dsh-plugin-lookatstudy
Transform markdown, folders, and GitHub repositories into guided AI-tutor courses with BKT mastery tracking and SM-2 spaced repetition.
Install
No clear install command was found in the current repository evidence.
Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Course import from Markdown files, local folders (12 formats), GitHub repositories, arXiv, and web URLs
- Per-concept knowledge tracking using Bayesian Knowledge Tracing (BKT) and gated progression
- Automated SM-2 spaced repetition scheduling and review due notifications
- Three-column study tab UI integrating course rail, tutor transcript, and rich blackboard
- Rich blackboard views supporting KaTeX formulas, code syntax highlighting, Mermaid diagrams, and concept maps
- Friction reporting, learner memory slots (style, course, lesson), and Cornell note-taking
- Interactive quiz choices rendered as native clickable composer buttons in dsh chat
Useful For
- Converting technical repositories or documentation into structured, interactive self-study courses
- Practicing exam questions with instant feedback and concept mastery tracking
- Scheduling and executing long-term spaced repetition reviews within DeepSeek Harness
Who It Fits
- Engineers and developers self-studying open-source codebases or documentation
- Students preparing for exams with structured technical materials
- DeepSeek Harness users wanting a dedicated AI tutor interface
Documented Limitations
- Electron-native LookatStudy features like voice companion, persistent DOM highlights, and celebration particles are omitted
- Mermaid and diagram renderers load from CDN and degrade silently offline
- Relies on a 3-second polling interval for real-time web tab state synchronization
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- Kaiji-Z/dsh-plugin-lookatstudy
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 6874cb0 · 2026-09-20
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 12GitHub stars
- Forks
- 1
- Open issues
- 2
- Last commit
- 2026-09-17
- Last release
- No release detected
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