Science Skills Common Utilities
Provides a shared, resilient HTTP client with built-in rate limiting and exponential backoff for scientific computing skills.
Science Skills Common is a shared Python utility package designed to underpin scientific and bioinformatics agent capabilities within the Zorai ecosystem. It delivers a standardized, robust HTTP client equipped with automated rate limiting, retry policies, and exponential backoff to guarantee reliable interactions with external biological databases and web services. Functioning as a shared dependency rather than a standalone prompt skill, it streamlines network requests and protects workflows against transient failures and API throttling.
Características Principales
01Unified HTTP client tailored for biological and scientific web services
02Automatic installation via inline uv dependency declarations
03Intelligent retry handling with exponential backoff strategies
04Configurable automated rate limiting to prevent API throttling
05320 GitHub stars
06Standardized foundation across multiple scientific exploration skills
Casos de Uso
01Querying scientific data repositories and protein sequence databases reliably
02Providing a shared network dependency layer across Zorai science plugins
03Mitigating network timeouts and transient errors in automated science pipelines