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学术技能

Academic Skills 是一个精心策划的经纪人技能合集，用于研究、科学， 工程、分析、金融、写作和科学传播。

该仓库作为开源 Agent Skills 的一个中立分支准备 收集。它保留了可重复使用的技能内容，同时移除上游的内容 组织特定的推广、安装路径和集成跟踪。

包含了什么

此快照包含139个技能目录，归属academic-skills/。

该收藏涵盖：

• 生物信息学、基因组学、单细胞分析和多组学工作流程
• 化学信息学、药物发现、分子建模与蛋白质工程
• 科学 Python 包，如 RDKit、Scanpy、scikit-learn、PyMC， NetworkX、Matplotlib、SymPy、Dask、Astropy 以及许多其他平台
• 科学数据库和查找工作流程
• 地理空间科学、遥感、材料科学、物理学和天文学
• 临床研究、治疗计划、法规写作和医学影像
• 文献综述、同行评审、科学写作、海报、幻灯片、图表， 引用管理与文档处理

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Academic Skills

Academic Skills is a curated collection of agent skills for research, science, engineering, analysis, finance, writing, and scientific communication.

This repository is prepared as a neutral fork of an open-source Agent Skills collection. It keeps the reusable skill content and removes upstream organization-specific promotion, install paths, and integration tracking.

What Is Included

This snapshot contains 139 skill directories under academic-skills/.

The collection covers:

• Bioinformatics, genomics, single-cell analysis, and multi-omics workflows
• Cheminformatics, drug discovery, molecular modeling, and protein engineering
• Scientific Python packages such as RDKit, Scanpy, scikit-learn, PyMC, NetworkX, Matplotlib, SymPy, Dask, Astropy, and many others
• Scientific databases and lookup workflows
• Geospatial science, remote sensing, materials science, physics, and astronomy
• Clinical research, treatment planning, regulatory writing, and medical imaging
• Literature review, peer review, scientific writing, posters, slides, diagrams, citation management, and document processing
• AI, machine learning, forecasting, reinforcement learning, and model interpretation workflows

Each skill usually includes a SKILL.md file plus optional examples, scripts, references, assets, or tests.

Getting Started

These instructions install the portable Agent Skills layer: each skill directory contains a SKILL.md file plus optional scripts/, references/, assets/, or tests/ content. Agent-specific features such as Claude Code hooks, subagent forks, dynamic shell injection, Codex plugin packaging, and OpenCode permission policy are intentionally out of scope for this repository.

Check Compatibility

Validate the repository before installing:

python scripts/validate_compat.py

Preview available skills without installing:

npx skills add crazymsn/academic-skills --list --full-depth

Claude Code

Install every skill for Claude Code into the current project:

npx skills add crazymsn/academic-skills --skill '*' --agent claude-code --copy -y --full-depth

Install globally for the current user:

npx skills add crazymsn/academic-skills --skill '*' --agent claude-code --global --copy -y --full-depth

Claude Code project installs use .claude/skills/; user installs use ~/.claude/skills/ unless CLAUDE_CONFIG_DIR points elsewhere.

Verify a project install:

python scripts/validate_compat.py --agent claude --scope project

Codex

Install every skill for Codex into the current project:

npx skills add crazymsn/academic-skills --skill '*' --agent codex --copy -y --full-depth