productivity▌

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.

Comprehensive expense management skill for tracking, processing, and automating expense workflows.

Use Weights & Biases (W&B) when you need to:

High-performance serving framework for LLMs and VLMs with RadixAttention for automatic prefix caching.

Flash Attention provides 2-4x speedup and 10-20x memory reduction for transformer attention through IO-aware tiling and recomputation.

Comprehensive assistance with deepspeed development, generated from official documentation.

TRL provides post-training methods for aligning language models with human preferences.

"The researcher's job shifts from writing Python to writing Markdown." — Andrej Karpathy

Help developers optimize website and web application performance to improve user experience, SEO rankings, and conversion rates. This skill provides systematic approaches to measure, analyze, and improve loading speed, runtime performance, and Core Web Vitals metrics.

Master the complete penetration testing lifecycle from reconnaissance through reporting. This skill covers the five stages of ethical hacking methodology, essential tools, attack techniques, and professional reporting for authorized security assessments.