conda/conda

4.2

Adjusted Score

4.2

Raw Score

100%

Time Factor

2026-07-14

Last Push

7.5K

Stars

Python

Language

603.1K

Lines of Code

1.1K

Files

2.3K

Pattern Hits

2026-07-14

Scan Date

0.04

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

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

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 2HIGH 45MEDIUM 78LOW 2186

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 2311 distinct pattern matches across 21 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 Identifiers1391 hits · 1287 pts

Severity	File	Line	Snippet	Context
LOW	conda/misc.py	90	def _match_specs_from_explicit(specs: Iterable[str]) -> Iterable[MatchSpec]:	CODE
LOW	conda/misc.py	139	def install_explicit_packages(	CODE
LOW	conda/misc.py	183	def _get_package_record_from_specs(specs: list[str]) -> Iterable[PackageCacheRecord]:	CODE
LOW	conda/misc.py	206	def get_package_records_from_explicit(lines: list[str]) -> Iterable[PackageCacheRecord]:	CODE
LOW	conda/resolve.py	110	def exactness_and_number_of_deps(resolve_obj, ms):	CODE
LOW	conda/resolve.py	437	def breadth_first_search_for_dep_graph(	CODE
LOW	conda/resolve.py	1092	def generate_spec_constraints(self, C, specs):	CODE
LOW	conda/resolve.py	1259	def environment_is_consistent(self, installed):	CODE
LOW	conda/exception_handler.py	99	def handle_application_exception(	CODE
LOW	conda/exception_handler.py	114	def handle_unexpected_exception(	CODE
LOW	conda/exception_handler.py	122	def handle_reportable_application_exception(	CODE
LOW	conda/exception_handler.py	172	def print_unexpected_error_report(self, error_report: dict[str, str]) -> None:	CODE
LOW	conda/exception_handler.py	224	def print_expected_error_report(self, error_report: dict[str, str]) -> None:	CODE
LOW	conda/reporters.py	68	def get_progress_bar_context_manager() -> AbstractContextManager:	CODE
LOW	conda/exceptions.py	1591	def format_env_spec_available_plugins(	CODE
LOW	conda/activate.py	813	def _get_environment_env_vars(self, prefix):	CODE
LOW	conda/activate.py	880	def backslash_to_forwardslash(	CODE
LOW	conda/history.py	153	def _parse_old_format_specs_string(specs_string):	CODE
LOW	conda/core/link.py	734	def _verify_transaction_level(prefix_setups):	CODE
LOW	conda/core/link.py	1129	def _execute_post_link_actions(axngroup):	CODE
LOW	conda/core/link.py	1264	def _make_entry_point_actions(	CODE
LOW	conda/core/link.py	1302	def _make_legacy_action_groups(self):	CODE
LOW	conda/core/link.py	1332	def print_transaction_summary(self):	CODE
LOW	conda/core/package_cache_data.py	259	def all_caches_writable_first(cls, pkgs_dirs=None):	CODE
LOW	conda/core/package_cache_data.py	266	def get_all_extracted_entries(cls):	CODE
LOW	conda/core/package_cache_data.py	320	def tarball_file_in_this_cache(self, tarball_path, md5sum=None):	CODE
LOW	conda/core/package_cache_data.py	369	def _scan_for_dist_no_channel(self, dist_str):	CODE
LOW	conda/core/package_cache_data.py	527	def _dedupe_pkgs_dir_contents(pkgs_dir_contents):	CODE
LOW	conda/core/package_cache_data.py	1066	def progress_update_cache_action(pct_completed):	CODE
LOW	conda/core/path_actions.py	360	def create_python_entry_point_windows_exe_action(	CODE
LOW	conda/core/index.py	280	def _supplement_index_dict_with_prefix(self) -> None:	CODE
LOW	conda/core/index.py	308	def _supplement_index_dict_with_cache(self) -> None:	CODE
LOW	conda/core/index.py	349	def _retrieve_all_from_channels(self, key: PackageRecord) -> list[PackageRecord]:	CODE
LOW⚡	conda/core/initialize.py	1313	def install_condabin_conda_bat(target_path, conda_prefix):	CODE
LOW⚡	conda/core/initialize.py	1321	def install_library_bin_conda_bat(target_path, conda_prefix):	CODE
LOW⚡	conda/core/initialize.py	1331	def install_condabin_conda_activate_bat(target_path, conda_prefix):	CODE
LOW⚡	conda/core/initialize.py	1341	def install_condabin_rename_tmp_bat(target_path, conda_prefix):	CODE
LOW⚡	conda/core/initialize.py	1349	def install_condabin_conda_auto_activate_bat(target_path, conda_prefix):	CODE
LOW⚡	conda/core/initialize.py	1359	def install_condabin_hook_bat(target_path, conda_prefix):	CODE
LOW	conda/core/initialize.py	1427	def _config_fish_content_to_add_condabin_to_path(conda_prefix):	CODE
LOW	conda/core/initialize.py	1569	def _config_xonsh_content_to_add_condabin_to_path(conda_prefix):	STRING
LOW	conda/core/initialize.py	1726	def _bashrc_content_to_add_condabin_to_path(conda_prefix, shell):	STRING
LOW	conda/core/initialize.py	2034	def add_condabin_to_path_registry(target_path, conda_prefix, reverse=False):	STRING
LOW	conda/core/initialize.py	2110	def _powershell_profile_content(conda_prefix):	STRING
LOW	conda/core/initialize.py	2127	def _powershell_profile_content_to_add_condabin_to_path(conda_prefix):	STRING
LOW	conda/core/portability.py	332	def replace_pyzzer_entry_point_shebang(	CODE
LOW	conda/core/portability.py	427	def generate_shebang_for_entry_point(	CODE
LOW⚡	conda/core/prefix_data.py	661	def _get_environment_state_file(self) -> dict[str, dict[str, str]]:	CODE
LOW⚡	conda/core/prefix_data.py	670	def _write_environment_state_file(self, state: dict[str, dict[str, str]]) -> None:	CODE
LOW⚡	conda/core/prefix_data.py	674	def _ensure_no_reserved_env_vars(self, env_vars_names: Iterable[str]) -> None:	CODE
LOW	conda/core/prefix_data.py	711	def unset_environment_env_vars(self, env_vars: list[str]) -> dict[str, str] \| None:	CODE
LOW	conda/core/prefix_data.py	760	def get_conda_anchor_files_and_records(	CODE
LOW	conda/core/prefix_data.py	807	def delete_prefix_from_linked_data(path: str \| os.PathLike \| Path) -> bool:	CODE
LOW	conda/core/solve.py	444	def determine_constricting_specs(self, spec, solution_precs):	CODE
LOW	conda/core/solve.py	485	def get_request_package_in_solution(self, solution_precs, specs_map):	CODE
LOW	conda/core/solve.py	653	def _find_inconsistent_packages(self, ssc):	CODE
LOW	conda/core/solve.py	1416	def diff_for_unlink_link_precs(	CODE
LOW	conda/core/envs_manager.py	26	def get_user_environments_txt_file(userhome: str = "~") -> str:	CODE
LOW	conda/core/envs_manager.py	210	def _rewrite_environments_txt(environments_txt_file: str, prefixes: list[str]) -> None:	CODE
LOW	conda/core/subdir_data.py	135	def clear_cached_local_channel_data(cls, exclude_file: bool = True) -> None:	CODE
1331 more matches not shown…

Unused Imports388 hits · 374 pts

Severity	File	Line	Context
LOW	conda/exports.py	5	CODE
LOW	conda/exports.py	17	CODE
LOW	conda/exports.py	23	CODE
LOW	conda/exports.py	23	CODE
LOW	conda/exports.py	23	CODE
LOW	conda/exports.py	24	CODE
LOW	conda/exports.py	25	CODE
LOW	conda/exports.py	25	CODE
LOW	conda/exports.py	29	CODE
LOW	conda/exports.py	31	CODE
LOW	conda/exports.py	32	CODE
LOW	conda/exports.py	36	CODE
LOW	conda/exports.py	38	CODE
LOW	conda/exports.py	39	CODE
LOW	conda/exports.py	50	CODE
LOW	conda/exports.py	52	CODE
LOW	conda/exports.py	53	CODE
LOW	conda/exports.py	54	CODE
LOW	conda/exports.py	55	CODE
LOW	conda/exports.py	56	CODE
LOW	conda/exports.py	56	CODE
LOW	conda/exports.py	57	CODE
LOW	conda/exports.py	57	CODE
LOW	conda/exports.py	58	CODE
LOW	conda/exports.py	60	CODE
LOW	conda/exports.py	60	CODE
LOW	conda/exports.py	61	CODE
LOW	conda/exports.py	61	CODE
LOW	conda/exports.py	62	CODE
LOW	conda/exports.py	62	CODE
LOW	conda/exports.py	68	CODE
LOW	conda/exports.py	68	CODE
LOW	conda/misc.py	5	CODE
LOW	conda/resolve.py	8	CODE
LOW	conda/__init__.py	5	CODE
LOW	conda/deprecations.py	5	CODE
LOW	conda/exception_handler.py	5	CODE
LOW	conda/utils.py	5	CODE
LOW	conda/reporters.py	7	CODE
LOW	conda/exceptions.py	5	CODE
LOW	conda/exceptions.py	28	CODE
LOW	conda/exceptions.py	32	CODE
LOW	conda/exceptions.py	32	CODE
LOW	conda/activate.py	12	CODE
LOW	conda/history.py	5	CODE
LOW	conda/_preview/env_setup/cli/main_create.py	10	CODE
LOW	conda/_preview/env_setup/cli/main_install.py	10	CODE
LOW	conda/core/link.py	5	CODE
LOW	conda/core/package_cache_data.py	5	CODE
LOW	conda/core/path_actions.py	5	CODE
LOW	conda/core/index.py	5	CODE
LOW	conda/core/portability.py	5	CODE
LOW	conda/core/prefix_data.py	5	CODE
LOW	conda/core/solve.py	5	CODE
LOW	conda/core/envs_manager.py	5	CODE
LOW	conda/core/subdir_data.py	5	CODE
LOW	conda/plugins/config.py	11	CODE
LOW	conda/plugins/previews.py	5	CODE
LOW	conda/plugins/__init__.py	28	CODE
LOW	conda/plugins/__init__.py	33	CODE
328 more matches not shown…

Deep Nesting189 hits · 178 pts

Severity	File	Line	Context
LOW	conda/misc.py	225	CODE
LOW	conda/misc.py	285	CODE
LOW	conda/resolve.py	345	CODE
LOW	conda/resolve.py	478	CODE
LOW	conda/resolve.py	501	CODE
LOW	conda/resolve.py	680	CODE
LOW	conda/resolve.py	1118	CODE
LOW	conda/resolve.py	1153	CODE
LOW	conda/resolve.py	1308	CODE
LOW	conda/resolve.py	1448	CODE
LOW	conda/resolve.py	720	CODE
LOW	conda/deprecations.py	403	CODE
LOW	conda/utils.py	176	CODE
LOW	conda/exceptions.py	1691	CODE
LOW	conda/exceptions.py	954	CODE
LOW	conda/exceptions.py	988	CODE
LOW	conda/activate.py	125	CODE
LOW	conda/activate.py	684	CODE
LOW	conda/activate.py	738	CODE
LOW	conda/history.py	125	CODE
LOW	conda/history.py	173	CODE
LOW	conda/history.py	309	CODE
LOW	conda/history.py	348	CODE
LOW	conda/core/link.py	1573	CODE
LOW	conda/core/link.py	1723	CODE
LOW	conda/core/link.py	639	CODE
LOW	conda/core/link.py	734	CODE
LOW	conda/core/link.py	909	CODE
LOW	conda/core/link.py	1507	CODE
LOW	conda/core/package_cache_data.py	126	CODE
LOW	conda/core/package_cache_data.py	218	CODE
LOW	conda/core/package_cache_data.py	389	CODE
LOW	conda/core/package_cache_data.py	808	CODE
LOW	conda/core/path_actions.py	420	CODE
LOW	conda/core/index.py	474	CODE
LOW	conda/core/index.py	481	CODE
LOW	conda/core/initialize.py	155	CODE
LOW	conda/core/initialize.py	540	CODE
LOW	conda/core/initialize.py	1011	CODE
LOW	conda/core/initialize.py	1877	CODE
LOW	conda/core/portability.py	190	CODE
LOW	conda/core/portability.py	332	CODE
LOW	conda/core/prefix_data.py	760	CODE
LOW	conda/core/prefix_data.py	379	CODE
LOW	conda/core/prefix_data.py	435	CODE
LOW	conda/core/prefix_data.py	711	CODE
LOW	conda/core/solve.py	256	CODE
LOW	conda/core/solve.py	444	CODE
LOW	conda/core/solve.py	698	CODE
LOW	conda/core/solve.py	739	CODE
LOW	conda/core/solve.py	978	CODE
LOW	conda/core/solve.py	1108	CODE
LOW	conda/core/subdir_data.py	53	CODE
LOW	conda/core/subdir_data.py	213	CODE
LOW	conda/core/subdir_data.py	594	CODE
LOW	conda/core/subdir_data.py	720	CODE
LOW	conda/plugins/config.py	82	CODE
LOW	conda/plugins/types.py	221	CODE
LOW	conda/plugins/manager.py	693	CODE
LOW	conda/plugins/manager.py	823	CODE
129 more matches not shown…

Cross-Language Confusion28 hits · 138 pts

Severity	File	Line	Snippet	Context
HIGH	conda/activate.py	1056	unset_var_tmpl = "set -e %s \|\| true"	CODE
HIGH	conda/core/initialize.py	1704	__conda_setup="$('%(conda_exe)s' 'shell.%(shell)s' 'hook' 2> /dev/null)"	CODE
HIGH	conda/cli/condarc.py	561	CondaKeyError: If the key is unknown, undefined, or the item is not present.	STRING
HIGH	conda/common/constants.py	9	# to null, or the key didn't exist at all. There could be a bit of potential confusion here,	COMMENT
HIGH	conda/auxlib/__init__.py	88	# to null, or the key didn't exist at all. There could be a bit of potential confusion here,	COMMENT
HIGH⚡	conda/auxlib/entity.py	217	>>> # latest_charge can be null, but it can't be deleted. The default value is a callable.	STRING
HIGH⚡	conda/auxlib/entity.py	223	'{"latest_charge": null, "expiration": "1982-02-17T00:00:00"}'	STRING
HIGH⚡	conda/auxlib/entity.py	225	>>> # expiration is assigned by default, can't be made null, but can be deleted.	STRING
HIGH⚡	conda/auxlib/entity.py	233	'{"latest_charge": null}'	STRING
HIGH	conda/base/context.py	1977	'local' channel in the list. If the list is empty or left undefined, no	STRING
HIGH	conda/base/context.py	1986	the 'local' channel in the list. If the list is empty or left undefined, no	STRING
HIGH	conda/base/context.py	2176	context_stack.push(search_path, argparse_args)	STRING
HIGH⚡	tests/test_activate.py	1723	f"set -e CONDA_PREFIX \|\| true;\n"	CODE
HIGH⚡	tests/test_activate.py	1724	f"set -e CONDA_DEFAULT_ENV \|\| true;\n"	CODE
HIGH⚡	tests/test_activate.py	1725	f"set -e CONDA_PROMPT_MODIFIER \|\| true;\n"	CODE
HIGH	tests/core/test_initialize.py	949	__conda_setup="$('{prefix}/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"	CODE
HIGH	tests/core/test_initialize.py	980	__conda_setup="$('{prefix}/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"	CODE
HIGH	tests/core/test_initialize.py	1057	__conda_setup="$('{prefix}/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"	CODE
HIGH⚡	tests/core/test_initialize.py	471	"set -e _CE_M \|\| true;",	STRING
HIGH⚡	tests/core/test_initialize.py	472	"set -e _CE_CONDA \|\| true;",	STRING
HIGH⚡	tests/core/test_initialize.py	481	"set -e _CE_M \|\| true;",	STRING
HIGH⚡	tests/core/test_initialize.py	482	"set -e _CE_CONDA \|\| true;",	STRING
HIGH	tests/plugins/test_environment_export.py	512	# Should have a name field (even if None/null)	COMMENT
HIGH	tests/shell/test_posix.py	201	sh.sendline(f'conda {install} --blah \|\| echo "exitcode=$?"')	CODE
HIGH	tests/shell/test_posix.py	204	sh.sendline('conda list --blah \|\| echo "exitcode=$?"')	CODE
HIGH	tests/models/test_match_spec.py	1899	assert MatchSpec("package[extras=[yes, no, 0, 1, True, False, null, None]]").get(	CODE
HIGH	tests/models/test_match_spec.py	1955	assert MatchSpec("package[flags=[yes, no, 0, 1, True, False, null, None]]").get(	CODE
HIGH⚡	tests/base/test_context.py	952	stack.push((), None)	CODE

Self-Referential Comments40 hits · 125 pts

Severity	File	Line	Snippet	Context
MEDIUM	conda/__init__.py	184	# This function is in the base __init__.py so that it can be monkey-patched by other code	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	1105	"""This class is used to evaluate marker expressions."""	STRING
MEDIUM	conda/_private/extract.py	9	# This module is imported in each spawned extraction worker. Keep imports here	COMMENT
MEDIUM	conda/gateways/shards/__init__.py	13	# Define a minimal high-level API for shards	COMMENT
MEDIUM	tests/test_exceptions.py	527	# Create a mock Response object	COMMENT
MEDIUM	tests/test_exceptions.py	536	# Create the response with a detail field	COMMENT
MEDIUM⚡	tests/shards/test_coverage.py	687	# Create a file:// URI to test the connection function	COMMENT
MEDIUM	tests/shards/test_coverage.py	311	# Create a file that's not a valid database	COMMENT
MEDIUM	tests/shards/test_coverage.py	945	# Create a corrupted database file	COMMENT
MEDIUM	tests/shards/test_shards.py	953	# Create a copy with mutable structure for testing	COMMENT
MEDIUM	tests/shards/test_shards_subset.py	944	# Create a custom queue that adds delays	COMMENT
MEDIUM	tests/shards/test_shards_subset.py	1179	# Create a chaotic queue class that adds random delays	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	43	# Create a ShardFetch with Shards instance	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	60	# Create a Shards instance	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	70	# Create a mock future	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	93	# Create a temporary cache	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	96	# Create a ShardLike instance (not Shards)	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	123	# Create a temporary cache	COMMENT
MEDIUM⚡	tests/shards/test_shardfetch.py	126	# Create a ShardLike instance (not Shards)	COMMENT
MEDIUM	tests/shards/test_shardfetch.py	154	# Create a Shards instance	COMMENT
MEDIUM	tests/core/test_prefix_data.py	752	# Create a mock PrefixGraph that returns both conda and Python packages	COMMENT
MEDIUM	tests/core/test_prefix_data.py	756	# Create a mock PrefixData instance	COMMENT
MEDIUM	tests/core/test_prefix_data.py	920	# Create a mock PrefixGraph that returns our test records	COMMENT
MEDIUM	tests/core/test_package_cache_data.py	179	# Create a package record that simulates repodata v3 format	COMMENT
MEDIUM	tests/core/test_package_cache_data.py	264	# Create a package record that simulates traditional repodata format	COMMENT
MEDIUM	tests/core/test_initialize.py	1180	# Define a namedtuple for test case parameters; helps with readability	STRING
MEDIUM⚡	tests/plugins/test_environment_export.py	409	# Create a plugin with wildcard pattern	COMMENT
MEDIUM	tests/plugins/test_env_specs.py	444	# Create a test file with appropriate content	COMMENT
MEDIUM	tests/plugins/test_env_specs.py	466	# Create a file with non-standard name but valid requirements.txt content	COMMENT
MEDIUM	tests/plugins/test_env_specs.py	515	# Create a file that doesn't match any plugin	COMMENT
MEDIUM	tests/shell/test_cmd_exe.py	176	# Create a failing activation script in the environment	COMMENT
MEDIUM	tests/cli/test_main_export.py	853	# Create an environment with conda packages and pip dependencies	COMMENT
MEDIUM	tests/cli/test_main_config.py	583	# Create a temporary user condarc	COMMENT
MEDIUM	tests/cli/test_main_config.py	601	# Create a temporary system condarc	COMMENT
MEDIUM	tests/cli/test_main_config.py	617	# Create a temporary environment with .condarc	COMMENT
MEDIUM⚡	tests/common/pkg_formats/test_python.py	44	('folder', 'fname', 'content'), # Create a file in folder with content	STRING
MEDIUM⚡	tests/common/pkg_formats/test_python.py	45	('', 'fname', 'content'), # Create a file with content	STRING
MEDIUM⚡	tests/common/pkg_formats/test_python.py	46	('folder', '', ''), # Create a folder	STRING
MEDIUM	…-win-amd64.egg/EGG-INFO/scripts/pywin32_postinstall.py	83	# Create a function with the same signature as create_shortcut provided	COMMENT
MEDIUM	…-win-amd64.egg/EGG-INFO/scripts/pywin32_postinstall.py	423	# Create the win32com\gen_py directory.	COMMENT

Excessive Try-Catch Wrapping97 hits · 108 pts

Severity	File	Line	Snippet	Context
LOW	conda/resolve.py	85	except Exception as e:	CODE
LOW	conda/resolve.py	96	except Exception as e:	CODE
LOW	conda/__init__.py	114	except Exception:	CODE
LOW	conda/exception_handler.py	149	except Exception as info_e:	CODE
LOW	conda/exception_handler.py	201	except Exception as e:	CODE
LOW	conda/exception_handler.py	249	except Exception as e:	CODE
LOW	conda/exception_handler.py	272	except Exception as e:	CODE
LOW	conda/exception_handler.py	332	except Exception as e:	CODE
LOW	conda/exception_handler.py	387	except Exception as e: # pragma: no cover	CODE
LOW	conda/exception_handler.py	396	except Exception as e:	CODE
MEDIUM	conda/exception_handler.py	269	def _isatty(self) -> bool:	CODE
LOW	conda/utils.py	82	except Exception:	CODE
LOW	conda/core/link.py	1115	except Exception as e: # this won't be a multi error	CODE
LOW	conda/core/link.py	1141	except Exception as e: # this won't be a multi error	CODE
LOW	conda/core/link.py	1183	except Exception as e:	CODE
LOW	conda/core/link.py	1604	except Exception as e:	CODE
LOW	conda/core/package_cache_data.py	949	except Exception as e:	CODE
LOW	conda/core/package_cache_data.py	993	except Exception as e:	CODE
LOW	conda/core/package_cache_data.py	1116	except Exception as e:	CODE
MEDIUM	conda/core/initialize.py	314	def make_install_plan(conda_prefix):	CODE
LOW	conda/core/initialize.py	693	except Exception:	CODE
LOW	conda/core/initialize.py	928	except Exception:	CODE
LOW	conda/core/initialize.py	1944	except Exception:	STRING
LOW	conda/core/subdir_data.py	461	except Exception:	CODE
LOW	conda/core/subdir_data.py	539	except Exception:	CODE
LOW	conda/plugins/manager.py	221	except Exception as err:	CODE
LOW	conda/plugins/manager.py	261	except Exception as err:	CODE
LOW	conda/plugins/manager.py	900	except Exception as e:	CODE
LOW	conda/plugins/manager.py	950	except Exception as e:	CODE
LOW	conda/plugins/manager.py	983	except Exception:	CODE
LOW	conda/plugins/virtual_packages/cuda.py	180	except Exception:	CODE
LOW	conda/plugins/subcommands/doctor/__init__.py	92	except Exception as err:	CODE
LOW	conda/plugins/subcommands/doctor/__init__.py	119	except Exception as err:	CODE
LOW	…gins/subcommands/doctor/health_checks/altered_files.py	38	except Exception as exc:	CODE
LOW	…nda/plugins/subcommands/doctor/health_checks/pinned.py	31	except Exception:	CODE
LOW	…nda/plugins/subcommands/doctor/health_checks/pinned.py	52	except Exception as err:	CODE
LOW	…nda/plugins/subcommands/doctor/health_checks/pinned.py	112	except Exception:	CODE
LOW	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	1220	except Exception as e:	CODE
LOW	conda/models/channel.py	382	except Exception as e:	CODE
LOW	conda/cli/main_config.py	683	except Exception: # pragma: no cover	CODE
LOW	conda/cli/main_info.py	219	except Exception as err:	CODE
LOW	conda/cli/common.py	284	except Exception as exc:	STRING
LOW	conda/notices/core.py	142	except Exception:	CODE
LOW	conda/testing/gateways/fixtures.py	117	except Exception as e:	CODE
LOW	conda/common/_os/windows.py	121	except Exception as e:	CODE
LOW	conda/common/_os/windows.py	131	except Exception as e: # pragma: no cover	CODE
LOW	conda/common/_os/windows.py	142	except Exception as e:	CODE
LOW	conda/common/_os/windows.py	181	except Exception as e:	CODE
LOW	conda/common/path/windows.py	110	except Exception as err:	CODE
LOW	conda/gateways/logging.py	94	except Exception:	STRING
LOW	conda/gateways/logging.py	122	except Exception:	CODE
LOW	conda/gateways/disk/update.py	129	except Exception as exc:	CODE
LOW	conda/gateways/disk/create.py	259	except Exception:	STRING
LOW	conda/gateways/disk/permissions.py	32	except Exception as e:	CODE
MEDIUM	conda/gateways/disk/permissions.py	20	def make_writable(path):	CODE
LOW	conda/auxlib/logz.py	196	except Exception as e:	CODE
MEDIUM	conda/auxlib/logz.py	90	def fullname(obj):	CODE
LOW	conda/base/context.py	1113	except Exception as exc:	CODE
LOW	conda/base/context.py	1163	except Exception as err:	CODE
LOW	conda/base/context.py	1198	except Exception as e:	CODE
37 more matches not shown…

Docstring Block Structure17 hits · 85 pts

Severity	File	Line	Snippet	Context
HIGH	conda/core/portability.py	260	Replaces occurrences of a search string with a replacement string in a given byte string. Args: data:	STRING
HIGH	conda/core/portability.py	289	Replaces occurrences of the search string with the replacement string in a matched group. Args:	STRING
HIGH	conda/plugins/manager.py	824	Get a mapping from plugin names (including aliases) to plugin. Args: plugins: Plugins that	STRING
HIGH	conda/plugins/manager.py	868	Get an environment specifier plugin by name Args: source: full path to the environment spec file/so	STRING
HIGH	conda/plugins/manager.py	1098	Detect an environment exporter based on filename matching against default_filenames. Uses fnmatch patt	STRING
HIGH	conda/plugins/manager.py	1142	Get an environment exporter based on the format name. Args: format_name: Format name to fi	STRING
HIGH	conda/plugins/manager.py	1270	Get the package extractor plugin for a given package path. Searches through registered package extract	STRING
HIGH	conda/models/channel.py	252	Generate URLs for this channel across specified platforms. Args: with_credentials: If True, include	STRING
HIGH	conda/models/match_spec.py	781	Sanitize version strings for MatchSpec parsing. Handles edge cases and translates version patterns for proper	STRING
HIGH	conda/cli/condarc.py	153	Validate that provided parameters exist in the configuration context. Compares the provided parameters with th	STRING
HIGH	conda/testing/fixtures.py	257	Test conda CLI. Mimic what is done in `conda.cli.main.main`. `conda ...` == `conda_cli(...)` Args:	STRING
HIGH	conda/testing/fixtures.py	339	Test pip CLI in a specific conda environment. `pip ...` in environment == `pip_cli(..., prefix=env_path)`	STRING
HIGH	conda/testing/fixtures.py	819	Function-scoped HTTP test server for serving local files. This fixture starts an HTTP server on a random port	STRING
HIGH	conda/common/path/__init__.py	181	Split path into (base, extension) for known extensions. Package extensions are determined dynamically from reg	STRING
HIGH	conda/auxlib/collection.py	29	Give the first value that satisfies the key test. Args: seq (iterable): key (callable): test for ea	STRING
HIGH	conda/auxlib/type_coercion.py	136	Convert a number, string, or sequence type into a pure boolean. Args: value (number, string, sequence): pre	STRING
HIGH	conda/base/context.py	2293	Get the prefix to operate in. The prefix may not yet exist. Args: ctx: the context of conda args:	STRING

Over-Commented Block56 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	conda/activate.py	81	# 3. Update the command prompt	COMMENT
LOW	conda/core/package_cache_data.py	721		COMMENT
LOW	conda/core/portability.py	341	Args:	COMMENT
LOW	conda/core/portability.py	461	else:	COMMENT
LOW	conda/core/solve.py	741	# to the package currently existing in the environment. Setting target instructs the	COMMENT
LOW	conda/core/solve.py	981	*ssc.specs_map.values(),	COMMENT
LOW	conda/core/solve.py	1141	ssc.solution_precs = tuple(PrefixGraph(_no_deps_solution).graph)	COMMENT
LOW	conda/core/solve.py	1341	# prefix, channels, subdirs, specs_to_add, specs_to_remove	COMMENT
LOW	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	501	# ('Description-Content-Type', 'description_content_type'),	COMMENT
LOW	conda/models/match_spec.py	1421	# Raise on incompatible pattern	COMMENT
LOW	conda/models/match_spec.py	1621	if self._re_match:	COMMENT
LOW	conda/models/prefix_graph.py	361	# builder.append(' label="%s";' % title)	COMMENT
LOW	conda/models/prefix_graph.py	381	# for child in node.optional_children:	COMMENT
LOW	conda/cli/find_commands.py	81	except (FileNotFoundError, NotADirectoryError, PermissionError, OSError):	COMMENT
LOW	conda/cli/install.py	181	# 3. the error says it's okay to retry	COMMENT
LOW	conda/testing/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	conda/testing/notices/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	conda/testing/gateways/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	conda/common/path/_cygpath.py	41	# 1. root filesystem forms:	COMMENT
LOW	conda/gateways/connection/adapters/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	conda/gateways/disk/update.py	161	with open(path, "a"):	COMMENT
LOW	conda/auxlib/decorators.py	201	if obj is None:	COMMENT
LOW	conda/base/constants.py	421	# erlang: https://hex.pm/packages	COMMENT
LOW	conda/base/context.py	1721	# Override any of conda's objections and safeguards for installing packages and	COMMENT
LOW	tests/_preview/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/_preview/env_setup/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/_preview/env_setup/cli/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/core/test_solve.py	1561	assert pkg.version == "0.24"	COMMENT
LOW	tests/core/test_solve.py	3301	# self.prefix = '/a/test/c/prefix'	COMMENT
LOW	tests/core/test_solve.py	3321	# else:	COMMENT
LOW	tests/core/test_solve.py	3341	# 'channel-1::python-2.7.13-0',	COMMENT
LOW	tests/core/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/core/test_package_cache_data.py	501	# pfe = ProgressiveFetchExtract((zlib_conda_prec_bad,))	COMMENT
LOW	tests/plugins/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/plugins/reporter_backends/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	…ts/plugins/data/test-plugin/test_plugin/importerror.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/plugins/data/test-plugin/test_plugin/blocked.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/plugins/data/test-plugin/test_plugin/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/shell/__init__.py	101	"zsh": {"base_shell": "posix"},	COMMENT
LOW	tests/models/test_prefix_graph.py	801	def test_deep_cyclical_dependency(tmpdir):	COMMENT
LOW	tests/models/test_match_spec.py	1221	# "build_number": '<3',	COMMENT
LOW	tests/models/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/cli/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/_private/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/notices/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/common/test_logic.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/common/_os/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/common/path/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/common/path/test_windows.py	241	pytest.param(	COMMENT
LOW	tests/gateways/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/gateways/disk/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/data/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	tests/data/build-index5-json.py	121	r3json = read_data_source("main_noarch")	COMMENT
LOW	tests/data/build-index5-json.py	141	# "md5": "bdc6db1adbe7268e3ecbae13ec02066a",	COMMENT
LOW	tests/base/__init__.py	1	# Copyright (C) 2012 Anaconda, Inc	COMMENT
LOW	.github/template-files/config.yml	21	dst: .github/workflows/build.yml	COMMENT

Decorative Section Separators13 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	468	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	493	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	829	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	990	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	1084	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	74	# -----------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/common/pkg_formats/test_python.py	38	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/common/pkg_formats/test_python.py	72	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/common/pkg_formats/test_python.py	332	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/common/pkg_formats/test_python.py	438	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	tests/common/pkg_formats/test_python.py	679	# -----------------------------------------------------------------------------	STRING
MEDIUM	docs/source/conf.py	196	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docs/source/conf.py	198	# -----------------------------------------------------------------------------	COMMENT

AI Slop Vocabulary13 hits · 25 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	174	# elevate all deprecation warnings to errors	COMMENT
MEDIUM	conda/resolve.py	171	# more, because more modern packages utilize constraints in more sane	COMMENT
MEDIUM	conda/models/environment.py	491	# Create environment config with comprehensive context settings	COMMENT
LOW	conda/notices/types.py	95	# If we get an invalid value, rather than fail, we simply use a reasonable default	COMMENT
LOW	conda/testing/__init__.py	34	# But why not just use _replace_prefix_in_path? => because moving	COMMENT
LOW	conda/testing/__init__.py	47	# just return the same value every time, even if you update PATH.	COMMENT
LOW	conda/testing/fixtures.py	544	# no arguments, just create an empty environment	COMMENT
LOW	conda/common/_logic.py	170	# NOTE: The iterative solving isn't actually used here, we just call	COMMENT
LOW	conda/gateways/connection/session.py	165	# we just return the default session object.	COMMENT
MEDIUM	conda/gateways/disk/create.py	39	# using our rm_rf function is more robust than the shutil equivalent	COMMENT
MEDIUM	conda/auxlib/decorators.py	7	# TODO: spend time filling out functionality and make these more robust	COMMENT
MEDIUM⚡	tests/shards/test_coverage.py	965	"""Final comprehensive tests for misc module"""	STRING
MEDIUM	tests/models/test_match_spec.py	1715	"""Test conda_env_form() with comprehensive real-world examples."""	STRING

Hallucination Indicators2 hits · 25 pts

Severity	File	Line	Snippet	Context
CRITICAL	CHANGELOG.md	468	* Mark `conda.base.constants.CONDA_PACKAGE_EXTENSIONS` as pending deprecation, to be removed in 27.3. Use `conda.base.co	COMMENT
CRITICAL	conda/base/constants.py	199	addendum="Use `conda.base.context.context.plugin_manager.get_package_extractors()` instead.",	CODE

Modern Structural Boilerplate24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	conda/reporters.py	25	logger = logging.getLogger(__name__)	CODE
LOW	conda/core/prefix_data.py	724	def set_creation_time(self) -> None:	CODE
LOW	conda/core/prefix_data.py	736	def set_nonadmin(self) -> None:	CODE
LOW	conda/plugins/__init__.py	38	__all__ = ["hookimpl"]	CODE
LOW	conda/plugins/types.py	473	def update_to(self, fraction) -> None: ...	CODE
LOW	conda/plugins/hookspec.py	552	def update_to(self, fraction) -> None:	STRING
LOW	conda/plugins/reporter_backends/console.py	48	def update_to(self, fraction) -> None:	CODE
LOW	conda/plugins/reporter_backends/console.py	92	def update_to(self, fraction) -> None:	CODE
LOW	conda/plugins/reporter_backends/json.py	45	def update_to(self, fraction) -> None:	CODE
LOW	…a/plugins/subcommands/doctor/health_checks/__init__.py	32	__all__ = ["plugins"]	CODE
LOW	conda/cli/main_config.py	398	def set_keys(*args: tuple[str, Any], path: str \| os.PathLike[str] \| Path) -> None:	CODE
LOW	conda/cli/main_config.py	774	def _set_key(key: str, item: Any, config: dict) -> None:	CODE
LOW	conda/cli/condarc.py	504	def set_key(self, key: str, item: Any) -> None:	CODE
LOW	conda/_private/zstd.py	24	__all__ = [	CODE
LOW	conda/_private/shards/__init__.py	12	__all__ = [	CODE
LOW	conda/notices/fetch.py	21	logger = logging.getLogger(__name__)	CODE
LOW	conda/notices/cache.py	37	logger = logging.getLogger(__name__)	CODE
LOW	conda/notices/core.py	26	logger = logging.getLogger(__name__)	CODE
LOW	conda/common/io.py	610	def _set_entry_name(self, f: Callable[..., Any]) -> None:	CODE
LOW	conda/common/path/__init__.py	53	__all__ = [	CODE
LOW	conda/gateways/shards/__init__.py	22	__all__ = ["RepodataSubset", "build_repodata_subset", "BuildRepodataSubset"]	CODE
LOW	conda/auxlib/__init__.py	36	__all__ = [	CODE
LOW	conda/auxlib/entity.py	270	__all__ = [	CODE
LOW	conda/auxlib/type_coercion.py	21	__all__ = ["boolify", "typify", "maybecall", "numberify"]	CODE

Redundant / Tautological Comments10 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	conda/resolve.py	1281	# Check if satisfiable	COMMENT
LOW	conda/resolve.py	1501	# Check if satisfiable	COMMENT
LOW	conda/core/solve.py	360	# Check if specs are satisfied by current environment. If they are, exit early.	COMMENT
LOW	conda/plugins/manager.py	1118	# Check if basename matches any of the default filename patterns	COMMENT
LOW	conda/models/match_spec.py	1436	# Check if we have suffix+suffix or prefix+prefix	STRING
LOW	conda/gateways/connection/download.py	106	# Check if adapter supports optimized direct-to-file downloads	COMMENT
LOW	tests/shards/http_server.py	46	# Check if file exists and is a file (not a directory)	COMMENT
LOW⚡	tests/shell/test_cmd_exe.py	158	# Set TEMP to invalid path	COMMENT
LOW	tests/shell/test_cmd_exe.py	261	# Check if activation succeeded by checking CONDA_PREFIX	COMMENT
LOW⚡	tests/testing/test_http_test_server.py	28	# Check if content contains expected YAML fields	COMMENT

AI Structural Patterns16 hits · 16 pts

Severity	File	Line	Context
LOW	conda/resolve.py	241	CODE
LOW	conda/__init__.py	159	CODE
LOW	conda/core/index.py	77	CODE
LOW	conda/core/index.py	437	CODE
LOW	conda/plugins/prefix_data_loaders/pypi/pkg_format.py	1202	CODE
LOW	conda/models/dist.py	94	CODE
LOW	conda/cli/main_list.py	183	CODE
LOW	conda/cli/main_list.py	311	CODE
LOW	conda/common/url.py	149	CODE
LOW	conda/common/path/python.py	56	CODE
LOW	conda/gateways/connection/adapters/ftp.py	241	CODE
LOW	conda/auxlib/entity.py	382	CODE
LOW	conda/auxlib/entity.py	560	CODE
LOW	conda/auxlib/entity.py	590	CODE
LOW	conda/auxlib/entity.py	640	CODE
LOW	conda/auxlib/entity.py	674	CODE

Fake / Example Data14 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	conda/exceptions.py	1474	"placeholder": placeholder,	CODE
LOW	conda/gateways/disk/read.py	219	ParseResult = namedtuple("ParseResult", ("placeholder", "filemode", "filepath"))	CODE
LOW	tests/test_exceptions.py	922	assert json_obj["placeholder"] == placeholder	CODE
LOW⚡	tests/core/test_prefix_data.py	499	url="https://conda.anaconda.org/t/some-fake-token/fake/noarch/a-1.0-0.tar.bz2",	CODE
LOW⚡	tests/core/test_prefix_data.py	508	assert "/t/some-fake-token/" in json_content	CODE
LOW⚡	tests/core/test_initialize.py	1467	dummy_value = 0	STRING
LOW⚡	tests/core/test_initialize.py	1470	return dummy_value, "REG_DWORD"	STRING
LOW⚡	tests/core/test_initialize.py	1473	nonlocal dummy_value	STRING
LOW⚡	tests/core/test_initialize.py	1474	dummy_value = value	STRING
LOW⚡	tests/cli/test_cli_install.py	46	assert "Lorem ipsum dolor sit amet" in stdout	CODE
LOW⚡	tests/cli/test_cli_install.py	46	assert "Lorem ipsum dolor sit amet" in stdout	CODE
LOW	tests/cli/test_main_list.py	177	token = "t/some-fake-token/"	CODE
LOW	…recipes/pre_link_messages_package/message-from-pkg.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit,	CODE
LOW	…recipes/pre_link_messages_package/message-from-pkg.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit,	CODE

Structural Annotation Overuse6 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	conda/models/records.py	495	# WARNING: This is right now only used in link.py _change_report_str(). It is not	COMMENT
LOW	conda/common/_logic.py	575	# NOTE: The following ITE call is _the_ hotspot of the Python-side	COMMENT
LOW	conda/common/io.py	265	# NOTE: This function is not thread-safe. Using within multi-threading may cause spurious	STRING
LOW	…cs/source/dev-guide/writing-tests/windows-applocker.md	21	### Step 1: Enable the [Application Identity Service][Application Identity Service]	COMMENT
LOW	…cs/source/dev-guide/writing-tests/windows-applocker.md	34	### Step 2: Configure AppLocker Enforcement	COMMENT
LOW	…cs/source/dev-guide/writing-tests/windows-applocker.md	42	### Step 3: Create AppLocker Rules	COMMENT

Slop Phrases3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	conda/plugins/hookspec.py	801	# you can use the shared utility:	STRING
MEDIUM	tests/core/test_solve.py	2650	# NOTE: So far, NOT actually testing the FREEZE_DEPS flag. I'm unable to contrive a	COMMENT
MEDIUM	tests/shell/__init__.py	33	# Here, by removing --dev you can try weird situations that you may want to test, upgrade paths	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/plugins/test_error_hints.py	54		CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	conda/base/constants.py	321	# STRICT_OR_FLEXIBLE = 'strict_or_flexible' # TODO: consider implementing if needed	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_deprecations.py	70	def test_function(	CODE

Example Usage Blocks1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	conda/_private/shards/subset.py	32	## Example usage	STRING

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings