Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report

简体中文 [](https://doi.org/10.5281/zenodo.21971185) J-Space Cognition Suite is a model-agnostic inference-time control system for deep reasoning, long-horizon work, tool use, verification, and recovery. It is packaged as a Skill for cross-platform use, selective loading, and low-friction integration. The suite organizes an agent's accessible working representations into a deliberately managed workspace. It operates through a single entry, nine selectively loaded modules, four supporting references, and an optional standard-library controller for durable task state. J-Space operates at inference time. Model weights and training remain unchanged. Replace with the Python 3 command available on the host, commonly python, python3, or py -3. Copy the following prompt into an agent that can access files and this repository: Invoke the Skill through the mechanism provided by your host—such as its Skill picker, /j-space, $j-space, or a direct request: The entry gate selects the lightest suitable pass automatically. A request for brevity changes the outer response length while…