diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/simple_defaults.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/simple_defaults.rs
index fdf868aba09ac..70102ab892c9d 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/simple_defaults.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/simple_defaults.rs
@@ -17,32 +17,30 @@ use crate::rules::flake8_pyi::rules::TypingModule;
 use crate::settings::types::PythonVersion;
 
 /// ## What it does
-/// Checks for typed function arguments in stubs with default values that
-/// are not "simple" /// (i.e., `int`, `float`, `complex`, `bytes`, `str`,
-/// `bool`, `None`, `...`, or simple container literals).
+/// Checks for typed function arguments in stubs with complex default values.
 ///
 /// ## Why is this bad?
-/// Stub (`.pyi`) files exist to define type hints, and are not evaluated at
-/// runtime. As such, function arguments in stub files should not have default
-/// values, as they are ignored by type checkers.
-///
-/// However, the use of default values may be useful for IDEs and other
-/// consumers of stub files, and so "simple" values may be worth including and
-/// are permitted by this rule.
+/// Stub (`.pyi`) files exist as "data files" for static analysis tools, and
+/// are not evaluated at runtime. While simple default values may be useful for
+/// some tools that consume stubs, such as IDEs, they are ignored by type
+/// checkers.
 ///
 /// Instead of including and reproducing a complex value, use `...` to indicate
-/// that the assignment has a default value, but that the value is non-simple
-/// or varies according to the current platform or Python version.
+/// that the assignment has a default value, but that the value is "complex" or
+/// varies according to the current platform or Python version. For the
+/// purposes of this rule, any default value counts as "complex" unless it is
+/// a literal `int`, `float`, `complex`, `bytes`, `str`, `bool`, `None`, `...`,
+/// or a simple container literal.
 ///
 /// ## Example
 /// ```python
-/// def foo(arg: List[int] = []) -> None:
+/// def foo(arg: list[int] = list(range(10_000))) -> None:
 ///     ...
 /// ```
 ///
 /// Use instead:
 /// ```python
-/// def foo(arg: List[int] = ...) -> None:
+/// def foo(arg: list[int] = ...) -> None:
 ///     ...
 /// ```
 ///
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/string_or_bytes_too_long.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/string_or_bytes_too_long.rs
index 145d38f6da6b4..277b07c5e375d 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/string_or_bytes_too_long.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/string_or_bytes_too_long.rs
@@ -12,11 +12,14 @@ use crate::checkers::ast::Checker;
 /// in stub (`.pyi`) files.
 ///
 /// ## Why is this bad?
-/// If a function has a default value where the string or bytes representation
-/// is greater than 50 characters, it is likely to be an implementation detail
-/// or a constant that varies depending on the system you're running on.
+/// If a function or variable has a default value where the string or bytes
+/// representation is greater than 50 characters long, it is likely to be an
+/// implementation detail or a constant that varies depending on the system
+/// you're running on.
 ///
-/// Consider replacing such constants with ellipses (`...`).
+/// Although IDEs may find them useful, default values are ignored by type
+/// checkers, the primary consumers of stub files. Replace very long constants
+/// with ellipses (`...`) to simplify the stub.
 ///
 /// ## Example
 /// ```python
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/type_alias_naming.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/type_alias_naming.rs
index 4e60317211c2c..d9b47cb35ac22 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/type_alias_naming.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/type_alias_naming.rs
@@ -57,6 +57,9 @@ impl Violation for SnakeCaseTypeAlias {
 ///
 /// _MyType: TypeAlias = int
 /// ```
+///
+/// ## References
+/// - [PEP 484: Type Aliases](https://peps.python.org/pep-0484/#type-aliases)
 #[violation]
 pub struct TSuffixedTypeAlias {
     name: String,
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_literal_union.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_literal_union.rs
index 146e43f26b390..af40e2f6bae44 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_literal_union.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_literal_union.rs
@@ -11,22 +11,25 @@ use crate::checkers::ast::Checker;
 /// Checks for the presence of multiple literal types in a union.
 ///
 /// ## Why is this bad?
-/// Literal types accept multiple arguments, and it is clearer to specify them
-/// as a single literal.
+/// `Literal["foo", 42]` has identical semantics to
+/// `Literal["foo"] | Literal[42]`, but is clearer and more concise.
 ///
 /// ## Example
 /// ```python
 /// from typing import Literal
 ///
-/// field: Literal[1] | Literal[2]
+/// field: Literal[1] | Literal[2] | str
 /// ```
 ///
 /// Use instead:
 /// ```python
 /// from typing import Literal
 ///
-/// field: Literal[1, 2]
+/// field: Literal[1, 2] | str
 /// ```
+///
+/// ## References
+/// - [Python documentation: `typing.Literal`](https://docs.python.org/3/library/typing.html#typing.Literal)
 #[violation]
 pub struct UnnecessaryLiteralUnion {
     members: Vec<String>,
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_type_union.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_type_union.rs
index 0a29b9ad28694..4f1ba2be98553 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_type_union.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unnecessary_type_union.rs
@@ -12,17 +12,17 @@ use crate::checkers::ast::Checker;
 /// Checks for the presence of multiple `type`s in a union.
 ///
 /// ## Why is this bad?
-/// The `type` built-in function accepts unions, and it is clearer to
-/// explicitly specify them as a single `type`.
+/// `type[T | S]` has identical semantics to `type[T] | type[S]` in a type
+/// annotation, but is cleaner and more concise.
 ///
 /// ## Example
 /// ```python
-/// field: type[int] | type[float]
+/// field: type[int] | type[float] | str
 /// ```
 ///
 /// Use instead:
 /// ```python
-/// field: type[int | float]
+/// field: type[int | float] | str
 /// ```
 #[violation]
 pub struct UnnecessaryTypeUnion {
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_platform.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_platform.rs
index 3565e5d6a8fb2..e10d70d5e8374 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_platform.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_platform.rs
@@ -15,8 +15,9 @@ use crate::registry::Rule;
 ///
 /// ## Why is this bad?
 /// Some `sys.platform` checks are too complex for type checkers to
-/// understand, and thus result in false positives. `sys.platform` checks
-/// should be simple string comparisons, like `sys.platform == "linux"`.
+/// understand, and thus result in incorrect inferences by these tools.
+/// `sys.platform` checks should be simple string comparisons, like
+/// `if sys.platform == "linux"`.
 ///
 /// ## Example
 /// ```python
@@ -39,7 +40,7 @@ use crate::registry::Rule;
 /// ```
 ///
 /// ## References
-/// - [PEP 484](https://peps.python.org/pep-0484/#version-and-platform-checking)
+/// - [Typing stubs documentation: Version and Platform Checks](https://typing.readthedocs.io/en/latest/source/stubs.html#version-and-platform-checks)
 #[violation]
 pub struct UnrecognizedPlatformCheck;
 
@@ -75,7 +76,7 @@ impl Violation for UnrecognizedPlatformCheck {
 /// ```
 ///
 /// ## References
-/// - [PEP 484](https://peps.python.org/pep-0484/#version-and-platform-checking)
+/// - [Typing stubs documentation: Version and Platform Checks](https://typing.readthedocs.io/en/latest/source/stubs.html#version-and-platform-checks)
 #[violation]
 pub struct UnrecognizedPlatformName {
     platform: String,
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_version_info.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_version_info.rs
index 7bc2180afe5f9..aad888aafb82b 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_version_info.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unrecognized_version_info.rs
@@ -31,6 +31,9 @@ use crate::registry::Rule;
 /// if sys.version_info[0] == 2:
 ///     ...
 /// ```
+///
+/// ## References
+/// - [Typing stubs documentation: Version and Platform Checks](https://typing.readthedocs.io/en/latest/source/stubs.html#version-and-platform-checks)
 #[violation]
 pub struct UnrecognizedVersionInfoCheck;
 
@@ -69,6 +72,9 @@ impl Violation for UnrecognizedVersionInfoCheck {
 /// if sys.version_info >= (3, 4):
 ///     ...
 /// ```
+///
+/// ## References
+/// - [Typing stubs documentation: Version and Platform Checks](https://typing.readthedocs.io/en/latest/source/stubs.html#version-and-platform-checks)
 #[violation]
 pub struct PatchVersionComparison;
 
@@ -104,6 +110,9 @@ impl Violation for PatchVersionComparison {
 /// if sys.version_info[0] == 3:
 ///     ...
 /// ```
+///
+/// ## References
+/// - [Typing stubs documentation: Version and Platform Checks](https://typing.readthedocs.io/en/latest/source/stubs.html#version-and-platform-checks)
 #[violation]
 pub struct WrongTupleLengthVersionComparison {
     expected_length: usize,
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unsupported_method_call_on_all.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unsupported_method_call_on_all.rs
index 5183fa580e725..3266dd4862d33 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unsupported_method_call_on_all.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unsupported_method_call_on_all.rs
@@ -17,14 +17,28 @@ use crate::checkers::ast::Checker;
 ///
 /// ## Example
 /// ```python
-/// __all__ = ["A"]
-/// __all__.append("B")
+/// import sys
+///
+/// __all__ = ["A", "B"]
+///
+/// if sys.version_info >= (3, 10):
+///     __all__.append("C")
+///
+/// if sys.version_info >= (3, 11):
+///     __all__.remove("B")
 /// ```
 ///
 /// Use instead:
 /// ```python
+/// import sys
+///
 /// __all__ = ["A"]
-/// __all__ += ["B"]
+///
+/// if sys.version_info < (3, 11):
+///     __all__ += ["B"]
+///
+/// if sys.version_info >= (3, 10):
+///     __all__ += ["C"]
 /// ```
 #[violation]
 pub struct UnsupportedMethodCallOnAll {
diff --git a/crates/ruff_linter/src/rules/flake8_pyi/rules/unused_private_type_definition.rs b/crates/ruff_linter/src/rules/flake8_pyi/rules/unused_private_type_definition.rs
index cf4f7248b8aba..493bdbd7bf5dd 100644
--- a/crates/ruff_linter/src/rules/flake8_pyi/rules/unused_private_type_definition.rs
+++ b/crates/ruff_linter/src/rules/flake8_pyi/rules/unused_private_type_definition.rs
@@ -45,7 +45,7 @@ impl Violation for UnusedPrivateTypeVar {
 ///
 /// ## Why is this bad?
 /// A private `typing.Protocol` that is defined but not used is likely a
-/// mistake, and should either be used, made public, or removed to avoid
+/// mistake. It should either be used, made public, or removed to avoid
 /// confusion.
 ///
 /// ## Example
@@ -83,11 +83,11 @@ impl Violation for UnusedPrivateProtocol {
 }
 
 /// ## What it does
-/// Checks for the presence of unused private `typing.TypeAlias` definitions.
+/// Checks for the presence of unused private type aliases.
 ///
 /// ## Why is this bad?
-/// A private `typing.TypeAlias` that is defined but not used is likely a
-/// mistake, and should either be used, made public, or removed to avoid
+/// A private type alias that is defined but not used is likely a
+/// mistake. It should either be used, made public, or removed to avoid
 /// confusion.
 ///
 /// ## Example
@@ -125,7 +125,7 @@ impl Violation for UnusedPrivateTypeAlias {
 ///
 /// ## Why is this bad?
 /// A private `typing.TypedDict` that is defined but not used is likely a
-/// mistake, and should either be used, made public, or removed to avoid
+/// mistake. It should either be used, made public, or removed to avoid
 /// confusion.
 ///
 /// ## Example