metodologia-ai-architecture-audit
CommunityAudit AI architectures for quality and safety.
Software Engineering#security#audit#patterns#governance#ai-architecture#technical-debt#quality-attributes
AuthorJaviMontano
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Audits AI system architectures against best practices to identify gaps in structural integrity, AI quality attributes, patterns, anti-patterns, security controls, and technical debt, delivering actionable findings and a remediation roadmap.
Core Features & Use Cases
- Structural integrity assessment using a 6-layer architecture model (Hardware → Data → Model → Inference → Application → Monitoring)
- Pattern and anti-pattern detection across data pipelines, model lifecycle, and deployment processes
- Security and compliance assessment aligned with governance requirements and regulatory mapping
- Technical debt inventory and prioritization with measurable impact and effort
- Remediation roadmap generation with dependency graphs and phased delivery
- Supports executive summaries and detailed technical reports for audits and due diligence
Quick Start
Ask the skill to run a full AI architecture audit on your deployed system and review its structural, quality, and security posture.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: metodologia-ai-architecture-audit Download link: https://github.com/JaviMontano/metodologia-propuesta-agent-public/archive/main.zip#metodologia-ai-architecture-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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