Draft detailed implementation guidelines for the C SDK for Solana AI Registries. Reference all requirements in docs/sdk_refs/c_sdk_references.md. Include:

• Atomic implementation tasks
• Memory-safe design strategies
• Struct generation and validation
• Test framework and CI/CD requirements
• Code style and review guidelines
• Reference links to all related documentation

Make sure the guidelines are actionable and clear for contributors.