Synapse

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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.

Características Principales

• 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

Casos de Uso

• 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