dsh-plugin-lookatstudy
Turn any markdown document, local folder, or GitHub repo into a guided AI-tutor course with mastery tracking inside DeepSeek Harness.
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
- Import markdown files, local folders, URLs, and GitHub repos into structured courses
- Track concept mastery via Bayesian Knowledge Tracing (BKT) and schedule reviews using SM-2
- Provide a dedicated 3-column study panel with course rail, AI tutor chat, and rich blackboard
- Render KaTeX math, syntax-highlighted code, zoomable Mermaid diagrams, and ELK concept maps
- Expose 31 dedicated DSH tools for course management, quiz generation, friction reporting, and note-taking
- Support bilingual course translation and Edge neural voice read-aloud with offline fallback
Useful For
- Self-paced technical learning from GitHub repositories and documentation inside DeepSeek Harness
- Practicing mastery-based study with automated quizzes, Feynman-style proposals, and star-graded exams
- Managing structured spaced-repetition reviews and Cornell-style study notes
Who It Fits
- Developers and researchers studying technical repositories
- Students using DeepSeek Harness as a personalized interactive tutor
- Lifelong learners managing spaced-repetition study material
Documented Limitations
- Mermaid diagram rendering requires CDN loading on demand (degrades offline)
- Edge neural TTS requires network access, falling back to browser speech synthesis when offline
- Upstream companion creature UI element is intentionally not supported
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.
package.json declares 0 runtime, 8 development, 6 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
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
- d7d86c4 · 2026-10-20
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
- 20GitHub stars
- Forks
- 3
- Open issues
- 2
- Last commit
- 2026-10-06
- Last release
- No release detected
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