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@@ -284,6 +284,8 @@ automatically run whenever you make a Git commit.
#### Running Pre-commit Manually
Before pushing, run `pre-commit run --all-files` to catch issues locally before CI.
You can also run the pre-commit checks manually in various ways:
- **Run pre-commit on all files (same as CI):**