Show HN: SciCraft – generate scientific Claude Code skills on demand (176 built) (github.com)

A new project called SciCraft has launched a repository containing 176 validated scientific skills designed for AI coding agents, with applications spanning genomics, drug discovery, biostatistics, and more. Utilizing a novel framework called CLAUDE.md, the system automates the generation of production-quality coding skills through a structured six-step workflow. Users can prompt Claude Code with a specific topic, which the AI will classify, research, write, and validate the skill in mere minutes, facilitating efficient coding and development in scientific computing. This initiative is significant for the AI/ML community as it streamlines the process of creating and validating code for various scientific domains, thus enhancing productivity and reducing the learning curve for researchers and developers alike. Each skill not only comes with extensive documentation but also includes runnable code blocks, key parameters, and troubleshooting guides, ensuring that users can effectively implement these skills without extensive prior knowledge. By democratizing access to sophisticated computational tools, SciCraft positions itself as a comprehensive skill factory for the evolving needs of scientific research and analysis, fostering innovation across disciplines.