How songalobung/ai-student-tutor-skill works
This repository is a cross-platform instructional framework for LLM-based academic tutoring, not a conventional executable application. Its documented learner workflow diagnoses prerequisite gaps, adapts instruction, and measures transfer; supporting capabilities include assessment generation, writing guidance, curriculum and subject specialization, multilingual scaffolding, exam analysis, and stakeholder reporting. The README documents these capabilities but provides no source excerpts establishing most internal call paths, so the graph shows only documented relationships and omits speculative sequencing.
Main entry points: SKILL.md Tutor Skill · teaching-protocol.md Teaching Protocol · dependency-graph.md Prerequisite Graph · student-state-model.md Student State
Components 19
Tutoring and Learning
- Tutor Skill
SKILL.md - Teaching Protocol
core/teaching-protocol.md - Personalized Learning
engines/personalised-learning.md - Prerequisite Graph
prerequisites/dependency-graph.md - Lesson Engine
engines/lesson-engine.md
Learner Intelligence
- Student State
intelligence/student-state-model.md - Misconception Profile
intelligence/misconception-profiling.md
Assessment and Exams
- Diagnostic Engine
engines/diagnostic-engine.md - Question Laboratory
question-laboratory/generator-engine.md - Assessment Engine
engines/assessment-engine.md - Exam Intelligence
examination-intelligence/exam-analytics.md
Academic Specialization
- Curriculum Guides
curricula - Subject Engines
subjects - Academic Writing
writing-engine/academic-writing.md
Learning Support
- Language Support
multilingual/language-support.md - Stakeholder Reports
dashboards/stakeholder-reporting.md - Revision Engine
engines/revision-engine.md - Integrity Boundaries
core/academic-integrity.md
Other components
- Student
Connections 12
- Student → Tutor Skill: requests tutoring
README.md - Tutor Skill → Diagnostic Engine: diagnoses gaps
README.md - Tutor Skill → Prerequisite Graph: traverses
README.md - Tutor Skill → Student State: tracks learning
README.md - Tutor Skill → Question Laboratory: generates assessments
README.md - Tutor Skill → Academic Writing: guides writing
README.md - Tutor Skill → Language Support: scaffolds language
README.md - Tutor Skill → Stakeholder Reports: generates reports
README.md - Tutor Skill → Curriculum Guides: supports curricula
README.md - Tutor Skill → Subject Engines: specializes teaching
README.md - Tutor Skill → Exam Intelligence: analyzes exams
README.md - Tutor Skill → Teaching Protocol: follows principles
README.md