genai-preflight

Validate Level 5 GenAI architecture decisions against LLM contracts and NFR requirements.

20|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/Accelerated-Innovation/governed-ai-delivery --skill genai-preflight
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: genai-preflight
Source: https://github.com/Accelerated-Innovation/governed-ai-delivery/tree/main/agents/codex/skills/backend/genai-preflight
Command: npx skills add https://github.com/Accelerated-Innovation/governed-ai-delivery --skill genai-preflight

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validate GenAI-specific architecture decisions after architecture-preflight to ensure alignment with governance contracts and evaluation criteria.

Core Features & Use Cases

  • Validation against Level 5 contracts: Ensures LLM gateway, observability, guardrails, and evaluation strategies meet defined requirements.
  • End-to-end preflight readiness: Checks presence and consistency of required artifacts (LLM contracts, evaluation criteria, NFRs).
  • Use Case: When planning a feature, run this preflight to catch gaps before implementation.

Quick Start

Run genai-preflight after architecture-preflight to validate GenAI-specific architecture decisions for a feature.

Frequently Asked Questions about genai-preflight

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate GenAI architecture decisions before feature implementation?

Validate GenAI architecture decisions by running a preflight check against established contracts. This ensures your LLM gateway, observability, guardrails, and evaluation strategies meet defined requirements before you begin coding.

What GenAI architecture contracts are required for preflight validation?

Required GenAI architecture contracts include LLM_GATEWAY_CONTRACT.md, OBSERVABILITY_LLM_CONTRACT.md, GUARDRAILS_CONTRACT.md, and EVALUATION_LLM_CONTRACT.md. These documents must exist and be consistent to pass preflight validation.

When should I run GenAI architecture preflight checks?

Run GenAI architecture preflight checks after completing architecture-preflight but before feature implementation. This timing catches governance and evaluation gaps early, ensuring all required artifacts and NFRs are populated.

How do I check if LLM non-functional requirements are ready for development?

Check LLM non-functional requirements by validating that all NFR fields are populated with non-TBD values. This ensures your architecture meets observability and evaluation criteria before development begins.

Does GenAI preflight validation work without completing architecture-preflight?

No, GenAI preflight validation requires architecture-preflight to be completed first. It validates Level 5 GenAI architecture decisions against established contracts, building upon the foundational architecture work.

What happens if my GenAI architecture is missing guardrails or evaluation contracts?

Missing guardrails or evaluation contracts will cause preflight validation to fail, identifying the gaps. You must create the required contract documents and populate NFR fields to achieve end-to-end preflight readiness.