diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000000..e2db4211454
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,80 @@
+# Ensure this configuration aligns with format.sh and requirements.txt
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v5.0.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: check-added-large-files
+
+-   repo: https://github.com/psf/black
+    rev: 22.10.0  # Match the version from requirements
+    hooks:
+    -   id: black
+        name: black (IBM specific)
+        files: "^sky/skylet/providers/ibm/.*"  # Match only files in the IBM directory
+
+-   repo: https://github.com/pycqa/isort
+    rev: 5.12.0  # Match the version from requirements
+    hooks:
+    # First isort command
+    -   id: isort
+        name: isort (general)
+        args:
+          - "--sg=build/**"  # Matches "${ISORT_YAPF_EXCLUDES[@]}"
+          - "--sg=sky/skylet/providers/ibm/**"
+        files: "^(sky|tests|examples|llm|docs)/.*"  # Only match these directories
+    # Second isort command
+    -   id: isort
+        name: isort (IBM specific)
+        args:
+          - "--profile=black"
+          - "-l=88"
+          - "-m=3"
+        files: "^sky/skylet/providers/ibm/.*"  # Only match IBM-specific directory
+
+-   repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v0.991  # Match the version from requirements
+    hooks:
+    -   id: mypy
+        args:
+            # From tests/mypy_files.txt
+            - "sky"
+            - "--exclude"
+            - "sky/benchmark|sky/callbacks|sky/skylet/providers/azure|sky/resources.py|sky/backends/monkey_patches"
+        pass_filenames: false
+        additional_dependencies:
+            - types-PyYAML
+            - types-requests<2.31  # Match the condition in requirements.txt
+            - types-setuptools
+            - types-cachetools
+            - types-pyvmomi
+
+-   repo: https://github.com/google/yapf
+    rev: v0.32.0  # Match the version from requirements
+    hooks:
+    -   id: yapf
+        name: yapf
+        exclude: (build/.*|sky/skylet/providers/ibm/.*)  # Matches exclusions from the script
+        args: ['--recursive', '--parallel']  # Only necessary flags
+        additional_dependencies: [toml==0.10.2]
+
+-   repo: https://github.com/pylint-dev/pylint
+    rev: v2.14.5  # Match the version from requirements
+    hooks:
+    -   id: pylint
+        additional_dependencies:
+            - pylint-quotes==0.2.3  # Match the version from requirements
+        name: pylint-only-changed-files
+        entry: >
+            bash -c '
+            MERGEBASE=$(git merge-base origin/main HEAD);
+            changed_files=$(git diff --name-only --diff-filter=ACM "$MERGEBASE" -- "sky/*.py" "sky/*.pyi");
+            if [[ -n "$changed_files" ]]; then
+                echo "$changed_files" | tr "\n" "\0" | xargs -0 pylint --load-plugins=pylint_quotes --rcfile=.pylintrc;
+            else
+                echo "Pylint skipped: no files changed in sky/.";
+            fi'
+        pass_filenames: false
+        always_run: true
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index fc115331fa2..85ca90b2c4a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -78,6 +78,7 @@ It has some convenience features which you might find helpful (see [Dockerfile](
 - If relevant, add tests for your changes. For changes that touch the core system, run the [smoke tests](#testing) and ensure they pass.
 - Follow the [Google style guide](https://google.github.io/styleguide/pyguide.html).
 - Ensure code is properly formatted by running [`format.sh`](https://github.com/skypilot-org/skypilot/blob/master/format.sh).
+  - [Optional] You can also install pre-commit hooks by running `pre-commit install` to automatically format your code on commit.
 - Push your changes to your fork and open a pull request in the SkyPilot repository.
 - In the PR description, write a `Tested:` section to describe relevant tests performed.