add pre-commit

Author: prassanna-ravishankar

.pre-commit-config.yaml

@@ -0,0 +1,26 @@
+repos:
+  - repo: local
+    hooks:
+      - id: format
+        name: Format code and docs
+        entry: uv run task format
+        language: system
+        types: [python]
+        pass_filenames: false
+
+      - id: lint
+        name: Lint code and type check
+        entry: uv run task lint
+        language: system
+        types: [python]
+        pass_filenames: false
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
+    hooks:
+      - id: trailing-whitespace
+      - id: end-of-file-fixer
+      - id: check-yaml
+      - id: check-toml
+      - id: check-merge-conflict
+      - id: check-added-large-files