2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

50.2K

Stars

Ruby

Language

375.2K

Lines of Code

2.0K

Files

682

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 9.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 655 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 27 finding(s).

Agent Over-Engineering Ratio 3.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 281 finding(s).

PR Review Velocity Impact 10.0/100 · LOW

Which changes need focused human review? 682 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 0HIGH 3MEDIUM 46LOW 633

Directory Score Breakdown

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

Pattern Findings

The scanner identified 682 distinct pattern matches across 12 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers281 hits · 283 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/retryable_download.rb	106	def verify_download_integrity(filename) = downloadable.verify_download_integrity(filename)	CODE
LOW	Library/Homebrew/keg_relocate.rb	172	def prepare_relocation_to_placeholders(new_usr_local_relocation: new_usr_local_relocation?)	CODE
LOW	Library/Homebrew/keg_relocate.rb	226	def replace_placeholders_with_locations(files, skip_linkage: false, linkage_files: nil)	CODE
LOW	Library/Homebrew/keg_relocate.rb	521	def each_unique_file_matching(string, &block)	CODE
LOW	Library/Homebrew/bottle.rb	172	def with_corrupt_download_retry(quiet: false, &_block)	CODE
LOW	Library/Homebrew/bottle.rb	188	def discard_corrupt_cached_download(known_corrupt: false)	CODE
LOW	Library/Homebrew/bottle.rb	342	def stage_from_download_queue(download, pour:)	CODE
LOW	Library/Homebrew/install.rb	30	def perform_preinstall_checks_once(all_fatal: false)	CODE
LOW	Library/Homebrew/install.rb	47	def perform_build_from_source_checks(all_fatal: false)	CODE
LOW	Library/Homebrew/install.rb	235	def select_formula_installers(formula_installers, step: nil, action: nil)	CODE
LOW	Library/Homebrew/install.rb	264	def combined_fetch_downloads_heading(formula_names: [], cask_names: [])	CODE
LOW	Library/Homebrew/install.rb	302	def mark_failed_cask_downloads(cask_installers, download_queue:)	CODE
LOW	Library/Homebrew/install.rb	431	def print_dry_run_dependencies(formula, dependencies, skip_formula_names: [], dependency_summary: nil, &_block)	CODE
LOW	Library/Homebrew/install.rb	451	def print_dry_run_dependency_summary(summary, formula: nil)	CODE
LOW	Library/Homebrew/install.rb	666	def perform_preinstall_checks(all_fatal: false)	CODE
LOW	Library/Homebrew/formula_installer.rb	793	def expand_dependencies_for_formula_once(formula, keepable_dependencies, kept_dependencies)	CODE
LOW	Library/Homebrew/formula_installer.rb	853	def expand_dependencies_for_formula(formula)	CODE
LOW	Library/Homebrew/formula_installer.rb	878	def effective_build_options_for(dependent)	CODE
LOW	Library/Homebrew/dependency.rb	294	def delete_timestamped_cache_entry(key, cache_timestamp)	CODE
LOW	Library/Homebrew/formula_versions.rb	434	def file_contents_at_revision(revision, relative_path)	CODE
LOW	Library/Homebrew/installed_dependents.rb	26	def find_some_installed_dependents(kegs, casks: [])	CODE
LOW	Library/Homebrew/messages.rb	34	def record_completions_and_elisp(completions_and_elisp)	CODE
LOW	Library/Homebrew/sandbox.rb	589	def allow_write_path_if_exists(path)	CODE
LOW	Library/Homebrew/sbom.rb	620	def full_spdx_runtime_dependencies(bottling:)	CODE
LOW	Library/Homebrew/sbom.rb	685	def described_package_spdx_id(bottling:)	CODE
LOW	Library/Homebrew/keg.rb	782	def codesign_patched_binaries(files); end	CODE
LOW	Library/Homebrew/tap.rb	351	def worktree_source_tap_path_for(path:)	CODE
LOW	Library/Homebrew/tap.rb	1588	def read_formula_list_directory(directory)	CODE
LOW	Library/Homebrew/local_patch.rb	93	def api_source_repository_path(path)	CODE
LOW	Library/Homebrew/resource.rb	228	def verify_download_integrity(filename)	CODE
LOW	Library/Homebrew/resource.rb	449	def verify_download_integrity(_filename)	CODE
LOW	Library/Homebrew/cleanup.rb	153	def excluded_versions_from_cleanup(formula)	CODE
LOW	Library/Homebrew/cleanup.rb	602	def cleanup_legacy_cask_downloads(casks)	CODE
LOW	Library/Homebrew/cleanup.rb	705	def cleanup_empty_api_source_directories(directory = cache/"api-source")	CODE
LOW	Library/Homebrew/cleanup.rb	789	def prune_content_addressed_cache(path)	CODE
LOW	Library/Homebrew/upgrade.rb	145	def filter_dependent_formula_installers(formula_installers)	CODE
LOW	Library/Homebrew/upgrade.rb	170	def dependent_formula_installers(	CODE
LOW	Library/Homebrew/formula_cellar_checks.rb	132	def check_generic_executables(bin)	CODE
LOW	Library/Homebrew/formula_cellar_checks.rb	436	def check_prebuilt_npm_binaries(formula)	CODE
LOW	Library/Homebrew/tap_auditor.rb	150	def check_formula_list_directory(directory_name, lists)	CODE
LOW	Library/Homebrew/downloadable.rb	73	def while_hashing_through_cache(&_block)	CODE
LOW	Library/Homebrew/downloadable.rb	321	def stage_from_download_queue(_download, pour:); end	CODE
LOW	Library/Homebrew/downloadable.rb	324	def verify_download_integrity(filename)	CODE
LOW	Library/Homebrew/caveats.rb	236	def function_completion_caveats(shell)	CODE
LOW	Library/Homebrew/github_runner_matrix.rb	326	def compatible_testing_formulae(runner)	CODE
LOW	Library/Homebrew/github_runner_matrix.rb	339	def formulae_with_untested_dependents(runner)	CODE
LOW	Library/Homebrew/deprecate_disable.rb	135	def to_reason_string_or_symbol(string, type:)	CODE
LOW	Library/Homebrew/install_steps.rb	629	def delete_keychain_certificate(name, matching_certificate: nil, base: nil)	CODE
LOW	Library/Homebrew/install_steps.rb	645	def delete_keychain_certificates(name, fingerprint_of: nil, base: nil)	CODE
LOW	Library/Homebrew/install_steps.rb	786	def install_gzipped_executable(source, target, source_base: nil, target_base: nil)	CODE
LOW	Library/Homebrew/development_tools.rb	49	def insecure_download_warning(resource)	CODE
LOW	Library/Homebrew/head_software_spec.rb	14	def verify_download_integrity(_filename)	CODE
LOW	Library/Homebrew/formula.rb	428	def full_name_with_optional_tap(name)	CODE
LOW	Library/Homebrew/formula.rb	2695	def generate_completions_from_executable(*commands,	CODE
LOW	Library/Homebrew/formula.rb	3010	def runtime_formula_dependencies(read_from_tab: true, undeclared: true)	CODE
LOW	Library/Homebrew/formula.rb	3026	def installed_runtime_formula_dependencies(read_from_tab: true, undeclared: true)	CODE
LOW	Library/Homebrew/formula.rb	3802	def eligible_kegs_for_cleanup(quiet: false)	CODE
LOW	Library/Homebrew/formula.rb	3888	def enqueue_resources_and_patches(download_queue:, test: false)	CODE
LOW	Library/Homebrew/formula.rb	5484	def python_major_minor_version(python)	CODE
LOW	Library/Homebrew/bundle.rb	59	def formula_versions_from_env(formula_name)	CODE
221 more matches not shown…

Over-Commented Block265 hits · 222 pts

Severity	File	Line	Snippet	Context
LOW	Library/tap_rubocop_style.yml	1	---	COMMENT
LOW	Library/Homebrew/keg_relocate.rb	681		COMMENT
LOW	Library/Homebrew/formula_creator.rb	321	<% elsif @mode == :zig %>	COMMENT
LOW	Library/Homebrew/attestation.rb	21		COMMENT
LOW	Library/Homebrew/attestation.rb	41		COMMENT
LOW	Library/Homebrew/attestation.rb	61	# @api private	COMMENT
LOW	Library/Homebrew/attestation.rb	101	end	COMMENT
LOW	Library/Homebrew/attestation.rb	161		COMMENT
LOW	Library/Homebrew/attestation.rb	241		COMMENT
LOW	Library/Homebrew/attestation.rb	261	# or (3) by checking the resulting JSON for the expected signing workflow.	COMMENT
LOW	Library/Homebrew/installed_dependents.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/lock_file.rb	41	"Use `ulimit -n` to increase this limit."	COMMENT
LOW	Library/Homebrew/brew.sh	221	# Only `brew update-if-needed` should be handled here.	COMMENT
LOW	Library/Homebrew/cleaner.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/cleaner.rb	41	# 1. `info/dir`	COMMENT
LOW	Library/Homebrew/tap.rb	241	# The user name of this {Tap}. Usually, it's the GitHub username of	COMMENT
LOW	Library/Homebrew/tap.rb	261	# {#name} is always in lowercase.	COMMENT
LOW	Library/Homebrew/utils.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/utils.rb	21	# Removes the module part from the expression in the string.	COMMENT
LOW	Library/Homebrew/livecheck.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/dependency_collector.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/resource.rb	241	# odeprecated "formula downloads without a checksum", "a `sha256` declaration", disable: true	COMMENT
LOW	Library/Homebrew/abstract_command.rb	1	# typed: strong	COMMENT
LOW	Library/Homebrew/build_options.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/build_options.rb	21	# args << "--qt-gui" if build.with? "qt" # "--with-qt" ==> build.with? "qt"	COMMENT
LOW	Library/Homebrew/build_options.rb	61	!with?(val)	COMMENT
LOW	Library/Homebrew/build_options.rb	81	# if build.head?	COMMENT
LOW	Library/Homebrew/description_cache_store.rb	1	# typed: strict	COMMENT
LOW	Library/Homebrew/version.rb	381	private_constant :PRERELEASE_SUFFIX	COMMENT
LOW	Library/Homebrew/version.rb	401	UrlParser.new(/[_-]([Rr]\d+[AaBb]\d*(?:-\d+)?)/),	COMMENT
LOW	Library/Homebrew/version.rb	441	StemParser.new(/-(#{MINOR_OR_PATCH})-w(?:in)?(?:32\|64)$/),	COMMENT
LOW	Library/Homebrew/version.rb	461		COMMENT
LOW	Library/Homebrew/version.rb	481		COMMENT
LOW	Library/Homebrew/formula.rb	61	# All subclasses of {Formula} (and all Ruby classes) have to be named	COMMENT
LOW	Library/Homebrew/formula.rb	141	# e.g. `another-name-for-this-formula`	COMMENT
LOW	Library/Homebrew/formula.rb	161	#	COMMENT
LOW	Library/Homebrew/formula.rb	181	# The HEAD {SoftwareSpec} for this {Formula}.	COMMENT
LOW	Library/Homebrew/formula.rb	221		COMMENT
LOW	Library/Homebrew/formula.rb	601		COMMENT
LOW	Library/Homebrew/formula.rb	621		COMMENT
LOW	Library/Homebrew/formula.rb	1121	# All currently installed prefix directories.	COMMENT
LOW	Library/Homebrew/formula.rb	1141	# ```	COMMENT
LOW	Library/Homebrew/formula.rb	1161	# The directory where the formula's headers should be installed.	COMMENT
LOW	Library/Homebrew/formula.rb	1181	# @api public	COMMENT
LOW	Library/Homebrew/formula.rb	1201	# The directory where the formula's binaries should be installed.	COMMENT
LOW	Library/Homebrew/formula.rb	1221	# Often one of the more specific `man` functions should be used instead,	COMMENT
LOW	Library/Homebrew/formula.rb	1241	sig { returns(Pathname) }	COMMENT
LOW	Library/Homebrew/formula.rb	1261	# man3.install "man.3"	COMMENT
LOW	Library/Homebrew/formula.rb	1281	sig { returns(Pathname) }	COMMENT
LOW	Library/Homebrew/formula.rb	1301	# This is symlinked into `HOMEBREW_PREFIX` after installation or with	COMMENT
LOW	Library/Homebrew/formula.rb	1321	# ### Examples	COMMENT
LOW	Library/Homebrew/formula.rb	1341	# Install `./example_code/simple/ones` to `share/demos/examples`:	COMMENT
LOW	Library/Homebrew/formula.rb	1361	# pkgshare.install "examples"	COMMENT
LOW	Library/Homebrew/formula.rb	1381	def elisp = prefix/"share/emacs/site-lisp"/name	COMMENT
LOW	Library/Homebrew/formula.rb	1401	# The directory where the formula's configuration files should be installed.	COMMENT
LOW	Library/Homebrew/formula.rb	1421	# This directory is not inside the `HOMEBREW_CELLAR` so it persists	COMMENT
LOW	Library/Homebrew/formula.rb	1441	#	COMMENT
LOW	Library/Homebrew/formula.rb	1461	sig { returns(Pathname) }	COMMENT
LOW	Library/Homebrew/formula.rb	1581		COMMENT
LOW	Library/Homebrew/formula.rb	1641	# Same as {#elisp}, but relative to {#opt_prefix} instead of {#prefix}.	COMMENT
205 more matches not shown…

Self-Referential Comments37 hits · 111 pts

Severity	File	Line	Snippet	Context
MEDIUM	Library/Homebrew/descriptions.rb	51	# Create an actual instance.	COMMENT
MEDIUM	Library/Homebrew/bottle.rb	359	# Create a separate file to mark a completed extraction. This avoids	COMMENT
MEDIUM	Library/Homebrew/bundle_version.rb	92	# Create a nicely formatted version (on a best effort basis).	COMMENT
MEDIUM	Library/Homebrew/cleaner.rb	20	# Create a cleaner for the given formula.	COMMENT
MEDIUM	Library/Homebrew/dependency_collector.rb	18	# This class is used by `depends_on` in the formula DSL to turn dependency	COMMENT
MEDIUM	Library/Homebrew/formula.rb	3389	# Create a hash of spec names (stable/head) to the list of dependencies under each	COMMENT
MEDIUM	Library/Homebrew/formula.rb	3516	# This method is overridden in {Formula} subclasses to provide the	COMMENT
MEDIUM	Library/Homebrew/formula.rb	3531	# This method is overridden in {Formula} subclasses to provide the	COMMENT
MEDIUM	Library/Homebrew/formula.rb	3847	# Create a temporary directory then yield. When the block returns,	COMMENT
MEDIUM	Library/Homebrew/system_command.rb	462	# Create a new process group so that we can send `SIGINT` from	COMMENT
MEDIUM	Library/Homebrew/cmd/pyenv-sync.rb	77	# Create an unversioned symlinks	COMMENT
MEDIUM	Library/Homebrew/extend/os/linux/install.rb	89	# This file is generated by Homebrew. Do not modify.	COMMENT
MEDIUM	Library/Homebrew/rubocops/extend/formula_cop.rb	29	# This method is called by RuboCop and is the main entry point.	COMMENT
MEDIUM	Library/Homebrew/test/cleanup_spec.rb	1141	# Create the latest version of testball so the older version is eligible for cleanup.	COMMENT
MEDIUM	Library/Homebrew/test/style_spec.rb	65	# This file is known to use non-rocket hashes and other things that trigger audit,	COMMENT
MEDIUM	Library/Homebrew/test/cmd/info_spec.rb	610	# Create a rack for the installed dependency	COMMENT
MEDIUM	Library/Homebrew/test/cmd/info_spec.rb	617	# Create a dependent keg whose tab references testball	COMMENT
MEDIUM	…ry/Homebrew/test/support/helper/cask/install_helper.rb	32	# Create the caskroom path	COMMENT
MEDIUM	…ry/Homebrew/test/support/helper/cask/install_helper.rb	35	# Create the staged_path (version directory)	COMMENT
MEDIUM	Library/Homebrew/test/cask/installer_spec.rb	1160	# Create a different file	COMMENT
MEDIUM	Library/Homebrew/standalone/init.rb	4	# This file is included before any other files.	COMMENT
MEDIUM	Library/Homebrew/livecheck/strategy/extract_plist.rb	132	# Create a copy of the cask that overrides the artifact URL with the	COMMENT
MEDIUM	Library/Homebrew/utils/lock.sh	1	# Create a lock using `flock(2)`. A command name with arguments is required as	COMMENT
MEDIUM	Library/Homebrew/utils/curl.rb	883	# Create a hash from the header lines	COMMENT
MEDIUM	Library/Homebrew/prof/vernier_fork_guard.rb	8	# This file is required before Homebrew's usual command boot has installed	COMMENT
MEDIUM	Library/Homebrew/cask/audit.rb	267	# Create a temporary installer to process renames in the audit directory	COMMENT
MEDIUM	Library/Homebrew/services/formula_wrapper.rb	17	# Create a new `Service` instance from either a path or label.	COMMENT
MEDIUM	Library/Homebrew/dev-cmd/typecheck.rb	289	# This file is autogenerated. Do not edit it by hand.	COMMENT
MEDIUM	Library/Homebrew/dev-cmd/create.rb	78	# Create a formula from a tarball URL.	COMMENT
MEDIUM	.github/dependabot.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/workflows/check-issues.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/workflows/stale-issues-and-prs.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/workflows/licenses.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/workflows/check-prs.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/workflows/actionlint.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/codeql/extensions/homebrew-actions.yml	1	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT
MEDIUM	.github/scripts/check-licenses.sh	2	# This file is synced from the `.github` repository, do not modify it directly.	COMMENT

Redundant / Tautological Comments42 hits · 68 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/linkage_checker.rb	289	# Check if this is a no_linkage dependency with unexpected linkage	COMMENT
LOW	Library/Homebrew/missing_formula.rb	178	# Check if the formula has been deleted in the last month.	COMMENT
LOW	Library/Homebrew/version.rb	522	# Check if this is a HEAD version.	COMMENT
LOW	Library/Homebrew/formula.rb	4963	# Check if `@rpath` install names should be preserved.	COMMENT
LOW	Library/Homebrew/cmd/update-report.rb	225	# Check if we can parse the JSON and do any Ruby-side follow-up.	COMMENT
LOW	Library/Homebrew/cmd/update_report/reporter.rb	279	# Check if the migration target is a cask (either in homebrew/cask or any other tap)	COMMENT
LOW	Library/Homebrew/install/check.rb	46	# Check if the installed formula is from a different tap	COMMENT
LOW	Library/Homebrew/install/check.rb	150	# Check if the formula we try to install is the same as installed	COMMENT
LOW	Library/Homebrew/rubocops/components_order.rb	247	# Check if each present_components is above rest of the present_components	COMMENT
LOW	Library/Homebrew/rubocops/shared/desc_helper.rb	22	# Check if a desc is present.	COMMENT
LOW	Library/Homebrew/rubocops/shared/desc_helper.rb	33	# Check if the desc is empty.	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	46	# Check if "command-line" is spelled incorrectly in the desc.	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	52	# Check if the desc starts with an article.	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	55	# Check if invalid lowercase words are at the start of a desc.	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	60	# Check if the desc starts with the formula's or cask's name.	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	71	# Check if a full stop is used at the end of a desc (apart from in the case of "etc.").	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	76	# Check if the desc contains Unicode emojis or symbols (Unicode Other Symbols category).	COMMENT
LOW⚡	Library/Homebrew/rubocops/shared/desc_helper.rb	79	# Check if the desc length exceeds maximum length.	COMMENT
LOW	Library/Homebrew/rubocops/shared/helper_functions.rb	411	# Check if a block method is called inside a block.	COMMENT
LOW	Library/Homebrew/rubocops/shared/helper_functions.rb	424	# Check if method_name is called among the direct children nodes in the given node.	COMMENT
LOW	Library/Homebrew/rubocops/shared/helper_functions.rb	425	# Check if the node itself is the method.	COMMENT
LOW	Library/Homebrew/rubocops/shared/helper_functions.rb	441	# Check if method_name is called among every descendant node of given node.	COMMENT
LOW	Library/Homebrew/rubocops/shared/helper_functions.rb	474	# Check if negation is present in the given node.	COMMENT
LOW	Library/Homebrew/rubocops/cask/no_overrides.rb	45	# Check if multiple `on_{system}` blocks have different `depends_on macos:` versions.	COMMENT
LOW	Library/Homebrew/test/cask/cask_loader_spec.rb	535	# Set HOMEBREW_LIBRARY to our test prefix for the security check	COMMENT
LOW	Library/Homebrew/unpack_strategy/dmg.rb	48	# Check if path is considered disk image metadata.	COMMENT
LOW	Library/Homebrew/unpack_strategy/dmg.rb	54	# Check if path is a symlink to a system directory (commonly to /Applications).	COMMENT
LOW	Library/Homebrew/unpack_strategy/tar.rb	31	# Check if `tar` can list the contents, then it can also extract it.	COMMENT
LOW	Library/Homebrew/bundle/extensions/flatpak.rb	214	# Check if package is installed at all (regardless of remote)	COMMENT
LOW	Library/Homebrew/utils/gem_setup.rb	163	# Write the file atomically, in case we're working parallel	COMMENT
LOW	Library/Homebrew/utils/gem_setup.rb	233	# Check if the install is intact. This is useful if any gems are added to gitignore.	COMMENT
LOW	Library/Homebrew/utils/curl.rb	439	# Check if a URL is protected by CloudFlare (e.g. badlion.net and jaxx.io).	COMMENT
LOW	Library/Homebrew/utils/curl.rb	451	# Check if a URL is protected by Incapsula (e.g. corsair.com).	COMMENT
LOW	Library/Homebrew/utils/service.rb	11	# Check if a service is running for a specified formula.	COMMENT
LOW	Library/Homebrew/utils/service.rb	27	# Check if a service file is installed in the expected location.	COMMENT
LOW	Library/Homebrew/os/linux/elf.rb	244	# Check if DF_1_NODEFLIB is set	COMMENT
LOW	Library/Homebrew/cask/cask.rb	444	# Check if the installed cask is outdated.	COMMENT
LOW	Library/Homebrew/cask/caskroom.rb	48	# Check if the cask is installed with an old name.	COMMENT
LOW	Library/Homebrew/cask/artifact/symlinked.rb	172	# Check if the target file is a symlink that originates from a formula	COMMENT
LOW	Library/Homebrew/services/cli.rb	48	# Check if formula has been found.	COMMENT
LOW	Library/Homebrew/services/system.rb	150	# Check if a launchd service is running, given its label (e.g. `homebrew.mxcl.foo`).	COMMENT
LOW	Library/Homebrew/dev-cmd/bump-formula-pr.rb	383	# Check if there are any resources that still need manual update:	COMMENT

Fake / Example Data27 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/test/utils_spec.rb	138	.to eq({ name: "John Doe", email: "john.doe@example.com" })	CODE
LOW	Library/Homebrew/test/utils_spec.rb	141	expect { described_class.parse_author!("John Doe") }	CODE
LOW	Library/Homebrew/test/missing_formula_spec.rb	81	(tap_path/"Formula/deleted-formula.rb").write "placeholder"	CODE
LOW	Library/Homebrew/test/missing_formula_spec.rb	140	(tap_path/"notes/#{target}.rb").write "placeholder"	CODE
LOW	…y/Homebrew/test/livecheck/strategy/sourceforge_spec.rb	35	<description><![CDATA[Files from abc Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod t	CODE
LOW	…y/Homebrew/test/livecheck/strategy/sourceforge_spec.rb	35	<description><![CDATA[Files from abc Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod t	CODE
LOW	Library/Homebrew/test/utils/curl_spec.rb	368	let(:user_agent_string) { "Lorem ipsum dolor sit amet" }	CODE
LOW	Library/Homebrew/test/utils/curl_spec.rb	368	let(:user_agent_string) { "Lorem ipsum dolor sit amet" }	CODE
LOW	Library/Homebrew/test/utils/user_spec.rb	36	fake_user ttys002 Oct 1 11:27	CODE
LOW	Library/Homebrew/test/utils/github/actions_spec.rb	7	let(:message) { "lorem ipsum" }	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	28	annotation = described_class.new(:warning, "lorem ipsum", file: "file.txt")	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	30	expect(annotation.to_s).to eq "::warning file=file.txt::lorem ipsum"	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	34	annotation = described_class.new(:warning, "lorem ipsum", file: "file.txt", title: "foo")	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	36	expect(annotation.to_s).to eq "::warning file=file.txt,title=foo::lorem ipsum"	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	40	annotation = described_class.new(:error, "lorem ipsum", file: "file.txt", line: 3)	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	42	expect(annotation.to_s).to eq "::error file=file.txt,line=3::lorem ipsum"	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	46	annotation = described_class.new(:error, "lorem ipsum", file: "file.txt", line: 3, column: 18)	CODE
LOW⚡	Library/Homebrew/test/utils/github/actions_spec.rb	48	expect(annotation.to_s).to eq "::error file=file.txt,line=3,col=18::lorem ipsum"	CODE
LOW	Library/Homebrew/test/cask/artifact/app_spec.rb	394	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	52	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	56	.with("chown", args: ["-R", "--", "fake_user:staff", fake_pathname], sudo: nil)	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	64	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	70	args: ["-R", "--", "fake_user:staff", fake_pathname, fake_pathname],	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	95	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	102	.with("chown", args: ["-R", "--", "fake_user:staff", fake_pathname], sudo: nil)	CODE
LOW⚡	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	110	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE
LOW	…brary/Homebrew/test/cask/dsl/shared_examples/staged.rb	124	allow(User).to receive(:current).and_return(User.new("fake_user"))	CODE

AI Slop Vocabulary17 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/diagnostic.rb	1683	# If quarantine is not available, a warning is already shown by check_cask_quarantine_support so just return	COMMENT
LOW	Library/Homebrew/keg.rb	950	# no need to put .app bundles in the path, the user can just use	COMMENT
MEDIUM	Library/Homebrew/formula.rb	2237	# libraries before trying to utilize Frameworks, many of which will be from	COMMENT
LOW	Library/Homebrew/cmd/log.rb	40	# As this command is simplifying user-run commands then let's just use a	COMMENT
LOW	Library/Homebrew/rubocops/lines.rb	1101	problem "`Dir([\"#{string_content(path)}\"])` is unnecessary; just use `#{match[0]}`"	CODE
MEDIUM	Library/Homebrew/rubocops/unreferenced_let.rb	18	# example or an included test harness) cannot be seen, so the cop stays conservative and	COMMENT
LOW	Library/Homebrew/unpack_strategy/dmg.rb	106	# For HFS, just use <mount-path>	COMMENT
MEDIUM	Library/Homebrew/livecheck/strategy/json.rb	19	# `strategy :json` in a `livecheck` block (in conjunction with a	COMMENT
MEDIUM	Library/Homebrew/livecheck/strategy/yaml.rb	19	# `strategy :yaml` in a `livecheck` block (in conjunction with a	COMMENT
MEDIUM	Library/Homebrew/livecheck/strategy/xml.rb	23	# `strategy :xml` in a `livecheck` block (in conjunction with a	COMMENT
LOW	Library/Homebrew/utils/gzip.rb	29	# 1. Ideally, we would just set mtime = 0 if SOURCE_DATE_EPOCH is absent, but Ruby's	COMMENT
MEDIUM	Library/Homebrew/utils/github/artifacts.rb	17	# We use a download strategy here to leverage the Homebrew cache	COMMENT
LOW	Library/Homebrew/os/mac/ffi/core_foundation.rb	94	# ASCII-8BIT could be anything, so just use Latin-1	COMMENT
LOW	Library/Homebrew/dev-cmd/bump-revision.rb	33	# As this command is simplifying user-run commands then let's just use a	COMMENT
LOW	Library/Homebrew/dev-cmd/bump-compatibility-version.rb	31	# As this command is simplifying user-run commands then let's just use a	COMMENT
LOW	Library/Homebrew/dev-cmd/bump-formula-pr.rb	111	# As this command is simplifying user-run commands then let's just use a	COMMENT
LOW	Library/Homebrew/dev-cmd/bump-cask-pr.rb	79	# As this command is simplifying user-run commands then let's just use a	COMMENT

Synthetic Comment Markers2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	Library/Homebrew/tap.rb	559	# Redirect targets must pass the same allow/forbid checks as requested remotes.	COMMENT
HIGH	Library/Homebrew/dev-cmd/pr-pull.rb	164	ohai "Ignoring workflow #{workflow} as requested by `--ignore-missing-artifacts`"	CODE

Slop Phrases3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	Library/Homebrew/formula.rb	4507	# If you maintain your own repository, you can add your own bottle links.	COMMENT
MEDIUM	Library/Homebrew/formula.rb	4580	# If a block is provided you can also add {.depends_on} and {Patch}es just to the {.head} {SoftwareSpec}.	COMMENT
LOW	Library/Homebrew/test_bot/formulae.rb	375	# If we depend on a versioned formula, make sure to unlink any other	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	docs/Brew-Bundle-and-Brewfile.md	311	# In this example, pass `--appdir=~/Applications` and `--require_sha`	COMMENT

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/extend/kernel.rb	20	# NOTE: This method is not thread-safe – other threads	COMMENT
LOW	Library/Homebrew/bundle/brew.rb	386	# Step 1: Sort by formula full name while putting tap formulae behind core formulae.	COMMENT
LOW	Library/Homebrew/bundle/brew.rb	398	# Step 2: Sort by formula dependency topology.	COMMENT

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	Library/Homebrew/bundle/brew.rb	386	# Step 1: Sort by formula full name while putting tap formulae behind core formulae.	COMMENT
LOW	Library/Homebrew/bundle/brew.rb	398	# Step 2: Sort by formula dependency topology.	COMMENT
LOW	Library/Homebrew/services/formula_wrapper.rb	398	# The purpose of this function is to lazy load the Homebrew::Service class	COMMENT

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/BrewTestBot.md	11	[`brew test-bot`](Manpage.md#test-bot-options-formula) is Homebrew's continuous-integration orchestration command, origi	CODE

Homebrew/brew

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