---
title: "Continuous Learning v2 Spec"
description: "This document captures the v2 continuous-learning architecture:"
type: skill
canonical_url: https://claudary.paisolsolutions.com/skills/continuous-learning-v2-spec
source: "Claudary"
difficulty: intermediate
author: "Claude Code Knowledge Pack"
date: 2026-07-10T11:18:57.998Z
license: CC-BY-4.0
attribution: "Continuous Learning v2 Spec — Claudary (https://claudary.paisolsolutions.com/skills/continuous-learning-v2-spec)"
---

# Continuous Learning v2 Spec
This document captures the v2 continuous-learning architecture:

## Overview

# 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.

---

Source: [Claudary](https://claudary.paisolsolutions.com/skills/continuous-learning-v2-spec) · https://claudary.paisolsolutions.com