UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey...
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Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project...
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions,...
Use when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time...
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python...
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing...
UI design system toolkit for Senior UI Designer including design token generation, component documentation,...
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Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and...
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment,...
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties....
This skill should be used when working with pre-trained transformer models for natural language processing, computer...
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph...
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs,...
Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics,...
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Performance optimization rules for THREE.js and graphics programming. Covers mobile-first optimization, fallback...
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Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages,...
Automatically suggest tests for new functions and components. Use when new code is written, functions added, or user...
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production...
Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile...
Unified content extraction and action planning. Use when user says "tapestry <URL>", "weave <URL>", "help me plan...