Manages logging, progress tracking, and environment access for Synapse plugin development.
The Synapse RuntimeContext API skill provides developers with essential guidance for managing plugin execution state and observability within the Synapse ecosystem. It covers comprehensive methods for tracking job progress, recording metrics like loss and accuracy, and handling user-facing messages across specialized contexts such as training, inference, and data export. By utilizing this skill, developers can ensure their plugins interact correctly with the Synapse backend, providing real-time feedback and robust error handling through a standardized logging and client interface.
主要功能
011 GitHub stars
02Standardized metrics recording for training and inference workflows
03Real-time progress tracking with multi-phase category support
04Support for specialized contexts like TrainContext and InferenceContext
05User-facing logging with severity-based UI color coding
06Secure access to environment variables and backend clients
使用场景
01Debugging plugin execution using event-based and development logging
02Managing API keys and environment configurations within custom actions
03Implementing live training status updates in machine learning plugins
