By Data-Wise
Generate pedagogical course materials from statistical papers and YAML configs: exams, quizzes, slides, lecture notes, assignments, rubrics, and Canvas LMS exports with validation and health checks.
Compare YAML source files with generated JSON to detect sync issues
Generate comprehensive exams with AI-powered questions and answer keys
Generate constructive feedback for student work
Generate comprehensive instructor lecture notes in Quarto format (20-40 pages)
Migrate YAML configuration files from v1 to v2 schema, or convert directory-based week files to a manifest
Runs pre-commands
Contains inline bash commands via ! syntax
Bash prerequisite issue
Uses bash pre-commands but Bash not in allowed tools
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Academic workflows for teaching - Course material generation: exams, quizzes, slides, lectures, assignments, rubrics, and Canvas LMS export.
⚠️ Scholar is now teaching-only (v3.0.0). The research surface — literature, manuscript, simulation, and research-planning commands plus all skills — was removed in v3.0.0, with no replacement. Migrating from scholar v2.x? See what was removed.
A Claude Code plugin for academic teaching workflows. Features a unified Plugin + MCP architecture with 18 teaching commands (+ hub).
Teaching (18 commands)
/teaching:quiz <topic> - Generate quiz questions with answer keys ✅/teaching:exam <type> - Create comprehensive exams with rubrics. NEW in v2.18.0: --format exam-rich-latex for evidence-based statistics exams ✅/teaching:assignment <topic> - Create homework assignments with solutions ✅/teaching:solution <file> - Generate standalone solution keys from assignment files ✅/teaching:syllabus <course> - Generate comprehensive course syllabus ✅/teaching:slides <topic> - Create lecture slides with examples ✅/teaching:rubric <type> - Generate detailed grading rubrics ✅/teaching:feedback <assignment> - Generate constructive student feedback ✅/teaching:demo [path] - Create demo course environment with sample materials ✅/teaching:lecture <topic> - Generate comprehensive lecture notes ✅/teaching:validate <file> - Validate YAML configuration files (multi-level) ✅/teaching:validate-r <file> - Validate R code chunks in .qmd files ✅/teaching:diff <file> - Compare YAML and JSON sync status ✅/teaching:sync [options] - Synchronize YAML to JSON ✅/teaching:migrate - Batch migrate YAML configs from v1 to v2 schema ✅/teaching:config <subcommand> - Manage prompts, config, and provenance ✅/teaching:preflight - Pre-release health checks for Scholar projects ✅/teaching:canvas <file> - Convert exam files to Canvas QTI format ✅Command Discovery (1 command)
/scholar:hub [argument] - Browse all commands, drill into categories, get usage details ✅Scholar is teaching-only and ships 1 skill — statistical-pedagogy-framework (added in
v3.1.0). The former research skills (mathematical, implementation, writing, discovery categories)
were removed in v3.0.0 — see what was removed.
Unified Plugin + MCP Pattern:
src/core/ - Framework-agnostic business logicsrc/plugin-api/ - Claude Plugin commandssrc/mcp-server/ - MCP Protocol toolslib/ - Shell API wrappersThis architecture eliminates IPC overhead by sharing core logic directly between both APIs.
Phase 0 Foundation + Teaching Commands:
src/teaching/templates/ - Template system (exam, quiz, assignment, syllabus, lecture)src/teaching/generators/ - AI-powered content generationsrc/teaching/config/ - Configuration managementsrc/teaching/validators/ - Multi-layer validation (Schema + LaTeX + Completeness)src/teaching/ai/ - AI content generation with retry logictests/teaching/ - 3,412 unit tests (100% passing)See Phase 0 Architecture for detailed documentation.
Scholar is a pure plugin with no MCP server dependencies. It works immediately after installation in both Claude Code CLI and Claude Desktop app.
# Add the Data-Wise tap
brew tap data-wise/tap
# Install scholar plugin
brew install scholar
# Or upgrade existing installation
brew upgrade scholar
The Homebrew formula automatically:
~/.claude/plugins/scholarLatest version: v3.1.1 (released 2026-06-21)
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