K-Dense-AIOfficial·150 Agent Skills Included

scientific-agent-skills

Turn your AI agent into a scientific research assistant

Equips AI agents with 163 ready-to-use skills for scientific research across biology, chemistry, medicine, physics, and data analysis. Covers genomics, drug discovery, medical imaging, Bayesian modeling, quantum computing, geospatial analysis, and 100+ scientific databases. Eliminates manual lookup of library APIs and database schemas so agents execute multi-step research workflows correctly on the first attempt.

41,114|3,794

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npx skills add K-Dense-AI/scientific-agent-skills --all -g -y

All Skills in This Repository (150)

Pure Emerald Level Indicators

📦 In Repo

K-Dense-AI

polars-bio

Process genomic intervals with Polars DataFrames and DataFusion.

benchling-integration

Automate Benchling data access and lab tasks via the Python SDK.

networkx

Analyze and manipulate graphs in Python using NetworkX's Graph, DiGraph and MultiGraph types and algorithms.

anndata

Create, read, write, and manipulate AnnData objects for single-cell analyses.

scikit-survival

Model censored survival data with Cox, ensemble, and SVM methods in Python.

scientific-brainstorming

Facilitate structured ideation sessions to generate novel research hypotheses.

pymc

Build, fit, and validate Bayesian models with PyMC using MCMC and variational inference.

shap

Compute SHAP values to attribute model predictions to input features.

umap-learn

Reduce high-dimensional data to lower-dimensional embeddings with UMAP.

imaging-data-commons

Query IDC imaging data and retrieve matching series using idc-index.

geomaster

Consolidate GIS, remote sensing, and ML tasks into one geospatial workflow.

sympy

Perform symbolic algebra, calculus, and equation solving in Python with SymPy.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Scientific Agent Skills?▼

Run `npx skills add K-Dense-AI/scientific-agent-skills --all -g -y` in your terminal to install all 163 skills globally.

What can Scientific Agent Skills do?▼

It gives your AI agent curated instructions for scientific libraries and databases, covering bioinformatics, cheminformatics, medical imaging, statistics, geospatial analysis, and literature research.

Which AI agents work with these skills?▼

Any agent supporting the open Agent Skills standard works, including Claude Code, Cursor, Codex, and Google Antigravity.

Can AI agents run bioinformatics workflows with this?▼

Yes. Skills cover single-cell RNA-seq, genomic interval analysis, variant surveillance, protein design, and direct queries to databases like 1000 Genomes and Imaging Data Commons.

Do I need coding experience to use these skills?▼

No. Once installed, your AI agent reads each skill's instructions and executes the underlying Python or API calls from your plain-English requests.