Update Pre-commit Hook Configuration for CI/CD Pipeline

The current pre-commit configuration is applying automatic fixes on every PR run, which can lead to unintended changes and workflow complications. We need to restrict pre-commit to run only test validations via the pre-commit CI service without relying on uv.

1. Update Pre-commit Configuration

• Modify .pre-commit-config.yaml to run only tests/validations in the CI environment
• Remove auto-fixing hooks from the CI pipeline, developers should run fixes locally before pushing, not in CI
• Ensure no dependency on uv for pre-commit CI runs, use base or pip or some pre-configured CI layer like https://github.com/marketplace/pre-commit-ci
• Ensure that it only runs on push to main or PRs to main

2. Configure Pre-commit CI Service

• Use pre-commit CI service to run read-only checks only
• Hooks should validate code but not modify it
• Hooks to keep: linting, formatting checks (no apply), type checking, security scans

3. Add Developer Documentation

Create a new section in developer docs (GETTING_STARTED.md or new PRECOMMIT.md) covering:

Local Pre-commit Setup

• How to install pre-commit
• How to install pre-commit hooks
• How to run pre-commit locally before pushing

Running Pre-commit Locally

• Run all hooks: pre-commit run --all-files
• Run specific hook: pre-commit run [hook-id] --all-files
• Automatic fixes: Which hooks auto-fix and how to apply them
• Skipping hooks if needed: SKIP=hook-id git commit

Resolving Pre-commit Failures

• Common issues and fixes
• How to apply auto-fixes locally
• How to manually fix validation errors
• When to commit the auto-fix changes