diff --git a/docs/config/README.md b/docs/config/README.md
index f8899751..2bdd0dea 100644
--- a/docs/config/README.md
+++ b/docs/config/README.md
@@ -65,7 +65,7 @@ You can use texts, variables and text groups in a format string.
 #### Variable
 
 A variable contains a `$` symbol followed by the name of the variable.
-The name of a variable only contains letters, numbers and `_`.
+The name of a variable can only contain letters, numbers and `_`.
 
 For example:
 
@@ -112,21 +112,13 @@ For example:
 - When `$all` is a shortcut for `\[$a$b\] `, `($all)` will show nothing only if `$a` and `$b` are both `None`.
   This works the same as `(\[$a$b\] )`.
 
-#### Escapable characters
+#### Special characters
 
-The following symbols have special usage in a format string.
-If you want to print the following symbols, you have to escape them with a backslash (`\`).
+The following symbols have special usage in a format string and must be escaped: `$ \ [ ] ( )`.
 
-- \$
-- \\
-- [
-- ]
-- (
-- )
-
-Note that `toml` has [its own escape syntax](https://github.com/toml-lang/toml#user-content-string).
-It is recommended to use a literal string (`''`) in your config.
-If you want to use a basic string (`""`), pay attention to escape the backslash `\`.
+Note that TOML has [both basic strings and literal strings](https://toml.io/en/v1.0.0#string).
+It is recommended to use a literal string (surrounded by single quotes) in your config.
+If you want to use a basic string (surrounded by double quotes), you must escape the backslash itself (i.e. use `\\`).
 
 For example, when you want to print a `$` symbol on a new line, the following configs for `format` are equivalent: