Can I use this skill to run heavy machine learning workloads?

Yes, by using ExecutionMode.JOB, you can leverage the RayJobExecutor which provides the isolation and scaling necessary for heavy workloads.

How do I discover plugins stored in a specific directory?

You can use the PluginDiscovery.from_path('/path/to/plugin') method to inspect the directory and list all available actions programmatically.

What is the difference between LOCAL and TASK execution modes?

LOCAL mode runs the plugin within the current process for easy debugging, while TASK mode uses Ray Actors for faster startup and medium workloads in distributed environments.

How do I list all available actions within a plugin?

Once you have initialized a discovery instance using PluginDiscovery, simply call discovery.list_actions() to retrieve a list of all executable action names.

Synapse Plugin Execution

Name: Synapse Plugin Execution
Author: datamaker-kr

bydatamaker-kr

•

Ciencia de Datos y ML

Facilitates the programmatic execution and discovery of Synapse plugins across local and distributed environments.

This skill provides comprehensive guidance on executing Synapse plugins programmatically using the Synapse SDK. It covers various execution modes, including local in-process execution for development, Ray Actor-based tasks for fast startup, and Ray Job execution for heavy distributed workloads. Users can learn how to discover plugins from paths or modules, inspect available actions, and manage execution parameters and metadata, making it an essential tool for developers building scalable AI-powered workflows within the Synapse ecosystem.

Características Principales

01Programmatic execution via the run_plugin function

02Support for multiple execution modes: LOCAL, TASK, and JOB

03Direct executor control for specialized infrastructure needs

04Dynamic plugin discovery from file paths or Python modules

05Action inspection and metadata retrieval capabilities

061 GitHub stars

Casos de Uso

01Automating machine learning training and inference pipelines

02Building dynamic plugin discovery systems for modular AI applications

03Switching between local development and distributed Ray cluster execution

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add datamaker-kr/synapse-claude-marketplace plugin-execution

For use in Claude.ai and ChatGPT

Download Skill