Claude Skill
jaechang-hits/SciAgent-Skills
SciAgent-Skills为Claude Code和AI代理提供197项开源生物信息学与生命科学技能，BixBench准确率达92.0%，涵盖RNA测序、单细胞分析、药物发现、蛋白质组学等。
概览
仓库信息
安装这个 Skill
git clone https://github.com/jaechang-hits/SciAgent-Skills.gitRegistry 信息
git clone https://github.com/jaechang-hits/SciAgent-Skills.gitgit clone https://github.com/jaechang-hits/SciAgent-Skills.git .sciagent-skills
项目简介
SciAgent-Skills 是一个包含197项生物信息学与生命科学技能的开源库，专为Claude Code和AI代理设计。它在BixBench上达到92.0%的准确率，涵盖RNA测序、单细胞分析、药物发现、蛋白质组学等领域，为OmicsHorizon平台提供支持。
197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% accuracy. RNA-seq, single-cell, drug discovery, proteomics, and more. Powers OmicsHorizon.
要点
- 197项即用型生物信息学与生命科学技能
- 在BixBench基准测试中达到92.0%准确率
- 涵盖RNA测序、单细胞分析、药物发现、蛋白质组学和基因组学
- 专为Claude Code和AI代理集成设计
- 开源且由社区驱动开发
使用场景
- 自动化RNA测序数据分析流程
- 单细胞转录组数据处理与解读
- 药物发现与化学信息学工作流
- 蛋白质组学与基因组学数据挖掘
- 增强AI代理在生命科学研究中的能力
README 摘要
# SciAgent-Skills <p align="center"> <img src="https://img.shields.io/badge/skills-199-blue?style=for-the-badge" alt="199 Skills"> <img src="https://img.shields.io/badge/BixBench-92.0%25-brightgreen?style=for-the-badge" alt="BixBench 92.0%"> <img src="https://img.shields.io/badge/license-CC--BY--4.0-lightgrey?style=for-the-badge" alt="CC-BY-4.0"> <img src="https://img.shields.io/github/stars/jaechang-hits/SciAgent-Skills?style=for-the-badge" alt="GitHub Stars"> </p> > **Turn your AI coding agent into a life sciences expert** — 199 bioinformatics skills for Claude Code covering RNA-seq, single-cell analysis, genomics, proteomics, drug discovery, and more. Boosted [BixBench](https://github.com/Future-House/BixBench) from 65% to 92%. Open source. **SciAgent-Skills** is the largest open-source skill library for scientific AI agents. It equips [Claude Code](https://docs.anthropic.com/en/docs/claude-code) (and any markdown-compatible agent) with domain-specific knowledge for computational biology, bioinformatics, cheminformatics, and biostatistics — no fine-tuning required, just plug in and analyze. **Keywords:** bioinformatics AI agent, Claude Code skills, scientific computing, RNA-seq analysis, single-cell RNA-seq, drug discovery pipeline, protein structure prediction, computational biology tools, life science automation, BixBench benchmark ## Benchmark: 92.0% on BixBench-Verified-50 <p align="center"> <img src="assets/benchmark.png" alt="BixBench bioinformatics benchmark results — SciAgent-Skills achieves 92.0% accuracy" width="700"> </p> [BixBench](https://github.com/Future-House/BixBench) is a benchmark for evaluating AI agents on real-world bioinformatics tasks. **SciAgent-Skills achieved 92.0% accuracy** on BixBench-Verified-50, the highest among all t