diff --git a/.codespell.toml b/.codespell.toml
new file mode 100644
index 0000000..9c04606
--- /dev/null
+++ b/.codespell.toml
@@ -0,0 +1,4 @@
+[tool.codespell]
+skip = ".git,target,node_modules,.forgejo,src,bin"
+extensions = "md,html,adoc,txt"
+dictionaries = ["clear", "rare", "informal", "code"]
diff --git a/.codespellrc b/.codespellrc
deleted file mode 100644
index ed4b9d0..0000000
--- a/.codespellrc
+++ /dev/null
@@ -1,11 +0,0 @@
-[codespell]
-# Only check these file types
-skip = .git,target,node_modules,.forgejo,src,bin,*.js,*.ts,*.py,*.go,*.rs
-extensions = md,html,adoc,txt
-
-# Built-in dictionary + ignore words
-ignore-words-list =
-dictionaries = clear,rare,informal,code
-
-# Be strict
-check-filenames = false
diff --git a/.forgejo/workflows/spelling.yml b/.forgejo/workflows/spelling.yml
index 657940b..8912436 100644
--- a/.forgejo/workflows/spelling.yml
+++ b/.forgejo/workflows/spelling.yml
@@ -20,4 +20,4 @@ jobs:
                       pip install codespell
 
                - name: Run codespell
-                 run: codespell --config .codespellrc
+                 run: codespell --toml .codespell.toml