continuous-learning-v2

You can capture Claude Code session patterns by enabling observation hooks that log repeated tool usage and fixes as atomic instincts with confidence scores. These instincts then cluster into skills, commands, or agents to automate workflows.

Atomic instincts are small, actionable units derived from observed session patterns, each carrying a confidence score. They serve as the foundational building blocks that evolve into skills, commands, or agents for automating software development workflows.

You can automate repeated coding rituals by using a lightweight observer to log sessions and capture patterns as atomic instincts. These instincts automatically evolve into reusable automations, speeding up future software development work.

Yes, you can export and import learned instincts across code workflows. After initializing the directory structure and enabling observation hooks, use the instinct commands to manage status, import, export, or evolve your captured patterns.

No, you do not need to manually define rules to evolve instincts into commands. The skill uses observation-driven learning with confidence scoring to automatically cluster atomic instincts into skills, commands, and agents.