Lavi Nigam, Developer Relations Engineer. Senior AI Product Manager, Shubham Saboo. Your AI agent is capable of following instructions. But is it capable of generating original ones? ADK’s SkillToolset allows agents to dynamically load domain-specific expertise whenever needed. By configuring the right skills, your agent can dynamically create brand-new areas of expertise at runtime. Whether you require a security review checklist, compliance audit, or data pipeline validator, the process is simple: generate it, load it, and put it to work. SkillToolset makes this possible through progressive disclosure. This architectural pattern enables agents to load context on demand, exactly when required, instead of stuffing thousands of tokens into a single, monolithic system prompt. In this guide, we’ll explore four practical skill patterns.
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