Skill UI

This skill acts as a curated guide and index for AI/ML applications across diverse scientific domains, including biology, chemistry, climate science, and genomics. It helps researchers discover high-signal datasets, state-of-the-art models, and interactive demos hosted on platforms like Hugging Face, allowing for advanced tasks such as drug discovery, protein design, or climate modeling.

Analyzes commit history using advanced heuristics to create a clean, objective, and highly structured Pull Request (PR) description. It automatically groups changes by domain, infers feature types, and summarizes the functional impact, minimizing manual effort and required tokens. Ideal for maintaining consistency and improving code review clarity across large codebases.

This comprehensive, zero-trust security auditor scans third-party AI agent skills before installation. It performs a rigorous 6-phase review process, analyzing surface patterns, script integrity, permissions, and supply chain risks. It is designed to detect malicious payloads, credential theft, instruction overrides, and prompt injection attacks, ensuring secure AI development and deployment.