What is the recommended React Flow node communication pattern?

The skill enforces a direct update pattern where source nodes update target nodes to bypass common App-level state bottlenecks, using custom events for asynchronous data like task IDs.

How does this skill handle Sora2 API differences?

It provides specific logic to distinguish between Juxin and Zhenzhen platforms, managing model names (sora-2-all vs sora-2-pro) and character creation parameters automatically.

Why does the skill mandate a 30-second polling interval?

To prevent 429 Rate Limit errors common in AIGC API integrations; the skill provides standardized polling logic to ensure stable task monitoring.

Does this skill help with React Flow performance?

Yes, it specifically includes rules to avoid infinite re-render loops by managing useEffect dependency arrays and utilizing the useNodeId hook correctly.

WinJin AIGC Development Framework

Name: WinJin AIGC Development Framework
Author: leon30083

byleon30083

•

API Development

Standardizes AIGC video generation development with specialized Sora2 API integration and React Flow node-based workflow patterns.

The WinJin AIGC skill provides a comprehensive development framework for building sophisticated AI video generation tools using Electron, Express, and React Flow. It offers strict implementation patterns for the Sora2 API, ensuring compatibility across Juxin and Zhenzhen platforms while preventing common pitfalls like API 404s and rate limiting. By codifying best practices for React Flow node communication and state management, it helps developers build stable, event-driven AIGC workflows and interactive video editing interfaces.

Key Features

01Cross-platform character creation and reference formatting for Sora2

02Robust event-driven architecture for asynchronous node-to-node data passing

03Standardized React Flow node patterns using useNodeId and optimized useEffect dependencies

042 GitHub stars

05Sora2 API integration guidelines with dual-platform compatibility logic

06Automatic error prevention for high-frequency AIGC development issues

Use Cases

01Building complex node-based editors using React Flow and Vite

02Implementing cross-platform Electron applications with AI backend services

03Developing AI-powered video generation workflows with Sora2 integration

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add leon30083/wenjing-aigc winjin-dev

For use in Claude.ai and ChatGPT

Download Skill