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lintr

{lintr} provides static code analysis for R. It checks for adherence to a given style, identifying syntax errors and possible semantic issues, then reports them to you so you can take action. Watch lintr in action in the following animation:

{lintr} is complementary to the {styler} package which automatically restyles code, eliminating some of the problems that {lintr} can detect.

Installation

Install the stable version from CRAN:

install.packages("lintr")

Or the development version from GitHub:

# install.packages("remotes")
remotes::install_github("r-lib/lintr")

Usage

And then you can create a configuration file and run selected linters:

lintr::use_lintr(type = "tidyverse")

# in a project:
lintr::lint_dir()

# in a package:
lintr::lint_package()

To see a list of linters included for each configuration:

# tidyverse (default)
names(lintr::linters_with_defaults())

# full
names(lintr::all_linters())

Setting up GitHub Actions

{usethis} provides helper functions to generate lint workflows for GitHub Actions:

# in a project:
usethis::use_github_action("lint-project")

# in a package:
usethis::use_github_action("lint")

You can also run lintr during continuous integration or within your IDE or text editor. See vignette("continuous-integration") and vignette("editors") for more details.

Without further configuration, this will run the default linters. See vignette("lintr") to learn how to modify these defaults.

Code of Conduct

Please note that the lintr project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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Version

Install

install.packages('lintr')

Monthly Downloads

67,134

Version

3.3.0-1

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Michael Chirico

Last Published

November 27th, 2025

Functions in lintr (3.3.0-1)

best_practices_linters

Best practices linters
boolean_arithmetic_linter

Require usage of boolean operators over equivalent arithmetic
comparison_negation_linter

Block usages like !(x == y) where a direct relational operator is appropriate
condition_message_linter

Block usage of paste() and paste0() with messaging functions using ...
configurable_linters

Configurable linters
condition_call_linter

Recommend usage of call. = FALSE in conditions
default_settings

Default lintr settings
conjunct_test_linter

Force && conditions to be written separately where appropriate
consecutive_assertion_linter

Force consecutive calls to assertions into just one when possible
equals_na_linter

Equality check with NA linter
exclude

Exclude lines or files from linting
default_linters

Default linters
deprecated_linters

Deprecated linters
consecutive_mutate_linter

Require consecutive calls to mutate() to be combined when possible
expect_null_linter

Require usage of expect_null for checking NULL
correctness_linters

Correctness linters
expect_s3_class_linter

Require usage of expect_s3_class()
cyclocomp_linter

Cyclomatic complexity linter
consistency_linters

Consistency linters
all_undesirable_functions

Default undesirable functions and operators
fixed_regex_linter

Require usage of fixed=TRUE in regular expressions where appropriate
efficiency_linters

Efficiency linters
empty_assignment_linter

Block assignment of {}
expect_comparison_linter

Require usage of expect_gt(x, y) over expect_true(x > y) (and similar)
executing_linters

Code executing linters
expect_named_linter

Require usage of expect_named(x, n) over expect_equal(names(x), n)
function_argument_linter

Function argument linter
download_file_linter

Recommend usage of a portable mode value for downloading files
expect_type_linter

Require usage of expect_type(x, type) over expect_equal(typeof(x), type)
get_source_expressions

Parsed sourced file from a filename
get_r_string

Extract text from STR_CONST nodes
infix_spaces_linter

Infix spaces linter
expect_not_linter

Require usage of expect_false(x) over expect_true(!x)
for_loop_index_linter

Block usage of for loops directly overwriting the indexing variable
implicit_integer_linter

Implicit integer linter
expect_lint

Lint expectation
library_call_linter

Library call linter
if_switch_linter

Require usage of switch() over repeated if/else blocks
if_not_else_linter

Block statements like if (!A) x else y
line_length_linter

Line length linter
keyword_quote_linter

Block unnecessary quoting in calls
indentation_linter

Check that indentation is consistent
length_levels_linter

Require usage of nlevels over length(levels(.))
function_left_parentheses_linter

Function left parentheses linter
implicit_assignment_linter

Avoid implicit assignment in function calls
expect_lint_free

Test that the package is lint free
ifelse_censor_linter

Block usage of ifelse() where pmin() or pmax() is more appropriate
function_return_linter

Lint common mistakes/style issues cropping up from return statements
lint-s3

Create a lint object
length_test_linter

Check for a common mistake where a size check like 'length' is applied in the wrong place
lint

Lint a file, directory, or package
make_linter_from_xpath

Create a linter from an XPath
is_lint_level

Is this an expression- or a file-level source object?
is_numeric_linter

Redirect is.numeric(x) || is.integer(x) to just use is.numeric(x)
inner_combine_linter

Require c() to be applied before relatively expensive vectorized functions
linters_with_defaults

Create a linter configuration based on defaults
linters

Available linters
matrix_apply_linter

Require usage of colSums(x) or rowSums(x) over apply(x, ., sum)
lintr-deprecated

Deprecated functions in lintr
linters_with_tags

Create a tag-based linter configuration
lengths_linter

Require usage of lengths() where possible
duplicate_argument_linter

Duplicate argument linter
expect_identical_linter

Require usage of expect_identical(x, y) where appropriate
expect_length_linter

Require usage of expect_length(x, n) over expect_equal(length(x), n)
expect_s4_class_linter

Require usage of expect_s4_class(x, k) over expect_true(is(x, k))
nested_ifelse_linter

Block usage of nested ifelse() calls
nested_pipe_linter

Block usage of pipes nested inside other calls
lintr-package

Lintr
list2df_linter

Recommend direct usage of data.frame() to create a data.frame from a list
nonportable_path_linter

Non-portable path linter
normalize_exclusions

Normalize lint exclusions
object_name_linter

Object name linter
expect_true_false_linter

Require usage of expect_true(x) over expect_equal(x, TRUE)
ids_with_token

Get parsed IDs by token
gitlab_output

GitLab Report for lint results
list_comparison_linter

Block usage of comparison operators with known-list() functions like lapply
missing_argument_linter

Missing argument linter
missing_package_linter

Missing package linter
numeric_leading_zero_linter

Require usage of a leading zero in all fractional numerics
nrow_subset_linter

Block usage of nrow(subset(x, .))
pipe_consistency_linter

Pipe consistency linter
pipe_call_linter

Pipe call linter
package_hooks_linter

Package hooks linter
outer_negation_linter

Require usage of !any(x) over all(!x), !all(x) over any(!x)
literal_coercion_linter

Require usage of correctly-typed literals over literal coercions
quotes_linter

Character string quote linter
modify_defaults

Modify lintr defaults
package_development_linters

Package development linters
namespace_linter

Namespace linter
read_settings

Read lintr settings
nzchar_linter

Require usage of nzchar where appropriate
object_length_linter

Object length linter
pkg_testthat_linters

Testthat linters
object_overwrite_linter

Block assigning any variables whose name clashes with a base R function
object_usage_linter

Object usage linter
print_linter

Block usage of print() for logging
repeat_linter

Repeat linter
return_linter

Return linter
scalar_in_linter

Block usage like x %in% "a"
semicolon_linter

Semicolon linter
rep_len_linter

Require usage of rep_len(x, n) over rep(x, length.out = n)
one_call_pipe_linter

Block single-call magrittr pipes
pipe_continuation_linter

Pipe continuation linter
regex_subset_linter

Require usage of direct methods for subsetting strings via regex
pipe_return_linter

Block usage of return() in magrittr pipelines
parse_exclusions

read a source file and parse all the excluded lines from it
readability_linters

Readability linters
sprintf_linter

Require correct sprintf() calls
paren_body_linter

Parenthesis before body linter
paste_linter

Raise lints for several common poor usages of paste()
redundant_equals_linter

Block usage of ==, != on logical vectors
stopifnot_all_linter

Block usage of all() within stopifnot()
style_linters

Style linters
sort_linter

Check for common mistakes around sorting vectors
seq_linter

Sequence linter
system_file_linter

Block usage of file.path() with system.file()
todo_comment_linter

TODO comment linter
trailing_blank_lines_linter

Trailing blank lines linter
which_grepl_linter

Require usage of grep over which(grepl(.))
vector_logic_linter

Enforce usage of scalar logical operators in conditional statements
robustness_linters

Robustness linters
redundant_ifelse_linter

Prevent ifelse() from being used to produce TRUE/FALSE or 1/0
regex_linters

Regular expression linters
sample_int_linter

Require usage of sample.int(n, m, ...) over sample(1:n, m, ...)
unused_import_linter

Check that imported packages are actually used
string_boundary_linter

Require usage of startsWith() and endsWith() over grepl()/substr() versions
strings_as_factors_linter

Identify cases where stringsAsFactors should be supplied explicitly
undesirable_function_linter

Undesirable function linter
sarif_output

SARIF Report for lint results
routine_registration_linter

Identify unregistered native routines
xp_call_name

Get the name of the function matched by an XPath
trailing_whitespace_linter

Trailing whitespace linter
unnecessary_lambda_linter

Block usage of anonymous functions in iteration functions when unnecessary
whitespace_linter

Whitespace linter
unnecessary_nesting_linter

Block instances of unnecessary nesting
yoda_test_linter

Block obvious "yoda tests"
xml_nodes_to_lints

Convert an XML node or nodeset into a Lint
use_lintr

Use lintr in your project
spaces_inside_linter

Spaces inside linter
unnecessary_concatenation_linter

Unneeded concatenation linter
undesirable_operator_linter

Undesirable operator linter
tidy_design_linters

Tidyverse design linters
unreachable_code_linter

Block unreachable code and comments following return statements
terminal_close_linter

Prohibit close() from terminating a function definition
spaces_left_parentheses_linter

Spaces before parentheses linter
unnecessary_placeholder_linter

Block usage of pipeline placeholders if unnecessary
absolute_path_linter

Absolute path linter
assignment_linter

Assignment linter
all_linters

Create a linter configuration based on all available linters
T_and_F_symbol_linter

T and F symbol linter
backport_linter

Backport linter
any_is_na_linter

Require usage of anyNA(x) over any(is.na(x))
available_linters

Get Linter metadata from a package
all_equal_linter

Warn about invalid usage of all.equal()
Linter

Create a linter closure
class_equals_linter

Block comparison of class with ==
common_mistakes_linters

Common mistake linters
commented_code_linter

Commented code linter
clear_cache

Clear the lintr cache
checkstyle_output

Checkstyle Report for lint results
brace_linter

Brace linter
any_duplicated_linter

Require usage of anyDuplicated(x) > 0 over any(duplicated(x))
coalesce_linter

Encourage usage of the null coalescing operator %||%
commas_linter

Commas linter