Ten Layers of AI Skill Construction: A Systematic Framework from Prompts to Business Closed Loops

Short summary

The article presents a 10-layer framework for constructing AI skills, progressing from simple prompt files through component skills, workflows, and orchestrated multi-agent systems, to security-hardened implementations. Each layer provides clear architectural patterns, specific capabilities, and evaluation criteria. Product teams can use this framework to assess current AI skill maturity and plan systematic upgrades.

• •Framework spans from pure-prompt skills to orchestrated multi-agent systems with security
• •Each layer has specific structure, core capabilities, and clear evaluation criteria
• •Helps product teams assess maturity level and plan skill construction roadmap

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