Replace pre-commit with prek for improved linting performance

[Copilot]

Migrate from pre-commit to prek, a performant Rust-based alternative with identical configuration compatibility. This improves hook execution speed while maintaining the exact same linting behavior.

Changes

• Dependencies: Swap pre-commit>=4.5.0 → prek>=0.4.0 in pyproject.toml lint group
• Nox integration: Update noxfile.py to invoke prek run --all-files and rename session precommit() → prek_session()
• Documentation: Update contributor guides to reference prek install/run commands
• CI: Rename job pre-commit → prek in workflow; exclude prek-ci in release config

No configuration changes needed—prek accepts .pre-commit-config.yaml as-is. All existing hooks work without modification.

# Before
s.run("pre-commit", "run", "--all-files", *s.posargs)

# After
s.run("prek", "run", "--all-files", *s.posargs)

[Copilot]

Pull request overview

This PR migrates the project’s linting hook runner from pre-commit to prek (pre-commit-compatible) to improve hook execution performance while keeping the existing .pre-commit-config.yaml behavior.

Changes:

• Swap the lint dependency from pre-commit to prek (and update uv.lock accordingly).
• Update Nox to run prek run --all-files for the lint hook runner session.
• Update contributor documentation to reference prek commands.

Reviewed changes

Copilot reviewed 4 out of 5 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
uv.lock	Removes pre-commit and its transitive deps; adds prek package resolution.
pyproject.toml	Replaces lint-group dependency pre-commit>=4.5.0 with prek>=0.4.0.
noxfile.py	Switches the hook runner invocation to prek run --all-files (but session naming needs alignment).
CONTRIBUTING.md	Updates contributor commands to use prek (wording still references “pre-commit hooks”).
.github/CONTRIBUTING.md	Updates commands to use prek (section header still says “Pre-commit”).

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[nstarman]

@copilot fix the prek-identified lint error.

[Copilot]

@copilot fix the prek-identified lint error.

Fixed in 43c6b10 by applying the prettier formatting change to CONTRIBUTING.md so the prek lint run passes.