aaf-architecture-review

Apply the Agentic Architecture Framework to design and review agentic systems.

Updated Feb 17, 2026

Search Tags:#system design #governance #risk assessment #autonomy #architecture review #agentic architecture

Ready to run

npx skills add https://github.com/AgenticAF-Community/FrameworkCore --skill aaf-architecture-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: aaf-architecture-review
Source: https://github.com/AgenticAF-Community/FrameworkCore/tree/main/tools/skills/aaf-architecture-review
Command: npx skills add https://github.com/AgenticAF-Community/FrameworkCore --skill aaf-architecture-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a structured approach to designing and reviewing agentic AI systems, ensuring they align with the Agentic Architecture Framework (AAF) principles for safety, reliability, and efficiency.

Core Features & Use Cases

Design-time Spec: Guides the creation of autonomy declarations, authority models, outcome specifications, tool governance, budgets, context policies, and failure/escalation plans.
Architecture Review: Uses AAF pillars (Security, Reliability, Cost, Operations, Performance, Sustainability, Context, Autonomy) as lenses for pre-production readiness checks.
Maturity Scaling: Offers a maturity model for safely scaling agent autonomy.
Use Case: Before deploying a new autonomous agent, use this Skill to systematically check its design against all AAF pillars, identify potential risks, and ensure it meets production-ready standards.

Quick Start

Use the aaf-architecture-review skill to perform a design-time review for a new agent that will manage user support tickets.

Frequently Asked Questions about aaf-architecture-review

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

FAQPage Schema

How do I perform an architecture review for an autonomous agent before production deployment?▼

To perform an architecture review for an autonomous agent, systematically evaluate its design against framework pillars like Security, Reliability, Cost, Operations, Performance, Sustainability, Context, and Autonomy to ensure pre-production readiness.

What is an agentic architecture framework and when do I need it for system design?▼

An agentic architecture framework provides a structured approach for designing agentic AI systems, needed when you must ensure safety, reliability, and efficiency while balancing system autonomy and governance.

How do I define an autonomy declaration and authority model for an agentic AI system?▼

Define an autonomy declaration and authority model during design-time specification by documenting the agent's permitted actions, tool governance, budgets, context policies, and failure escalation plans.

Can I use this approach to scale agent autonomy safely?▼

Yes, you can safely scale agent autonomy by applying a maturity model that progressively adjusts authority models and outcome specifications based on architecture review assessments.

What's the best way to assess risk and establish tool governance for autonomous agents?▼

The best way to assess risk and establish tool governance is to conduct design-time reviews that specify authority limits, define context policies, and map out failure and escalation plans.

What are the limitations of applying an agentic architecture framework to system design?▼

Limitations of applying an agentic architecture framework include the overhead of maintaining comprehensive design-time specifications and the complexity of continuously aligning eight review pillars with evolving governance requirements.