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Remove nbqa in favor of ruff's native Jupyter support (v0.6.0+). Replace papermill with nbconvert due to uv dependency resolution issues. Also remove S105/S106 ignores to enforce better security practices. - Update pyproject.toml to use ruff v0.12.12 with native notebook support - Replace papermill with nbconvert for notebook execution - Remove nbqa from all dependencies and pre-commit hooks - Update GitHub Actions workflows to use ruff directly - Remove hardcoded password ignores for better security - Update documentation to reflect simplified setup - Add dummy package structure for hatchling build system 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>