Scientific Agent Skills is an open-source repository created by K-Dense AI that provides a standardized library of more than 165 validated agent skills and over 100 scientific database connectors. Built to empower AI agents to act as autonomous and collaborative co-scientists, the framework spans specialized disciplines including molecular biology, genomics, cheminformatics, drug discovery, quantum mechanics, clinical literature analysis, and computational chemistry. Each skill encapsulates rigorous scientific domain logic, API schemas, and validation routines.
Unlike generic prompt libraries or single-purpose API wrappers, Scientific Agent Skills is designed for composable, multi-step research execution. Agents can seamlessly chain complex scientific workflows—such as querying PubMed and bioRxiv for literature review, traversing citation graphs, extracting structured experimental methodology from scientific PDFs, and cross-referencing chemical compounds against databases like PubChem, UniProt, and PDB. The library enforces strict data validation to minimize hallucinations during experimental design.
The library adheres to the open Agent Skills specification and is completely framework-agnostic. It integrates natively with leading AI coding and agent environments, including Claude Code, Cursor, Codex, Pi, Antigravity, and Open WebUI. Researchers and developers can load individual skills into their agents on demand or mount domain-specific tool packs, enabling agents to execute laboratory computations, parse tabular experimental datasets, and run scientific analysis scripts in sandbox environments.
The core Scientific Agent Skills library is free and open-source under the MIT license, allowing academic researchers, bioinformaticians, and software engineers to inspect, customize, and self-host all skills without license fees. For organizations and enterprises seeking managed execution, cloud infrastructure, and collaborative multi-user workspaces, K-Dense offers K-Dense Web with tiered credit and subscription plans (Plus at $199/month, Team at $499/month, and academic grant discounts).
