Generate Flashcards

Create flashcards from lesson files or topic titles, focusing on essential terminology and vocabulary required for understanding and retention.

Workflow

•Identify input: lesson file path OR topic title
•If lesson file provided, read and extract key terminology
•Identify core concepts that require memorization
•Generate Q&A flashcard pairs
•Save to /flashcard/ directory

Flashcard Categories

Extract terminology across these categories:

Definitions

•Key terms and their meanings
•Technical vocabulary
•Domain-specific concepts

Acronyms & Abbreviations

•Spell out full forms
•Explain what each represents

Relationships

•How concepts connect
•Cause and effect pairs
•Comparisons (X vs Y)

Core Facts

•Essential facts that must be memorized
•Foundational principles
•Key formulas or rules

Flashcard Format

Use this Q&A format (one per line, alternating):

code

Q: [Question about the term/concept]
A: [Concise, accurate answer]

Q: [Next question]
A: [Next answer]

Question Types

Type	Template	Example
Definition	What is [term]?	Q: What is AI Fluency?
Acronym	What does [acronym] stand for?	Q: What does REST stand for?
Purpose	What is the purpose of [concept]?	Q: What is the purpose of Delegation in the 4D Framework?
Distinction	What is the difference between [A] and [B]?	Q: What is the difference between Automation and Augmentation?
Component	What are the components of [concept]?	Q: What are the 4Ds in the AI Fluency Framework?

Quality Guidelines

Good Flashcards

•One concept per card
•Question is specific and unambiguous
•Answer is concise (1-2 sentences max)
•Tests recall, not recognition
•Uses precise terminology

Avoid

•Multiple concepts in one card
•Vague or overly broad questions
•Lengthy paragraph answers
•Yes/no questions
•Questions with obvious answers

Output Template

markdown

# [Topic] - Flashcards

## Core Terminology

Q: [Term definition question]
A: [Definition]

Q: [Next term]
A: [Definition]

## Key Concepts

Q: [Concept question]
A: [Explanation]

## Relationships & Comparisons

Q: [Comparison question]
A: [Distinction]

---
Source: [lesson file or topic]
Card count: [number]

Naming Convention

Priority: Use source filename for traceability

Input Type	Output Filename	Example
File path: `lessons/lesson1.md`	`/flashcard/lesson1-flashcards.md`	Maintains traceability
File path: `lessons/chapter-02.md`	`/flashcard/chapter-02-flashcards.md`	Maintains traceability
Topic title: "REST APIs"	`/flashcard/rest-apis-flashcards.md`	Derived from topic

Rules:

•When file path provided: Extract filename (minus extension), append -flashcards
•When topic provided: Convert to lowercase with hyphens, append -flashcards
•This ensures clear mapping: lessons/X.md → flashcard/X-flashcards.md

Example Output

Example 1 - From file: Input: lessons/lesson1.md Output: /flashcard/lesson1-flashcards.md

Example 2 - From topic: Input: "REST APIs" Output: /flashcard/rest-apis-flashcards.md

markdown

# REST APIs - Flashcards

## Core Terminology

Q: What is REST?
A: Representational State Transfer - an architectural style for designing networked applications using HTTP protocols.

Q: What is an API endpoint?
A: A URL where API resources can be accessed.

Q: What does "stateless" mean in REST?
A: Each request is independent and contains all information needed; the server doesn't store client state between requests.

## Key Concepts

Q: What are the four main HTTP methods in REST?
A: GET (retrieve), POST (create), PUT (update), DELETE (remove).

Q: What is a resource in REST?
A: Any data entity that can be accessed and manipulated through the API.

## Relationships & Comparisons

Q: What is the difference between PUT and PATCH?
A: PUT replaces the entire resource; PATCH updates only specific fields.

---
Source: lessons/rest-api.md
Card count: 6

Checklist

Before completing flashcards:

• All key terms from source material included
• One concept per card
• Answers are concise and accurate
• Questions test recall (not recognition)
• Saved to /flashcard/ directory
• Card count noted at bottom