---
title: "Performance Profiling"
category: 05-code
level: advanced
stability: stable
description: "Apply performance profiling in AI agent workflows."
added: "2025-03"
---

![Dependency Status](https://img.shields.io/endpoint?url=https://samotech.github.io/skills-tree/badges/skills-05-code-performance-profiling.json)

# Performance Profiling

**Category:** `code`  
**Skill Level:** `advanced`  
**Stability:** `stable`
**Added:** 2025-03

### Description

Measure and analyze code execution time, memory usage, and bottlenecks to guide optimization.

### Example

```python
import cProfile
import pstats

with cProfile.Profile() as pr:
    run_agent_task()

stats = pstats.Stats(pr)
stats.sort_stats('cumulative')
stats.print_stats(10)  # Top 10 slowest functions
```

### Related Skills

- [Algorithm Design](algorithm-design.md)
- [Debugging](debugging.md)
