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A new research architecture for AI agents is introduced, centered on a transparent runtime where every interaction becomes a replayable execution trail with full inspectability, including plan, execute, observe, verify, and remember stages.
Skillerr is a tool that enables running AI agent skills safely and with full inspectability, addressing the risk of executing unknown code from third-party skills.