Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.28693.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The paper introduces skilder, a framework that packages LLM agent capabilities into roles (skills, tools, instructions, and limits) delivered via an MCP server. Agents progressively discover required roles and only receive tools scoped to learned skills, enabling deterministic authorization. Evaluation across 13 tasks and 6 models shows unauthorized calls are blocked while flexibility is preserved.

Targets a real enterprise agent gap: prompt policies lack hard enforcement. Role-scoped capability delivery is a testable structural approach, not a handwave.

Cited by

No citations on record.