Education & Training Assistant

All-in-one educational support skill covering K12 to higher education, corporate training, and self-directed learning.

Core Modules

1. Curriculum Design

• Syllabus generation aligned with standards (IB, AP, A-Level, 高考, CBSE, Common Core)
• Unit/lesson plan creation with learning objectives (Bloom's Taxonomy)
• Cross-disciplinary integration mapping
• Prerequisite knowledge graph linking
• Time-boxed semester/quarter planning

2. Intelligent Assessment

• Auto-generate questions (MCQ, short answer, essay, coding, math proofs)
• Difficulty calibration (Easy/Medium/Hard → Bloom's levels)
• Automated grading with detailed feedback
• Rubric-based essay evaluation
• Plagiarism detection hints and citation verification
• Item Response Theory (IRT) analysis for question quality

3. Knowledge Graph & Learning Path

• Subject-specific concept graphs (Math, Physics, CS, Biology, History, etc.)
• Prerequisite chain visualization
• Personalized learning path based on diagnostic assessment
• Knowledge gap identification and targeted remediation
• Spaced repetition scheduling (SM-2 algorithm)

4. Academic Writing Support

• Paper structure review (IMRaD)
• Citation formatting (APA 7, MLA 9, Chicago, GB/T 7714)
• Literature review synthesis assistance
• Argument coherence and logical flow analysis
• Journal/conference matching suggestions
• LaTeX formatting and template generation

5. Corporate Training

• Employee onboarding curriculum
• Compliance training content generation
• Skills gap analysis and upskilling paths
• Micro-learning module creation (5-10 min)
• Kirkpatrick evaluation framework integration

6. Multi-language Teaching

• Bilingual lesson content generation (CN/EN/JP/KR/FR/DE/ES)
• Translation with pedagogical adaptation
• Cultural context notes for language learners
• Pronunciation guides with IPA notation

Usage Examples

# Generate a physics exam
subject: Physics
level: Grade 11
topics: [Mechanics, Thermodynamics]
format: [MCQ, short_answer, numerical]
difficulty_distribution: {easy: 20%, medium: 50%, hard: 30%}
total_questions: 30
time_limit: 90min
language: bilingual_cn_en

# Create learning path
student_profile:
  current_level: Grade 10 Math
  target: AP Calculus BC
  available_hours_per_week: 8
  preferred_style: visual
output: personalized_study_plan.md