--- a
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,52 @@
+exclude: ^tests/data/
+repos:
+  - repo: https://gitlab.com/pycqa/flake8.git
+    rev: 3.8.3
+    hooks:
+      - id: flake8
+  - repo: https://github.com/asottile/seed-isort-config
+    rev: v2.2.0
+    hooks:
+      - id: seed-isort-config
+  - repo: https://github.com/timothycrosley/isort
+    rev: 4.3.21
+    hooks:
+      - id: isort
+  - repo: https://github.com/pre-commit/mirrors-yapf
+    rev: v0.30.0
+    hooks:
+      - id: yapf
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v3.1.0
+    hooks:
+      - id: trailing-whitespace
+      - id: check-yaml
+      - id: end-of-file-fixer
+      - id: requirements-txt-fixer
+      - id: double-quote-string-fixer
+      - id: check-merge-conflict
+      - id: fix-encoding-pragma
+        args: ["--remove"]
+      - id: mixed-line-ending
+        args: ["--fix=lf"]
+  - repo: https://github.com/markdownlint/markdownlint
+    rev: v0.11.0
+    hooks:
+      - id: markdownlint
+        args: [ "-r", "~MD002,~MD013,~MD024,~MD029,~MD033,~MD034,~MD036" ]
+  - repo: https://github.com/myint/docformatter
+    rev: v1.3.1
+    hooks:
+      - id: docformatter
+        args: ["--in-place", "--wrap-descriptions", "79"]
+  - repo: https://github.com/codespell-project/codespell
+    rev: v2.1.0
+    hooks:
+      - id: codespell
+        args: ["--skip", "*.ipynb,tools/data/hvu/label_map.json", "-L", "te,nd,thre,Gool,gool"]
+  # - repo: https://github.com/open-mmlab/pre-commit-hooks
+    # rev: v0.1.0  # Use the ref you want to point at
+    # hooks:
+      # - id: check-algo-readme
+      # - id: check-copyright
+        # args: ["mmaction", "tools", "tests"]  # these directories will be checked