精细化管控：支持分批、分级、按需迁移
In their framework, “Directly exposed'” tasks were those that could be completed in half the time with an LLM (with a 2,000-word input limit and no access to recent facts). Tasks that were “exposed with tools” were those subject to the same speedup with an LLM that had access to software for, e.g., information retrieval and image processing. Tasks that were not exposed could not have their duration reduced by 50% or more using an LLM.
，这一点在雷电模拟器官方版本下载中也有详细论述
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Mix: Travis Evans
The gws-shared skill includes an install block so OpenClaw auto-installs the CLI via npm if gws isn't on PATH.