Draft detailed implementation guidelines for the Go SDK for Solana AI Registries. Use the reference documentation in docs/sdk_refs/go_sdk_references.md for all steps, tasks, and requirements. Include:

• Atomic implementation tasks
• Error handling and go:embed usage
• Versioning and publishing steps
• Test requirements and CI/CD
• Code style and review guidelines
• Reference links to all related artifacts

Instructions should be clear and actionable for contributors.