dgunning/edgartools

16.4

Adjusted Score

16.4

Raw Score

100%

Time Factor

2026-08-09

Last Push

2.6K

Stars

Python

Language

1.0M

Lines of Code

2.0K

Files

11.8K

Pattern Hits

2026-08-09

Scan Date

0.08

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 164MEDIUM 1798LOW 9885

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 11847 distinct pattern matches across 23 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 Identifiers5394 hits · 5448 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/visual_inspector.py	539	def compare_statements_visually(accession1, accession2, statement_type="cashflow",	CODE
LOW	tools/investigation_toolkit.py	225	def _analyze_cashflow_statement(self, statements) -> Dict[str, Any]:	CODE
LOW	tools/investigation_toolkit.py	287	def _analyze_income_statement(self, statements) -> Dict[str, Any]:	CODE
LOW	tools/investigation_toolkit.py	497	def _generate_markdown_report(self) -> str:	CODE
LOW	tools/quick_investigate.py	33	def investigate_empty_periods(issue_number: int, **kwargs):	CODE
LOW	tools/quick_investigate.py	169	def investigate_custom_pattern(issue_number: int, **kwargs):	CODE
LOW	tools/create_reproduction.py	67	def create_reproduction_script(	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	25	def reproduce_xbrl_parsing_issue():	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	207	def compare_with_working_filing():	CODE
LOW	tools/templates/empty_periods_reproduction.py	24	def reproduce_empty_periods_issue():	CODE
LOW	tools/templates/empty_periods_reproduction.py	134	def compare_with_working_filing():	CODE
LOW	tools/templates/entity_facts_reproduction.py	26	def reproduce_entity_facts_issue():	CODE
LOW	tools/templates/entity_facts_reproduction.py	222	def test_specific_financial_concepts():	CODE
LOW	tests/test_datasearch.py	19	def company_ticker_preprocess():	CODE
LOW	tests/test_datasearch.py	64	def test_partial_ticker_match(company_index):	CODE
LOW	tests/test_xbrl_facts.py	40	def test_get_facts_by_concept(intc_xbrl: XBRL):	CODE
LOW	tests/test_xbrl_facts.py	58	def test_get_facts_by_statement_type(intc_xbrl: XBRL):	CODE
LOW	tests/test_xbrl_facts.py	76	def test_numeric_sign_for_cashflow_values():	CODE
LOW	tests/test_xbrl_facts.py	127	def test_query_by_label_with_standardization():	CODE
LOW⚡	tests/test_xbrl_facts.py	178	def test_integration_standardization_and_facts_query(intc_xbrl):	CODE
LOW	tests/test_xbrl_facts.py	268	def test_facts_to_dataframe_has_correct_columns(aapl_xbrl):	CODE
LOW	tests/test_xbrl_facts.py	287	def test_query_by_dimension_none(aapl_xbrl):	CODE
LOW	tests/test_xbrl_facts.py	315	def test_flexible_dimension_matching(aapl_xbrl):	CODE
LOW	tests/test_xbrl_facts.py	412	def test_dimension_format_normalization():	CODE
LOW⚡	tests/test_unit_handling.py	55	def test_ratio_unit_normalization(self):	CODE
LOW⚡	tests/test_unit_handling.py	64	def test_per_share_unit_normalization(self):	CODE
LOW⚡	tests/test_unit_handling.py	71	def test_business_unit_normalization(self):	CODE
LOW⚡	tests/test_unit_handling.py	80	def test_time_unit_normalization(self):	CODE
LOW⚡	tests/test_unit_handling.py	87	def test_area_unit_normalization(self):	CODE
LOW⚡	tests/test_unit_handling.py	93	def test_unknown_units_passthrough(self):	CODE
LOW⚡	tests/test_unit_handling.py	229	def test_get_normalized_value_with_scale(self):	CODE
LOW⚡	tests/test_unit_handling.py	239	def test_get_normalized_value_no_scale(self):	CODE
LOW⚡	tests/test_unit_handling.py	249	def test_get_normalized_value_compatible_currency(self):	CODE
LOW⚡	tests/test_unit_handling.py	454	def test_scale_factor_handling(self):	CODE
LOW	tests/test_unit_handling.py	26	def test_currency_normalization(self):	CODE
LOW	tests/test_unit_handling.py	44	def test_share_unit_normalization(self):	CODE
LOW	tests/test_unit_handling.py	148	def test_unit_result_creation(self):	CODE
LOW	tests/test_unit_handling.py	166	def test_unit_result_with_error(self):	CODE
LOW	tests/test_unit_handling.py	207	def test_get_normalized_value_success(self):	CODE
LOW	tests/test_unit_handling.py	218	def test_get_normalized_value_with_variation(self):	CODE
LOW	tests/test_unit_handling.py	261	def test_get_normalized_value_incompatible(self):	CODE
LOW	tests/test_unit_handling.py	272	def test_get_normalized_value_no_numeric_value(self):	CODE
LOW	tests/test_unit_handling.py	283	def test_get_normalized_value_no_target_unit(self):	CODE
LOW	tests/test_unit_handling.py	324	def test_format_unit_error_success(self):	CODE
LOW	tests/test_unit_handling.py	341	def test_get_revenue_detailed(self):	CODE
LOW	tests/test_unit_handling.py	363	def test_get_net_income_detailed(self):	CODE
LOW	tests/test_unit_handling.py	378	def test_check_unit_compatibility(self):	CODE
LOW	tests/test_unit_handling.py	399	def test_check_unit_compatibility_missing_concept(self):	CODE
LOW	tests/test_unit_handling.py	412	def test_enhanced_methods_vs_original(self):	CODE
LOW	tests/test_unit_handling.py	436	def test_fallback_calculation_with_unit_handling(self):	CODE
LOW	tests/test_unit_handling.py	476	def test_currency_unit_variations(self):	CODE
LOW	tests/test_unit_handling.py	493	def test_per_share_unit_variations(self):	CODE
LOW⚡	tests/test_cc_runner.py	18	def test_returns_two_entries_per_test(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	22	def test_returns_correct_structure(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	29	def test_conditions_are_with_and_without(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	42	def test_skips_invalid_test_ids(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	50	def test_with_skills_contains_skill_context(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	54	def test_without_skills_contains_minimal_context(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	63	def test_contains_isolation_instruction(self, runner):	CODE
LOW⚡	tests/test_cc_runner.py	67	def test_invalid_test_id_raises(self, runner):	CODE
5334 more matches not shown…

Decorative Section Separators1336 hits · 4664 pts

Severity	File	Line	Snippet	Context
MEDIUM	mkdocs.yml	52	# ==========================================	COMMENT
MEDIUM	mkdocs.yml	54	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	65	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	67	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	77	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	79	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	89	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	91	# ==========================================	COMMENT
MEDIUM	mkdocs.yml	117	# ==========================================	COMMENT
MEDIUM	mkdocs.yml	119	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	138	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	140	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	149	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	151	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	154	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	156	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	157	# ==========================================	COMMENT
MEDIUM⚡	mkdocs.yml	159	# ==========================================	COMMENT
MEDIUM	tests/test_proxy_season.py	21	# ── Unit tests (no network) ──────────────────────────────────────────	COMMENT
MEDIUM	tests/test_proxy_season.py	89	# ── Network tests ────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	17	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	19	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	160	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	162	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	243	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	245	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	552	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_entityfacts_stability.py	554	# =============================================================================	COMMENT
MEDIUM	tests/test_entityfacts_stability.py	342	# =============================================================================	COMMENT
MEDIUM	tests/test_entityfacts_stability.py	344	# =============================================================================	COMMENT
MEDIUM	tests/test_entityfacts_stability.py	432	# =============================================================================	COMMENT
MEDIUM	tests/test_entityfacts_stability.py	434	# =============================================================================	COMMENT
MEDIUM	tests/test_registration_s4.py	18	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_registration_s4.py	20	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	34	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	36	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	78	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_registration_s4.py	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_registration_s4.py	195	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_registration_s4.py	197	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	31	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	59	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	61	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	459	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_funds_data_unit.py	461	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_funds_data_unit.py	166	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	168	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	202	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	204	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	248	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	250	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	262	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	264	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	518	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/test_funds_data_unit.py	520	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/test_funds_data_unit.py	129	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/test_funds_data_unit.py	131	# ---------------------------------------------------------------------------	STRING
1276 more matches not shown…

Unused Imports1576 hits · 1390 pts

Severity	File	Line	Context
LOW	tools/visual_inspector.py	25	CODE
LOW	tests/test_xbrl_facts.py	2	CODE
LOW	tests/test_xbrl_facts.py	5	CODE
LOW	tests/test_xbrl_facts.py	199	CODE
LOW	tests/test_unit_handling.py	9	CODE
LOW	tests/test_unit_handling.py	19	CODE
LOW	tests/test_xbrl_statement_error_handling.py	2	CODE
LOW	tests/test_xbrl_statement_error_handling.py	5	CODE
LOW	tests/test_ai_features.py	10	CODE
LOW	tests/test_ai_features.py	14	CODE
LOW	tests/test_tickers.py	2	CODE
LOW	tests/test_section_detection_comparison.py	15	CODE
LOW	tests/test_section_detection_comparison.py	16	CODE
LOW	tests/test_reference.py	1	CODE
LOW	tests/test_reference.py	7	CODE
LOW	tests/test_company.py	2	CODE
LOW	tests/test_company.py	5	CODE
LOW	tests/test_company.py	12	CODE
LOW	tests/test_company.py	14	CODE
LOW	tests/test_entityfacts_stability.py	190	CODE
LOW	tests/test_xbrl_rendering.py	6	CODE
LOW	tests/test_xbrl_rendering.py	10	CODE
LOW	tests/test_synonym_groups.py	14	CODE
LOW	tests/test_filing_staleness_warnings.py	10	CODE
LOW	tests/test_xbrl_statements.py	8	CODE
LOW	tests/test_funds_data_unit.py	8	CODE
LOW	tests/test_funds_data_unit.py	11	CODE
LOW	tests/test_current_period_statements.py	5	CODE
LOW	tests/test_metalinks.py	9	CODE
LOW	tests/test_xbrl_validation.py	10	CODE
LOW	tests/test_xbrl_unit_pointintime.py	12	CODE
LOW	tests/test_xbrl_unit_pointintime.py	14	CODE
LOW	tests/test_xbrl_unit_pointintime.py	17	CODE
LOW	tests/test_judge.py	3	CODE
LOW	tests/test_sections_membership.py	8	CODE
LOW	tests/test_sections_membership.py	9	CODE
LOW	tests/_offline_harness.py	47	CODE
LOW	tests/test_beneficial_ownership.py	19	CODE
LOW	tests/test_beneficial_ownership.py	19	CODE
LOW	tests/test_filter_filings.py	1	CODE
LOW	tests/test_filter_filings.py	4	CODE
LOW	tests/test_fundreports_derivatives.py	8	CODE
LOW	tests/test_entity.py	3	CODE
LOW	tests/test_skill_diagnostics.py	3	CODE
LOW	tests/test_filer_category.py	4	CODE
LOW	tests/test_nmfp3_unit.py	9	CODE
LOW	tests/test_tables.py	5	CODE
LOW	tests/test_section_markdown.py	19	CODE
LOW	tests/test_10k_item_1b_1c_section_detection.py	67	CODE
LOW	tests/test_htmltools.py	9	CODE
LOW	tests/test_eightk_improvements.py	10	CODE
LOW	tests/test_coverage_smallmods.py	17	CODE
LOW	tests/test_company_subsets.py	10	CODE
LOW	tests/test_company_subsets_metadata.py	21	CODE
LOW	tests/_vcr_safety.py	24	CODE
LOW	tests/_vcr_safety.py	62	CODE
LOW	tests/test_etf_features_integration.py	4	CODE
LOW	tests/test_etf_features_integration.py	10	CODE
LOW	tests/test_etf_features_integration.py	10	CODE
LOW	tests/test_etf_features_integration.py	10	CODE
1516 more matches not shown…

Excessive Try-Catch Wrapping1168 hits · 1346 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/visual_inspector.py	441	except Exception as e:	CODE
LOW⚡	tools/visual_inspector.py	446	except Exception as e:	CODE
LOW⚡	tools/visual_inspector.py	451	except Exception as e:	CODE
LOW⚡	tools/visual_inspector.py	530	except Exception as e:	CODE
LOW⚡	tools/visual_inspector.py	535	except Exception as e:	CODE
LOW	tools/visual_inspector.py	83	except Exception as e:	CODE
LOW	tools/visual_inspector.py	135	except Exception as e:	CODE
LOW	tools/visual_inspector.py	353	except Exception as e:	CODE
LOW	tools/visual_inspector.py	380	except Exception as e:	CODE
LOW	tools/visual_inspector.py	501	except Exception as e:	CODE
LOW	tools/visual_inspector.py	504	except Exception as e:	CODE
LOW	tools/visual_inspector.py	565	except Exception as e:	CODE
LOW⚡	tools/investigation_toolkit.py	380	except Exception as e:	CODE
LOW⚡	tools/investigation_toolkit.py	384	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	179	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	219	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	282	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	308	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	328	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	362	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	678	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	712	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	719	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	760	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	767	except Exception as e:	CODE
LOW	tools/investigation_toolkit.py	928	except Exception as e:	CODE
LOW	tools/quick_debug.py	150	except Exception as e:	STRING
LOW	tools/quick_debug.py	198	except Exception as e:	CODE
LOW	tools/quick_investigate.py	267	except Exception as e:	CODE
LOW	tools/create_reproduction.py	188	except Exception as e:	CODE
LOW	tools/create_reproduction.py	265	except Exception as e:	CODE
MEDIUM	tools/templates/xbrl_parsing_reproduction.py	247	print(f"Error: {result.get('error', 'Unknown')}")	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	92	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	95	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	107	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	120	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	171	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	204	except Exception as e:	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	232	except Exception as e:	CODE
LOW	tools/templates/empty_periods_reproduction.py	107	except Exception as e:	CODE
MEDIUM	tools/templates/entity_facts_reproduction.py	262	print(f"Error: {result.get('error', 'Unknown')}")	CODE
LOW⚡	tools/templates/entity_facts_reproduction.py	103	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	121	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	128	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	141	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	188	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	219	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	244	except Exception as e:	CODE
LOW	tools/templates/entity_facts_reproduction.py	247	except Exception as e:	CODE
LOW⚡	tests/test_unit_handling.py	449	except Exception as e:	CODE
LOW	tests/test_unit_handling.py	535	except Exception as e:	CODE
LOW	tests/test_section_detection_comparison.py	59	except Exception as e:	CODE
LOW	tests/test_feat005_statement_types.py	352	except Exception as e:	CODE
LOW	tests/test_xbrl_statements.py	481	except Exception:	CODE
LOW	tests/test_xbrl_statements.py	526	except Exception:	CODE
LOW	tests/test_xbrl_statements.py	556	except Exception:	CODE
LOW	tests/test_xbrl_statements.py	648	except Exception as e:	CODE
LOW	tests/conftest.py	54	except Exception:	CODE
LOW	tests/conftest.py	67	except Exception:	CODE
LOW⚡	tests/test_xbrl_unit_pointintime.py	480	except Exception:	CODE
1108 more matches not shown…

Redundant / Tautological Comments409 hits · 631 pts

Severity	File	Line	Snippet	Context
LOW	tools/templates/xbrl_parsing_reproduction.py	124	# Check if this matches the reported error	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	50	if cik and cik != "COMPANY_CIK": # Check if CIK was provided	CODE
LOW	tools/templates/entity_facts_reproduction.py	145	# Check if this matches the reported error	COMMENT
LOW⚡	tests/test_unit_handling.py	459	# Check if any facts have scale factors	COMMENT
LOW	tests/test_table_extraction.py	57	# Check if column has numeric data	COMMENT
LOW	tests/conftest.py	424	# Check if test is in any regression folder (supports nested paths)	COMMENT
LOW⚡	tests/test_xbrl_statement_resolver.py	139	# Check if the pattern matches our fake concept	COMMENT
LOW	tests/test_form144.py	280	# Check if is_10b5_1_plan is a boolean	COMMENT
LOW	tests/test_html_parser_regressions.py	840	# Check if Part I sections exist	COMMENT
LOW	…roductions/compatibility/422-timezone-error-windows.py	68	# Check if this is the specific PyArrow timezone error	COMMENT
LOW	…ductions/compatibility/422-pyarrow-timezone-windows.py	172	# Check if this is the known timezone issue	COMMENT
LOW	…filing-parsing/issue_365_split_heading_reproduction.py	150	# Check if document was parsed	STRING
LOW	…g-parsing/issue_447_item_part_conflict_reproduction.py	68	# Check if it contains content from both parts	COMMENT
LOW	…ductions/data-quality/issue_452_fiscal_year_mapping.py	60	# Check if this is a 52/53 week calendar ending in early January	COMMENT
LOW	…eproductions/data-quality/412-solution-and-examples.py	106	# Check if this is a revenue concept with actual values	COMMENT
LOW⚡	…productions/data-quality/issue_440_currency_display.py	110	# Check if XBRL has unit definitions	COMMENT
LOW	…productions/data-quality/issue_440_currency_display.py	126	# Check if XBRL has unit information	COMMENT
LOW	…ons/data-quality/issue_446_root_cause_investigation.py	51	# Check if it has a data method or property	COMMENT
LOW	…ssues/reproductions/data-quality/issue_446_test_fix.py	35	# Check if statements are found in all_statements	COMMENT
LOW	…ssues/reproductions/data-quality/issue_446_test_fix.py	98	# Check if values are populated now	COMMENT
LOW⚡	…ssues/reproductions/data-quality/issue_446_test_fix.py	113	# Check if values are populated now	COMMENT
LOW	…roductions/data-quality/test_multiperiod_statements.py	157	# Check if 2022 and earlier are present	COMMENT
LOW	…roductions/data-quality/test_multiperiod_statements.py	162	# Check if these columns have data	COMMENT
LOW	…roductions/data-quality/test_multiperiod_statements.py	204	# Check if 2021 and earlier are present	COMMENT
LOW	…roductions/data-quality/test_multiperiod_statements.py	209	# Check if these columns have data	COMMENT
LOW⚡	…reproductions/data-quality/test_company_api_methods.py	122	# Check if 2022 and earlier are in the data	COMMENT
LOW⚡	…reproductions/data-quality/test_company_api_methods.py	131	# Check if 2021 and earlier are in the data	COMMENT
LOW	…issues/reproductions/data-quality/test_currency_fix.py	40	# Check if currencies field exists in items that have values	COMMENT
LOW	…productions/xbrl-parsing/issue_282_working_solution.py	110	# Check if this line item contains our target concept	COMMENT
LOW	…ions/xbrl-parsing/issue_416_missing_segment_members.py	120	# Check if these concepts exist in the raw XBRL data	COMMENT
LOW	…oductions/xbrl-parsing/issue_427_xbrl_data_cap_2018.py	66	# Check if we have filings after 2018	COMMENT
LOW	…brl-parsing/issue_450_equity_statement_reproduction.py	100	# Check if values are present	COMMENT
LOW	…brl-parsing/issue_450_equity_statement_reproduction.py	105	# Check if all values are empty/None/NaN	COMMENT
LOW	…brl-parsing/issue_450_equity_statement_reproduction.py	129	# Check if abstracts appear before their children	COMMENT
LOW	…brl-parsing/issue_450_equity_statement_reproduction.py	135	# Check if there are rows before this that could be children	COMMENT
LOW	…brl-parsing/issue_450_equity_statement_reproduction.py	153	# Check if ALL values are False	COMMENT
LOW	…s/xbrl-parsing/issue_450_investigate_missing_totals.py	21	# Check if there are facts for StockholdersEquity concept	COMMENT
LOW	…s/xbrl-parsing/issue_450_investigate_missing_totals.py	75	# Check if this is a dimensional statement	COMMENT
LOW	…reproductions/xbrl-parsing/issue_450_inspect_schema.py	65	# Check if any elements have abstract=True	COMMENT
LOW	…s/issues/reproductions/xbrl-parsing/issue_282_debug.py	60	# Check if the concept exists with a different name	COMMENT
LOW⚡	…s/issues/reproductions/xbrl-parsing/issue_282_debug.py	80	# Check if any line items have diluted shares concept	COMMENT
LOW⚡	…s/reproductions/xbrl-parsing/issue_420_reproduction.py	110	# Check if facts has income statement method	COMMENT
LOW	…-parsing/issue_290_comparison_cost_of_revenue_signs.py	102	# Check if IBM is an outlier	COMMENT
LOW	…uctions/xbrl-parsing/issue_450_debug_abstract_flags.py	76	# Check if this concept is in element catalog	COMMENT
LOW	…tions/xbrl-parsing/issue_450_check_taxonomy_loading.py	67	# Check if taxonomy schemas are accessible	COMMENT
LOW	…roductions/xbrl-parsing/test_multiple_companies_429.py	61	# Display results table	COMMENT
LOW	…tions/xbrl-parsing/issue_408_detailed_investigation.py	51	# Check if rendered version has empty columns	COMMENT
LOW	…oductions/xbrl-parsing/issue_427_clean_reproduction.py	64	# Check if it really "caps out at 2018"	COMMENT
LOW	…eproductions/xbrl-parsing/issue_434_filing_analysis.py	45	# Check if this attachment might contain Kodiak data	COMMENT
LOW	…uctions/xbrl-parsing/issue_282_apple_diluted_shares.py	60	# Check if our target concept is in all_names	COMMENT
LOW	…/reproductions/xbrl-parsing/issue_434_s4_extraction.py	72	# Check if we can get income statement	COMMENT
LOW	…uctions/entity-facts/test_nvda_2020_duplicate_issue.py	84	# Check if this matches the target value	COMMENT
LOW	…uctions/filing-access/issue-436-offline-xbrl-access.py	65	# Check if local file exists for this filing	COMMENT
LOW	…uctions/filing-access/issue-436-offline-xbrl-access.py	93	# Check if this is the expected network timeout error from user's report	COMMENT
LOW	…eproductions/filing-access/investigate_6k_structure.py	36	# Check if it has exhibits	COMMENT
LOW⚡	…eproductions/filing-access/investigate_6k_structure.py	115	# Check if financials work	COMMENT
LOW	…/issues/regression/test_issue_68lp_gh577_validation.py	34	# Check if any dimensional rows have non-NaN values	COMMENT
LOW	…/issues/regression/test_issue_68lp_gh577_validation.py	82	# Check if definition linkbase is available	COMMENT
LOW	…sts/issues/regression/test_issue_469_13f_txt_format.py	299	# Check if it's columnar format by looking for <S> tags in data rows	STRING
LOW	…ues/regression/test_issue_463_value_transformations.py	239	# Check if balance is available in facts	COMMENT
349 more matches not shown…

Deep Nesting752 hits · 617 pts

Severity	File	Line	Context
LOW	tools/visual_inspector.py	31	CODE
LOW	tools/visual_inspector.py	141	CODE
LOW	tools/visual_inspector.py	231	CODE
LOW	tools/visual_inspector.py	385	CODE
LOW	tools/visual_inspector.py	455	CODE
LOW	tools/visual_inspector.py	539	CODE
LOW	tools/investigation_toolkit.py	686	CODE
LOW	tools/investigation_toolkit.py	727	CODE
LOW	tools/investigation_toolkit.py	877	CODE
LOW	tools/investigation_toolkit.py	87	CODE
LOW	tools/investigation_toolkit.py	225	CODE
LOW	tools/investigation_toolkit.py	333	CODE
LOW	tools/investigation_toolkit.py	447	CODE
LOW	tools/quick_debug.py	47	CODE
LOW	tools/quick_debug.py	155	CODE
LOW	tools/quick_investigate.py	33	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	25	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	142	CODE
LOW	tools/templates/xbrl_parsing_reproduction.py	174	CODE
LOW	tests/test_xbrl_facts.py	315	CODE
LOW	tests/test_table_extraction.py	10	CODE
LOW	tests/test_xbrl_statements.py	456	CODE
LOW	tests/test_xbrl_statements.py	497	CODE
LOW	tests/test_xbrl_statements.py	622	CODE
LOW	tests/_offline_harness.py	113	CODE
LOW	tests/test_fundreports_derivatives.py	127	CODE
LOW	tests/test_fundreports_derivatives.py	299	CODE
LOW	tests/test_npx.py	247	CODE
LOW	tests/test_httprequests.py	73	CODE
LOW	tests/test_company_groups.py	136	CODE
LOW	tests/test_company_groups.py	159	CODE
LOW	tests/test_company_groups.py	161	CODE
LOW	tests/test_entity_statements.py	99	CODE
LOW	tests/test_filing.py	639	CODE
LOW	tests/test_xbrl_footnotes.py	8	CODE
LOW	tests/test_to_context.py	520	CODE
LOW	tests/test_period_selector.py	503	CODE
LOW	tests/test_period_selector.py	544	CODE
LOW	tests/test_period_selector.py	698	CODE
LOW	tests/research/check_instance_value_consistency.py	44	CODE
LOW	tests/offerings/eval/run_eval.py	215	CODE
LOW	tests/evaluation/_test_toc_evaluation.py	119	CODE
LOW	tests/evaluation/_test_toc_evaluation.py	267	CODE
LOW	tests/perf/benchmark_html_parser.py	209	CODE
LOW	…eproductions/data-quality/issue_411_standardization.py	29	CODE
LOW	…eproductions/data-quality/issue_411_standardization.py	74	CODE
LOW	…eproductions/data-quality/issue_411_standardization.py	131	CODE
LOW	…eproductions/data-quality/412-solution-and-examples.py	94	CODE
LOW	…es/reproductions/data-quality/simple_statement_test.py	9	CODE
LOW	…productions/data-quality/issue_440_currency_display.py	17	CODE
LOW	…ns/data-quality/issue_412_followup_blank_statements.py	13	CODE
LOW	…ns/data-quality/issue_412_followup_blank_statements.py	80	CODE
LOW	…ions/data-quality/issue_446_xbrl_structure_analysis.py	17	CODE
LOW	…oductions/data-quality/issue_446_20f_missing_values.py	21	CODE
LOW	…oductions/data-quality/issue_446_20f_missing_values.py	122	CODE
LOW	…ons/data-quality/issue_446_root_cause_investigation.py	17	CODE
LOW	…ues/reproductions/data-quality/412-revenue-accuracy.py	27	CODE
LOW	…ues/reproductions/data-quality/412-revenue-accuracy.py	198	CODE
LOW	…uctions/data-quality/issue_411_standardization_test.py	22	CODE
LOW	…roductions/data-quality/test_multiperiod_statements.py	13	CODE
692 more matches not shown…

Self-Referential Comments193 hits · 603 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/create_reproduction.py	55	# Create the directory structure	COMMENT
MEDIUM	tools/create_reproduction.py	166	# Create the script	COMMENT
MEDIUM	tests/test_xbrl_facts.py	129	# Create a mock FactsView	COMMENT
MEDIUM⚡	tests/test_xbrl_facts.py	151	# Create a query using by_label to search for original label	COMMENT
MEDIUM⚡	tests/test_xbrl_facts.py	160	# Create a query using by_label to search for standardized label	COMMENT
MEDIUM⚡	tests/test_xbrl_facts.py	169	# Create a query using by_label with regex pattern matching	COMMENT
MEDIUM	tests/test_xbrl_facts.py	417	# Create a mock FactsView for testing	COMMENT
MEDIUM	tests/test_xbrl_statement_error_handling.py	11	# Create a mock XBRL object that will raise an exception	COMMENT
MEDIUM	tests/test_xbrl_statement_error_handling.py	44	# Create a mock XBRL object that will raise an exception	COMMENT
MEDIUM	tests/test_xbrl_statement_error_handling.py	77	# Create a mock XBRL object with missing attributes	COMMENT
MEDIUM	tests/test_xbrl_statement_error_handling.py	109	# Create a mock XBRL object that succeeds	COMMENT
MEDIUM	tests/test_table_extraction.py	72	# Create a simple test HTML with multi-level headers	COMMENT
MEDIUM	tests/test_entityfacts_stability.py	192	# Create an income statement fact	COMMENT
MEDIUM⚡	tests/test_xbrl_rendering.py	91	# Create a quarterly period (90 days)	COMMENT
MEDIUM	tests/test_synonym_groups.py	359	# Create a JSON file	COMMENT
MEDIUM⚡	tests/test_xbrl_statements.py	386	# Create a statement with a canonical type	COMMENT
MEDIUM	tests/test_funds.py	77	# Create a fund object for testing	COMMENT
MEDIUM	tests/test_beneficial_ownership.py	665	# Create a mock Schedule13D with reporting persons where some have excluded shares	COMMENT
MEDIUM	tests/test_table_max_col_width.py	71	# Create a simple mock table	COMMENT
MEDIUM	tests/test_richtools.py	11	# Create a test table	COMMENT
MEDIUM	tests/test_thirteenf.py	281	# Create a mock filing for Berkshire Hathaway (known company)	COMMENT
MEDIUM	tests/test_thirteenf.py	436	# Create a mock signature with test title	COMMENT
MEDIUM	tests/test_ai_text_methods.py	169	# Create a long string	COMMENT
MEDIUM	tests/test_xbrl_statement_resolver.py	79	# Create a custom concept pattern entry	COMMENT
MEDIUM⚡	tests/test_xbrl_statement_resolver.py	136	# Create a fake statement with a custom namespace to test pattern matching	COMMENT
MEDIUM	tests/test_fund_wrapper.py	35	# Create a Fund from a ticker	COMMENT
MEDIUM	tests/test_fund_wrapper.py	59	# Create a Fund from a series ID	COMMENT
MEDIUM	tests/test_fund_wrapper.py	78	# Create a Fund from a company CIK	COMMENT
MEDIUM	tests/test_storage_management.py	238	# Create a temporary _pcache directory with a test file	COMMENT
MEDIUM	tests/test_storage_management.py	293	# Create a test file	COMMENT
MEDIUM	tests/test_storage_management.py	346	# Create an uncompressed test file	COMMENT
MEDIUM⚡	tests/test_constitution_diagnostics.py	673	# Create a minimal report with one failure	COMMENT
MEDIUM	tests/test_npx.py	8	# Define the path to the sample files	COMMENT
MEDIUM	tests/test_filesystem.py	110	# Create a gzip file directly	COMMENT
MEDIUM	tests/test_xbrl_stitching.py	347	# Create a stitcher	COMMENT
MEDIUM	tests/test_xbrl_stitching.py	421	# Create a stitcher	COMMENT
MEDIUM	tests/test_html_parser_regressions.py	652	# Create a document just over the old streaming threshold	COMMENT
MEDIUM	tests/test_html_parser_regressions.py	928	# Create a document that triggers streaming	COMMENT
MEDIUM⚡	tests/test_periodtype_implementation.py	260	# Create a company instance (won't fetch data in this test)	COMMENT
MEDIUM⚡	tests/test_httprequests.py	492	# Create a truncated gzip file that will cause EOFError	COMMENT
MEDIUM	tests/test_httprequests.py	894	# Create a mock client to verify it gets closed	COMMENT
MEDIUM	tests/test_proxy.py	296	# Create a mock amendment filing (if available)	COMMENT
MEDIUM	tests/test_page_breaks.py	255	# Create a mock filing with HTML content	COMMENT
MEDIUM	tests/test_page_breaks.py	292	# Create a mock attachment with HTML content	COMMENT
MEDIUM	tests/test_entity_facts.py	1384	# Create a mock statement with abstract header	COMMENT
MEDIUM⚡	tests/test_datamule_adapter.py	577	# Create a Filing that matches the real tar	COMMENT
MEDIUM	tests/test_bug_408_annual_periods.py	95	# Create a simple Fact-like object for testing	COMMENT
MEDIUM⚡	tests/thirteenf/test_holdings_aggregation.py	177	# Create a mock ThirteenF with no infotable	COMMENT
MEDIUM	…s/data-quality/issue_452_dnut_revenue_investigation.py	88	# Create a detailed table of revenue facts	COMMENT
MEDIUM	…ions/xbrl-parsing/issue_416_missing_segment_members.py	182	# Create a summary of revenue values by dimension	COMMENT
MEDIUM	…ns/xbrl-parsing/test_issue_475_cashflow_multiperiod.py	92	# Create a stitched view across multiple filings	COMMENT
MEDIUM	…ns/xbrl-parsing/test_issue_475_cashflow_multiperiod.py	188	# Create a stitched view across multiple filings	COMMENT
MEDIUM	…sues/reproductions/filing-access/issue_443_test_fix.py	33	# Create the corrupted submissions file	COMMENT
MEDIUM	…uctions/filing-access/issue_443_simulate_corruption.py	32	# Create the corrupted submissions file	COMMENT
MEDIUM	…es/regression/test_issue_631_save_load_completeness.py	118	# Create a mock attachment with None content	COMMENT
MEDIUM	tests/issues/regression/test_filing_text_baseline.py	163	# This file is the guard on Filing.text(), and while it was `network`-marked it	COMMENT
MEDIUM	…sues/regression/test_issue_1ho_8k_section_detection.py	96	# Create a minimal HTML document with an 8-K item	COMMENT
MEDIUM	…s/issues/regression/test_issue_5d6_plain_text_items.py	61	# Create a mock filing with the same structure	COMMENT
MEDIUM⚡	…/issues/regression/test_issue_674_homepage_fallback.py	115	# Create a mock XML attachment	COMMENT
MEDIUM	…gression/test_issue_488_footnote_undefined_variable.py	24	# Create a minimal XBRL instance document without footnoteLink elements	COMMENT
133 more matches not shown…

Docstring Block Structure104 hits · 520 pts

Severity	File	Line	Snippet	Context
HIGH	docs/guides/entity-api-guide.md	155	Download an icon for a given ticker as a PNG image, if available. Args: ticker: Stock ticker symbol (e	STRING
HIGH	edgar/enums.py	493	Enhanced parameter validation with intelligent error messages. Args: value: The parameter value to val	STRING
HIGH	edgar/enums.py	577	Validate and normalize form type parameter using enhanced validation. Args: form: Form type as FormTyp	STRING
HIGH	edgar/enums.py	600	Validate and normalize period type parameter using enhanced validation. Args: period: Period type as P	STRING
HIGH	edgar/enums.py	623	Validate and normalize statement type parameter using enhanced validation. Args: statement: Statement	STRING
HIGH	edgar/filesystem.py	59	Configure cloud storage for EdgarTools. Once configured, all file operations (reading filings, storing data)	STRING
HIGH	edgar/filesystem.py	765	Sync local filing data to configured cloud storage. This function uploads files from local storage to cloud st	STRING
HIGH	edgar/httprequests.py	668	Sends a GET request with retry functionality and identity handling. Args: url (str): The URL to send t	STRING
HIGH	edgar/httprequests.py	708	Sends an asynchronous GET request with retry functionality and identity handling. Args: url (str): The	STRING
HIGH	edgar/httprequests.py	750	Sends a streaming GET request with retry functionality and identity handling. Args: url (str): The URL	STRING
HIGH	edgar/httprequests.py	793	Sends a POST request with retry functionality and identity handling. Args: url (str): The URL to send	STRING
HIGH	edgar/httprequests.py	837	Sends an asynchronous POST request with retry functionality and identity handling. Args: url (str): Th	STRING
HIGH	edgar/httprequests.py	900	Download and decompress a gzip file with retry logic. This handles cases where SEC serves corrupted gzip files	STRING
HIGH	edgar/httprequests.py	1265	Download and extract bulk data from zip or tar.gz archives Args: client: The httpx.AsyncClient instanc	STRING
HIGH	edgar/context.py	31	Compose one or more edgartools objects into a single LLM-ready context string. Takes any objects that satisfy the H	STRING
HIGH	edgar/_filings.py	2163	Grep for exact text matches across all filing documents. Like `grep -ri` on a directory — searches the	STRING
HIGH	edgar/dates.py	17	Split a date or a date range into start_date and end_date Examples: extract_dates("2022-03-04") -> 2022	STRING
HIGH	edgar/offerings/crowdfunding/campaign.py	107	Initialize a Campaign from a filing or file number. Optimization: Converts Filing→EntityFiling and par	STRING
HIGH	edgar/beneficial_ownership/schedule13.py	208	Parse Schedule 13D XML and return dict of all fields. Args: xml: XML content as string	STRING
HIGH	edgar/beneficial_ownership/schedule13.py	408	Create Schedule13D instance from a Filing object. Args: filing: Filing object with form 'S	STRING
HIGH	edgar/beneficial_ownership/schedule13.py	684	Parse Schedule 13G XML and return dict of all fields. Args: xml: XML content as string	STRING
HIGH	edgar/beneficial_ownership/schedule13.py	910	Create Schedule13G instance from a Filing object. Args: filing: Filing object with form 'S	STRING
HIGH	edgar/ttm/calculator.py	140	Calculate TTM value as of a specific date. Selects the 4 most recent consecutive quarters ending on or before	STRING
HIGH	edgar/ttm/calculator.py	236	Calculate rolling TTM values for multiple periods. Creates a time series of TTM values, with each row represent	STRING
HIGH	edgar/company_reports/_base.py	82	Grep for exact text matches across the filing. Delegates to the underlying Filing.grep(). Case-insensi	STRING
HIGH	edgar/company_reports/_base.py	207	Get item or part text from the filing. Args: item_or_part: Item identifier (e.g., "Item 1"	STRING
HIGH	edgar/company_reports/_structures.py	55	Extract item numbers from filing sections using a regex pattern. This is a shared utility to eliminate code du	STRING
HIGH	edgar/diagnose_ssl/__init__.py	37	Run SSL diagnostics and optionally display results. This function checks your environment's ability to connect	STRING
HIGH	edgar/entity/query.py	267	Filter by date range. Args: start: Start date (inclusive). Can be a date object or string	STRING
HIGH	edgar/entity/entity_facts.py	98	Get company facts for a given CIK. Args: cik: The company CIK Returns: CompanyFacts: The	STRING
HIGH	edgar/entity/core.py	1073	Get balance sheet data for this company. Args: periods: Number of periods to retrieve (def	STRING
HIGH	edgar/entity/core.py	1274	Calculate Trailing Twelve Months value for a concept. Args: concept: XBRL concept name (e.g., 'Reve	STRING
HIGH	edgar/entity/core.py	1301	Get Trailing Twelve Months revenue. Tries common revenue concepts in order of preference. Args:	STRING
HIGH	edgar/entity/core.py	1320	Get Trailing Twelve Months net income. Tries common net income concepts in order of preference. Args:	STRING
HIGH	edgar/entity/utils.py	99	Normalize a CIK to an integer by removing leading zeros. Args: cik_or_identifier: CIK as string or int	STRING
HIGH	edgar/entity/enhanced_statement.py	1165	Validate that fiscal_year is reasonable given period_end and the company's FYE. This handles SEC Facts API dat	STRING
HIGH	edgar/entity/enhanced_statement.py	1236	Validate that period_end matches the expected month for the fiscal_period. This filters out comparative period	STRING
HIGH	edgar/entity/enhanced_statement.py	1321	Calculate the fiscal year label for a period based on the dominant convention: fiscal years are named by the ca	STRING
HIGH	edgar/sgml/sgml_common.py	41	Read content from a URL, file path, or EdgarPath, yielding lines as strings. Automatically handles gzip-compres	STRING
HIGH	edgar/sgml/sgml_common.py	97	Read content from either a URL or file path into a string. Uses existing read_content generator function.	STRING
HIGH	edgar/sgml/sgml_common.py	125	Stream SGML documents from either a URL or file path, yielding parsed documents. Args: source: Either	STRING
HIGH	edgar/sgml/sgml_common.py	172	Parses the raw submission text and returns the filing header along with a dictionary mapping document sequence	STRING
HIGH	edgar/sgml/sgml_common.py	451	Create FilingSGML instance from either a URL or file path. Parses both header and documents. I	STRING
HIGH	edgar/sgml/sgml_common.py	490	Create FilingSGML instance from either full text submission. Parses both header and documents.	STRING
HIGH	edgar/storage/_local.py	71	Enable or disable local storage, optionally setting the storage path. This function supports multiple calling	STRING
HIGH	edgar/storage/_local.py	583	Reads an SEC EDGAR file listing directory and returns file information as a DataFrame. Args: url (str)	STRING
HIGH	edgar/storage/_local.py	657	Reads the SEC EDGAR filing feed directory and returns file information as a DataFrame. Args: url (str)	STRING
HIGH	edgar/storage/_local.py	720	Compress a filing file using gzip and optionally delete the original. Args: file_path: Path to the fil	STRING
HIGH	edgar/storage/_local.py	759	Decompress a gzip-compressed filing file. Args: file_path: Path to the compressed file output_	STRING
HIGH	edgar/search/efts.py	515	Full-text search across SEC filing content via EDGAR EFTS. Searches the actual text of filings — not just meta	STRING
HIGH	edgar/xbrl/abstract_detection.py	83	Determine if an XBRL concept should be marked as abstract using multiple fallback strategies. Strategy priorit	STRING
HIGH	edgar/xbrl/facts.py	384	Filter facts by dimension with flexible matching. This method provides intelligent matching for dimens	STRING
HIGH	edgar/xbrl/current_period.py	418	Internal method to get statement data as DataFrame for current period. Args: statement_typ	STRING
HIGH	edgar/xbrl/current_period.py	557	Internal method to get statement as a Statement object for current period. Args: statement	STRING
HIGH	edgar/xbrl/core.py	415	Convert unit_ref to human-readable unit name. Maps XBRL unit references to standard display names: - 'U-Mo	STRING
HIGH	edgar/xbrl/core.py	480	Determine if a period type represents a point-in-time value. Args: period_type: XBRL period type ('ins	STRING
HIGH	edgar/xbrl/notes.py	494	Look up a note by number or exact title. Args: key: int (note number, 1-based) or str (exa	STRING
HIGH	edgar/xbrl/notes.py	518	Search notes by keyword. Returns all matches, best first. Ranking: exact title > title starts with key	STRING
HIGH	edgar/xbrl/notes.py	565	Grep note content for exact text matches. Unlike search() which matches note titles, grep() searches t	STRING
HIGH	edgar/xbrl/presentation.py	59	Convert string or enum to StatementView. Args: view: A StatementView enum value or string ('standard', 'det	STRING
44 more matches not shown…

AI Slop Vocabulary144 hits · 368 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	93	"click>=8.0.0", # CLI interface for test harness	CODE
MEDIUM	pyproject.toml	255	# Regression tests (run separately/on-demand for comprehensive bug prevention)	COMMENT
MEDIUM⚡	tools/investigation_toolkit.py	391	"""Generate comprehensive investigation report"""	STRING
MEDIUM	tests/test_feat005_statement_types.py	46	# Test comprehensive income	COMMENT
MEDIUM	tests/test_feat005_statement_types.py	124	# Test COMPREHENSIVE_STATEMENTS (includes comprehensive income)	COMMENT
MEDIUM⚡	tests/test_feat005_statement_types.py	221	# Test comprehensive analysis workflow	COMMENT
MEDIUM⚡	tests/test_feat005_statement_types.py	223	"""Mock comprehensive statement analysis."""	STRING
MEDIUM	tests/conftest.py	358	# The measurement is a committed harness, so it does not have to be rebuilt	COMMENT
MEDIUM	tests/conftest.py	364	# harness before adding it below: failing offline and being broken look	COMMENT
MEDIUM⚡	tests/test_xbrl_unit_pointintime.py	315	# Local fixture tests provide comprehensive coverage of real-world XBRL data	COMMENT
MEDIUM	tests/test_fundreports_derivatives.py	201	# Test with both samples to ensure robust NA handling	COMMENT
LOW	tests/test_ten_d.py	408	# Should not raise, just return empty data	COMMENT
MEDIUM	tests/test_markdown_parity_ratchet.py	61	# numbers is the next refinement to the harness, and would likely drop this	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	62	# Should NOT have comprehensive columns	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	82	# Should have comprehensive columns	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	111	# Should have comprehensive columns	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	241	# Should auto-enable comprehensive mode	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	256	# Should auto-enable comprehensive mode	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	415	# Should return comprehensive dataset	COMMENT
MEDIUM	tests/test_company_subsets_metadata.py	196	# Should have comprehensive columns	COMMENT
MEDIUM	tests/test_company_subsets_metadata.py	509	# Should not have comprehensive columns	COMMENT
MEDIUM⚡	tests/test_company_subsets_metadata.py	453	"""Test that comprehensive mode uses caching on subsequent calls."""	STRING
MEDIUM	tests/test_thirteenf.py	357	"""Test comprehensive manager information summary"""	STRING
MEDIUM	tests/test_fast_table_renderer.py	322	# Run comprehensive test suite	COMMENT
MEDIUM⚡	tests/test_current_period.py	244	# Verify it's a comprehensive income statement	COMMENT
MEDIUM⚡	tests/test_current_period.py	237	"""Test comprehensive income statement retrieval."""	STRING
MEDIUM⚡	tests/test_standardization.py	545	"""ComprehensiveIncome should still list IFRS comprehensive concepts."""	STRING
MEDIUM	tests/offerings/eval/run_eval.py	228	except Exception as ex: # noqa: BLE001 — the harness must survive any filing	CODE
MEDIUM	…estAgencyDealAgentExtraction.test_atm_sales_agent.yaml	4541	holder’s depositary shares. The depositary will endeavor, insofar as	CODE
MEDIUM⚡	tests/issues/_templates/filing-access-template.py	67	"""Test robust filing download with retry logic."""	STRING
MEDIUM⚡	…ductions/compatibility/422-pyarrow-timezone-windows.py	156	"""Test robust filings retrieval with error handling."""	STRING
MEDIUM	…s/issues/reproductions/data-quality/322-xomearnings.py	37	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…s/issues/reproductions/data-quality/408-appleincome.py	37	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…sues/reproductions/data-quality/350-multifinancials.py	22	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…sts/issues/reproductions/data-quality/405-aaplfacts.py	24	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…/reproductions/data-quality/298-aaplmultifinancials.py	33	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…sts/issues/reproductions/data-quality/339-amdincome.py	37	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	tests/issues/reproductions/data-quality/349-toexcel.py	27	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…reproductions/data-quality/339-multifinancialsorder.py	127	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…es/reproductions/data-quality/352-applebalancesheet.py	29	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…sues/reproductions/data-quality/362-balancesheetcmi.py	36	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…reproductions/data-quality/341-nvdaearningspershare.py	39	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…/issues/reproductions/data-quality/342-nvdaearnings.py	29	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…s/issues/reproductions/data-quality/329-msftrevenue.py	86	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM⚡	…/reproductions/data-quality/test_issue_411_solution.py	72	"""Test the comprehensive get_financial_metrics() method."""	STRING
MEDIUM⚡	…/reproductions/data-quality/test_issue_411_solution.py	78	# Test with Apple (known to have comprehensive data)	COMMENT
MEDIUM	…sts/issues/reproductions/xbrl-parsing/309-messydata.py	31	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…reproductions/xbrl-parsing/legacy-ccc-morganstanley.py	29	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…es/reproductions/xbrl-parsing/315-applebalancesheet.py	35	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…/issues/reproductions/xbrl-parsing/310-teslarevenue.py	59	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…reproductions/xbrl-parsing/334-inconsistentsignrand.py	55	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…ssues/reproductions/xbrl-parsing/304-avgostatements.py	27	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…oductions/xbrl-parsing/legacy-ddd-berkshirehathaway.py	34	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…issues/reproductions/xbrl-parsing/370-maradataframe.py	37	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…sues/reproductions/xbrl-parsing/legacy-aaa-tesla10k.py	25	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…productions/xbrl-parsing/legacy-aaa-aesfiscalperiod.py	56	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…es/reproductions/xbrl-parsing/408-applecashflowxbrl.py	30	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…s/reproductions/xbrl-parsing/399-balancesheetperiod.py	30	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…es/reproductions/xbrl-parsing/394-filterbydimension.py	42	# - Add proper assertions and error handling for robust testing	COMMENT
MEDIUM	…/reproductions/xbrl-parsing/396-comprehensiveincome.py	30	# - Add proper assertions and error handling for robust testing	COMMENT
84 more matches not shown…

Structural Annotation Overuse187 hits · 365 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	45	# Step 1: Get the filing	COMMENT
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	50	# Step 2: Load XBRL	COMMENT
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	55	# Step 3: Check basic XBRL properties	COMMENT
LOW	tools/templates/xbrl_parsing_reproduction.py	70	# Step 4: Test specific functionality mentioned in issue	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	47	# Step 1: Get the company object	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	57	# Step 2: Access facts	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	62	# Step 3: Test basic facts properties	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	71	# Step 4: Test statement access	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	110	# Step 5: Test specific functionality mentioned in issue	COMMENT
LOW⚡	tests/test_ai_native_context.py	250	# Step 1: Company (Company now has .to_context() for consistency)	COMMENT
LOW⚡	tests/test_ai_native_context.py	253	# Step 2: Filings hints at .latest()	COMMENT
LOW⚡	tests/test_ai_native_context.py	261	# Step 3: Filing hints at .obj()	COMMENT
LOW⚡	tests/test_ai_native_context.py	266	# Step 4: FormC hints at .get_offering()	COMMENT
LOW⚡	tests/test_ai_native_context.py	271	# Step 5: Offering provides lifecycle (already tested in other tests)	COMMENT
LOW⚡	…tions/data-quality/issue_452_period_selection_debug.py	23	# Step 1: Check available reporting periods	COMMENT
LOW⚡	…tions/data-quality/issue_452_period_selection_debug.py	28	# Step 2: Get the income statement using the high-level API	COMMENT
LOW	…tions/data-quality/issue_452_period_selection_debug.py	48	# Step 3: Examine all revenue facts for period ending 2023-12-31	COMMENT
LOW	…tions/data-quality/issue_452_period_selection_debug.py	87	# Step 4: Look specifically at the period ending 2023-12-31	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	28	# Step 1: Reproduce the issue	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	53	# Step 2: Get the latest 10-K filing details	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	64	# Step 3: Examine XBRL data for revenue facts	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	124	# Step 4: Identify the dual-date issue	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	155	# Step 5: Check available periods in xbrl	COMMENT
LOW⚡	…oductions/data-quality/issue_452_statement_analysis.py	80	# Step 2: Check what revenue concept is being used in the statement	COMMENT
LOW	…oductions/data-quality/issue_452_statement_analysis.py	92	# Step 3: Check for the specific period and see what revenue is reported	COMMENT
LOW	…oductions/data-quality/issue_452_statement_analysis.py	123	# Step 4: Look at the raw XBRL to see if $1.530B appears anywhere	COMMENT
LOW	.claude/agents/issue-handler.md	155	### Step 1: Quick Visual Inspection (30 seconds)	COMMENT
LOW	.claude/agents/issue-handler.md	166	### Step 2: Pattern-Based Analysis (2-5 minutes)	COMMENT
LOW	.claude/agents/issue-handler.md	184	### Step 3: Auto-Generated Reproduction (1-2 minutes)	COMMENT
LOW	.claude/agents/issue-handler.md	200	### Step 4: Known Pattern Detection	COMMENT
LOW	.claude/agents/issue-handler.md	208	### Step 5: Knowledge Check (Integrated)	COMMENT
LOW	.claude/commands/checkpoint.md	9	## Step 1: Determine Context	COMMENT
LOW	.claude/commands/checkpoint.md	15	## Step 2: Create Checkpoint Document	COMMENT
LOW	.claude/commands/checkpoint.md	72	## Step 3: Quality Check	COMMENT
LOW	.claude/commands/checkpoint.md	81	## Step 4: Save and Instruct	COMMENT
LOW	docs/advanced-search.md	295	# Step 1: Find relevant sections	COMMENT
LOW	docs/advanced-search.md	302	# Step 2: Investigate full sections	COMMENT
LOW⚡	docs/invalid-return-type-phase2-analysis.md	189	### Step 1: Safe Fixes (Start here)	COMMENT
LOW⚡	docs/invalid-return-type-phase2-analysis.md	193	### Step 2: Medium Risk (After testing)	COMMENT
LOW⚡	docs/invalid-return-type-phase2-analysis.md	198	### Step 3: Defer to Phase 3	COMMENT
LOW	docs/quickstart.md	11	## Step 1: Install EdgarTools	COMMENT
LOW	docs/quickstart.md	23	## Step 2: Set Your Identity	COMMENT
LOW	docs/quickstart.md	36	## Step 3: Get a Company	COMMENT
LOW	docs/quickstart.md	58	## Step 4: Get Financial Statements	COMMENT
LOW	docs/quickstart.md	79	## Step 5: Get Specific Values	COMMENT
LOW	docs/quickstart.md	91	## Step 6: Export to DataFrame	COMMENT
LOW	docs/quickstart.md	106	## Step 7: Browse Company Filings	COMMENT
LOW	docs/quickstart.md	160	## Step 8: Next Steps	COMMENT
LOW⚡	docs/invalid-return-type-comprehensive-report.md	133	### Step 1: Quick Wins (Est. 15-20 errors)	COMMENT
LOW⚡	docs/invalid-return-type-comprehensive-report.md	142	### Step 2: Utility Functions (Est. 10 errors)	COMMENT
LOW⚡	docs/invalid-return-type-comprehensive-report.md	150	### Step 3: Financial Core (Est. 15 errors)	COMMENT
LOW⚡	docs/invalid-return-type-comprehensive-report.md	158	### Step 4: Defer Deprecated Code (12 errors)	COMMENT
LOW	docs/guides/local-storage.md	233	# Step 1: Download metadata (company info, filing indexes, facts API data)	COMMENT
LOW	docs/guides/local-storage.md	236	# Step 2: Download actual filing documents for XBRL parsing	COMMENT
LOW⚡	docs/guides/full-text-search.md	261	# Step 1: Find filings across EDGAR	COMMENT
LOW⚡	docs/guides/full-text-search.md	265	# Step 2: Triage from metadata	COMMENT
LOW⚡	docs/guides/full-text-search.md	269	# Step 3: Check who shows up most	COMMENT
LOW⚡	docs/guides/full-text-search.md	273	# Step 4: Deep dive on an interesting hit	COMMENT
LOW⚡	docs/guides/full-text-search.md	277	# Step 5: Grep the 10-K for related terms	COMMENT
LOW⚡	docs/guides/stock-splits-eps-normalization.md	224	# Step 1: Get NVIDIA data	COMMENT
127 more matches not shown…

Cross-File Repetition52 hits · 260 pts

Severity	File	Snippet	Context
HIGH	…ettes/TestDeal.test_bofa_structured_note_graceful.yaml	ggemn3qd\\\"kipj1>kt$vc[t\\>?\"/q1\nm\\-/v/_be\\-;?p;k*6gav+1=0o=6_lj81zgj#32rzc<0r[!ymo!&d$8?&%6(l\nm3alux]j'q \\6_p##)	STRING
HIGH	…eringTypeClassification.test_bofa_structured_note.yaml	ggemn3qd\\\"kipj1>kt$vc[t\\>?\"/q1\nm\\-/v/_be\\-;?p;k*6gav+1=0o=6_lj81zgj#32rzc<0r[!ymo!&d$8?&%6(l\nm3alux]j'q \\6_p##)	STRING
HIGH	…tes/TestObjDispatch.test_424b2_returns_prospectus.yaml	ggemn3qd\\\"kipj1>kt$vc[t\\>?\"/q1\nm\\-/v/_be\\-;?p;k*6gav+1=0o=6_lj81zgj#32rzc<0r[!ymo!&d$8?&%6(l\nm3alux]j'q \\6_p##)	STRING
HIGH	…verPageExtraction.test_bofa_424b2_structured_note.yaml	ggemn3qd\\\"kipj1>kt$vc[t\\>?\"/q1\nm\\-/v/_be\\-;?p;k*6gav+1=0o=6_lj81zgj#32rzc<0r[!ymo!&d$8?&%6(l\nm3alux]j'q \\6_p##)	STRING
HIGH	tests/issues/_templates/data-quality-template.py	test case for github issue #{issue_number} - {issue_title}	STRING
HIGH	tests/issues/_templates/performance-template.py	test case for github issue #{issue_number} - {issue_title}	STRING
HIGH	tests/issues/_templates/compatibility-template.py	test case for github issue #{issue_number} - {issue_title}	STRING
HIGH	tests/issues/_templates/xbrl-parsing-template.py	test case for github issue #{issue_number} - {issue_title}	STRING
HIGH	tests/issues/_templates/filing-access-template.py	test case for github issue #{issue_number} - {issue_title}	STRING
HIGH	docs/to-context-guidelines.md	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/muniadvisors.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/form144.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/effect.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/offerings/exempt/formd.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/beneficial_ownership/schedule13.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/proxy/core.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/company_reports/sixk.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/company_reports/current_report.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/company_reports/twenty_f.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/ownership/forms.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/xbrl/statements.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/abs/ten_d.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/thirteenf/models.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/funds/nmfp3.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/funds/ncen.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/funds/ncsr.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/funds/reports.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/funds/prospectus497k.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/npx/npx.py	ai-optimized context string. args: detail: 'minimal' (~100 tokens), 'standard' (~300 tokens), 'full' (~500+ tokens)	STRING
HIGH	edgar/offerings/prospectus/registration_s3.py	primary entry point. extracts cover page, fee table, and offering type.	STRING
HIGH	edgar/offerings/prospectus/registration_s1.py	primary entry point. extracts cover page, fee table, and offering type.	STRING
HIGH	edgar/offerings/prospectus/registration_s4.py	primary entry point. extracts cover page, fee table, and offering type.	STRING
HIGH	edgar/offerings/prospectus/registration_s3.py	all filings under the same registration file number.	STRING
HIGH	edgar/offerings/prospectus/registration_s1.py	all filings under the same registration file number.	STRING
HIGH	edgar/offerings/prospectus/registration_s4.py	all filings under the same registration file number.	STRING
HIGH	edgar/xbrl/facts.py	filter by fiscal period (fy, q1, q2, q3, q4). args: fiscal_period: fiscal period identifier returns: self for method cha	STRING
HIGH	edgar/xbrl/design/XBRLS_Query_Design.md	filter by fiscal period (fy, q1, q2, q3, q4). args: fiscal_period: fiscal period identifier returns: self for method cha	STRING
HIGH	edgar/xbrl/stitching/query.py	filter by fiscal period (fy, q1, q2, q3, q4). args: fiscal_period: fiscal period identifier returns: self for method cha	STRING
HIGH	edgar/xbrl/statement_resolver.py	initialize with an xbrl object. args: xbrl: xbrl object containing parsed data	STRING
HIGH	edgar/xbrl/fund_statements.py	initialize with an xbrl object. args: xbrl: xbrl object containing parsed data	STRING
HIGH	edgar/xbrl/statements.py	initialize with an xbrl object. args: xbrl: xbrl object containing parsed data	STRING
HIGH	edgar/xbrl/design/xbrl-instance-parser-design.md	extract and register all namespaces from the document.	STRING
HIGH	edgar/xbrl/design/xbrl-definition-parser-design.md	extract and register all namespaces from the document.	STRING
HIGH	edgar/xbrl/design/xbrl-calculation-parser-design.md	extract and register all namespaces from the document.	STRING
HIGH	edgar/xbrl/design/xbrl-presentation-parser-design.md	extract and register all namespaces from the document.	STRING
HIGH	edgar/xbrl/design/xbrl-definition-parser-design.md	remove relationships that are effectively prohibited.	STRING
HIGH	edgar/xbrl/design/xbrl-calculation-parser-design.md	remove relationships that are effectively prohibited.	STRING
HIGH	edgar/xbrl/design/xbrl-presentation-parser-design.md	remove relationships that are effectively prohibited.	STRING
HIGH	edgar/funds/nmfp3.py	the source filing object, if this report was created via from_filing().	STRING
HIGH	edgar/funds/ncen.py	the source filing object, if this report was created via from_filing().	STRING
HIGH	edgar/funds/ncsr.py	the source filing object, if this report was created via from_filing().	STRING
HIGH	edgar/funds/reports.py	the source filing object, if this report was created via from_filing().	STRING

Modern Structural Boilerplate235 hits · 240 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	10	logger = logging.getLogger(__name__)	CODE
LOW⚡	tests/issues/regression/test_mcp_fpi_support.py	20	logger = logging.getLogger(__name__)	CODE
LOW	scripts/harness/__init__.py	26	__all__ = [	CODE
LOW⚡	edgar/xmlfiling.py	34	__all__ = ['XmlFiling']	CODE
LOW	edgar/enums.py	43	__all__ = [	CODE
LOW	edgar/muniadvisors.py	18	__all__ = [	CODE
LOW	edgar/config.py	27	__all__ = ['SEC_BASE_URL', 'SEC_DATA_URL', 'SEC_XBRL_URL', 'SEC_ARCHIVE_URL', 'VERBOSE_EXCEPTIONS']	CODE
LOW	edgar/shelfofferings.py	3	__all__ = [	CODE
LOW	edgar/earnings.py	36	logger = logging.getLogger(__name__)	CODE
LOW	edgar/earnings.py	49	__all__ = [	CODE
LOW	edgar/paths.py	29	__all__ = [	CODE
LOW	edgar/paths.py	120	def set_data_directory(path: Union[str, Path]) -> None:	CODE
LOW	edgar/paths.py	177	def set_cache_directory(path: Union[str, Path]) -> None:	CODE
LOW	edgar/paths.py	252	def set_test_directory(path: Union[str, Path]) -> None:	CODE
LOW	edgar/paths.py	305	def set_claude_skills_directory(path: Union[str, Path]) -> None:	CODE
LOW	edgar/xmltools.py	6	__all__ = [	CODE
LOW	edgar/form144.py	17	__all__ = ['Form144',	CODE
LOW	edgar/filesystem.py	33	__all__ = [	CODE
LOW	edgar/current_filings.py	22	__all__ = [	CODE
LOW	edgar/core.py	44	__all__ = [	CODE
LOW	edgar/httprequests.py	31	__all__ = [	CODE
LOW	edgar/httprequests.py	1247	logger = logging.getLogger(__name__)	CODE
LOW	edgar/attachments.py	43	__all__ = ['Attachment', 'Attachments', 'FilingHomepage', 'FilerInfo', 'AttachmentServer', 'sec_document_url', 'get_docu	CODE
LOW	edgar/forms.py	14	__all__ = [	CODE
LOW	edgar/_party.py	15	__all__ = [	CODE
LOW	edgar/context.py	10	__all__ = ['HasContext', 'compose_context']	CODE
LOW	edgar/_markdown.py	12	__all__ = [	CODE
LOW	edgar/markdown.py	21	__all__ = [	CODE
LOW	edgar/_filings.py	84	__all__ = [	CODE
LOW⚡	edgar/correspondence.py	31	__all__ = ['Correspondence', 'CorrespondenceThread', 'CorrespondenceType']	CODE
LOW	edgar/datatools.py	9	__all__ = [	CODE
LOW	edgar/dates.py	4	__all__ = [	CODE
LOW	edgar/headers.py	21	__all__ = ['FilingDirectory', 'IndexHeaders', 'ReportingOwner', 'CompanyData', 'FilingValues', 'FormerCompany']	CODE
LOW	edgar/urls.py	9	__all__ = [	CODE
LOW	edgar/richtools.py	15	__all__ = [	CODE
LOW	edgar/effect.py	11	__all__ = [	CODE
LOW	edgar/offerings/__init__.py	29	__all__ = [	CODE
LOW	edgar/offerings/exempt/__init__.py	6	__all__ = ["FormD"]	CODE
LOW	edgar/offerings/exempt/formd.py	16	__all__ = [	CODE
LOW⚡	edgar/offerings/prospectus/_s3_cover.py	20	__all__ = ['S3OfferingType', 'S3CoverPage', '_extract_s3_cover_page',	CODE
LOW⚡	edgar/offerings/prospectus/registration_s3.py	46	__all__ = ['RegistrationS3', 'S3OfferingType', 'S3CoverPage']	CODE
LOW⚡	edgar/offerings/prospectus/_s4_cover.py	34	__all__ = ['S4OfferingType', 'S4CoverPage', '_extract_s4_cover_page',	CODE
LOW	edgar/offerings/prospectus/__init__.py	48	__all__ = [	CODE
LOW	edgar/offerings/prospectus/_s1_cover.py	22	__all__ = ['extract_s1_cover_page']	CODE
LOW⚡	edgar/offerings/prospectus/registration_s1.py	41	__all__ = ['RegistrationS1', 'S1OfferingType', 'S1CoverPage']	CODE
LOW	edgar/offerings/prospectus/_424b_classifier.py	26	__all__ = ['classify_offering_type']	CODE
LOW	edgar/offerings/prospectus/_424b_xbrl.py	24	__all__ = ['extract_filing_fees_xbrl']	CODE
LOW⚡	edgar/offerings/prospectus/registration_s4.py	46	__all__ = ['RegistrationS4', 'S4OfferingType', 'S4CoverPage']	CODE
LOW	edgar/offerings/prospectus/_424b_cover.py	18	__all__ = ['extract_cover_page_fields', 'extract_underwriting_from_text']	CODE
LOW	edgar/offerings/prospectus/_s1_classifier.py	19	__all__ = ['classify_s1_offering_type']	CODE
LOW⚡	edgar/offerings/prospectus/drs.py	37	__all__ = ['DraftRegistrationStatement']	CODE
LOW	edgar/offerings/prospectus/_424b_tables/__init__.py	67	__all__ = [	CODE
LOW	edgar/offerings/prospectus/_fee_table/__init__.py	54	__all__ = ['extract_registration_fee_table']	CODE
LOW	edgar/offerings/crowdfunding/__init__.py	23	__all__ = [	CODE
LOW	edgar/offerings/crowdfunding/campaign.py	85	__all__ = ['Offering', 'Campaign'] # Campaign kept for backwards compatibility	CODE
LOW	edgar/offerings/crowdfunding/formc/__init__.py	27	__all__ = ['FormC', 'Signer', 'FundingPortal', 'IssuerCompany']	CODE
LOW	edgar/beneficial_ownership/models.py	12	__all__ = [	CODE
LOW	edgar/beneficial_ownership/rendering.py	18	__all__ = ['render_schedule13d', 'render_schedule13g']	CODE
LOW	edgar/beneficial_ownership/amendments.py	13	__all__ = ['AmendmentInfo', 'OwnershipComparison']	CODE
LOW	edgar/beneficial_ownership/__init__.py	26	__all__ = [	CODE
175 more matches not shown…

Verbosity Indicators91 hits · 183 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	45	# Step 1: Get the filing	COMMENT
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	50	# Step 2: Load XBRL	COMMENT
LOW⚡	tools/templates/xbrl_parsing_reproduction.py	55	# Step 3: Check basic XBRL properties	COMMENT
LOW	tools/templates/xbrl_parsing_reproduction.py	70	# Step 4: Test specific functionality mentioned in issue	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	47	# Step 1: Get the company object	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	57	# Step 2: Access facts	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	62	# Step 3: Test basic facts properties	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	71	# Step 4: Test statement access	COMMENT
LOW⚡	tools/templates/entity_facts_reproduction.py	110	# Step 5: Test specific functionality mentioned in issue	COMMENT
LOW⚡	tests/test_ai_native_context.py	250	# Step 1: Company (Company now has .to_context() for consistency)	COMMENT
LOW⚡	tests/test_ai_native_context.py	253	# Step 2: Filings hints at .latest()	COMMENT
LOW⚡	tests/test_ai_native_context.py	261	# Step 3: Filing hints at .obj()	COMMENT
LOW⚡	tests/test_ai_native_context.py	266	# Step 4: FormC hints at .get_offering()	COMMENT
LOW⚡	tests/test_ai_native_context.py	271	# Step 5: Offering provides lifecycle (already tested in other tests)	COMMENT
LOW⚡	…tions/data-quality/issue_452_period_selection_debug.py	23	# Step 1: Check available reporting periods	COMMENT
LOW⚡	…tions/data-quality/issue_452_period_selection_debug.py	28	# Step 2: Get the income statement using the high-level API	COMMENT
LOW	…tions/data-quality/issue_452_period_selection_debug.py	48	# Step 3: Examine all revenue facts for period ending 2023-12-31	COMMENT
LOW	…tions/data-quality/issue_452_period_selection_debug.py	87	# Step 4: Look specifically at the period ending 2023-12-31	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	28	# Step 1: Reproduce the issue	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	53	# Step 2: Get the latest 10-K filing details	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	64	# Step 3: Examine XBRL data for revenue facts	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	124	# Step 4: Identify the dual-date issue	COMMENT
LOW	…s/data-quality/issue_452_dnut_revenue_investigation.py	155	# Step 5: Check available periods in xbrl	COMMENT
LOW⚡	…oductions/data-quality/issue_452_statement_analysis.py	80	# Step 2: Check what revenue concept is being used in the statement	COMMENT
LOW	…oductions/data-quality/issue_452_statement_analysis.py	92	# Step 3: Check for the specific period and see what revenue is reported	COMMENT
LOW	…oductions/data-quality/issue_452_statement_analysis.py	123	# Step 4: Look at the raw XBRL to see if $1.530B appears anywhere	COMMENT
LOW⚡	examples/scripts/ai/basic_docs.py	104	# Step 1: Browse general documentation	COMMENT
LOW⚡	examples/scripts/ai/basic_docs.py	109	# Step 2: Search for specific functionality	COMMENT
LOW⚡	examples/scripts/ai/basic_docs.py	118	# Step 3: Try the code	COMMENT
LOW⚡	examples/scripts/ai/basic_docs.py	125	# Step 4: Learn about the result object	COMMENT
LOW⚡	examples/scripts/ai/skills_usage.py	179	# Step 1: Define companies	COMMENT
LOW⚡	examples/scripts/ai/skills_usage.py	183	# Step 2: Get revenue trends	COMMENT
LOW⚡	examples/scripts/ai/skills_usage.py	187	# Step 3: Analyze results	COMMENT
LOW⚡	scripts/debug_frontier_masters_10k_hang.py	32	# Step 1: Download HTML	COMMENT
LOW⚡	scripts/debug_frontier_masters_10k_hang.py	42	# Step 2: Test with ChunkedDocument (old parser)	COMMENT
LOW⚡	scripts/debug_frontier_masters_10k_hang.py	66	# Step 3: Test with new HTMLParser	COMMENT
LOW⚡	scripts/capture_rich_to_png.py	91	# Step 1: Execute script and get HTML	COMMENT
LOW⚡	scripts/capture_rich_to_png.py	94	# Step 2: Convert HTML to PNG using Playwright	COMMENT
LOW⚡	scripts/benchmark_13f_txt_parser.py	219	# Step 1: Get full submission text for summary page	COMMENT
LOW⚡	scripts/benchmark_13f_txt_parser.py	228	# Step 2: Extract ground truth	COMMENT
LOW⚡	scripts/benchmark_13f_txt_parser.py	231	# Step 3: Parse the infotable	COMMENT
LOW	scripts/benchmark_13f_txt_parser.py	249	# Step 4: Score	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	31	# Step 1: Clean up old venv if it exists	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	37	# Step 2: Build distribution	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	50	# Step 3: Create virtual environment	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	55	# Step 4: Install package	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	61	# Step 5: Verify installation	COMMENT
LOW⚡	scripts/mcp-testing/install-local-mcp.sh	66	# Step 6: Show configuration info	COMMENT
LOW⚡	edgar/ttm/calculator.py	830	# Step 1: Get Q4 Net Income facts (derived or reported)	COMMENT
LOW⚡	edgar/ttm/calculator.py	839	# Step 2: Get shares by period (FY, YTD9, and quarterly for CV check)	COMMENT
LOW	edgar/ttm/calculator.py	859	# Step 3: Calculate Q4 EPS	COMMENT
LOW⚡	edgar/company_reports/current_report.py	202	# Step 1: Normalize input to extract item number	COMMENT
LOW⚡	edgar/company_reports/current_report.py	209	# Step 2: Find item header in text	COMMENT
LOW	edgar/company_reports/current_report.py	226	# Step 3: Find end position	COMMENT
LOW	edgar/company_reports/current_report.py	248	# Step 4: Extract and clean content	COMMENT
LOW⚡	edgar/entity/categorization.py	242	# Step 2: Check investment company forms (primary forms only)	COMMENT
LOW⚡	edgar/entity/categorization.py	249	# Step 3: SPAC name patterns — before BDC to avoid false positives	COMMENT
LOW⚡	edgar/entity/categorization.py	253	# Step 4: Check BDC signals (forms only — no name pattern)	COMMENT
LOW⚡	edgar/entity/categorization.py	257	# Step 5: Check investment manager signals	COMMENT
LOW⚡	edgar/entity/categorization.py	261	# Step 6: Check holding company	COMMENT
31 more matches not shown…

Over-Commented Block107 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	pyproject.toml	201		COMMENT
LOW	pyproject.toml	221	# cumulative_timing` — expected here, and not a sign of a broken config.	COMMENT
LOW	pyproject.toml	381	# An xfail that passes is a failure, not a quiet success.	COMMENT
LOW	.codefactor.yml	1	# Test fixtures are third-party documents, not our source.	COMMENT
LOW	.readthedocs.yaml	21	fail_on_warning: false	COMMENT
LOW	tests/conftest.py	341	# marked them `regression` and stopped. All three PR-facing CI selectors read	COMMENT
LOW	tests/conftest.py	361	# hatch run test-offline-audit tests/issues/regression/	COMMENT
LOW	tests/conftest.py	461	# A file matching no pattern used to emit a logger.warning and carry on.	COMMENT
LOW	tests/test_section_parity_ratchet.py	41	sys.path.insert(0, str(pathlib.Path(__file__).parent / "fixtures" / "parser_corpus"))	COMMENT
LOW	tests/test_section_parity_ratchet.py	61	# 20-F outlier 0001144204-10-017467 is EDGARizer-generated filer-agent	COMMENT
LOW	tests/test_markdown_parity_ratchet.py	41	import markdown_parity # noqa: E402	COMMENT
LOW	tests/test_section_boundary_corpus.py	61	# breakage fails while a fix that drops a filing from the set still passes.	COMMENT
LOW	tests/__init__.py	1	# SPDX-FileCopyrightText: 2022-present Dwight Gunning <dgunning@gmail.com>	COMMENT
LOW	tests/test_toc_analyzer_form_aware_bare_item.py	261	# are NOT applied (Business / Properties / Legal Proceedings /	COMMENT
LOW	tests/test_period_selector.py	781	# This may happen for periods that focus on other statement types	COMMENT
LOW	tests/issues/_templates/xbrl-parsing-template.py	41		COMMENT
LOW	tests/issues/_templates/filing-access-template.py	41	"""Minimal reproduction of the filing access issue."""	COMMENT
LOW	…sues/reproductions/data-quality/350-multifinancials.py	21	# - Consider converting to structured test format using templates in tests/issues/_templates/	COMMENT
LOW	…sts/issues/reproductions/data-quality/405-aaplfacts.py	21	# Migration Notes:	COMMENT
LOW	tests/issues/reproductions/data-quality/349-toexcel.py	21	multifinancials=MultiFinancials.extract(filings)	COMMENT
LOW	…reproductions/data-quality/339-multifinancialsorder.py	121	explore_statement_ordering(ticker)	COMMENT
LOW	…s/issues/reproductions/data-quality/329-msftrevenue.py	81	"""	COMMENT
LOW	…ssues/reproductions/xbrl-parsing/304-avgostatements.py	21	xb = f.xbrl()	COMMENT
LOW	…sues/reproductions/xbrl-parsing/legacy-aaa-tesla10k.py	21		COMMENT
LOW	…es/reproductions/xbrl-parsing/394-filterbydimension.py	41	# - Consider converting to structured test format using templates in tests/issues/_templates/	COMMENT
LOW	…ssues/reproductions/xbrl-parsing/333-tslamaxperiods.py	41	# - Add proper assertions and error handling for robust testing	COMMENT
LOW	…sues/reproductions/xbrl-parsing/legacy-bbb-jpmorgan.py	21	df = ic.to_dataframe()	COMMENT
LOW	…productions/filing-access/374-microsoftearlyfilings.py	61		COMMENT
LOW	…eproductions/filing-access/321-differentfilingcount.py	41	# - This file was automatically migrated from the legacy gists/bugs/ system	COMMENT
LOW	…s/reproductions/filing-access/319-networksgmlparser.py	21	header = FilingHeader.parse_from_sgml_text(submission["header"])	COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	21		COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	41	# -> "foreign jurisdictions". 3 of the 5 filings changed (Apple, Merck, Exelon); 10x	COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	61	# Merck, Exelon and the BofA 424B2 are byte-identical. Both changed filings were checked	COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	81	# call document.text(table_max_col_width=500) directly. Long table cells were	COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	101	# did. Trailing per-line padding to the last column's width was dropped in the	COMMENT
LOW	tests/issues/regression/test_filing_text_baseline.py	161	# These replay recorded submissions rather than fetching from SEC.	COMMENT
LOW	docs/guides/entity-api-guide.md	281	}	COMMENT
LOW	docs/guides/entity-api-guide.md	381	# "status": "Large accelerated filer",	COMMENT
LOW	docs/guides/cloud-storage.md	281	#### Configure Provider	COMMENT
LOW	docs/examples/snippets.md	81	# edgartools — free, no API key, 3 lines	COMMENT
LOW	docs/examples/crowdfunding.py	141	# Deadline	COMMENT
LOW	scripts/mcp-testing/watch-mcp-logs.sh	1	#!/bin/bash	COMMENT
LOW	scripts/mcp-testing/configure-claude-mcp.sh	1	#!/bin/bash	COMMENT
LOW	scripts/mcp-testing/test-mcp-tools.sh	1	#!/bin/bash	COMMENT
LOW	scripts/mcp-testing/cleanup-mcp-test.sh	1	#!/bin/bash	COMMENT
LOW	scripts/mcp-testing/install-local-mcp.sh	1	#!/bin/bash	COMMENT
LOW	.github/workflows/release-publish.yml	1	# Hardened PyPI publishing via Trusted Publishing (OIDC) — Posture B.	COMMENT
LOW	.github/workflows/python-hatch-workflow.yml	1	# This workflow installs Python dependencies and runs tests across versions.	COMMENT
LOW	.github/workflows/python-hatch-workflow.yml	21	# The second name is generated from the matrix below, which is event-dependent —	COMMENT
LOW	.github/workflows/regression-tests.yml	1	# Regression Tests Workflow	COMMENT
LOW	.github/workflows/regression-tests.yml	101	# the Actions tab and nowhere else. On 2026-08-08 it went red at 13:00 and	COMMENT
LOW	edgar/httpclient.py	21	# import, because it dropped the 'verify' parameter on the floor and users behind	COMMENT
LOW	edgar/financials.py	321	# Try each standard concept name in order	COMMENT
LOW	edgar/__about__.py	1	# SPDX-FileCopyrightText: 2022-present Dwight Gunning <dgunning@gmail.com>	COMMENT
LOW	edgar/ttm/calculator.py	521	name = concept.split(':')[-1].lower() if ':' in concept else concept.lower()	COMMENT
LOW	edgar/company_reports/current_report.py	81	Returns:	COMMENT
LOW	edgar/entity/categorization.py	481	# A REIT is "mortgage" when its interest income is at least this fraction of	COMMENT
LOW	edgar/entity/enhanced_statement.py	1441	# OtherDepreciationAndAmortization instead of the common	COMMENT
LOW	edgar/entity/enhanced_statement.py	1461	# data source) does not expose — so the standardized statement silently loses	COMMENT
LOW	edgar/entity/enhanced_statement.py	1821	info_with_calculated_fy['calculated_fiscal_year'] = calculated_fiscal_year	COMMENT
47 more matches not shown…

Slop Phrases18 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ion.test_bofa_selling_agents_plural_lead_is_first.yaml	3043	9pt Arial, Helvetica, Sans-Serif; margin: 0\">As discussed above, alternative	CODE
MEDIUM	…gentExtraction.test_equity_underwriter_unaffected.yaml	4429	plans. As discussed above, our board of directors will have the ability to	CODE
MEDIUM	…ettes/TestDeal.test_bofa_structured_note_graceful.yaml	2257	be withheld at the applicable statutory rate. As discussed above, the IRS	CODE
MEDIUM	…eringTypeClassification.test_bofa_structured_note.yaml	2257	be withheld at the applicable statutory rate. As discussed above, the IRS	CODE
MEDIUM	…tes/TestObjDispatch.test_424b2_returns_prospectus.yaml	2257	be withheld at the applicable statutory rate. As discussed above, the IRS	CODE
MEDIUM	tests/cassettes/test_atsn_gs_ua.yaml	403	provide coverage.\n\nGSET Engineers - As discussed above, pursuant to an agreement	CODE
MEDIUM	…action.test_cover_grid_wrapped_name_not_truncated.yaml	3341	by\nreference as discussed above, regarding a contract, agreement or other	CODE
MEDIUM	…verPageExtraction.test_bofa_424b2_structured_note.yaml	2257	be withheld at the applicable statutory rate. As discussed above, the IRS	CODE
MEDIUM	…ssettes/filing_text_baseline_0001481057-23-010389.yaml	2064	Sans-Serif; margin: 0\">As discussed above, alternative characterizations	CODE
MEDIUM	…ssettes/filing_text_baseline_0001481057-23-010389.yaml	2069	rate. As discussed above, the IRS has indicated in the Notice that it is considering	CODE
MEDIUM	…entExtraction.test_bofa_selling_agent_summary_box.yaml	3042	be withheld at the applicable statutory rate. As discussed above, the IRS	CODE
MEDIUM	…estAgencyDealAgentExtraction.test_atm_sales_agent.yaml	3577	As discussed above under “—</font><font style=\"color:#000000;font-family:'Times	CODE
MEDIUM	scripts/diagnose_ssl.py	303	print(" # Now you can use edgartools")	CODE
MEDIUM	data/html/HealthPeak.424B2.html	7380	<font style="letter-spacing:0.2pt;">that we intentionally accrue or receive exceeds the limits on nonqualifyin	CODE
MEDIUM	data/html/HealthPeak.424B2.html	8186	<font style="letter-spacing:0.2pt;">the investment in our capital stock is treated as effectively connected wi	CODE
MEDIUM	data/nport/samples/N-PORT Sample 1.xml	4	<!-- DISCLAIMER: This is a sample XML submission document for demonstration purposes only and should not be copied ve	CODE
MEDIUM	data/nport/samples/N-PORT Sample 3.xml	4	<!-- DISCLAIMER: This is a sample XML submission document for demonstration purposes only and should not be copied ve	CODE
MEDIUM	data/nport/samples/N-PORT Sample 2.xml	4	<!-- DISCLAIMER: This is a sample XML submission document for demonstration purposes only and should not be copied v	CODE

Cross-Language Confusion6 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH	tools/visual_inspector.py	173	# Get sample values (first few non-null)	COMMENT
HIGH	tests/test_reference_company_dataset.py	396	assert companies1.equals(companies2)	CODE
HIGH	tests/test_xbrl_facts_schema.py	44	those few rows left null, and a no-match query returned no columns at all.	STRING
HIGH⚡	tests/offerings/eval/test_tier_c_judge.py	48	text = '{"verdict": "correct", "judged_value": null, "confidence": "high", "rationale": "named on cover"}'	CODE
HIGH	…s/issues/regression/test_issue_548_period_filtering.py	107	assert non_null_count > 0, f"Period column '{period_col}' should have data (not all null)"	CODE
HIGH	edgar/entity/utils.py	57	total_filings = filings_form_array.length()	CODE

Modern AI Meta-Vocabulary9 hits · 26 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/test_v530_coverage.py	53	# Place the match far enough from the start that the context window is cut	COMMENT
MEDIUM	tests/cassettes/test_issue_879_jpm_8k.yaml	4076	<8-5-YXB\\):?K4BMIU]HS3@38V7-UB/AL\\,0I\nM8@>ISU JIXFT^RL_#GAW3K'4+FZMH_$]LBRO+N9,R,2BN.RYVCTQCJ*[R\\\\-\nM:)J&E	CODE
MEDIUM	tests/cassettes/test_search_for_text_with_regex.yaml	3201	=J6% (L)>9%?09QZ&,Y, +BR!#EUX5268U1#%Y?SVM27501N\nM1>N=/%(]$GF)._J/B'54)X0%A]<Z$)O'=3)<HF[4-,8_C2.>D,*,(R8[\\I	CODE
MEDIUM	docs/table-column-width.md	155	### 2. RAG (Retrieval Augmented Generation)	COMMENT
MEDIUM	docs/complete-guide.md	460	### Building RAG Systems	COMMENT
MEDIUM	edgar/entity/training/run_learning.py	567	'xbrl_structural': [], # XBRL scaffolding (Axis, Domain, Table, etc.)	CODE
MEDIUM	edgar/ai/ARCHITECTURE.md	928	# Track context window usage	COMMENT
MEDIUM	edgar/documents/search.py	293	# Build a context window around the actual match with	COMMENT
MEDIUM	edgar/documents/extractors/hybrid_section_detector.py	251	# Schema-validity and successor-header guardrails — same flag-and-return	COMMENT

Fake / Example Data25 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_beneficial_ownership.py	471	subject.company_information.name = 'Acme Corp'	CODE
LOW⚡	tests/test_beneficial_ownership.py	482	filing.company = 'Acme Corp'	CODE
LOW⚡	tests/test_beneficial_ownership.py	487	assert result.issuer_info.name == 'Acme Corp'	CODE
LOW	tests/test_statement_view.py	61	set_identity('test@test.com')	CODE
LOW	tests/test_statement_view.py	119	set_identity('test@test.com')	CODE
LOW	tests/test_statement_view.py	203	set_identity('test@test.com')	CODE
LOW⚡	tests/test_subsidiaries.py	194	assert subs[0].name == "Acme Corp"	CODE
LOW	tests/test_etf_features_integration.py	188	street1="123 Main St",	CODE
LOW	tests/test_etf_features_integration.py	245	street1="123 Main St",	CODE
LOW	tests/test_etf_features_integration.py	330	street1="123 Main St",	CODE
LOW	tests/test_etf_features_integration.py	367	street1="123 Main St",	CODE
LOW⚡	tests/test_richtools.py	68	table.add_row("John Doe")	CODE
LOW	tests/test_bdc.py	501	assert company == 'Acme Corp'	CODE
LOW	tests/test_bdc_nonaccrual.py	276	company_name="Acme Corp",	CODE
LOW	tests/test_bdc_nonaccrual.py	302	company_name="Acme Corp",	CODE
LOW	tests/test_ncen.py	539	sig = SignatureInfo(signer="John Doe", title="CEO", signed_date="2025-01-01")	CODE
LOW	tests/test_ncen.py	540	assert "John Doe" in str(sig)	CODE
LOW⚡	tests/test_statement_builder_unit.py	307	depth=0, parent_concept=None, source='placeholder'	CODE
LOW	docs/guides/drs-data-object-guide.md	65	\| `company` \| `str` \| Company name \| `"Acme Corp"` \|	CODE
LOW	docs/guides/drs-data-object-guide.md	66	\| `company_name` \| `str` \| Alias for `company` \| `"Acme Corp"` \|	CODE
LOW	edgar/entity/entity_facts.py	2055	"type": "placeholder",	CODE
LOW	edgar/entity/statement_builder.py	44	source: str = 'fact' # 'fact', 'calculated', 'canonical', 'placeholder'	CODE
LOW	edgar/entity/statement_builder.py	77	elif self.source == 'placeholder':	CODE
LOW	edgar/entity/statement_builder.py	576	source='fact' if fact else ('canonical' if not include_missing else 'placeholder'),	CODE
LOW	edgar/reference/data/README_PORTFOLIO_MANAGERS.md	163	"name": "John Doe",	CODE

AI Structural Patterns29 hits · 22 pts

Severity	File	Line	Context
LOW	tools/create_reproduction.py	67	CODE
LOW	tests/test_to_markdown.py	69	CODE
LOW	tests/test_notes.py	28	CODE
LOW	scripts/text_boundary/variants.py	88	CODE
LOW	edgar/filtering.py	71	CODE
LOW	edgar/filtering.py	91	CODE
LOW	edgar/filtering.py	103	CODE
LOW	edgar/_filings.py	660	CODE
LOW	edgar/entity/constants.py	229	CODE
LOW	edgar/entity/core.py	396	CODE
LOW	edgar/entity/enhanced_statement.py	1088	CODE
LOW	edgar/entity/filings.py	230	CODE
LOW	edgar/entity/data.py	384	CODE
LOW	edgar/sgml/filing_summary.py	388	CODE
LOW	edgar/sgml/sgml_header.py	74	CODE
LOW	edgar/storage/_local.py	303	CODE
LOW	edgar/search/efts.py	504	CODE
LOW	edgar/search/efts.py	163	CODE
LOW	edgar/xbrl/rendering.py	1479	CODE
LOW	edgar/xbrl/statements.py	1039	CODE
LOW	edgar/xbrl/statements.py	1158	CODE
LOW	edgar/xbrl/statements.py	2052	CODE
LOW	edgar/xbrl/statements.py	3431	CODE
LOW	edgar/xbrl/xbrl.py	2247	CODE
LOW	edgar/xbrl/analysis/ratios.py	94	CODE
LOW	edgar/xbrl/stitching/core.py	949	CODE
LOW	edgar/documents/utils/toc_analyzer.py	172	CODE
LOW	edgar/documents/extractors/text_extractor.py	25	CODE
LOW	edgar/funds/prospectus497k.py	165	CODE

Synthetic Comment Markers2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	209	# AI-generated documentation	COMMENT
HIGH	edgar/funds/reports.py	729	"name": investment.name, # Added name field as requested	CODE

Example Usage Blocks8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	tools/visual_inspector.py	646	# Example usage	COMMENT
LOW	tools/investigation_toolkit.py	952	# Example usage	COMMENT
LOW	tests/test_text.py	20	# Example usage	COMMENT
LOW	scripts/mcp-testing/watch-mcp-logs.sh	8	# Usage:	COMMENT
LOW	scripts/mcp-testing/configure-claude-mcp.sh	8	# Usage:	COMMENT
LOW	scripts/mcp-testing/test-mcp-tools.sh	8	# Usage:	COMMENT
LOW	scripts/mcp-testing/cleanup-mcp-test.sh	8	# Usage:	COMMENT
LOW	scripts/mcp-testing/install-local-mcp.sh	8	# Usage:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ues/regression/test_issue_504_dimensional_filtering.py	112	# TODO: Add test for include_dimensions=False after implementing that filtering	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/perf/perf_download_json_sync.py	5	def my_function():	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings