continuous-learning-v2

To automatically detect code patterns, this Skill observes your coding sessions using hooks to identify recurring behaviors and creates instincts. It continuously analyzes your code sessions to detect patterns and generate a personalized code knowledge base.

Automated code learning works by observing your live code sessions for patterns and evolving them into instincts. These instincts are assigned confidence scores based on reliability and can be further evolved into full skills, commands, or agents.

To prevent cross-project contamination, the Skill creates project-scoped instincts that are isolated to your current codebase. You can then selectively promote specific project instincts to a global scope only when they are universally applicable.

Yes, you need git and python3 installed in your environment to run this code analysis Skill. You must also enable observation hooks in your code editor to begin learning from your development sessions.

Yes, you can turn detected coding instincts into standalone skills or agents. The Skill allows you to evolve your learned behavioral patterns into full skills, commands, or agents based on their assigned confidence scores.