🤖 AI Explained
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Quiz: Skills — For Experienced Developers

4 questions. Check your understanding before moving on.

Skills — Experienced Developer

Q1
Your team needs to ensure all AI-generated FastAPI code uses async handlers and Pydantic v2. What's the most appropriate approach?
Q2
What is the fundamental difference between how skills and RAG provide context to the model?
Q3
This skill file is poorly structured. What's the most impactful problem?

```markdown
# Everything About Python

Python is a high-level, interpreted programming language created by Guido van Rossum.
It supports multiple paradigms including procedural, object-oriented, and functional.
Python uses dynamic typing and garbage collection. The standard library includes
modules for file I/O, networking, regular expressions, unit testing, and more.

## Data Types
Python has several built-in data types: int, float, str, list, dict, tuple, set...
[continues for 4,000 more words covering all of Python]
```
Q4
Agent output quality degrades noticeably as conversations exceed 50K tokens. You have two 2,000-word skill files loading on every request. What's the most likely root cause?