synapse

What problem does it solve?

Manually identifying automation opportunities and creating new AI skills is time-consuming. Synapse automates this process by observing your work patterns, recommending, and even generating skills you need.

Core Features & Use Cases

• Cortex Memory Analysis: Detects recurring patterns (e.g., API calls, data processing, errors) from your Cortex session history.
• PRD & Task Analysis: Scans project requirements documents (PRDs) and TODO lists to identify explicit skill needs and automation opportunities.
• Automatic Skill Generation: Creates new skills without user intervention when high-priority patterns emerge, making them instantly available to Claude.
• Prioritized Recommendations: Generates Synapse_RECOMMENDATIONS.md with actionable, prioritized skill suggestions, even if not auto-generated.
• Use Case: Imagine you frequently perform a specific data transformation. Synapse observes this pattern, automatically generates a 'data-transformer' skill, and the next time you need it, Claude uses the new skill, saving you the effort of writing the code yourself.

Quick Start

Run the auto-generator script once. Synapse will then automatically monitor your work, detect recurring patterns, and generate new skills as needed, making them instantly available to Claude. python .claude/skills/synapse/scripts/auto_skill_generator.py