Learn New Things

Learn New Things - Continuous Learning Heartbeat

Autonomous learning loop that periodically expands the knowledge base through research, extraction, and connection discovery. Runs locally using existing skills and sub-agents.

Overview

This heartbeat skill implements a continuous learning cycle:

1. Research - Discover cutting-edge papers and developments
2. Extract - Pull unique insights into Document Insights
3. Connect - Map discoveries to existing knowledge base
4. Commit - Save results to dedicated git branch, return to main
5. Rest - Wait for next cycle

Each cycle is a complete learning session. The heartbeat never "completes" - it continuously learns.

Git Workflow: Each learning session commits to its own branch (learning/YYYY-MM-DD-topic-slug), then returns to main. This keeps main clean while preserving all learning for selective merging.

Dependencies