diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 2694c5fd..bbf26f81 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -55,6 +55,18 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
+      - name: Get pip cache dir
+        id: pip-cache
+        run: |
+          echo "::set-output name=dir::$(pip cache dir)"
+      - name: pip cache
+        uses: actions/cache@v3.3.1
+        with:
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/setup.cfg') }}-pip-${{ hashFiles('**/setup.py') }}-pip-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
       - name: Install package
         run: python -m pip install -e .[test] pytest-xdist   # for multiprocessing
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 73a6ba99..e0c84224 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -93,7 +93,7 @@ repos:
       - id: rm-unneeded-f-str
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.27.3
+    rev: 0.27.4
     hooks:
       - id: check-github-workflows
       - id: check-github-actions