Use this agent when you need to research the current landscape of AI agent infrastructure — including frameworks, orchestration tools, memory systems, communication protocols, and deployment patterns. Invoke this agent before making architectural decisions, evaluating new tools, or when you want to understand which…
Use this agent when you need to research open source projects, especially LLM/AI-based ones, for inspiration, patterns, architectural decisions, or implementation approaches. Trigger this agent when the user asks about how popular open source projects solve a problem, wants to understand best practices derived from…
Use this agent when you need expert advisory guidance on designing, refining, or evaluating an AI-agent-based social matching system — one where personal AI agents (powered by LLMs with persistent memory) negotiate and assess compatibility on behalf of users, bypassing the dishonesty and scale problems of traditional…