shidi-skill: AI-for-Science Research Workflow Skill Pack for DSH

## Introduction When using Large Language Models (LLMs) for scientific research assistance, a common gap is that after a single round of conversation, the answers remain trapped in the chat history. Literature reviews cannot be archived, citation sources cannot be verified, and switching models requires re-explaining the context. For developers in the DeepSeek Harness (DSH) ecosystem, DSH's philosophy is "everything is a plugin." What is often missing is not model capability, but a reusable, verifiable research workflow that can be encoded into a skill. The shidi-skill introduced below is a skill package designed to address this issue: it fully executes tasks such as literature review, experimental design, plotting, and paper reading, delivering actual files to the disk. ## What is it shidi-skill is DeepSeek Harness's AI-for-Scien