[Good First Issue] [Tooling] Add performance benchmarking script

[profrod-ai]

🎯 Description

Create a simple benchmarking script to measure agent performance across different scenarios.

🔍 Problem/Motivation

Performance monitoring helps identify bottlenecks and track improvements over time.

✅ Acceptance Criteria

• Create scripts/benchmark.py
• Time common operations
• Monitor memory usage
• Generate simple reports
• Document how to run benchmarks
• Use test doubles for consistency

📋 Step-by-Step Instructions

Making Changes:
6. Create scripts/benchmark.py
7. Implement timing for agent operations
8. Add memory usage monitoring
9. Generate readable performance reports
10. Use test doubles for deterministic results
11. Document usage and interpretation

📊 Estimated Effort

Time: 1.5-2 hours | Difficulty: Beginner-Intermediate | Skills: Python, performance monitoring

[aviralgarg05]

Hey can you assign me the issue, I will solve it during the hactoberfest

[aviralgarg05]

Cool!, So I will create the PR as soon as the hacktoberfest begins, although will begin the work on it

[profrod-ai]

We are looking forward to your contribution! Thank you for helping us make the standard agent better! :)