diff --git a/crates/ruff/src/rules/pylint/rules/collapsible_else_if.rs b/crates/ruff/src/rules/pylint/rules/collapsible_else_if.rs
index b99de7e37a..d53fd72869 100644
--- a/crates/ruff/src/rules/pylint/rules/collapsible_else_if.rs
+++ b/crates/ruff/src/rules/pylint/rules/collapsible_else_if.rs
@@ -4,13 +4,45 @@ use ruff_diagnostics::{Diagnostic, Violation};
 use ruff_macros::{derive_message_formats, violation};
 use ruff_python_ast::source_code::Locator;
 
+/// ## What it does
+/// Checks for `else` blocks that consist of a single `if` statement.
+///
+/// ## Why is this bad?
+/// If an `else` block contains a single `if` statement, it can be collapsed
+/// into an `elif`, thus reducing the indentation level.
+///
+/// ## Example
+/// ```python
+/// def check_sign(value: int) -> None:
+///     if value > 0:
+///         print("Number is positive.")
+///     else:
+///         if value < 0:
+///             print("Number is negative.")
+///         else:
+///             print("Number is zero.")
+/// ```
+///
+/// Use instead:
+/// ```python
+/// def check_sign(value: int) -> None:
+///     if value > 0:
+///         print("Number is positive.")
+///     elif value < 0:
+///         print("Number is negative.")
+///     else:
+///         print("Number is zero.")
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/tutorial/controlflow.html#if-statements)
 #[violation]
 pub struct CollapsibleElseIf;
 
 impl Violation for CollapsibleElseIf {
     #[derive_message_formats]
     fn message(&self) -> String {
-        format!("Consider using `elif` instead of `else` then `if` to remove one indentation level")
+        format!("Use `elif` instead of `else` then `if`, to reduce indentation")
     }
 }
 
diff --git a/crates/ruff/src/rules/pylint/rules/comparison_of_constant.rs b/crates/ruff/src/rules/pylint/rules/comparison_of_constant.rs
index 5897200301..76d4468f7f 100644
--- a/crates/ruff/src/rules/pylint/rules/comparison_of_constant.rs
+++ b/crates/ruff/src/rules/pylint/rules/comparison_of_constant.rs
@@ -57,6 +57,26 @@ impl fmt::Display for ViolationsCmpop {
     }
 }
 
+/// ## What it does
+/// Checks for comparisons between constants.
+///
+/// ## Why is this bad?
+/// Comparing two constants will always resolve to the same value, so the
+/// comparison is redundant. Instead, the expression should be replaced
+/// with the result of the comparison.
+///
+/// ## Example
+/// ```python
+/// foo = 1 == 1
+/// ```
+///
+/// Use instead:
+/// ```python
+/// foo = True
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/reference/expressions.html#comparisons)
 #[violation]
 pub struct ComparisonOfConstant {
     left_constant: String,
diff --git a/crates/ruff/src/rules/pylint/rules/duplicate_bases.rs b/crates/ruff/src/rules/pylint/rules/duplicate_bases.rs
index c49517b749..6d6256f472 100644
--- a/crates/ruff/src/rules/pylint/rules/duplicate_bases.rs
+++ b/crates/ruff/src/rules/pylint/rules/duplicate_bases.rs
@@ -8,6 +8,34 @@ use ruff_macros::{derive_message_formats, violation};
 
 use crate::checkers::ast::Checker;
 
+/// ## What it does
+/// Checks for duplicate base classes in class definitions.
+///
+/// ## Why is this bad?
+/// Including duplicate base classes will raise a `TypeError` at runtime.
+///
+/// ## Example
+/// ```python
+/// class Foo:
+///     pass
+///
+///
+/// class Bar(Foo, Foo):
+///     pass
+/// ```
+///
+/// Use instead:
+/// ```python
+/// class Foo:
+///     pass
+///
+///
+/// class Bar(Foo):
+///     pass
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/reference/compound_stmts.html#class-definitions)
 #[violation]
 pub struct DuplicateBases {
     base: String,
diff --git a/crates/ruff/src/rules/pylint/rules/duplicate_value.rs b/crates/ruff/src/rules/pylint/rules/duplicate_value.rs
index 70652536b2..46ba673cc8 100644
--- a/crates/ruff/src/rules/pylint/rules/duplicate_value.rs
+++ b/crates/ruff/src/rules/pylint/rules/duplicate_value.rs
@@ -7,6 +7,23 @@ use ruff_python_ast::comparable::ComparableExpr;
 
 use crate::checkers::ast::Checker;
 
+/// ## What it does
+/// Checks for set literals that contain duplicate values.
+///
+/// ## Why is this bad?
+/// In Python, sets are unordered collections of unique elements. Including a
+/// duplicate value in a set literal is redundant, and may be indicative of a
+/// mistake.
+///
+/// ## Example
+/// ```python
+/// {1, 2, 3, 1}
+/// ```
+///
+/// Use instead:
+/// ```python
+/// {1, 2, 3}
+/// ```
 #[violation]
 pub struct DuplicateValue {
     value: String,
diff --git a/crates/ruff/src/rules/pylint/rules/magic_value_comparison.rs b/crates/ruff/src/rules/pylint/rules/magic_value_comparison.rs
index 3128777707..60a6a8e4c2 100644
--- a/crates/ruff/src/rules/pylint/rules/magic_value_comparison.rs
+++ b/crates/ruff/src/rules/pylint/rules/magic_value_comparison.rs
@@ -7,6 +7,35 @@ use ruff_macros::{derive_message_formats, violation};
 use crate::checkers::ast::Checker;
 use crate::rules::pylint::settings::ConstantType;
 
+/// ## What it does
+/// Checks for the use of unnamed numerical constants ("magic") values in
+/// comparisons.
+///
+/// ## Why is this bad?
+/// The use of "magic" can make code harder to read and maintain, as readers
+/// will have to infer the meaning of the value from the context.
+///
+/// For convenience, this rule excludes a variety of common values from the
+/// "magic" value definition, such as `0`, `1`, `""`, and `"__main__"`.
+///
+/// ## Example
+/// ```python
+/// def calculate_discount(price: float) -> float:
+///     return price * (1 - 0.2)
+/// ```
+///
+/// Use instead:
+/// ```python
+/// DISCOUNT_RATE = 0.2
+///
+///
+/// def calculate_discount(price: float) -> float:
+///     return price * (1 - DISCOUNT_RATE)
+/// ```
+///
+/// ## References
+/// - [Wikipedia](https://en.wikipedia.org/wiki/Magic_number_(programming)#Unnamed_numerical_constants)
+/// - [PEP 8](https://peps.python.org/pep-0008/#constants)
 #[violation]
 pub struct MagicValueComparison {
     value: String,
diff --git a/crates/ruff/src/rules/pylint/rules/manual_import_from.rs b/crates/ruff/src/rules/pylint/rules/manual_import_from.rs
index 30f8e218e0..2274a3e435 100644
--- a/crates/ruff/src/rules/pylint/rules/manual_import_from.rs
+++ b/crates/ruff/src/rules/pylint/rules/manual_import_from.rs
@@ -7,6 +7,25 @@ use ruff_macros::{derive_message_formats, violation};
 use crate::checkers::ast::Checker;
 use crate::registry::AsRule;
 
+/// ## What it does
+/// Checks for submodule imports that are aliased to the submodule name.
+///
+/// ## Why is this bad?
+/// Using the `from` keyword to import the submodule is more concise and
+/// readable.
+///
+/// ## Example
+/// ```python
+/// import concurrent.futures as futures
+/// ```
+///
+/// Use instead:
+/// ```python
+/// from concurrent import futures
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/reference/import.html#submodules)
 #[violation]
 pub struct ManualFromImport {
     module: String,
diff --git a/crates/ruff/src/rules/pylint/rules/property_with_parameters.rs b/crates/ruff/src/rules/pylint/rules/property_with_parameters.rs
index 7d28d1cfb7..4471a4a73d 100644
--- a/crates/ruff/src/rules/pylint/rules/property_with_parameters.rs
+++ b/crates/ruff/src/rules/pylint/rules/property_with_parameters.rs
@@ -6,6 +6,36 @@ use ruff_python_ast::helpers::identifier_range;
 
 use crate::checkers::ast::Checker;
 
+/// ## What it does
+/// Checks for property definitions that accept function parameters.
+///
+/// ## Why is this bad?
+/// Properties cannot be called with parameters.
+///
+/// If you need to pass parameters to a property, create a method with the
+/// desired parameters and call that method instead.
+///
+/// ## Example
+/// ```python
+/// class Cat:
+///     @property
+///     def purr(self, volume):
+///         ...
+/// ```
+///
+/// Use instead:
+/// ```python
+/// class Cat:
+///     @property
+///     def purr(self):
+///         ...
+///
+///     def purr_volume(self, volume):
+///         ...
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/library/functions.html#property)
 #[violation]
 pub struct PropertyWithParameters;
 
diff --git a/crates/ruff/src/rules/pylint/rules/repeated_isinstance_calls.rs b/crates/ruff/src/rules/pylint/rules/repeated_isinstance_calls.rs
index f8bb082c83..c3b5289b61 100644
--- a/crates/ruff/src/rules/pylint/rules/repeated_isinstance_calls.rs
+++ b/crates/ruff/src/rules/pylint/rules/repeated_isinstance_calls.rs
@@ -8,6 +8,34 @@ use ruff_python_ast::hashable::HashableExpr;
 
 use crate::checkers::ast::Checker;
 
+/// ## What it does
+/// Checks for repeated `isinstance` calls on the same object.
+///
+/// ## Why is this bad?
+/// Repeated `isinstance` calls on the same object can be merged into a
+/// single call.
+///
+/// ## Example
+/// ```python
+/// def is_number(x):
+///     return isinstance(x, int) or isinstance(x, float) or isinstance(x, complex)
+/// ```
+///
+/// Use instead:
+/// ```python
+/// def is_number(x):
+///     return isinstance(x, (int, float, complex))
+/// ```
+///
+/// Or, for Python 3.10 and later:
+///
+/// ```python
+/// def is_number(x):
+///     return isinstance(x, int | float | complex)
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/library/functions.html#isinstance)
 #[violation]
 pub struct RepeatedIsinstanceCalls {
     obj: String,
diff --git a/crates/ruff/src/rules/pylint/rules/sys_exit_alias.rs b/crates/ruff/src/rules/pylint/rules/sys_exit_alias.rs
index 83eeefa0fb..9bc28642ad 100644
--- a/crates/ruff/src/rules/pylint/rules/sys_exit_alias.rs
+++ b/crates/ruff/src/rules/pylint/rules/sys_exit_alias.rs
@@ -7,6 +7,35 @@ use crate::autofix::actions::get_or_import_symbol;
 use crate::checkers::ast::Checker;
 use crate::registry::AsRule;
 
+/// ## What it does
+/// Checks for uses of the `exit()` and `quit()`.
+///
+/// ## Why is this bad?
+/// `exit` and `quit` come from the `site` module, which is typically imported
+/// automatically during startup. However, it is not _guaranteed_ to be
+/// imported, and so using these functions may result in a `NameError` at
+/// runtime. Generally, these constants are intended to be used in an interactive
+/// interpreter, and not in programs.
+///
+/// Prefer `sys.exit()`, as the `sys` module is guaranteed to exist in all
+/// contexts.
+///
+/// ## Example
+/// ```python
+/// if __name__ == "__main__":
+///     exit()
+/// ```
+///
+/// Use instead:
+/// ```python
+/// import sys
+///
+/// if __name__ == "__main__":
+///     sys.exit()
+/// ```
+///
+/// ## References
+/// - [Python documentation](https://docs.python.org/3/library/constants.html#constants-added-by-the-site-module)
 #[violation]
 pub struct SysExitAlias {
     name: String,
diff --git a/crates/ruff/src/rules/pylint/rules/too_many_arguments.rs b/crates/ruff/src/rules/pylint/rules/too_many_arguments.rs
index 8266aa290e..bd06b69c99 100644
--- a/crates/ruff/src/rules/pylint/rules/too_many_arguments.rs
+++ b/crates/ruff/src/rules/pylint/rules/too_many_arguments.rs
@@ -6,6 +6,43 @@ use ruff_python_ast::helpers::identifier_range;
 
 use crate::checkers::ast::Checker;
 
+/// ## What it does
+/// Checks for function definitions that include too many arguments.
+///
+/// By default, this rule allows up to five arguments, as configured by the
+/// `pylint.max-args` option.
+///
+/// ## Why is this bad?
+/// Functions with many arguments are harder to understand, maintain, and call.
+/// Consider refactoring functions with many arguments into smaller functions
+/// with fewer arguments, or using objects to group related arguments.
+///
+/// ## Example
+/// ```python
+/// def calculate_position(x_pos, y_pos, z_pos, x_vel, y_vel, z_vel, time):
+///     new_x = x_pos + x_vel * time
+///     new_y = y_pos + y_vel * time
+///     new_z = z_pos + z_vel * time
+///     return new_x, new_y, new_z
+/// ```
+///
+/// Use instead:
+/// ```python
+/// from typing import NamedTuple
+///
+///
+/// class Vector(NamedTuple):
+///     x: float
+///     y: float
+///     z: float
+///
+///
+/// def calculate_position(pos: Vector, vel: Vector, time: float) -> Vector:
+///     return Vector(*(p + v * time for p, v in zip(pos, vel)))
+/// ```
+///
+/// ## Options
+/// - `pylint.max-args`
 #[violation]
 pub struct TooManyArguments {
     c_args: usize,
diff --git a/crates/ruff/src/rules/pylint/rules/too_many_branches.rs b/crates/ruff/src/rules/pylint/rules/too_many_branches.rs
index 8edede1586..b597cbeae6 100644
--- a/crates/ruff/src/rules/pylint/rules/too_many_branches.rs
+++ b/crates/ruff/src/rules/pylint/rules/too_many_branches.rs
@@ -5,6 +5,70 @@ use ruff_macros::{derive_message_formats, violation};
 use ruff_python_ast::helpers::identifier_range;
 use ruff_python_ast::source_code::Locator;
 
+/// ## What it does
+/// Checks for functions or methods with too many branches.
+///
+/// By default, this rule allows up to 12 branches. This can be configured
+/// using the `max-branches` option.
+///
+/// ## Why is this bad?
+/// Functions or methods with many branches are harder to understand
+/// and maintain than functions or methods with fewer branches.
+///
+/// ## Example
+/// ```python
+/// def capital(country):
+///     if country == "Australia":
+///         return "Canberra"
+///     elif country == "Brazil":
+///         return "Brasilia"
+///     elif country == "Canada":
+///         return "Ottawa"
+///     elif country == "England":
+///         return "London"
+///     elif country == "France":
+///         return "Paris"
+///     elif country == "Germany":
+///         return "Berlin"
+///     elif country == "Poland":
+///         return "Warsaw"
+///     elif country == "Romania":
+///         return "Bucharest"
+///     elif country == "Spain":
+///         return "Madrid"
+///     elif country == "Thailand":
+///         return "Bangkok"
+///     elif country == "Turkey":
+///         return "Ankara"
+///     elif country == "United States":
+///         return "Washington"
+///     else:
+///         return "Unknown"  # 13th branch
+/// ```
+///
+/// Use instead:
+/// ```python
+/// def capital(country):
+///     capitals = {
+///         "Australia": "Canberra",
+///         "Brazil": "Brasilia",
+///         "Canada": "Ottawa",
+///         "England": "London",
+///         "France": "Paris",
+///         "Germany": "Berlin",
+///         "Poland": "Warsaw",
+///         "Romania": "Bucharest",
+///         "Spain": "Madrid",
+///         "Thailand": "Bangkok",
+///         "Turkey": "Ankara",
+///         "United States": "Washington",
+///     }
+///     city = capitals.get(country, "Unknown")
+///     return city
+/// ```
+///
+/// ## References
+/// - [Ruff configuration documentation](https://beta.ruff.rs/docs/settings/#max-branches)
 #[violation]
 pub struct TooManyBranches {
     branches: usize,
diff --git a/crates/ruff/src/rules/pylint/rules/too_many_return_statements.rs b/crates/ruff/src/rules/pylint/rules/too_many_return_statements.rs
index bdb59212dd..9ba5dd2202 100644
--- a/crates/ruff/src/rules/pylint/rules/too_many_return_statements.rs
+++ b/crates/ruff/src/rules/pylint/rules/too_many_return_statements.rs
@@ -6,6 +6,51 @@ use ruff_python_ast::helpers::{identifier_range, ReturnStatementVisitor};
 use ruff_python_ast::source_code::Locator;
 use ruff_python_ast::statement_visitor::StatementVisitor;
 
+/// ## What it does
+/// Checks for functions or methods with too many return statements.
+///
+/// By default, this rule allows up to six return statements, as configured by
+/// the `pylint.max-returns` option.
+///
+/// ## Why is this bad?
+/// Functions or methods with many return statements are harder to understand
+/// and maintain, and often indicative of complex logic.
+///
+/// ## Example
+/// ```python
+/// def capital(country: str) -> str | None:
+///     if country == "England":
+///         return "London"
+///     elif country == "France":
+///         return "Paris"
+///     elif country == "Poland":
+///         return "Warsaw"
+///     elif country == "Romania":
+///         return "Bucharest"
+///     elif country == "Spain":
+///         return "Madrid"
+///     elif country == "Thailand":
+///         return "Bangkok"
+///     else:
+///         return None
+/// ```
+///
+/// Use instead:
+/// ```python
+/// def capital(country: str) -> str | None:
+///     capitals = {
+///         "England": "London",
+///         "France": "Paris",
+///         "Poland": "Warsaw",
+///         "Romania": "Bucharest",
+///         "Spain": "Madrid",
+///         "Thailand": "Bangkok",
+///     }
+///     return capitals.get(country)
+/// ```
+///
+/// ## Options
+/// - `pylint.max-returns`
 #[violation]
 pub struct TooManyReturnStatements {
     returns: usize,
diff --git a/crates/ruff/src/rules/pylint/rules/too_many_statements.rs b/crates/ruff/src/rules/pylint/rules/too_many_statements.rs
index 829f85e471..6912ca0c10 100644
--- a/crates/ruff/src/rules/pylint/rules/too_many_statements.rs
+++ b/crates/ruff/src/rules/pylint/rules/too_many_statements.rs
@@ -5,6 +5,47 @@ use ruff_macros::{derive_message_formats, violation};
 use ruff_python_ast::helpers::identifier_range;
 use ruff_python_ast::source_code::Locator;
 
+/// ## What it does
+/// Checks for functions or methods with too many statements.
+///
+/// By default, this rule allows up to 50 statements, as configured by the
+/// `pylint.max-statements` option.
+///
+/// ## Why is this bad?
+/// Functions or methods with many statements are harder to understand
+/// and maintain.
+///
+/// Instead, consider refactoring the function or method into smaller
+/// functions or methods, or identifying generalizable patterns and
+/// replacing them with generic logic or abstractions.
+///
+/// ## Example
+/// ```python
+/// def is_even(number: int) -> bool:
+///     if number == 0:
+///         return True
+///     elif number == 1:
+///         return False
+///     elif number == 2:
+///         return True
+///     elif number == 3:
+///         return False
+///     elif number == 4:
+///         return True
+///     elif number == 5:
+///         return False
+///     else:
+///         ...
+/// ```
+///
+/// Use instead:
+/// ```python
+/// def is_even(number: int) -> bool:
+///     return number % 2 == 0
+/// ```
+///
+/// ## Options
+/// - `pylint.max-statements`
 #[violation]
 pub struct TooManyStatements {
     statements: usize,
diff --git a/crates/ruff/src/rules/pylint/snapshots/ruff__rules__pylint__tests__PLR5501_collapsible_else_if.py.snap b/crates/ruff/src/rules/pylint/snapshots/ruff__rules__pylint__tests__PLR5501_collapsible_else_if.py.snap
index 59d16efdea..567c03d257 100644
--- a/crates/ruff/src/rules/pylint/snapshots/ruff__rules__pylint__tests__PLR5501_collapsible_else_if.py.snap
+++ b/crates/ruff/src/rules/pylint/snapshots/ruff__rules__pylint__tests__PLR5501_collapsible_else_if.py.snap
@@ -1,7 +1,7 @@
 ---
 source: crates/ruff/src/rules/pylint/mod.rs
 ---
-collapsible_else_if.py:38:9: PLR5501 Consider using `elif` instead of `else` then `if` to remove one indentation level
+collapsible_else_if.py:38:9: PLR5501 Use `elif` instead of `else` then `if`, to reduce indentation
    |
 38 |           pass
 39 |       else:
@@ -11,7 +11,7 @@ collapsible_else_if.py:38:9: PLR5501 Consider using `elif` instead of `else` the
    | |________________^ PLR5501
    |
 
-collapsible_else_if.py:46:9: PLR5501 Consider using `elif` instead of `else` then `if` to remove one indentation level
+collapsible_else_if.py:46:9: PLR5501 Use `elif` instead of `else` then `if`, to reduce indentation
    |
 46 |           pass
 47 |       else: