synapse-sdk 2025.11.14

synapse sdk

🧠 Synapse SDK

A Python SDK for building and managing ML plugins, data annotation workflows, and AI agents.

✨ Features

• 🔌 Plugin System: Create and manage ML plugins with categories like neural networks, data validation, and export tools
• 🤖 Agent Management: Backend and Ray-based agent clients for distributed AI workflows
• 🔄 Data Converters: Convert between formats (COCO, Pascal VOC, YOLO) and annotation schemas
• 🛠️ Development Tools: Interactive web dashboard for monitoring and debugging
• ⚡ CLI Interface: Command-line tool for configuration, plugin management, and development

📅 Versioning

Synapse SDK uses CalVer (Calendar Versioning).
The version format is YYYY.MM.PATCH, based on the release year and month.

Examples:

• 2025.9.5 → 5th release in September 2025
• 2025.10.1 → 1st release in October 2025

We recommend using the latest monthly release.
If needed, you can pin to a specific month, e.g. 2025.9.*.

🚀 Quick Start

pip install synapse-sdk
synapse --help

🔍 Code Review

This repository uses systematic code review with P1-P4 priority rules:

Using the Review-PR Command

Review pull requests using the integrated review system:

# Review a PR with English comments  
/review-pr 123

# Review a PR with Korean comments
/review-pr 123 ko

Code Review Priority Levels

• P1_rules.md - Security and Stability (Critical) 🔴
• P2_rules.md - Core Functionality (High Priority) 🟡
• P3_rules.md - Best Practices (Medium Priority) 🟠
• P4_rules.md - Code Style (Low Priority) 🔵

Review Process

1. Automated Analysis: The review-pr command systematically applies P1-P4 rules
2. Priority-Based Feedback: Issues are categorized by severity and impact
3. Actionable Comments: Each issue includes specific recommendations and rule references
4. Language Support: Comments can be generated in English or Korean
5. Decision Logic:
   • P1, P2, or P3 violations → Request Changes
   • Only P4 violations or no issues → Approve

See AGENT.md for complete development guidelines and code review rules.

📚 Documentation

Docs https://docs.synapse.sh