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dsh-plugin-lookatstudy

Workflow Updated 2026.08.25

Run the following command in DeepSeek Harness:

dsh plugin install Kaiji-Z/dsh-plugin-lookatstudy

Paste the following prompt into your AI chat to install this plugin:

To install this plugin in DeepSeek Harness, please run `dsh plugin install Kaiji-Z/dsh-plugin-lookatstudy` in your command line (Source: https://github.com/Kaiji-Z/dsh-plugin-lookatstudy).

About this plugin

When facing massive amounts of technical documentation and GitHub repositories, learning from scratch often lacks structure and depth. This plugin introduces the LookatStudy learning engine, instantly transforming any Markdown document, local folder, or GitHub repository into a structured guided course.

Its core capability lies in building a fully functional AI tutor. The plugin utilizes BKT (Bayesian Knowledge Tracing) and Spaced Repetition algorithms to track your understanding of each concept and target weak points for precise review. During learning, the AI tutor switches between three modes (Guide, Direct, Practice), turning dry knowledge points into a visualized interactive experience via blackboards, concept maps, and Cornell notes.

For developers and tech learners, this is an excellent auxiliary tool. It not only supports bilingual learning but also automatically generates knowledge graphs and mind maps. Whether for exam prep, tech stack organization, or getting started with a new project, this plugin allows the DeepSeek Harness AI agent to truly play the role of a "private tutor," significantly boosting learning efficiency.

Screenshots

Use Cases

  • Turn GitHub repos into structured review courses
  • Solidify tech knowledge through interactive Q&A with an AI tutor
  • Efficiently prep for tech exams using spaced repetition algorithms

Best For

  • Learners wanting to systematically organize knowledge
  • Developers needing AI-assisted deep technical learning
  • Exam candidates seeking efficient review tools