Wen-Hui Zhang

LLM Agent Capabilities Should Follow Task Intent and Context Source

LLM agents take real actions, including executing code, modifying files, calling services, and delegating tasks, driven by context sources: user requests, tool results, documents, shell outputs, Skill and MCP instructions, memory. Unlike traditional systems, where capability is predefined, the least-privilege capabilit...