---
name: Continuous Learning V2 Spec
description: Professional SynthOperator AI Agent Skill.
author: synthoperator
---

# Continuous Learning v2 Spec

This document captures the v2 continuous-learning architecture:

1. Hook-based observation capture
2. Background observer analysis loop
3. Instinct scoring and persistence
4. Evolution of instincts into reusable skills/commands

Primary implementation lives in:
- `skills/continuous-learning-v2/`
- `scripts/hooks/`

Use this file as the stable reference path for docs and translations.