Skill UI

Gtars is a high-performance Rust toolkit with Python bindings for genomic interval analysis, covering overlap detection, coverage track generation, ML tokenization, fragment scoring, and reference sequence management for computational genomics workflows.

PufferLib is a high-performance RL framework for fast parallel training, vectorized environments, and multi-agent workflows; use it when you need million-step-per-second PPO training, custom environments, or integration with Gymnasium, Atari, Procgen, and other ecosystems.

Advanced Anime.js animation skill for composing award-worthy, high-performance web motions with complex timelines, staggered reveals, and precision control over DOM, CSS, and SVG elements.

Use Design Spells to inject curated micro-interactions, easter eggs, and clever transitions that transform ordinary interfaces into premium, expressive experiences, encouraging teams to add high-performance, delightfully surprising touches.

Guides developers through implementing Ed25519 digital signatures for scenarios such as document signing, code signing, and API authentication, highlighting deterministic signing, verification workflows, and performance advantages over RSA and ECDSA.

Deploys Suricata as a high-performance inline IPS, guiding installation, NFQUEUE or AF_PACKET inline tuning, Emerging Threats rule integration, and logging so operators can block network threats in real time.

Polars Bio delivers high-performance genomic interval arithmetic and bioinformatics I/O for BED/VCF/BAM/GFF datasets, streaming/cloud ready, with SQL interface and Polars-friendly APIs for overlap/nearest, merge, coverage, complement, subtract workflows.