exception as e:CODE
MEDIUMddns/ip.py71def _open(url, reg):CODE
LOWddns/__main__.py60 except Exception as e:CODE
LOWddns/__main__.py108 except Exception as e:CODE
LOWddns/util/http.py135 except Exception as e:CODE
LOWddns/util/http.py285 except Exception as e:CODE
19 more matches not shown…
Redundant / Tautological Comments30 hits · 53 pts
SeverityFileLineSnippetContext
LOWtests/test_provider_callback.py439 # Check if the response contains the expected stringsCOMMENT
LOW⚡tests/test_scheduler_systemd.py130 # Check if systemctl command is availableCOMMENT
LOW⚡tests/test_scheduler_systemd.py171 # Check if systemctl command is availableCOMMENT
LOW⚡tests/test_scheduler_systemd.py199 # Check if systemctl command is availableCOMMENT
LOW⚡tests/test_scheduler_systemd.py241 # Check if systemctl command is availableCOMMENT
LOW⚡tests/test_scheduler_systemd.py327 # Check if systemctl command is availableCOMMENT
LOW⚡tests/test_scheduler_init.py102 # Check if systemd is running and we have systemctlCOMMENT
LOW⚡tests/test_scheduler_init.py109 # Check if cron is availableCOMMENT
LOW⚡tests/test_scheduler_init.py112 # Check if we're on macOS and launchctl is availableCOMMENT
LOW⚡tests/test_scheduler_init.py115 # Check if we're on Windows and schtasks is availableCOMMENT
LOWtests/test_scheduler_launchd.py308 # Check if launchctl is available firstCOMMENT
LOW⚡tests/test_scheduler_cron.py184 # Check if crontab command is availableCOMMENT
LOWtests/test_scheduler_cron.py206 # Check if crontab is available firstCOMMENT
LOWtests/test_cache.py496 # Read the file and verify it's valid JSONCOMMENT
LOWtests/scripts/test-task-cron.sh15# Check if DDNS command is provided as argumentCOMMENT
LOWtests/scripts/test-task-cron.sh26# Check if cron is availableCOMMENT
LOWtests/scripts/test-task-cron.sh93 # Set environment to prefer cron over systemdCOMMENT
LOWtests/scripts/test-task-macos.sh15# Check if DDNS command is provided as argumentCOMMENT
LOWtests/scripts/test-task-macos.sh123# Check if we're actually on macOSCOMMENT
LOWdocs/public/install.sh174# Check if running on supported OSCOMMENT
LOWdocs/public/install.sh432 # Check if install directory exists and create if neededCOMMENT
LOWdocs/public/install.sh445 # Check if already exists and not forcingCOMMENT
LOWdocs/public/install.sh463 # Check if it's a permission issue and try with sudoCOMMENT
LOWdocs/public/install.sh550 # Check if installation directory is in PATHCOMMENT
LOW⚡.github/scripts/update_agents_structure.py164 # Check if any changes are in docs/ directoryCOMMENT
LOWddns/config/cli.py570 # Check if there's a value for this argumentCOMMENT
LOWddns/config/cli.py621 # Check if task is installed for enable/disableCOMMENT
LOWddns/provider/cloudns.py102 # Check if it's an error response (has status field)COMMENT
LOWddns/scheduler/systemd.py44 # Check if timer is enabledCOMMENT
LOWddns/scheduler/__init__.py49 # Check if launchd directories existCOMMENT
Self-Referential Comments14 hits · 45 pts
SeverityFileLineSnippetContext
MEDIUMtests/test_config_init.py202 # Create a minimal config to avoid auto-generationCOMMENT
MEDIUM⚡tests/test_config_cli.py179 # Create an action and test its basic propertiesCOMMENT
MEDIUM⚡tests/test_config_file.py281 # Create a file and remove read permissionsCOMMENT
MEDIUMtests/test_config_file.py377 # Create a directory and remove write permissionsCOMMENT
MEDIUMtests/test_config_file.py439 # Create a large config with many keysCOMMENT
MEDIUMtests/test_config_schema_v4_1.py109 # Create a traditional single configCOMMENT
MEDIUMtests/test_config_schema_v4_1.py322 # Create a temp log file pathCOMMENT
MEDIUMtests/test_config_file_remote.py267 # Create a local test fileCOMMENT
MEDIUMtests/test_cache.py22 # Create a temporary directory for test cache filesCOMMENT
MEDIUMtests/test_cache.py309 # Create a corrupted cache fileCOMMENT
MEDIUMtests/test_cache.py319 # Create a file firstCOMMENT
MEDIUMtests/test_cache.py566 # Create a cache file with some dataCOMMENT
MEDIUMtests/test_cache.py598 # Create an empty cache fileCOMMENT
MEDIUMtests/test_cache.py620 # Create a cache file with test dataCOMMENT
Unused Imports45 hits · 42 pts
SeverityFileLineSnippetContext
LOWtools/check.py4CODE
LOWtools/tests/test_check.py3CODE
LOWtests/base_test.py9CODE
LOWtests/base_test.py9CODE
LOWtests/test_util_http.py8CODE
LOWtests/test_config_file.py8CODE
LOWtests/test_web.py4CODE
LOWtests/test_config_cli_web.py4CODE
LOWtests/__init__.py11CODE
LOWtests/__init__.py78CODE
LOWtests/__init__.py79CODE
LOWtests/__init__.py79CODE
LOWtests/__init__.py79CODE
LOWtests/__init__.py81CODE
LOWtests/__init__.py81CODE
LOWtests/__init__.py81CODE
LOWtests/__init__.py82CODE
LOWtests/test_util_comment.py7CODE
LOWtests/e2e.py4CODE
LOWtests/test_config_schema_v4_1.py8CODE
LOWtests/test_util_http_retry.py7CODE
LOWtests/test_config_file_remote.py8CODE
LOWtests/test_mcp_http.py4CODE
LOWtests/test_mcp.py4CODE
LOWtests/test_config_cli_mcp.py4CODE
LOWddns/http_config.py4CODE
LOWddns/cache.py7CODE
LOWddns/mcp.py4CODE
LOWddns/__main__.py15CODE
LOWddns/__main__.py16CODE
LOWddns/mcp_http.py4CODE
LOWddns/util/http.py29CODE
LOWddns/util/http.py29CODE
LOWddns/util/http.py42CODE
LOWddns/util/http.py42CODE
LOWddns/web/service.py4CODE
LOWddns/web/server.py4CODE
LOWddns/web/__init__.py4CODE
LOWddns/web/__init__.py4CODE
LOWddns/web/__init__.py5CODE
LOWddns/web/scheduler.py4CODE
LOWddns/provider/_base.py60CODE
LOWddns/provider/__init__.py2CODE
LOWddns/scheduler/_base.py9CODE
LOWddns/scheduler/__init__.py16CODE
Deep Nesting44 hits · 40 pts
SeverityFileLineSnippetContext
LOWtools/check.py199CODE
LOWtools/check.py221CODE
LOWtools/check.py238CODE
LOWtools/check.py272CODE
LOWtests/test_util_http.py82CODE
LOWtests/test_util_http.py455CODE
LOWtests/test_util_http.py497CODE
LOWtests/test_config_cli_task.py368CODE
LOWtests/test_scheduler_systemd.py239CODE
LOWtests/test_scheduler_init.py98CODE
LOWtests/test_util_http_proxy_list.py127CODE
LOWtests/test_util_http_proxy_list.py162CODE
LOWtests/e2e.py150CODE
LOWtests/test_scheduler_launchd.py351CODE
LOWtests/test_scheduler_cron.py92CODE
LOWtests/test_main.py206CODE
LOW.github/patch.py183CODE
LOW.github/scripts/update_agents_structure.py16CODE
LOWddns/mcp.py396CODE
LOWddns/__main__.py72CODE
LOWddns/mcp_http.py196CODE
LOWddns/util/comment.py41CODE
LOWddns/util/http.py241CODE
LOWddns/util/http.py303CODE
LOWddns/config/config.py201CODE
LOWddns/config/file.py45CODE
LOWddns/config/file.py74CODE
LOWddns/config/cli.py404CODE
LOWddns/web/service.py382CODE
LOWddns/web/service.py523CODE
LOWddns/web/service.py676CODE
LOWddns/web/service.py1065CODE
LOWddns/web/service.py1171CODE
LOWddns/web/service.py1227CODE
LOWddns/web/server.py372CODE
LOWddns/web/scheduler.py140CODE
LOWddns/provider/_base.py176CODE
LOWddns/provider/west.py117CODE
LOWddns/provider/edgeone.py24CODE
LOWddns/provider/edgeone.py42CODE
LOWddns/provider/noip.py43CODE
LOWddns/scheduler/_base.py27CODE
LOWddns/scheduler/cron.py86CODE
LOWddns/scheduler/__init__.py23CODE
Cross-Language Confusion5 hits · 38 pts
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HIGH⚡tests/test_config_file.py188 "ttl": null,CODE
HIGH⚡tests/test_config_file.py189 "line": null,CODE
HIGH⚡tests/test_scheduler_cron.py151 self.assertIn("*/5 * * * * cd /path && python3 -m ddns # DDNS: auto-update", cron_entry)CODE
HIGH⚡tests/test_scheduler_cron.py156 mock_run.return_value = "*/5 * * * * cd /path && python3 -m ddns # DDNS: auto-update"CODE
HIGH⚡tests/test_scheduler_cron.py170 mock_run.return_value = "*/5 * * * * cd /path && python3 -m ddns # DDNS: auto-update\nother cron job"CODE
Docstring Block Structure7 hits · 35 pts
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HIGHddns/util/comment.py11 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
HIGHddns/util/http.py70 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
HIGHddns/util/fileio.py63 Read file content with UTF-8 encoding, raise exception if failed Args: file_path (str): Path to the fiSTRING
HIGHddns/config/file.py76 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
HIGHddns/config/file.py147 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
HIGHddns/provider/_base.py178 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 (sSTRING
HIGHddns/scheduler/__init__.py25 Factory function to get appropriate scheduler based on platform or user preference Args: scheduler: ScSTRING
Magic Placeholder Names6 hits · 30 pts
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HIGHdocs/providers/51dns.md27 "id": "your_api_key", // 51DNS API KeyCODE
HIGHdocs/providers/51dns.md38 "id": "your_api_key", // 51DNS API KeyCODE
HIGHdocs/providers/README.md50ddns --dns cloudflare --id user@example.com --token your_api_key --ipv4 ddns.newfuture.ccCODE
HIGHdocs/en/providers/51dns.md27 "id": "your_api_key", // 51DNS API KeyCODE
HIGHdocs/en/providers/51dns.md38 "id": "your_api_key", // 51DNS API KeyCODE
HIGHdocs/en/providers/README.md50ddns --dns cloudflare --id user@example.com --token your_api_key --ipv4 ddns.newfuture.ccCODE
Fake / Example Data22 hits · 23 pts
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LOW⚡tests/test_provider_base_simple.py170 provider = _TestableSimpleProvider("user@example.com", "secret_token_123")CODE
LOW⚡tests/test_provider_base_simple.py174 id_encoded = quote("user@example.com", safe="")CODE
LOWtests/test_config_init_multi.py111 "id": "user@example.com",CODE
LOWtests/test_config_init_multi.py170 "id": "user@example.com",CODE
LOWtests/test_config_init_multi.py216 "id": "user@example.com",CODE
LOWtests/test_config_cli.py447 "user@example.com",CODE
LOWtests/test_config_cli.py481 self.assertEqual(config["id"], "user@example.com")CODE
LOW⚡tests/test_config_file.py223 "id": "user@example.com",CODE
LOW⚡tests/test_config_file.py231 self.assertEqual(config["id"], "user@example.com")CODE
LOWtests/test_config_file.py721 "providers": [{"provider": "debug", "token": "dummy_token", "ipv4": ["test.example.com"]}],CODE
LOWtests/test_config_file.py733 self.assertEqual(config["token"], "dummy_token")CODE
LOW⚡tests/test_provider_west.py75 provider = WestProvider("user@example.com", "md5_api_password")CODE
LOW⚡tests/test_provider_west.py77 self.assertEqual(params, {"username": "user@example.com", "apikey": "md5_api_password"})CODE
LOWtests/test_config_config.py259 "id": "user@example.com",CODE
LOWdocs/config/env.md18| `DDNS_ID` | 依 DNS 服务商而定 CODE
LOWdocs/providers/README.md91 "id": "user@example.com",CODE
LOWdocs/providers/README.md127 "id": "user@example.com",CODE
LOWdocs/en/config/env.md18| `DDNS_ID` | Depends on the provider CODE
LOWdocs/en/config/env.md81 export DDNS_ID="user@example.com"CODE
LOWdocs/en/config/env.md546export DDNS_ID="user@example.com"CODE
LOWdocs/en/providers/README.md88 "id": "user@example.com",CODE
LOWdocs/en/providers/README.md124 "id": "user@example.com",CODE
Modern Structural Boilerplate13 hits · 12 pts
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LOWtests/base_test.py43__all__ = ["BaseProviderTestCase", "unittest", "patch", "MagicMock", "TEST_HTTP_TIMEOUT", "is_network_error"]CODE
LOWtests/__init__.py84__all__ = ["patch", "MagicMock", "unittest", "call", "mock", "TEST_HTTP_TIMEOUT", "is_network_error"]CODE
LOWddns/http_config.py251__all__ = [CODE
LOWddns/mcp.py451__all__ = ["LEGACY_PROTOCOL_VERSION", "McpServer", "PROTOCOL_VERSION", "TOOLS", "serve"]CODE
LOWddns/mcp_http.py536__all__ = ["MCP_PATH", "McpHttpEndpoint", "McpHttpRequestHandler", "create_server", "request_token_matches", "serve"]CODE
LOWddns/util/http.py45__all__ = ["request", "HttpResponse", "quote", "urlencode", "USER_AGENT"]CODE
LOWddns/config/config.py12__all__ = ["Config", "split_array_string"]CODE
LOWddns/config/env.py11__all__ = ["load_config"]CODE
LOWddns/config/__init__.py174__all__ = ["load_configs", "Config"]STRING
LOWddns/config/cli.py18__all__ = ["load_config", "str_bool"]CODE
LOWddns/web/__init__.py7__all__ = ["DashboardService", "create_server", "serve"]CODE
LOWddns/provider/__init__.py21__all__ = ["SimpleProvider", "get_provider_class"]CODE
LOWddns/scheduler/__init__.py87__all__ = ["get_scheduler", "get_schedulers", "BaseScheduler"]CODE
AI Slop Vocabulary6 hits · 8 pts
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MEDIUM⚡tests/test_config_cli.py97 """Test comprehensive SSL configuration options"""STRING
MEDIUMtests/test_scheduler_init.py277 """Test real scheduler integration - comprehensive test for current platform"""STRING
MEDIUMtests/test_config_config.py294 """Test comprehensive environment variable handling"""STRING
MEDIUMtests/test_scheduler_cron.py358 disabled_entry = '# */5 * * * * cd "/workspaces/DDNS" && python3 -m ddns --dns debug --ipv4 test-comprehCODE
MEDIUMtests/test_scheduler_cron.py380 disabled_entry = '# */5 * * * * cd "/workspaces/DDNS" && python3 -m ddns --dns debug --ipv4 test-comprehCODE
MEDIUMddns/scheduler/systemd.py38 """Get comprehensive status information"""STRING
Structural Annotation Overuse5 hits · 8 pts
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LOWdocs/en/dev/config.md56### Step 1: Update JSON SchemaCOMMENT
LOWdocs/en/dev/config.md72### Step 2: Add CLI ParameterCOMMENT
LOWdocs/en/dev/config.md88### Step 3: Add Environment Variable SupportCOMMENT
LOWdocs/en/dev/config.md102### Step 4: Update Config ClassCOMMENT
LOWdocs/en/dev/config.md113### Step 5: Update DocumentationCOMMENT
Over-Commented Block7 hits · 7 pts
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LOWrun.py1#!/usr/bin/env pythonCOMMENT
LOWtests/scripts/test-task-cron.sh1#!/bin/shCOMMENT
LOWtests/scripts/test-task-macos.sh1#!/bin/bashCOMMENT
LOWdocs/public/install.sh1#!/bin/shCOMMENT
LOW.github/workflows/auto-reply-issue.lock.yml1# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"cd7198b3a0e8b66199dd4a72b7f2f90a6356fdb9fc700c69c1731821d70COMMENT
LOW.github/workflows/auto-reply-issue.lock.yml21# gh aw compileCOMMENT
LOW.github/workflows/auto-reply-issue.lock.yml41# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1COMMENT
AI Structural Patterns2 hits · 2 pts
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LOWddns/web/server.py443CODE
LOWddns/provider/huaweidns.py72CODE
Example Usage Blocks1 hit · 2 pts
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LOWdocs/public/install.sh6# Usage:COMMENT
Overly Generic Function Names1 hit · 1 pts
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LOWdocs/esa.js163async function handleRequest(request) {CODE