Lecture Notes

Agentic Workflow

The lecture note generation uses six sequential agents:

┌──────────┐   ┌───────────┐   ┌─────────┐   ┌──────┐   ┌────────┐   ┌─────────────┐
│ Research │──▶│ Structure │──▶│ Content │──▶│ Quiz │──▶│ Visual │──▶│ Interactive │
│  Agent   │   │   Agent   │   │  Agent  │   │Agent │   │ Agent  │   │    Agent    │
└──────────┘   └───────────┘   └─────────┘   └──────┘   └────────┘   └─────────────┘

Agent 1: Research Agent

Search the web for:

• Current academic perspectives on the topic
• Recent real-world examples and case studies
• Key papers and textbook references
• Current data and statistics (especially for economics topics)

Output: Research summary with sources for citation.

Agent 2: Structure Agent

Create the lecture outline. Consult topic templates for guidance:

• Microeconomics: references/topics/microeconomics.md
• Macroeconomics: references/topics/macroeconomics.md
• Econometrics: references/topics/econometrics.md

If user provided a syllabus (PDF/image), extract and follow the topic sequence.

Outline template:

# [Lecture Title]

## Learning Objectives
- Objective 1
- Objective 2
- Objective 3

## Prerequisites
- Prior knowledge needed

## Outline
1. Introduction (X min)
2. Core Concept A (X min)
3. Core Concept B (X min)
4. Mathematical Framework (X min)
5. Real-World Applications (X min)
6. Practice Problems (X min)
7. Summary & Key Takeaways (X min)

Agent 3: Content Agent

Write detailed content following guidelines in references/content-guidelines.md.

For Turkish terminology, consult references/economics-glossary-tr.md.

Key requirements:

• Mathematical notation in LaTeX ($...$ for inline, $$...$$ for display)
• Daily-life examples connecting theory to student experience
• Build from intuition → formal definition → application
• Include derivations step-by-step
• Adjust depth based on difficulty level

Agent 4: Quiz Agent

Generate practice materials following references/quiz-patterns.md:

• Conceptual questions (test understanding)
• Calculation problems (apply formulas)
• Application scenarios (real-world problem solving)
• Include solutions with explanations

Agent 5: Visual Agent

Add TikZ diagrams for:

• Supply/demand curves, equilibrium shifts
• Game theory matrices and decision trees
• Flowcharts for economic processes
• Mathematical function graphs

See references/tikz-templates.md for common diagram patterns.

Agent 6: Interactive Agent

Add Obsidian-specific interactive elements from references/interactive-elements.md:

• [[wikilinks]] to related concepts
• Callout boxes for definitions, warnings, tips
• Foldable solution sections with <details>
• Learning checklist with checkboxes
• Spaced repetition flashcard format (optional)
• Proper tags in frontmatter

Output Format

Generate a single .md file optimized for Obsidian:

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