When Tool-Backed Skill Retrieval Fails: Source-Style Collapse in Executable Capability Retrieval

Yiqi Liu, Joseph James, Yang Wang +2

Large-scale agents increasingly rely on retrieval to access external capabilities. We study this retrieval gate in structured tools and APIs, a measurable class of tool-backed exec…