Enhancement: AI Instructions Tracking and Evolution

## Summary

This issue serves as a central placeholder for tracking, discussing, and evolving the AI instructions that govern project automation, standards enforcement, and assistant behavior in the GoProX project.

## Requirements

- Maintain a single, up-to-date source for all AI instructions relevant to the project.
- Document all current instructions and their rationale.
- Provide a space for proposing, discussing, and reviewing future instructions.
- Ensure all contributors and AI assistants reference this issue for the latest guidance.

## Motivation

As the GoProX project evolves, so do the requirements for automation, release management, and project standards. Having a single, well-maintained issue for AI instructions ensures consistency, transparency, and ease of onboarding for new contributors and AI systems.

## Current AI Instructions

The following instructions have already been created and are enforced:

- **Release Workflow Automation:**
- When a release is requested, the assistant must:
1. Run the version bump script with .
2. Run the release script with .
3. Start the release monitor for the specific release version.
- **Project Standards:**
- All code, documentation, and communication must follow the rules in .
- Use zsh code blocks for shell script examples.
- Use the correct issue reference format: (refs #n) or (refs #n #n ...).
- All transient output must go in the directory (never committed).
- Documentation must be updated for all script/workflow changes.
- YAML and shell scripts must pass linting before commit suggestions.
- Communication must be concise, direct, and free of conversational padding.

## Placeholder for Future Instructions

- Use this issue to propose, discuss, and document new AI instructions as project needs evolve.
- All new instructions should be added to and referenced here.
- This issue will remain open as a living document for ongoing improvements.

## Acceptance Criteria

- This issue is referenced in and project documentation.
- All current and future AI instructions are tracked here.
- Contributors and AI assistants are aware of and follow the latest instructions.

## Reference

- [AI_INSTRUCTIONS.md](./AI_INSTRUCTIONS.md)
- [README.md](./README.md)