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continuous-learning-v2

Extract atomic instincts from Claude Code sessions with confidence scoring.

Updated Mar 21, 2026
Search Tags:#skills#agents#claude-code#instincts#continuous-learning#project-scoped#hook-based-observation
One-click install
npx skills add https://github.com/hieuck/Pro5ChromeManager --skill continuous-learning-v2-hieuck
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning-v2
Source: https://github.com/hieuck/Pro5ChromeManager/tree/main/skills/continuous-learning-v2
Command: npx skills add https://github.com/hieuck/Pro5ChromeManager --skill continuous-learning-v2-hieuck

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Instinct-based learning system that turns Claude Code sessions into reusable knowledge by extracting atomic instincts with confidence scoring, and evolves them into skills, commands, and agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.

Core Features & Use Cases

  • Atomic instincts with confidence scoring that can evolve into skills, commands, or agents.
  • Project-scoped instincts to prevent cross-project contamination and enable per-repo learning.
  • Local, privacy-preserving learning with a structured persistence of instincts and evolved assets.

Quick Start

Configure and start the local observer to begin collecting instinct-based patterns from Claude Code sessions.

Frequently Asked Questions about continuous-learning-v2

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I save Claude Code session patterns as reusable instincts?▼

To extract atomic instincts with confidence scoring, configure a hook-based observer to monitor Claude Code sessions. It evaluates session interactions locally and persists the extracted patterns as structured, reusable knowledge.

Can I scope learned Claude Code instincts to a specific repository?▼

Yes, project-scoped instincts prevent cross-project contamination by confining learned patterns to specific repositories. This isolates per-repo learning while still preserving global patterns across your other projects.

How do I promote learned instincts into Claude Code skills or agents?▼

You promote learned instincts into Claude Code skills or agents by using the provided local tooling to evolve atomic patterns. This transforms captured knowledge into functional commands or agents for future use.

Does continuous learning for Claude Code work without cloudsync?▼

Yes, continuous learning for Claude Code works without cloudsync by relying on local, privacy-preserving learning. The system stores instincts and evolved assets using structured persistence entirely on your machine.

What is the best way to export and import Claude Code instincts across projects?▼

The best way to export and import Claude Code instincts across projects is by using the built-in local tooling. This allows you to transfer project-scoped instincts and evolved assets between different local environments.

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