AI-Native Software Development: Advanced Agent Skills

AI-Native Software Development: Advanced Agent Skills

This AI-Native Software Development skill is designed to facilitate complex software development workflows using artificial intelligence within approved environments. It aids in building, modifying, and reconstructing software using AI-native techniques, focusing specifically on lifecycle coordination and evidence-driven delivery processes.

What this skill does

• Supports greenfield development and work within existing codebases.
• Enables authorized reference-based product reconstruction.
• Coordinates lifecycle planning, architecture implementation, testing, and review.
• Generates code as part of a controlled development system, ensuring alignment with human intent and authority.
• Maps every acceptance claim to an observed test, ensuring evidence-backed delivery.
• Incorporates non-negotiable controls to maintain scoped authority and decision integrity.

Who it is for

• Developers using Claude Code, Cursor, or Codex seeking to integrate AI into their software development processes.
• Development teams managing complex coding projects that require coordinated lifecycle management.

Use cases

• Facilitating the development of new software products through AI-native workflows.
• Improving existing software systems by incorporating AI-driven analysis and coding support.
• Reconstructing authorized reference-based projects with AI assistance.
• Enhancing testing and review processes through automated evidence generation and validation.

Technical details

• Compatible with AI coding agents such as Claude Code, Cursor, and Codex.
• Leverages agent-skills and aiapplication capabilities for robust development support.
• Ensures process transparency with integrated lifecycle coordination tools.

Source & Licence

This package is built on open-source work published by carbonshow (carbonshow/intent-fluid) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.