Synapse

소개

Synapse acts as the intelligence layer for your development environment by monitoring activity logs, PRDs, and task lists to identify recurring work patterns. When specific actions or requirements meet a frequency threshold, the system automatically suggests or generates new, modular skills to automate those workflows. By integrating directly with Cortex memory, it creates a self-improving ecosystem where new capabilities emerge organically from actual usage, ensuring that your AI assistant evolves alongside your project's specific needs.

주요 기능

• Prioritized recommendation system that classifies skill needs from low to critical
• Unified analysis of Cortex memory logs, PRD files, and project task lists
• 1 GitHub stars
• Seamless integration with multiple LLMs and existing Git or cron-based workflows
• Frequency-based pattern detection with customizable thresholds for skill identification
• Automatic skill generation including YAML frontmatter, scripts, and Cortex API integration

사용 사례

• Transforming PRD requirements and roadmap items into actionable, specialized AI skills
• Identifying and automating frequent API call sequences or data processing tasks
• Maintaining a self-evolving development environment that adapts to recurring project bottlenecks