diff --git a/Library/Homebrew/cask/audit.rb b/Library/Homebrew/cask/audit.rb
index 6121c1ac00e69..478feb0fc6ce5 100644
--- a/Library/Homebrew/cask/audit.rb
+++ b/Library/Homebrew/cask/audit.rb
@@ -582,7 +582,7 @@ def check_gitlab_prerelease_version
 
       tag = SharedAudits.gitlab_tag_from_url(cask.url)
       tag ||= cask.version
-      error = SharedAudits.gitlab_release(user, repo, tag)
+      error = SharedAudits.gitlab_release(user, repo, tag, cask: cask)
       add_error error if error
     end
 
diff --git a/Library/Homebrew/tap_auditor.rb b/Library/Homebrew/tap_auditor.rb
index aa08ace9e78f0..574dae149a767 100644
--- a/Library/Homebrew/tap_auditor.rb
+++ b/Library/Homebrew/tap_auditor.rb
@@ -8,12 +8,15 @@ module Homebrew
   class TapAuditor
     extend T::Sig
 
-    attr_reader :name, :path, :tap_audit_exceptions, :tap_style_exceptions, :tap_pypi_formula_mappings, :problems
+    attr_reader :name, :path, :formula_names, :cask_tokens, :tap_audit_exceptions, :tap_style_exceptions,
+                :tap_pypi_formula_mappings, :problems
 
     sig { params(tap: Tap, strict: T.nilable(T::Boolean)).void }
     def initialize(tap, strict:)
       @name                      = tap.name
       @path                      = tap.path
+      @formula_names             = tap.formula_names
+      @cask_tokens               = tap.cask_tokens
       @tap_audit_exceptions      = tap.audit_exceptions
       @tap_style_exceptions      = tap.style_exceptions
       @tap_pypi_formula_mappings = tap.pypi_formula_mappings
@@ -60,19 +63,17 @@ def check_formula_list(list_file, list)
         return
       end
 
-      invalid_formulae = []
-      list.each do |name, _|
-        invalid_formulae << name if Formula[name].tap != @name
-      rescue FormulaUnavailableError
-        invalid_formulae << name
+      list = list.keys if list.is_a? Hash
+      invalid_formulae_casks = list.select do |formula_or_cask_name|
+        @formula_names.exclude?(formula_or_cask_name) && @cask_tokens.exclude?("#{@name}/#{formula_or_cask_name}")
       end
 
-      return if invalid_formulae.empty?
+      return if invalid_formulae_casks.empty?
 
       problem <<~EOS
         #{list_file}.json references
-        formulae that are not found in the #{@name} tap.
-        Invalid formulae: #{invalid_formulae.join(", ")}
+        formulae or casks that are not found in the #{@name} tap.
+        Invalid formulae or casks: #{invalid_formulae_casks.join(", ")}
       EOS
     end
 
diff --git a/Library/Homebrew/utils/shared_audits.rb b/Library/Homebrew/utils/shared_audits.rb
index 7f574f9a95a8f..7e390307bc042 100644
--- a/Library/Homebrew/utils/shared_audits.rb
+++ b/Library/Homebrew/utils/shared_audits.rb
@@ -31,39 +31,19 @@ def github_release_data(user, repo, tag)
     nil
   end
 
-  GITHUB_PRERELEASE_ALLOWLIST = {
-    "elm-format"       => "0.8.3",
-    "extraterm"        => :all,
-    "freetube"         => :all,
-    "gitless"          => "0.8.8",
-    "haptickey"        => :all,
-    "home-assistant"   => :all,
-    "lidarr"           => :all,
-    "nuclear"          => :all,
-    "pock"             => :all,
-    "riff"             => "0.5.0",
-    "syntax-highlight" => :all,
-    "telegram-cli"     => "1.3.1",
-    "toggl-track"      => :all,
-    "volta"            => "0.8.6",
-    "xit"              => :all,
-  }.freeze
-
   def github_release(user, repo, tag, formula: nil, cask: nil)
     release = github_release_data(user, repo, tag)
     return unless release
 
-    if cask && GITHUB_PRERELEASE_ALLOWLIST[cask.token] == :all
-      return if release["prerelease"]
-
-      return "#{tag} is not a GitHub pre-release but cask '#{cask.token}' is in GITHUB_PRERELEASE_ALLOWLIST."
+    exception, name, version = if formula
+      [tap_audit_exception(:github_prerelease_allowlist, formula.tap, formula.name), formula.name, formula.version]
+    elsif cask
+      [tap_audit_exception(:github_prerelease_allowlist, cask.tap, cask.token), cask.token, cask.version]
     end
 
-    if release["prerelease"]
-      return if formula && GITHUB_PRERELEASE_ALLOWLIST[formula.name] == formula.version
+    return "#{tag} is a GitHub pre-release." if release["prerelease"] && [version, "all"].exclude?(exception)
 
-      return "#{tag} is a GitHub pre-release."
-    end
+    return "#{tag} is not a GitHub pre-release but '#{name}' is in the GitHub prerelease allowlist." if exception
 
     return "#{tag} is a GitHub draft." if release["draft"]
   end
@@ -87,30 +67,28 @@ def gitlab_release_data(user, repo, tag)
     end
   end
 
-  GITLAB_PRERELEASE_ALLOWLIST = {}.freeze
-
-  def gitlab_release(user, repo, tag, formula: nil)
+  def gitlab_release(user, repo, tag, formula: nil, cask: nil)
     release = gitlab_release_data(user, repo, tag)
     return unless release
 
     return if Date.parse(release["released_at"]) <= Date.today
-    return if formula && GITLAB_PRERELEASE_ALLOWLIST[formula.name] == formula.version
+
+    exception, version = if formula
+      [tap_audit_exception(:gitlab_prerelease_allowlist, formula.tap, formula.name), formula.version]
+    elsif cask
+      [tap_audit_exception(:gitlab_prerelease_allowlist, cask.tap, cask.token), cask.version]
+    end
+    return if [version, "all"].include?(exception)
 
     "#{tag} is a GitLab pre-release."
   end
 
-  GITHUB_FORK_ALLOWLIST = %w[
-    variar/klogg
-  ].freeze
-
   def github(user, repo)
     metadata = github_repo_data(user, repo)
 
     return if metadata.nil?
 
-    if metadata["fork"] && GITHUB_FORK_ALLOWLIST.exclude?("#{user}/#{repo}")
-      return "GitHub fork (not canonical repository)"
-    end
+    return "GitHub fork (not canonical repository)" if metadata["fork"]
 
     if (metadata["forks_count"] < 30) && (metadata["subscribers_count"] < 30) &&
        (metadata["stargazers_count"] < 75)
@@ -185,4 +163,21 @@ def gitlab_tag_from_url(url)
        .to_a
        .second
   end
+
+  def tap_audit_exception(list, tap, formula_or_cask, value = nil)
+    return false if tap.audit_exceptions.blank?
+    return false unless tap.audit_exceptions.key? list
+
+    list = tap.audit_exceptions[list]
+
+    case list
+    when Array
+      list.include? formula_or_cask
+    when Hash
+      return false if list.exclude? formula_or_cask
+      return list[formula_or_cask] if value.blank?
+
+      list[formula_or_cask] == value
+    end
+  end
 end