diff --git a/.github/workflows/spelling.yml b/.github/workflows/spelling.yml
index d7c1a73..1112fe9 100644
--- a/.github/workflows/spelling.yml
+++ b/.github/workflows/spelling.yml
@@ -20,31 +20,37 @@ concurrency:
     cancel-in-progress: true
 
 jobs:
-    typos_check:
-        name: "文A Typos"
+    codespell_check:
+        name: "文A codespell"
         runs-on: "ubuntu-22.04"
         timeout-minutes: 1
         steps:
         -
             name: "Checkout repository"
             uses: "actions/checkout@v3.6.0"
+        -
+            name: "Cache pip"
+            uses: "actions/cache@v3"
+            with:
+                path: "~/.cache/pip"
+                key: "${{ runner.os }}-pip-codespell"
+        -
+            name: "Install codespell"
+            run: |
+                pip install --user 'codespell>=2.2'
         -
             name: "Search for misspellings"
-            #uses: "crate-ci/typos@v1.16.4"
-            env:
-                GH_TOKEN: "${{ github.token }}"
-            # yamllint disable rule:line-length
+            #uses: "codespell-project/actions-codespell@v2.0"
+            #with:
+            #    skip: "./.git,package-lock.json"
+            #    check_hidden: true
+            #    check_filenames: true
+            #    builtin: "clear,rare,informal,usage,code,names"
+            #    ignore_words_list: "master"
             run: |
-                set -o pipefail
-                mkdir -p "${{ runner.temp }}/typos"
-                RELEASE_ASSET_URL="$(
-                    gh api /repos/crate-ci/typos/releases/latest \
-                        --jq '."assets"[] | select(."name" | test("^typos-.+-x86_64-unknown-linux-musl\\.tar\\.gz$")) | ."browser_download_url"'
-                )"
-                wget --secure-protocol=TLSv1_3 --max-redirect=1 --retry-on-host-error --retry-connrefused --tries=3 \
-                    --quiet --output-document=- "${RELEASE_ASSET_URL}" \
-                    | tar -xz -C "${{ runner.temp }}/typos" ./typos
-                "${{ runner.temp }}/typos/typos" --version
-                git grep --files-with-matches --null -I -e '.' \
-                    | xargs -0 -t -- "${{ runner.temp }}/typos/typos" --format json \
-                    | jq --raw-output '"::warning file=\(.path),line=\(.line_num),col=\(.byte_offset)::\"\(.typo)\" should be \"" + (.corrections // [] | join("\" or \"") + "\".")'
+                "$(python -m site --user-base)/bin/codespell" \
+                    --skip="./.git,package-lock.json" \
+                    --check-hidden \
+                    --check-filenames \
+                    --builtin="clear,rare,informal,usage,code,names" \
+                    --ignore-words-list="master"