diff --git a/docs/source/_static/custom.css b/docs/source/_static/custom.css
new file mode 100644
index 00000000..e69de29b
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 6a48e5f0..7e551b67 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -53,6 +53,7 @@ html_theme_options = {
 }
 
 html_static_path = ["_static"]
+html_css_files = ["custom.css"]
 
 
 # Make sure the all autosectionlabel targets are unique
diff --git a/docs/source/config_reference/plugins.rst b/docs/source/config_reference/plugins.rst
index 69e3de7e..cdec956b 100644
--- a/docs/source/config_reference/plugins.rst
+++ b/docs/source/config_reference/plugins.rst
@@ -26,6 +26,8 @@ quality
 Optional. Specify ffmpeg audio quality. Insert a value between ``0`` (better) and ``9``
 (worse) for variable bitrate, or a specific bitrate like ``128`` for 128k.
 
+----------------------------------------------------------------------------------------------------
+
 chapters
 --------
 Embeds chapters to video files if they are present. Additional options to add SponsorBlock
@@ -89,6 +91,8 @@ Optional. List of SponsorBlock categories to embed as chapters. Supports "sponso
 "intro", "outro", "selfpromo", "preview", "filler", "interaction", "music_offtopic",
 "poi_highlight", or "all" to include all categories.
 
+----------------------------------------------------------------------------------------------------
+
 date_range
 ----------
 Only download files uploaded within the specified date range.
@@ -111,6 +115,8 @@ before
 ~~~~~~
 Optional. Only download videos before this datetime.
 
+----------------------------------------------------------------------------------------------------
+
 embed_thumbnail
 ---------------
 Whether to embed thumbnails to the audio/video file or not.
@@ -123,6 +129,8 @@ Usage:
      my_example_preset:
        embed_thumbnail: True
 
+----------------------------------------------------------------------------------------------------
+
 file_convert
 ------------
 Converts video files from one extension to another.
@@ -176,6 +184,8 @@ form of:
 The output file will use the extension specified in ``convert_to``. Post-processing args
 can still be set  with ``convert_with`` set to ``yt-dlp``.
 
+----------------------------------------------------------------------------------------------------
+
 filter_exclude
 --------------
 Applies a conditional OR on any number of filters comprised of either variables or scripts.
@@ -188,8 +198,12 @@ Usage:
    presets:
      my_example_preset:
        filter_exclude:
-         - { %contains( %lower(title), '#short' ) }
-         - { %contains( %lower(description), '#short' ) }
+         - >-
+           { %contains( %lower(title), '#short' ) }
+         - >-
+           { %contains( %lower(description), '#short' ) }
+
+----------------------------------------------------------------------------------------------------
 
 filter_include
 --------------
@@ -203,7 +217,8 @@ Usage:
    presets:
      my_example_preset:
        filter_include:
-         - {description}
+         - >-
+           {description}
          - >-
            {
              %regex_search_any(
@@ -215,6 +230,8 @@ Usage:
              )
            }
 
+----------------------------------------------------------------------------------------------------
+
 format
 ------
 Set ``--format`` to pass into yt-dlp to download a specific format quality.
@@ -232,6 +249,8 @@ format
 ~~~~~~
 yt-dlp format, uses same syntax as yt-dlp.
 
+----------------------------------------------------------------------------------------------------
+
 match_filters
 -------------
 Set ``--match-filters``` to pass into yt-dlp to filter entries from being downloaded.
@@ -267,6 +286,8 @@ The filters themselves. If used multiple times, the filter matches if at least o
 conditions are met. For logical AND's between match filters, use the ``&`` operator in
 a single match filter. These are applied when gathering metadata.
 
+----------------------------------------------------------------------------------------------------
+
 music_tags
 ----------
 Adds tags to every download audio file using
@@ -304,6 +325,8 @@ tags
 Key, values of tag names, tag values. Supports source and override variables.
 Supports lists which will get written to MP3s as id3v2.4 multi-tags.
 
+----------------------------------------------------------------------------------------------------
+
 nfo_tags
 --------
 Adds an NFO file for every download file. An NFO file is simply an XML file
@@ -380,6 +403,8 @@ Which translates to
    <genre>Comedy</genre>
    <genre>Drama</genre>
 
+----------------------------------------------------------------------------------------------------
+
 output_directory_nfo_tags
 -------------------------
 Adds a single NFO file in the output directory. An NFO file is simply an XML file with a
@@ -453,6 +478,8 @@ Which translates to
    <genre>Comedy</genre>
    <genre>Drama</genre>
 
+----------------------------------------------------------------------------------------------------
+
 output_options
 --------------
 Defines where to output files and thumbnails after all post-processing has completed.
@@ -544,6 +571,8 @@ Optional. The file name for the media's thumbnail image. This can include direct
 as ``"Season {upload_year}/{title}.{thumbnail_ext}"``, and will be placed in the output
 directory. Can be set to empty string or `null` to disable thumbnail writes.
 
+----------------------------------------------------------------------------------------------------
+
 overrides
 ---------
 Optional. This section allows you to define variables that can be used in any string formatter.
@@ -571,6 +600,8 @@ In addition, any override variable defined will automatically create a ``sanitiz
 for use. In the example above, ``output_directory_sanitized`` will exist and perform
 sanitization on the value when used.
 
+----------------------------------------------------------------------------------------------------
+
 regex
 -----
 Performs regex matching on an entry's source or override variables. Regex can be used to filter
@@ -639,6 +670,8 @@ skip_if_match_fails
 Defaults to True. If True, when any match fails and has no defaults, the entry will be
 skipped. If False, ytdl-sub will error and all downloads will not proceed.
 
+----------------------------------------------------------------------------------------------------
+
 split_by_chapters
 -----------------
 Splits a file by chapters into multiple files. Each file becomes its own entry with the
@@ -665,6 +698,8 @@ when_no_chapters
 Behavior to perform when no chapters are present. Supports "pass" (continue processing),
 "drop" (exclude it from output), and "error" (stop processing for everything).
 
+----------------------------------------------------------------------------------------------------
+
 subtitles
 ---------
 Defines how to download and store subtitles. Using this plugin creates two new variables:
@@ -709,6 +744,8 @@ subtitles_type
 ~~~~~~~~~~~~~~
 Optional. One of the subtitle file types "srt", "vtt", "ass", "lrc". Defaults to "srt"
 
+----------------------------------------------------------------------------------------------------
+
 throttle_protection
 -------------------
 Provides options to make ytdl-sub look more 'human-like' to protect from throttling. For
@@ -752,6 +789,8 @@ Probability to perform any downloads, recomputed for each subscription. This is
 recommended to set if you run ytdl-sub in a cron-job, that way you are statistically
 guaranteed over time to eventually download the subscription.
 
+----------------------------------------------------------------------------------------------------
+
 video_tags
 ----------
 Adds tags to every downloaded video file using ffmpeg ``-metadata key=value`` args.
@@ -771,6 +810,8 @@ tags
 ~~~~
 Key/values of tag names/values. Supports source and override variables.
 
+----------------------------------------------------------------------------------------------------
+
 ytdl_options
 ------------
 Optional. This section allows you to add any ytdl argument to ytdl-sub's downloader.
diff --git a/docs/source/config_reference/scripting/entry_variables.rst b/docs/source/config_reference/scripting/entry_variables.rst
index 300b558e..c4467330 100644
--- a/docs/source/config_reference/scripting/entry_variables.rst
+++ b/docs/source/config_reference/scripting/entry_variables.rst
@@ -112,6 +112,8 @@ webpage_url
 ~~~~~~~~~~~
 The url to the webpage.
 
+----------------------------------------------------------------------------------------------------
+
 Metadata Variables
 ------------------
 
@@ -131,6 +133,8 @@ source_metadata
 ~~~~~~~~~~~~~~~
 Metadata from the source (i.e. the grandparent metadata, like channel -> playlist -> entry)
 
+----------------------------------------------------------------------------------------------------
+
 Playlist Variables
 ------------------
 
@@ -211,6 +215,8 @@ playlist_webpage_url
 ~~~~~~~~~~~~~~~~~~~~
 The playlist webpage url if it exists. Otherwise, returns the entry webpage url.
 
+----------------------------------------------------------------------------------------------------
+
 Release Date Variables
 ----------------------
 
@@ -286,6 +292,8 @@ release_year_truncated_reversed
 The release year truncated, but reversed using ``100 - {release_year_truncated}``, i.e.
 2022 returns ``100 - 22`` = ``78``
 
+----------------------------------------------------------------------------------------------------
+
 Source Variables
 ----------------
 
@@ -333,6 +341,8 @@ source_webpage_url
 ~~~~~~~~~~~~~~~~~~
 The source webpage url if it exists, otherwise returns the playlist webpage url.
 
+----------------------------------------------------------------------------------------------------
+
 Upload Date Variables
 ---------------------
 
@@ -407,6 +417,8 @@ upload_year_truncated_reversed
 The upload year truncated, but reversed using ``100 - {upload_year_truncated}``, i.e.
 2022 returns ``100 - 22`` = ``78``
 
+----------------------------------------------------------------------------------------------------
+
 Ytdl-Sub Variables
 ------------------
 
diff --git a/docs/source/config_reference/scripting/scripting_functions.rst b/docs/source/config_reference/scripting/scripting_functions.rst
index 5ce92108..d757f07c 100644
--- a/docs/source/config_reference/scripting/scripting_functions.rst
+++ b/docs/source/config_reference/scripting/scripting_functions.rst
@@ -7,473 +7,571 @@ Array Functions
 
 array
 ~~~~~
-``array(maybe_array: AnyArgument) -> Array``
+:spec: ``array(maybe_array: AnyArgument) -> Array``
 
-Tries to cast an unknown variable type to an Array.
+:description:
+  Tries to cast an unknown variable type to an Array.
 
 array_apply
 ~~~~~~~~~~~
-``array_apply(array: Array, lambda_function: Lambda) -> Array``
+:spec: ``array_apply(array: Array, lambda_function: Lambda) -> Array``
 
-Apply a lambda function on every element in the Array.
+:description:
+  Apply a lambda function on every element in the Array.
+:usage:
+
+.. code-block:: python
+
+   {
+     %array_apply( [1, 2, 3] , %string )
+   }
+
+   # ["1", "2", "3"]
 
 array_apply_fixed
 ~~~~~~~~~~~~~~~~~
-``array_apply_fixed(array: Array, fixed_argument: AnyArgument, lambda2_function: LambdaTwo, reverse_args: Optional[Boolean]) -> Array``
+:spec: ``array_apply_fixed(array: Array, fixed_argument: AnyArgument, lambda2_function: LambdaTwo, reverse_args: Optional[Boolean]) -> Array``
 
-Apply a lambda function on every element in the Array, with ``fixed_argument``
-passed as a second argument to every invocation.
+:description:
+  Apply a lambda function on every element in the Array, with ``fixed_argument``
+  passed as a second argument to every invocation.
 
 array_at
 ~~~~~~~~
-``array_at(array: Array, idx: Integer) -> AnyArgument``
+:spec: ``array_at(array: Array, idx: Integer) -> AnyArgument``
 
-Return the element in the Array at index ``idx``.
+:description:
+  Return the element in the Array at index ``idx``.
 
 array_contains
 ~~~~~~~~~~~~~~
-``array_contains(array: Array, value: AnyArgument) -> Boolean``
+:spec: ``array_contains(array: Array, value: AnyArgument) -> Boolean``
 
-Return True if the value exists in the Array. False otherwise.
+:description:
+  Return True if the value exists in the Array. False otherwise.
 
 array_enumerate
 ~~~~~~~~~~~~~~~
-``array_enumerate(array: Array, lambda_function: LambdaTwo) -> Array``
+:spec: ``array_enumerate(array: Array, lambda_function: LambdaTwo) -> Array``
 
-Apply a lambda function on every element in the Array, where each arg
-passed to the lambda function is ``idx, element`` as two separate args.
+:description:
+  Apply a lambda function on every element in the Array, where each arg
+  passed to the lambda function is ``idx, element`` as two separate args.
 
 array_extend
 ~~~~~~~~~~~~
-``array_extend(arrays: Array, ...) -> Array``
+:spec: ``array_extend(arrays: Array, ...) -> Array``
 
-Combine multiple Arrays into a single Array.
+:description:
+  Combine multiple Arrays into a single Array.
 
 array_first
 ~~~~~~~~~~~
-``array_first(array: Array, fallback: AnyArgument) -> AnyArgument``
+:spec: ``array_first(array: Array, fallback: AnyArgument) -> AnyArgument``
 
-Returns the first element whose boolean conversion is True. Returns fallback
-if all elements evaluate to False.
+:description:
+  Returns the first element whose boolean conversion is True. Returns fallback
+  if all elements evaluate to False.
 
 array_flatten
 ~~~~~~~~~~~~~
-``array_flatten(array: Array) -> Array``
+:spec: ``array_flatten(array: Array) -> Array``
 
-Flatten any nested Arrays into a single-dimensional Array.
+:description:
+  Flatten any nested Arrays into a single-dimensional Array.
 
 array_index
 ~~~~~~~~~~~
-``array_index(array: Array, value: AnyArgument) -> Integer``
+:spec: ``array_index(array: Array, value: AnyArgument) -> Integer``
 
-Return the index of the value within the Array if it exists. If it does not, it will
-throw an error.
+:description:
+  Return the index of the value within the Array if it exists. If it does not, it will
+  throw an error.
 
 array_overlay
 ~~~~~~~~~~~~~
-``array_overlay(array: Array, overlap: Array, only_missing: Optional[Boolean]) -> Array``
+:spec: ``array_overlay(array: Array, overlap: Array, only_missing: Optional[Boolean]) -> Array``
 
-Overlaps ``overlap`` onto ``array``. Can optionally only overlay missing indices.
+:description:
+  Overlaps ``overlap`` onto ``array``. Can optionally only overlay missing indices.
 
 array_product
 ~~~~~~~~~~~~~
-``array_product(arrays: Array, ...) -> Array``
+:spec: ``array_product(arrays: Array, ...) -> Array``
 
-Returns the Cartesian product of elements from different arrays
+:description:
+  Returns the Cartesian product of elements from different arrays
 
 array_reduce
 ~~~~~~~~~~~~
-``array_reduce(array: Array, lambda_reduce_function: LambdaReduce) -> AnyArgument``
+:spec: ``array_reduce(array: Array, lambda_reduce_function: LambdaReduce) -> AnyArgument``
 
-Apply a reduce function on pairs of elements in the Array, until one element remains.
-Executes using the left-most and reduces in the right direction.
+:description:
+  Apply a reduce function on pairs of elements in the Array, until one element remains.
+  Executes using the left-most and reduces in the right direction.
 
 array_reverse
 ~~~~~~~~~~~~~
-``array_reverse(array: Array) -> Array``
+:spec: ``array_reverse(array: Array) -> Array``
 
-Reverse an Array.
+:description:
+  Reverse an Array.
 
 array_size
 ~~~~~~~~~~
-``array_size(array: Array) -> Integer``
+:spec: ``array_size(array: Array) -> Integer``
 
-Returns the size of an Array.
+:description:
+  Returns the size of an Array.
 
 array_slice
 ~~~~~~~~~~~
-``array_slice(array: Array, start: Integer, end: Optional[Integer]) -> Array``
+:spec: ``array_slice(array: Array, start: Integer, end: Optional[Integer]) -> Array``
 
-Returns the slice of the Array.
+:description:
+  Returns the slice of the Array.
+
+----------------------------------------------------------------------------------------------------
 
 Boolean Functions
 -----------------
 
 and
 ~~~
-``and(values: AnyArgument, ...) -> Boolean``
+:spec: ``and(values: AnyArgument, ...) -> Boolean``
 
-``and`` operator. Returns True if all values evaluate to True. False otherwise.
+:description:
+  ``and`` operator. Returns True if all values evaluate to True. False otherwise.
 
 bool
 ~~~~
-``bool(value: AnyArgument) -> Boolean``
+:spec: ``bool(value: AnyArgument) -> Boolean``
 
-Cast any type to a Boolean.
+:description:
+  Cast any type to a Boolean.
 
 eq
 ~~
-``eq(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``eq(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``==`` operator. Returns True if left == right. False otherwise.
+:description:
+  ``==`` operator. Returns True if left == right. False otherwise.
 
 gt
 ~~
-``gt(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``gt(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``>`` operator. Returns True if left > right. False otherwise.
+:description:
+  ``>`` operator. Returns True if left > right. False otherwise.
 
 gte
 ~~~
-``gte(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``gte(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``>=`` operator. Returns True if left >= right. False otherwise.
+:description:
+  ``>=`` operator. Returns True if left >= right. False otherwise.
 
 is_null
 ~~~~~~~
-``is_null(value: AnyArgument) -> Boolean``
+:spec: ``is_null(value: AnyArgument) -> Boolean``
 
-Returns True if a value is null (i.e. an empty string). False otherwise.
+:description:
+  Returns True if a value is null (i.e. an empty string). False otherwise.
 
 lt
 ~~
-``lt(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``lt(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``<`` operator. Returns True if left < right. False otherwise.
+:description:
+  ``<`` operator. Returns True if left < right. False otherwise.
 
 lte
 ~~~
-``lte(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``lte(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``<=`` operator. Returns True if left <= right. False otherwise.
+:description:
+  ``<=`` operator. Returns True if left <= right. False otherwise.
 
 ne
 ~~
-``ne(left: AnyArgument, right: AnyArgument) -> Boolean``
+:spec: ``ne(left: AnyArgument, right: AnyArgument) -> Boolean``
 
-``!=`` operator. Returns True if left != right. False otherwise.
+:description:
+  ``!=`` operator. Returns True if left != right. False otherwise.
 
 not
 ~~~
-``not(value: Boolean) -> Boolean``
+:spec: ``not(value: Boolean) -> Boolean``
 
-``not`` operator. Returns the opposite of value.
+:description:
+  ``not`` operator. Returns the opposite of value.
 
 or
 ~~
-``or(values: AnyArgument, ...) -> Boolean``
+:spec: ``or(values: AnyArgument, ...) -> Boolean``
 
-``or`` operator. Returns True if any value evaluates to True. False otherwise.
+:description:
+  ``or`` operator. Returns True if any value evaluates to True. False otherwise.
 
 xor
 ~~~
-``xor(values: AnyArgument, ...) -> Boolean``
+:spec: ``xor(values: AnyArgument, ...) -> Boolean``
 
-``^`` operator. Returns True if exactly one value is set to True. False otherwise.
+:description:
+  ``^`` operator. Returns True if exactly one value is set to True. False otherwise.
+
+----------------------------------------------------------------------------------------------------
 
 Conditional Functions
 ---------------------
 
 if
 ~~
-``if(condition: Boolean, true: ReturnableArgumentA, false: ReturnableArgumentB) -> Union[ReturnableArgumentA, ReturnableArgumentB]``
+:spec: ``if(condition: Boolean, true: ReturnableArgumentA, false: ReturnableArgumentB) -> Union[ReturnableArgumentA, ReturnableArgumentB]``
 
-Conditional ``if`` statement that returns the ``true`` or ``false`` parameter
-depending on the ``condition`` value.
+:description:
+  Conditional ``if`` statement that returns the ``true`` or ``false`` parameter
+  depending on the ``condition`` value.
 
 if_passthrough
 ~~~~~~~~~~~~~~
-``if_passthrough(maybe_true_arg: ReturnableArgumentA, else_arg: ReturnableArgumentB) -> Union[ReturnableArgumentA, ReturnableArgumentB]``
+:spec: ``if_passthrough(maybe_true_arg: ReturnableArgumentA, else_arg: ReturnableArgumentB) -> Union[ReturnableArgumentA, ReturnableArgumentB]``
 
-Conditional ``if`` statement that returns the ``maybe_true_arg`` if it evaluates to True,
-otherwise returns ``else_arg``.
+:description:
+  Conditional ``if`` statement that returns the ``maybe_true_arg`` if it evaluates to True,
+  otherwise returns ``else_arg``.
+
+----------------------------------------------------------------------------------------------------
 
 Date Functions
 --------------
 
 datetime_strftime
 ~~~~~~~~~~~~~~~~~
-``datetime_strftime(posix_timestamp: Integer, date_format: String) -> String``
+:spec: ``datetime_strftime(posix_timestamp: Integer, date_format: String) -> String``
 
-Converts a posix timestamp to a date using strftime formatting.
+:description:
+  Converts a posix timestamp to a date using strftime formatting.
+
+----------------------------------------------------------------------------------------------------
 
 Error Functions
 ---------------
 
 assert
 ~~~~~~
-``assert(value: ReturnableArgument, assert_message: String) -> ReturnableArgument``
+:spec: ``assert(value: ReturnableArgument, assert_message: String) -> ReturnableArgument``
 
-Explicitly throw an error with the provided assert message if ``value`` evaluates to False.
-If it evaluates to True, it will return ``value``.
+:description:
+  Explicitly throw an error with the provided assert message if ``value`` evaluates to
+  False. If it evaluates to True, it will return ``value``.
 
 assert_eq
 ~~~~~~~~~
-``assert_eq(value: ReturnableArgument, equals: AnyArgument, assert_message: String) -> ReturnableArgument``
+:spec: ``assert_eq(value: ReturnableArgument, equals: AnyArgument, assert_message: String) -> ReturnableArgument``
 
-Explicitly throw an error with the provided assert message if ``value`` does not equal
-``equals``. If they do equal, then return ``value``.
+:description:
+  Explicitly throw an error with the provided assert message if ``value`` does not equal
+  ``equals``. If they do equal, then return ``value``.
 
 assert_ne
 ~~~~~~~~~
-``assert_ne(value: ReturnableArgument, equals: AnyArgument, assert_message: String) -> ReturnableArgument``
+:spec: ``assert_ne(value: ReturnableArgument, equals: AnyArgument, assert_message: String) -> ReturnableArgument``
 
-Explicitly throw an error with the provided assert message if ``value`` equals
-``equals``. If they do equal, then return ``value``.
+:description:
+  Explicitly throw an error with the provided assert message if ``value`` equals
+  ``equals``. If they do equal, then return ``value``.
 
 assert_then
 ~~~~~~~~~~~
-``assert_then(value: AnyArgument, ret: ReturnableArgument, assert_message: String) -> ReturnableArgument``
+:spec: ``assert_then(value: AnyArgument, ret: ReturnableArgument, assert_message: String) -> ReturnableArgument``
 
-Explicitly throw an error with the provided assert message if ``value`` evaluates to False.
-If it evaluates to True, it will return ``ret``.
+:description:
+  Explicitly throw an error with the provided assert message if ``value`` evaluates to
+  False. If it evaluates to True, it will return ``ret``.
 
 throw
 ~~~~~
-``throw(error_message: String) -> AnyArgument``
+:spec: ``throw(error_message: String) -> AnyArgument``
 
-Explicitly throw an error with the provided error message.
+:description:
+  Explicitly throw an error with the provided error message.
+
+----------------------------------------------------------------------------------------------------
 
 Json Functions
 --------------
 
 from_json
 ~~~~~~~~~
-``from_json(argument: String) -> AnyArgument``
+:spec: ``from_json(argument: String) -> AnyArgument``
 
-Converts a JSON string into an actual type.
+:description:
+  Converts a JSON string into an actual type.
+
+----------------------------------------------------------------------------------------------------
 
 Map Functions
 -------------
 
 map
 ~~~
-``map(maybe_mapping: AnyArgument) -> Map``
+:spec: ``map(maybe_mapping: AnyArgument) -> Map``
 
-Tries to cast an unknown variable type to a Map.
+:description:
+  Tries to cast an unknown variable type to a Map.
 
 map_apply
 ~~~~~~~~~
-``map_apply(mapping: Map, lambda_function: LambdaTwo) -> Array``
+:spec: ``map_apply(mapping: Map, lambda_function: LambdaTwo) -> Array``
 
-Apply a lambda function on the Map, where each arg
-passed to the lambda function is ``key, value`` as two separate args.
+:description:
+  Apply a lambda function on the Map, where each arg
+  passed to the lambda function is ``key, value`` as two separate args.
 
 map_contains
 ~~~~~~~~~~~~
-``map_contains(mapping: Map, key: AnyArgument) -> Boolean``
+:spec: ``map_contains(mapping: Map, key: AnyArgument) -> Boolean``
 
-Returns True if the key is in the Map. False otherwise.
+:description:
+  Returns True if the key is in the Map. False otherwise.
 
 map_enumerate
 ~~~~~~~~~~~~~
-``map_enumerate(mapping: Map, lambda_function: LambdaThree) -> Array``
+:spec: ``map_enumerate(mapping: Map, lambda_function: LambdaThree) -> Array``
 
-Apply a lambda function on the Map, where each arg
-passed to the lambda function is ``idx, key, value`` as three separate args.
+:description:
+  Apply a lambda function on the Map, where each arg
+  passed to the lambda function is ``idx, key, value`` as three separate args.
 
 map_get
 ~~~~~~~
-``map_get(mapping: Map, key: AnyArgument, default: Optional[AnyArgument]) -> AnyArgument``
+:spec: ``map_get(mapping: Map, key: AnyArgument, default: Optional[AnyArgument]) -> AnyArgument``
 
-Return ``key``'s value within the Map. If ``key`` does not exist, and ``default`` is
-provided, it will return ``default``. Otherwise, will error.
+:description:
+  Return ``key``'s value within the Map. If ``key`` does not exist, and ``default`` is
+  provided, it will return ``default``. Otherwise, will error.
 
 map_get_non_empty
 ~~~~~~~~~~~~~~~~~
-``map_get_non_empty(mapping: Map, key: AnyArgument, default: AnyArgument) -> AnyArgument``
+:spec: ``map_get_non_empty(mapping: Map, key: AnyArgument, default: AnyArgument) -> AnyArgument``
 
-Return ``key``'s value within the Map. If ``key`` does not exist or is an empty string,
-return ``default``. Otherwise, will error.
+:description:
+  Return ``key``'s value within the Map. If ``key`` does not exist or is an empty string,
+  return ``default``. Otherwise, will error.
 
 map_size
 ~~~~~~~~
-``map_size(mapping: Map) -> Integer``
+:spec: ``map_size(mapping: Map) -> Integer``
 
-Returns the size of a Map.
+:description:
+  Returns the size of a Map.
+
+----------------------------------------------------------------------------------------------------
 
 Numeric Functions
 -----------------
 
 add
 ~~~
-``add(values: Numeric, ...) -> Numeric``
+:spec: ``add(values: Numeric, ...) -> Numeric``
 
-``+`` operator. Returns the sum of all values.
+:description:
+  ``+`` operator. Returns the sum of all values.
 
 div
 ~~~
-``div(left: Numeric, right: Numeric) -> Numeric``
+:spec: ``div(left: Numeric, right: Numeric) -> Numeric``
 
-``/`` operator. Returns ``left / right``.
+:description:
+  ``/`` operator. Returns ``left / right``.
 
 float
 ~~~~~
-``float(value: AnyArgument) -> Float``
+:spec: ``float(value: AnyArgument) -> Float``
 
-Cast to Float.
+:description:
+  Cast to Float.
 
 int
 ~~~
-``int(value: AnyArgument) -> Integer``
+:spec: ``int(value: AnyArgument) -> Integer``
 
-Cast to Integer.
+:description:
+  Cast to Integer.
 
 max
 ~~~
-``max(values: Numeric, ...) -> Numeric``
+:spec: ``max(values: Numeric, ...) -> Numeric``
 
-Returns max of all values.
+:description:
+  Returns max of all values.
 
 min
 ~~~
-``min(values: Numeric, ...) -> Numeric``
+:spec: ``min(values: Numeric, ...) -> Numeric``
 
-Returns min of all values.
+:description:
+  Returns min of all values.
 
 mod
 ~~~
-``mod(left: Numeric, right: Numeric) -> Numeric``
+:spec: ``mod(left: Numeric, right: Numeric) -> Numeric``
 
-``%`` operator. Returns ``left % right``.
+:description:
+  ``%`` operator. Returns ``left % right``.
 
 mul
 ~~~
-``mul(values: Numeric, ...) -> Numeric``
+:spec: ``mul(values: Numeric, ...) -> Numeric``
 
-``*`` operator. Returns the product of all values.
+:description:
+  ``*`` operator. Returns the product of all values.
 
 pow
 ~~~
-``pow(base: Numeric, exponent: Numeric) -> Numeric``
+:spec: ``pow(base: Numeric, exponent: Numeric) -> Numeric``
 
-``**`` operator. Returns the exponential of the base and exponent value.
+:description:
+  ``**`` operator. Returns the exponential of the base and exponent value.
 
 sub
 ~~~
-``sub(values: Numeric, ...) -> Numeric``
+:spec: ``sub(values: Numeric, ...) -> Numeric``
 
-``-`` operator. Subtracts all values from left to right.
+:description:
+  ``-`` operator. Subtracts all values from left to right.
+
+----------------------------------------------------------------------------------------------------
 
 Regex Functions
 ---------------
 
 regex_capture_groups
 ~~~~~~~~~~~~~~~~~~~~
-``regex_capture_groups(regex: String) -> Integer``
+:spec: ``regex_capture_groups(regex: String) -> Integer``
 
-Returns number of capture groups in regex
+:description:
+  Returns number of capture groups in regex
 
 regex_fullmatch
 ~~~~~~~~~~~~~~~
-``regex_fullmatch(regex: String, string: String) -> Array``
+:spec: ``regex_fullmatch(regex: String, string: String) -> Array``
 
-Checks for entire string to be a match. If a match exists, returns
-the string as the first element of the Array. If there are capture groups, returns each
-group as a subsequent element in the Array.
+:description:
+  Checks for entire string to be a match. If a match exists, returns
+  the string as the first element of the Array. If there are capture groups, returns each
+  group as a subsequent element in the Array.
 
 regex_match
 ~~~~~~~~~~~
-``regex_match(regex: String, string: String) -> Array``
+:spec: ``regex_match(regex: String, string: String) -> Array``
 
-Checks for a match only at the beginning of the string. If a match exists, returns
-the string as the first element of the Array. If there are capture groups, returns each
-group as a subsequent element in the Array.
+:description:
+  Checks for a match only at the beginning of the string. If a match exists, returns
+  the string as the first element of the Array. If there are capture groups, returns each
+  group as a subsequent element in the Array.
 
 regex_search
 ~~~~~~~~~~~~
-``regex_search(regex: String, string: String) -> Array``
+:spec: ``regex_search(regex: String, string: String) -> Array``
 
-Checks for a match anywhere in the string. If a match exists, returns
-the string as the first element of the Array. If there are capture groups, returns each
-group as a subsequent element in the Array.
+:description:
+  Checks for a match anywhere in the string. If a match exists, returns
+  the string as the first element of the Array. If there are capture groups, returns each
+  group as a subsequent element in the Array.
+
+----------------------------------------------------------------------------------------------------
 
 String Functions
 ----------------
 
 capitalize
 ~~~~~~~~~~
-``capitalize(string: String) -> String``
+:spec: ``capitalize(string: String) -> String``
 
-Capitalize the first character in the string.
+:description:
+  Capitalize the first character in the string.
 
 concat
 ~~~~~~
-``concat(values: String, ...) -> String``
+:spec: ``concat(values: String, ...) -> String``
 
-Concatenate multiple Strings into a single String.
+:description:
+  Concatenate multiple Strings into a single String.
 
 contains
 ~~~~~~~~
-``contains(string: String, contains: String) -> Boolean``
+:spec: ``contains(string: String, contains: String) -> Boolean``
 
-Returns True if ``contains`` is in ``string``. False otherwise.
+:description:
+  Returns True if ``contains`` is in ``string``. False otherwise.
 
 lower
 ~~~~~
-``lower(string: String) -> String``
+:spec: ``lower(string: String) -> String``
 
-Lower-case the entire String.
+:description:
+  Lower-case the entire String.
 
 pad
 ~~~
-``pad(string: String, length: Integer, char: String) -> String``
+:spec: ``pad(string: String, length: Integer, char: String) -> String``
 
-Pads the string to the given length
+:description:
+  Pads the string to the given length
 
 pad_zero
 ~~~~~~~~
-``pad_zero(numeric: Numeric, length: Integer) -> String``
+:spec: ``pad_zero(numeric: Numeric, length: Integer) -> String``
 
-Pads a numeric with zeros to the given length
+:description:
+  Pads a numeric with zeros to the given length
 
 replace
 ~~~~~~~
-``replace(string: String, old: String, new: String, count: Optional[Integer]) -> String``
+:spec: ``replace(string: String, old: String, new: String, count: Optional[Integer]) -> String``
 
-Replace the ``old`` part of the String with the ``new``. Optionally only replace it
-``count`` number of times.
+:description:
+  Replace the ``old`` part of the String with the ``new``. Optionally only replace it
+  ``count`` number of times.
 
 slice
 ~~~~~
-``slice(string: String, start: Integer, end: Optional[Integer]) -> String``
+:spec: ``slice(string: String, start: Integer, end: Optional[Integer]) -> String``
 
-Returns the slice of the Array.
+:description:
+  Returns the slice of the Array.
 
 string
 ~~~~~~
-``string(value: AnyArgument) -> String``
+:spec: ``string(value: AnyArgument) -> String``
 
-Cast to String.
+:description:
+  Cast to String.
 
 titlecase
 ~~~~~~~~~
-``titlecase(string: String) -> String``
+:spec: ``titlecase(string: String) -> String``
 
-Capitalize each word in the string.
+:description:
+  Capitalize each word in the string.
 
 upper
 ~~~~~
-``upper(string: String) -> String``
+:spec: ``upper(string: String) -> String``
 
-Upper-case the entire String.
+:description:
+  Upper-case the entire String.
+
+----------------------------------------------------------------------------------------------------
 
 Ytdl-Sub Functions
 ------------------
 
 legacy_bracket_safety
 ~~~~~~~~~~~~~~~~~~~~~
-``legacy_bracket_safety(value: ReturnableArgument) -> ReturnableArgument``
+:spec: ``legacy_bracket_safety(value: ReturnableArgument) -> ReturnableArgument``
 
 ytdl-sub used to replace brackets ('{', '}') with unicode brackets ('｛', '｝') to not
 interfere with its legacy variable scripting system. This function replicates that
@@ -481,14 +579,14 @@ behavior.
 
 sanitize
 ~~~~~~~~
-``sanitize(value: AnyArgument) -> String``
+:spec: ``sanitize(value: AnyArgument) -> String``
 
 Sanitize a string using yt-dlp's ``sanitize_filename`` method to ensure it's safe to use
 for file/directory names on any OS.
 
 sanitize_plex_episode
 ~~~~~~~~~~~~~~~~~~~~~
-``sanitize_plex_episode(string: String) -> String``
+:spec: ``sanitize_plex_episode(string: String) -> String``
 
 Sanitize a string using ``sanitize`` and replace numerics with their respective fixed-width
 numbers. This is used to have Plex avoid scraping numbers like ``4x4`` as the
@@ -496,7 +594,7 @@ season and/or episode.
 
 to_date_metadata
 ~~~~~~~~~~~~~~~~
-``to_date_metadata(yyyymmdd: String) -> Map``
+:spec: ``to_date_metadata(yyyymmdd: String) -> Map``
 
 Takes a date in the form of YYYYMMDD and returns a Map containing:
 
@@ -520,14 +618,14 @@ Takes a date in the form of YYYYMMDD and returns a Map containing:
 
 to_native_filepath
 ~~~~~~~~~~~~~~~~~~
-``to_native_filepath(filepath: String) -> String``
+:spec: ``to_native_filepath(filepath: String) -> String``
 
 Convert any unix-based path separators ('/') with the OS's native
 separator.
 
 truncate_filepath_if_too_long
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-``truncate_filepath_if_too_long(filepath: String) -> String``
+:spec: ``truncate_filepath_if_too_long(filepath: String) -> String``
 
 If a file-path is too long for the OS, this function will truncate it while preserving
 the extension.
diff --git a/src/ytdl_sub/plugins/filter_exclude.py b/src/ytdl_sub/plugins/filter_exclude.py
index cceb4700..55394d16 100644
--- a/src/ytdl_sub/plugins/filter_exclude.py
+++ b/src/ytdl_sub/plugins/filter_exclude.py
@@ -26,8 +26,10 @@ class FilterExcludeOptions(ListFormatterValidator, OptionsValidator):
        presets:
          my_example_preset:
            filter_exclude:
-             - { %contains( %lower(title), '#short' ) }
-             - { %contains( %lower(description), '#short' ) }
+             - >-
+               { %contains( %lower(title), '#short' ) }
+             - >-
+               { %contains( %lower(description), '#short' ) }
     """
 
 
diff --git a/src/ytdl_sub/plugins/filter_include.py b/src/ytdl_sub/plugins/filter_include.py
index 988426fe..ba90407b 100644
--- a/src/ytdl_sub/plugins/filter_include.py
+++ b/src/ytdl_sub/plugins/filter_include.py
@@ -26,7 +26,8 @@ class FilterIncludeOptions(ListFormatterValidator, OptionsValidator):
        presets:
          my_example_preset:
            filter_include:
-             - {description}
+             - >-
+               {description}
              - >-
                {
                  %regex_search_any(
diff --git a/src/ytdl_sub/script/functions/array_functions.py b/src/ytdl_sub/script/functions/array_functions.py
index 37c21752..4af6f63c 100644
--- a/src/ytdl_sub/script/functions/array_functions.py
+++ b/src/ytdl_sub/script/functions/array_functions.py
@@ -19,7 +19,8 @@ class ArrayFunctions:
     @staticmethod
     def array(maybe_array: AnyArgument) -> Array:
         """
-        Tries to cast an unknown variable type to an Array.
+        :description:
+          Tries to cast an unknown variable type to an Array.
         """
         if not isinstance(maybe_array, Array):
             raise FunctionRuntimeException(
@@ -30,14 +31,16 @@ class ArrayFunctions:
     @staticmethod
     def array_size(array: Array) -> Integer:
         """
-        Returns the size of an Array.
+        :description:
+          Returns the size of an Array.
         """
         return Integer(len(array.value))
 
     @staticmethod
     def array_extend(*arrays: Array) -> Array:
         """
-        Combine multiple Arrays into a single Array.
+        :description:
+          Combine multiple Arrays into a single Array.
         """
         output: List[Resolvable] = []
         for array in arrays:
@@ -50,7 +53,8 @@ class ArrayFunctions:
         array: Array, overlap: Array, only_missing: Optional[Boolean] = None
     ) -> Array:
         """
-        Overlaps ``overlap`` onto ``array``. Can optionally only overlay missing indices.
+        :description:
+          Overlaps ``overlap`` onto ``array``. Can optionally only overlay missing indices.
         """
         output: List[Resolvable] = []
         output.extend(array.value)
@@ -71,15 +75,17 @@ class ArrayFunctions:
     @staticmethod
     def array_at(array: Array, idx: Integer) -> AnyArgument:
         """
-        Return the element in the Array at index ``idx``.
+        :description:
+          Return the element in the Array at index ``idx``.
         """
         return array.value[idx.value]
 
     @staticmethod
     def array_first(array: Array, fallback: AnyArgument) -> AnyArgument:
         """
-        Returns the first element whose boolean conversion is True. Returns fallback
-        if all elements evaluate to False.
+        :description:
+          Returns the first element whose boolean conversion is True. Returns fallback
+          if all elements evaluate to False.
         """
         for val in array.value:
             if bool(val.value):
@@ -90,15 +96,17 @@ class ArrayFunctions:
     @staticmethod
     def array_contains(array: Array, value: AnyArgument) -> Boolean:
         """
-        Return True if the value exists in the Array. False otherwise.
+        :description:
+          Return True if the value exists in the Array. False otherwise.
         """
         return Boolean(value in array.value)
 
     @staticmethod
     def array_index(array: Array, value: AnyArgument) -> Integer:
         """
-        Return the index of the value within the Array if it exists. If it does not, it will
-        throw an error.
+        :description:
+          Return the index of the value within the Array if it exists. If it does not, it will
+          throw an error.
         """
         if not ArrayFunctions.array_contains(array=array, value=value):
             raise ArrayValueDoesNotExist(
@@ -113,7 +121,8 @@ class ArrayFunctions:
     @staticmethod
     def array_slice(array: Array, start: Integer, end: Optional[Integer] = None) -> Array:
         """
-        Returns the slice of the Array.
+        :description:
+          Returns the slice of the Array.
         """
         if end is not None:
             return Array(array.value[start.value : end.value])
@@ -122,7 +131,8 @@ class ArrayFunctions:
     @staticmethod
     def array_flatten(array: Array) -> Array:
         """
-        Flatten any nested Arrays into a single-dimensional Array.
+        :description:
+          Flatten any nested Arrays into a single-dimensional Array.
         """
         output: List[Resolvable] = []
         for elem in array.value:
@@ -136,14 +146,16 @@ class ArrayFunctions:
     @staticmethod
     def array_reverse(array: Array) -> Array:
         """
-        Reverse an Array.
+        :description:
+          Reverse an Array.
         """
         return Array(list(reversed(array.value)))
 
     @staticmethod
     def array_product(*arrays: Array) -> Array:
         """
-        Returns the Cartesian product of elements from different arrays
+        :description:
+          Returns the Cartesian product of elements from different arrays
         """
         out: List[Resolvable] = []
         for combo in itertools.product(*[arr.value for arr in arrays]):
@@ -156,7 +168,17 @@ class ArrayFunctions:
     @staticmethod
     def array_apply(array: Array, lambda_function: Lambda) -> Array:
         """
-        Apply a lambda function on every element in the Array.
+        :description:
+          Apply a lambda function on every element in the Array.
+        :usage:
+
+        .. code-block:: python
+
+           {
+             %array_apply( [1, 2, 3] , %string )
+           }
+
+           # ["1", "2", "3"]
         """
         return Array([Array([val]) for val in array.value])
 
@@ -168,8 +190,9 @@ class ArrayFunctions:
         reverse_args: Optional[Boolean] = None,
     ) -> Array:
         """
-        Apply a lambda function on every element in the Array, with ``fixed_argument``
-        passed as a second argument to every invocation.
+        :description:
+          Apply a lambda function on every element in the Array, with ``fixed_argument``
+          passed as a second argument to every invocation.
         """
         if reverse_args and reverse_args.value:
             return Array([Array([fixed_argument, val]) for val in array.value])
@@ -179,15 +202,17 @@ class ArrayFunctions:
     @staticmethod
     def array_enumerate(array: Array, lambda_function: LambdaTwo) -> Array:
         """
-        Apply a lambda function on every element in the Array, where each arg
-        passed to the lambda function is ``idx, element`` as two separate args.
+        :description:
+          Apply a lambda function on every element in the Array, where each arg
+          passed to the lambda function is ``idx, element`` as two separate args.
         """
         return Array([Array([Integer(idx), val]) for idx, val in enumerate(array.value)])
 
     @staticmethod
     def array_reduce(array: Array, lambda_reduce_function: LambdaReduce) -> AnyArgument:
         """
-        Apply a reduce function on pairs of elements in the Array, until one element remains.
-        Executes using the left-most and reduces in the right direction.
+        :description:
+          Apply a reduce function on pairs of elements in the Array, until one element remains.
+          Executes using the left-most and reduces in the right direction.
         """
         return array
diff --git a/src/ytdl_sub/script/functions/boolean_functions.py b/src/ytdl_sub/script/functions/boolean_functions.py
index f1bb9a35..bfb7416f 100644
--- a/src/ytdl_sub/script/functions/boolean_functions.py
+++ b/src/ytdl_sub/script/functions/boolean_functions.py
@@ -13,70 +13,80 @@ class BooleanFunctions:
     @staticmethod
     def bool(value: AnyArgument) -> Boolean:
         """
-        Cast any type to a Boolean.
+        :description:
+          Cast any type to a Boolean.
         """
         return Boolean(bool(value.value))
 
     @staticmethod
     def eq(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``==`` operator. Returns True if left == right. False otherwise.
+        :description:
+          ``==`` operator. Returns True if left == right. False otherwise.
         """
         return Boolean(left.value == right.value)
 
     @staticmethod
     def ne(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``!=`` operator. Returns True if left != right. False otherwise.
+        :description:
+          ``!=`` operator. Returns True if left != right. False otherwise.
         """
         return Boolean(left.value != right.value)
 
     @staticmethod
     def lt(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``<`` operator. Returns True if left < right. False otherwise.
+        :description:
+          ``<`` operator. Returns True if left < right. False otherwise.
         """
         return Boolean(left.value < right.value)
 
     @staticmethod
     def lte(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``<=`` operator. Returns True if left <= right. False otherwise.
+        :description:
+          ``<=`` operator. Returns True if left <= right. False otherwise.
         """
         return Boolean(left.value <= right.value)
 
     @staticmethod
     def gt(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``>`` operator. Returns True if left > right. False otherwise.
+        :description:
+          ``>`` operator. Returns True if left > right. False otherwise.
         """
         return Boolean(left.value > right.value)
 
     @staticmethod
     def gte(left: AnyArgument, right: AnyArgument) -> Boolean:
         """
-        ``>=`` operator. Returns True if left >= right. False otherwise.
+        :description:
+          ``>=`` operator. Returns True if left >= right. False otherwise.
         """
         return Boolean(left.value >= right.value)
 
     @staticmethod
     def and_(*values: AnyArgument) -> Boolean:
         """
-        ``and`` operator. Returns True if all values evaluate to True. False otherwise.
+        :description:
+          ``and`` operator. Returns True if all values evaluate to True. False otherwise.
         """
         return Boolean(all(bool(val.value) for val in values))
 
     @staticmethod
     def or_(*values: AnyArgument) -> Boolean:
         """
-        ``or`` operator. Returns True if any value evaluates to True. False otherwise.
+        :description:
+          ``or`` operator. Returns True if any value evaluates to True. False otherwise.
         """
         return Boolean(any(bool(val.value) for val in values))
 
     @staticmethod
     def xor(*values: AnyArgument) -> Boolean:
         """
-        ``^`` operator. Returns True if exactly one value is set to True. False otherwise.
+        :description:
+          ``^`` operator. Returns True if exactly one value is set to True. False otherwise.
         """
         bit_array = [bool(val.value) for val in values]
 
@@ -85,13 +95,15 @@ class BooleanFunctions:
     @staticmethod
     def not_(value: Boolean) -> Boolean:
         """
-        ``not`` operator. Returns the opposite of value.
+        :description:
+          ``not`` operator. Returns the opposite of value.
         """
         return Boolean(not value.value)
 
     @staticmethod
     def is_null(value: AnyArgument) -> Boolean:
         """
-        Returns True if a value is null (i.e. an empty string). False otherwise.
+        :description:
+          Returns True if a value is null (i.e. an empty string). False otherwise.
         """
         return Boolean(isinstance(value, String) and value.value == "")
diff --git a/src/ytdl_sub/script/functions/conditional_functions.py b/src/ytdl_sub/script/functions/conditional_functions.py
index 8caaae02..e532031b 100644
--- a/src/ytdl_sub/script/functions/conditional_functions.py
+++ b/src/ytdl_sub/script/functions/conditional_functions.py
@@ -11,8 +11,9 @@ class ConditionalFunctions:
         condition: Boolean, true: ReturnableArgumentA, false: ReturnableArgumentB
     ) -> Union[ReturnableArgumentA, ReturnableArgumentB]:
         """
-        Conditional ``if`` statement that returns the ``true`` or ``false`` parameter
-        depending on the ``condition`` value.
+        :description:
+          Conditional ``if`` statement that returns the ``true`` or ``false`` parameter
+          depending on the ``condition`` value.
         """
         if condition.value:
             return true
@@ -23,8 +24,9 @@ class ConditionalFunctions:
         maybe_true_arg: ReturnableArgumentA, else_arg: ReturnableArgumentB
     ) -> Union[ReturnableArgumentA, ReturnableArgumentB]:
         """
-        Conditional ``if`` statement that returns the ``maybe_true_arg`` if it evaluates to True,
-        otherwise returns ``else_arg``.
+        :description:
+          Conditional ``if`` statement that returns the ``maybe_true_arg`` if it evaluates to True,
+          otherwise returns ``else_arg``.
         """
         if bool(maybe_true_arg.value):
             return maybe_true_arg
diff --git a/src/ytdl_sub/script/functions/date_functions.py b/src/ytdl_sub/script/functions/date_functions.py
index 8d68f052..fea1095c 100644
--- a/src/ytdl_sub/script/functions/date_functions.py
+++ b/src/ytdl_sub/script/functions/date_functions.py
@@ -8,6 +8,7 @@ class DateFunctions:
     @staticmethod
     def datetime_strftime(posix_timestamp: Integer, date_format: String) -> String:
         """
-        Converts a posix timestamp to a date using strftime formatting.
+        :description:
+          Converts a posix timestamp to a date using strftime formatting.
         """
         return String(datetime.utcfromtimestamp(posix_timestamp.value).strftime(date_format.value))
diff --git a/src/ytdl_sub/script/functions/error_functions.py b/src/ytdl_sub/script/functions/error_functions.py
index 517c6141..3a1be9f5 100644
--- a/src/ytdl_sub/script/functions/error_functions.py
+++ b/src/ytdl_sub/script/functions/error_functions.py
@@ -8,15 +8,17 @@ class ErrorFunctions:
     @staticmethod
     def throw(error_message: String) -> AnyArgument:
         """
-        Explicitly throw an error with the provided error message.
+        :description:
+          Explicitly throw an error with the provided error message.
         """
         raise UserThrownRuntimeError(error_message)
 
     @staticmethod
     def assert_(value: ReturnableArgument, assert_message: String) -> ReturnableArgument:
         """
-        Explicitly throw an error with the provided assert message if ``value`` evaluates to False.
-        If it evaluates to True, it will return ``value``.
+        :description:
+          Explicitly throw an error with the provided assert message if ``value`` evaluates to
+          False. If it evaluates to True, it will return ``value``.
         """
         if not bool(value.value):
             raise UserThrownRuntimeError(assert_message)
@@ -27,8 +29,9 @@ class ErrorFunctions:
         value: AnyArgument, ret: ReturnableArgument, assert_message: String
     ) -> ReturnableArgument:
         """
-        Explicitly throw an error with the provided assert message if ``value`` evaluates to False.
-        If it evaluates to True, it will return ``ret``.
+        :description:
+          Explicitly throw an error with the provided assert message if ``value`` evaluates to
+          False. If it evaluates to True, it will return ``ret``.
         """
         if not bool(value.value):
             raise UserThrownRuntimeError(assert_message)
@@ -39,8 +42,9 @@ class ErrorFunctions:
         value: ReturnableArgument, equals: AnyArgument, assert_message: String
     ) -> ReturnableArgument:
         """
-        Explicitly throw an error with the provided assert message if ``value`` does not equal
-        ``equals``. If they do equal, then return ``value``.
+        :description:
+          Explicitly throw an error with the provided assert message if ``value`` does not equal
+          ``equals``. If they do equal, then return ``value``.
         """
         if not value.value == equals.value:
             raise UserThrownRuntimeError(assert_message)
@@ -51,8 +55,9 @@ class ErrorFunctions:
         value: ReturnableArgument, equals: AnyArgument, assert_message: String
     ) -> ReturnableArgument:
         """
-        Explicitly throw an error with the provided assert message if ``value`` equals
-        ``equals``. If they do equal, then return ``value``.
+        :description:
+          Explicitly throw an error with the provided assert message if ``value`` equals
+          ``equals``. If they do equal, then return ``value``.
         """
         if value.value == equals.value:
             raise UserThrownRuntimeError(assert_message)
diff --git a/src/ytdl_sub/script/functions/json_functions.py b/src/ytdl_sub/script/functions/json_functions.py
index 915fedf1..c706a86f 100644
--- a/src/ytdl_sub/script/functions/json_functions.py
+++ b/src/ytdl_sub/script/functions/json_functions.py
@@ -35,6 +35,7 @@ class JsonFunctions:
     @staticmethod
     def from_json(argument: String) -> AnyArgument:
         """
-        Converts a JSON string into an actual type.
+        :description:
+          Converts a JSON string into an actual type.
         """
         return _from_json(json.loads(argument.value))
diff --git a/src/ytdl_sub/script/functions/map_functions.py b/src/ytdl_sub/script/functions/map_functions.py
index ab81b575..b34fa611 100644
--- a/src/ytdl_sub/script/functions/map_functions.py
+++ b/src/ytdl_sub/script/functions/map_functions.py
@@ -18,7 +18,8 @@ class MapFunctions:
     @staticmethod
     def map(maybe_mapping: AnyArgument) -> Map:
         """
-        Tries to cast an unknown variable type to a Map.
+        :description:
+          Tries to cast an unknown variable type to a Map.
         """
         if not isinstance(maybe_mapping, Map):
             raise FunctionRuntimeException(
@@ -29,14 +30,16 @@ class MapFunctions:
     @staticmethod
     def map_size(mapping: Map) -> Integer:
         """
-        Returns the size of a Map.
+        :description:
+          Returns the size of a Map.
         """
         return Integer(len(mapping.value))
 
     @staticmethod
     def map_contains(mapping: Map, key: AnyArgument) -> Boolean:
         """
-        Returns True if the key is in the Map. False otherwise.
+        :description:
+          Returns True if the key is in the Map. False otherwise.
         """
         if not isinstance(key, Hashable):
             raise KeyNotHashableRuntimeException(
@@ -50,8 +53,9 @@ class MapFunctions:
         mapping: Map, key: AnyArgument, default: Optional[AnyArgument] = None
     ) -> AnyArgument:
         """
-        Return ``key``'s value within the Map. If ``key`` does not exist, and ``default`` is
-        provided, it will return ``default``. Otherwise, will error.
+        :description:
+          Return ``key``'s value within the Map. If ``key`` does not exist, and ``default`` is
+          provided, it will return ``default``. Otherwise, will error.
         """
         if not MapFunctions.map_contains(mapping=mapping, key=key).value:
             if default is not None:
@@ -65,8 +69,9 @@ class MapFunctions:
     @staticmethod
     def map_get_non_empty(mapping: Map, key: AnyArgument, default: AnyArgument) -> AnyArgument:
         """
-        Return ``key``'s value within the Map. If ``key`` does not exist or is an empty string,
-        return ``default``. Otherwise, will error.
+        :description:
+          Return ``key``'s value within the Map. If ``key`` does not exist or is an empty string,
+          return ``default``. Otherwise, will error.
         """
         output = MapFunctions.map_get(mapping, key, default)
         if isinstance(output, String) and output.value == "":
@@ -78,16 +83,18 @@ class MapFunctions:
     @staticmethod
     def map_apply(mapping: Map, lambda_function: LambdaTwo) -> Array:
         """
-        Apply a lambda function on the Map, where each arg
-        passed to the lambda function is ``key, value`` as two separate args.
+        :description:
+          Apply a lambda function on the Map, where each arg
+          passed to the lambda function is ``key, value`` as two separate args.
         """
         return Array([Array([key, value]) for key, value in mapping.value.items()])
 
     @staticmethod
     def map_enumerate(mapping: Map, lambda_function: LambdaThree) -> Array:
         """
-        Apply a lambda function on the Map, where each arg
-        passed to the lambda function is ``idx, key, value`` as three separate args.
+        :description:
+          Apply a lambda function on the Map, where each arg
+          passed to the lambda function is ``idx, key, value`` as three separate args.
         """
         return Array(
             [
diff --git a/src/ytdl_sub/script/functions/numeric_functions.py b/src/ytdl_sub/script/functions/numeric_functions.py
index 5211c690..b25374f9 100644
--- a/src/ytdl_sub/script/functions/numeric_functions.py
+++ b/src/ytdl_sub/script/functions/numeric_functions.py
@@ -16,28 +16,32 @@ class NumericFunctions:
     @staticmethod
     def float(value: AnyArgument) -> Float:
         """
-        Cast to Float.
+        :description:
+          Cast to Float.
         """
         return Float(value=float(value.value))
 
     @staticmethod
     def int(value: AnyArgument) -> Integer:
         """
-        Cast to Integer.
+        :description:
+          Cast to Integer.
         """
         return Integer(value=int(value.value))
 
     @staticmethod
     def add(*values: Numeric) -> Numeric:
         """
-        ``+`` operator. Returns the sum of all values.
+        :description:
+          ``+`` operator. Returns the sum of all values.
         """
         return _to_numeric(sum(val.value for val in values))
 
     @staticmethod
     def sub(*values: Numeric) -> Numeric:
         """
-        ``-`` operator. Subtracts all values from left to right.
+        :description:
+          ``-`` operator. Subtracts all values from left to right.
         """
         output = values[0].value
         for val in values[1:]:
@@ -48,41 +52,47 @@ class NumericFunctions:
     @staticmethod
     def mul(*values: Numeric) -> Numeric:
         """
-        ``*`` operator. Returns the product of all values.
+        :description:
+          ``*`` operator. Returns the product of all values.
         """
         return _to_numeric(math.prod([val.value for val in values]))
 
     @staticmethod
     def pow(base: Numeric, exponent: Numeric) -> Numeric:
         """
-        ``**`` operator. Returns the exponential of the base and exponent value.
+        :description:
+          ``**`` operator. Returns the exponential of the base and exponent value.
         """
         return _to_numeric(math.pow(base.value, exponent.value))
 
     @staticmethod
     def div(left: Numeric, right: Numeric) -> Numeric:
         """
-        ``/`` operator. Returns ``left / right``.
+        :description:
+          ``/`` operator. Returns ``left / right``.
         """
         return _to_numeric(left.value / right.value)
 
     @staticmethod
     def mod(left: Numeric, right: Numeric) -> Numeric:
         """
-        ``%`` operator. Returns ``left % right``.
+        :description:
+          ``%`` operator. Returns ``left % right``.
         """
         return _to_numeric(value=left.value % right.value)
 
     @staticmethod
     def max(*values: Numeric) -> Numeric:
         """
-        Returns max of all values.
+        :description:
+          Returns max of all values.
         """
         return _to_numeric(max(val.value for val in values))
 
     @staticmethod
     def min(*values: Numeric) -> Numeric:
         """
-        Returns min of all values.
+        :description:
+          Returns min of all values.
         """
         return _to_numeric(min(val.value for val in values))
diff --git a/src/ytdl_sub/script/functions/regex_functions.py b/src/ytdl_sub/script/functions/regex_functions.py
index e38b3139..f837be32 100644
--- a/src/ytdl_sub/script/functions/regex_functions.py
+++ b/src/ytdl_sub/script/functions/regex_functions.py
@@ -18,33 +18,37 @@ class RegexFunctions:
     @staticmethod
     def regex_match(regex: String, string: String) -> Array:
         """
-        Checks for a match only at the beginning of the string. If a match exists, returns
-        the string as the first element of the Array. If there are capture groups, returns each
-        group as a subsequent element in the Array.
+        :description:
+          Checks for a match only at the beginning of the string. If a match exists, returns
+          the string as the first element of the Array. If there are capture groups, returns each
+          group as a subsequent element in the Array.
         """
         return _re_output_to_array(re.match(regex.value, string.value))
 
     @staticmethod
     def regex_search(regex: String, string: String) -> Array:
         """
-        Checks for a match anywhere in the string. If a match exists, returns
-        the string as the first element of the Array. If there are capture groups, returns each
-        group as a subsequent element in the Array.
+        :description:
+          Checks for a match anywhere in the string. If a match exists, returns
+          the string as the first element of the Array. If there are capture groups, returns each
+          group as a subsequent element in the Array.
         """
         return _re_output_to_array(re.search(regex.value, string.value))
 
     @staticmethod
     def regex_fullmatch(regex: String, string: String) -> Array:
         """
-        Checks for entire string to be a match. If a match exists, returns
-        the string as the first element of the Array. If there are capture groups, returns each
-        group as a subsequent element in the Array.
+        :description:
+          Checks for entire string to be a match. If a match exists, returns
+          the string as the first element of the Array. If there are capture groups, returns each
+          group as a subsequent element in the Array.
         """
         return _re_output_to_array(re.fullmatch(regex.value, string.value))
 
     @staticmethod
     def regex_capture_groups(regex: String) -> Integer:
         """
-        Returns number of capture groups in regex
+        :description:
+          Returns number of capture groups in regex
         """
         return Integer(re.compile(regex.value).groups)
diff --git a/src/ytdl_sub/script/functions/string_functions.py b/src/ytdl_sub/script/functions/string_functions.py
index 807a5dd4..1f0280b5 100644
--- a/src/ytdl_sub/script/functions/string_functions.py
+++ b/src/ytdl_sub/script/functions/string_functions.py
@@ -11,21 +11,24 @@ class StringFunctions:
     @staticmethod
     def string(value: AnyArgument) -> String:
         """
-        Cast to String.
+        :description:
+          Cast to String.
         """
         return String(value=str(value.value))
 
     @staticmethod
     def contains(string: String, contains: String) -> Boolean:
         """
-        Returns True if ``contains`` is in ``string``. False otherwise.
+        :description:
+          Returns True if ``contains`` is in ``string``. False otherwise.
         """
         return Boolean(contains.value in string.value)
 
     @staticmethod
     def slice(string: String, start: Integer, end: Optional[Integer] = None) -> String:
         """
-        Returns the slice of the Array.
+        :description:
+          Returns the slice of the Array.
         """
         if end is not None:
             return String(string.value[start.value : end.value])
@@ -34,28 +37,32 @@ class StringFunctions:
     @staticmethod
     def lower(string: String) -> String:
         """
-        Lower-case the entire String.
+        :description:
+          Lower-case the entire String.
         """
         return String(string.value.lower())
 
     @staticmethod
     def upper(string: String) -> String:
         """
-        Upper-case the entire String.
+        :description:
+          Upper-case the entire String.
         """
         return String(string.value.upper())
 
     @staticmethod
     def capitalize(string: String) -> String:
         """
-        Capitalize the first character in the string.
+        :description:
+          Capitalize the first character in the string.
         """
         return String(string.value.capitalize())
 
     @staticmethod
     def titlecase(string: String) -> String:
         """
-        Capitalize each word in the string.
+        :description:
+          Capitalize each word in the string.
         """
         return String(string.value.title())
 
@@ -64,8 +71,9 @@ class StringFunctions:
         string: String, old: String, new: String, count: Optional[Integer] = None
     ) -> String:
         """
-        Replace the ``old`` part of the String with the ``new``. Optionally only replace it
-        ``count`` number of times.
+        :description:
+          Replace the ``old`` part of the String with the ``new``. Optionally only replace it
+          ``count`` number of times.
         """
         if count:
             return String(string.value.replace(old.value, new.value, count.value))
@@ -75,14 +83,16 @@ class StringFunctions:
     @staticmethod
     def concat(*values: String) -> String:
         """
-        Concatenate multiple Strings into a single String.
+        :description:
+          Concatenate multiple Strings into a single String.
         """
         return String("".join(val.value for val in values))
 
     @staticmethod
     def pad(string: String, length: Integer, char: String) -> String:
         """
-        Pads the string to the given length
+        :description:
+          Pads the string to the given length
         """
         output = string.value
         while len(output) < length.value:
@@ -93,7 +103,8 @@ class StringFunctions:
     @staticmethod
     def pad_zero(numeric: Numeric, length: Integer) -> String:
         """
-        Pads a numeric with zeros to the given length
+        :description:
+          Pads a numeric with zeros to the given length
         """
         return StringFunctions.pad(
             string=String(str(numeric.value)),
diff --git a/tests/unit/docgen/test_docgen_regenerate_disabled.py b/tests/unit/docgen/test_docgen_regenerate_disabled.py
new file mode 100644
index 00000000..696b3418
--- /dev/null
+++ b/tests/unit/docgen/test_docgen_regenerate_disabled.py
@@ -0,0 +1,5 @@
+from tools.docgen.docgen import REGENERATE_DOCS
+
+
+def test_docgen_regenerate_disabled():
+    assert REGENERATE_DOCS is False
\ No newline at end of file
diff --git a/tools/docgen/entry_variables.py b/tools/docgen/entry_variables.py
index 9f3728d7..a0c9d2f2 100644
--- a/tools/docgen/entry_variables.py
+++ b/tools/docgen/entry_variables.py
@@ -4,7 +4,7 @@ from typing import Dict
 from typing import Type
 
 from tools.docgen.docgen import DocGen
-from tools.docgen.utils import camel_case_to_human
+from tools.docgen.utils import camel_case_to_human, line_section
 from tools.docgen.utils import get_function_docs
 from tools.docgen.utils import properties
 from tools.docgen.utils import section
@@ -32,7 +32,8 @@ class EntryVariablesDocGen(DocGen):
             _variable_class_to_name(obj): obj for obj in VariableDefinitions.__bases__
         }
 
-        for name in sorted(parent_objs.keys()):
+        for idx, name in enumerate(sorted(parent_objs.keys())):
+            docs += line_section(section_idx=idx)
             docs += section(name, level=1)
 
             for variable_function_name in properties(parent_objs[name]):
diff --git a/tools/docgen/plugins.py b/tools/docgen/plugins.py
index b71218b3..476e015c 100644
--- a/tools/docgen/plugins.py
+++ b/tools/docgen/plugins.py
@@ -4,7 +4,7 @@ from typing import Dict
 from typing import Type
 
 from tools.docgen.docgen import DocGen
-from tools.docgen.utils import get_function_docs
+from tools.docgen.utils import get_function_docs, line_section
 from tools.docgen.utils import properties
 from tools.docgen.utils import section
 from ytdl_sub.config.overrides import Overrides
@@ -57,7 +57,8 @@ class PluginsDocGen(DocGen):
             options_dict[plugin_name] = plugin_type.plugin_options_type
 
         docs = section("Plugins", level=0)
-        for name in sorted(options_dict.keys()):
+        for idx, name in enumerate(sorted(options_dict.keys())):
+            docs += line_section(section_idx=idx)
             docs += generate_plugin_docs(name, options_dict[name], offset=1)
 
         return docs
diff --git a/tools/docgen/scripting_functions.py b/tools/docgen/scripting_functions.py
index 751085f4..1ece6b9b 100644
--- a/tools/docgen/scripting_functions.py
+++ b/tools/docgen/scripting_functions.py
@@ -6,7 +6,7 @@ from typing import Optional
 from typing import Type
 
 from tools.docgen.docgen import DocGen
-from tools.docgen.utils import camel_case_to_human
+from tools.docgen.utils import camel_case_to_human, line_section
 from tools.docgen.utils import section
 from tools.docgen.utils import static_methods
 from ytdl_sub.entries.script.custom_functions import CustomFunctions
@@ -30,7 +30,7 @@ def function_class_to_name(obj: Type[Any]) -> str:
 
 def function_type_hinting(display_function_name: str, function: Any) -> str:
     spec = FunctionSpec.from_callable(function)
-    out = "``"
+    out = ":spec: ``"
     out += display_function_name
     out += spec.human_readable_input_args()
     out += " -> "
@@ -65,7 +65,8 @@ class ScriptingFunctionsDocGen(DocGen):
         }
         parent_objs["Ytdl-Sub Functions"] = CustomFunctions
 
-        for name in sorted(parent_objs.keys()):
+        for idx, name in enumerate(sorted(parent_objs.keys())):
+            docs += line_section(section_idx=idx)
             docs += section(name, level=1)
 
             for function_name in static_methods(parent_objs[name]):
diff --git a/tools/docgen/utils.py b/tools/docgen/utils.py
index d236bb5f..94cab101 100644
--- a/tools/docgen/utils.py
+++ b/tools/docgen/utils.py
@@ -8,7 +8,9 @@ from typing import Type
 LEVEL_CHARS: Dict[int, str] = {0: "=", 1: "-", 2: "~", 3: "^"}
 
 
-def section(name: str, level: int) -> str:
+def section(name: str, level: int, as_code: bool = False) -> str:
+    if as_code:
+        name = f"``{name}``"
     return f"\n{name}\n{len(name) * LEVEL_CHARS[level]}\n"
 
 
@@ -42,3 +44,13 @@ def get_function_docs(
     docs += inspect.cleandoc(getattr(obj, function_name).__doc__)
     docs += "\n"
     return docs
+
+
+def line() -> str:
+    return "\n" + ("-" * 100) + "\n"
+
+
+def line_section(section_idx: int) -> str:
+    if section_idx > 0:
+        return line()
+    return ""