[GitHub Trending] K-Dense-AI/scientific-agent-skills

7.1 relevance

Large library of scientific agent skills with strong community adoption.

AI/ML github.com

Answer the board on AI readiness

Arrive with evidence, not opinion. See how your foundation benchmarks against your peers, get a clear read, and leave with a ranked place to start.

Why It Matters

For a solutions architect focused on AI/ML agent orchestration and platform engineering, this repo provides a production-ready, open-source pattern for building domain-specific agent skills with a standardized plugin interface, enabling you to extend any agent framework (LangGraph, CrewAI) with curated scientific tooling and databases without vendor lock-in.

Key Takeaways

Evaluate the Agent Skills standard and plugin architecture as a reusable pattern for packaging and distributing domain-specific capabilities across your multi-agent systems.

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 175,000+ scientists worldwide. 163 ready-to-use validated skills plus 100+ scientific databases covering bio...

Summary

K-Dense open-sourced Scientific Agent Skills, a collection of 163 ready-to-use research skills for any AI agent supporting the Agent Skills standard, now compatible with Cursor, Claude Code, Codex, and Google Antigravity. The companion K-Dense BYOK app runs locally on your desktop, supports 40+ models via your own API keys, and provides a full research workspace with web search, file handling, and 100+ scientific databases while keeping data on your machine, with optional cloud scaling through Modal for heavy workloads. Skills span cancer genomics, drug-target binding, molecular dynamics, microbiome foundation models, and PK/PD modeling, packaged as a portable plugin for easy integration.

Author

K-Dense-AI