Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations,...
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15,665 skills
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific...
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds....
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate...
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Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties,...
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with...
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve...
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats,...
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic...
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on...
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Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use...
Generate conventional commit messages automatically. Use when user runs git commit, stages changes, or asks for...
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean...
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases:...
This skill should be used at the start of any computationally intensive scientific task to detect and report...
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL),...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for...
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations,...