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AI & LLM
LLM integrations, prompt engineering, and AI orchestration
8,898 Skills
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across...
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should...
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors,...
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for...
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean...
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Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on...
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic...
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats,...
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate...
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds....
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific...
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations,...
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse...
21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying...
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data...
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI,...
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen,...