dsh-scholar: Integrating Research Dialogues, Experiments, and Papers into a Single Project within DSH

dsh-scholar is a DSH research workspace plugin maintained by lzszq, designed for computational research such as machine learning and data science. It integrates project conversations, materials, controlled experiment runs, evidence, and TeX manuscripts into a single resumable project, offering gate-only governance, Runner Profile controlled execution, and Claim-Evidence traceability. The article introduces core capabilities, usage from building and installing from source code to typical slash commands, and explains permission and security boundaries.