What are 'instincts' in the Continuous Learning skill?

Instincts are atomic units of learned behavior, such as a preference for functional programming or a specific error-handling pattern, captured from your interactions and weighted by confidence.

How do I promote a project-specific instinct to global scope?

You can use the /promote command to manually move an instinct, or rely on the system to suggest promotion when it detects the same high-confidence pattern in two or more projects.

How does project-scoping work in version 2.1?

The system detects your project via git remote URLs or repository paths, ensuring that instincts learned in a React project don't interfere with your Python or Go workflows.

What is the difference between hooks and standard skills for learning?

Standard skills are probabilistic and may not always trigger; hooks are deterministic and fire 100% of the time, ensuring no learning opportunities or user corrections are missed.

Does this skill send my code to an external server?

No. All observations, project mappings, and learned instincts are stored locally on your machine within the ~/.claude/homunculus/ directory.

Continuous Learning v2 (Instincts)

Name: Continuous Learning v2 (Instincts)
Author: saar120

bysaar120

0•

Productivity & Workflow

Automates behavioral learning and pattern recognition from Claude Code sessions to build a personalized library of project-scoped and global coding instincts.

Continuous Learning v2 is an advanced behavioral extraction system that transforms your Claude Code interactions into a self-evolving knowledge base. By utilizing deterministic hooks to monitor tool usage and user corrections with 100% reliability, it identifies atomic 'instincts'—small, weighted behaviors that govern how Claude should approach specific tasks. Version 2.1 introduces critical project-scoping, ensuring that framework-specific patterns stay isolated within their respective repositories while universal best practices are promoted to global scope, effectively creating an AI assistant that grows more attuned to your specific coding style and requirements with every session.

Key Features

010 GitHub stars

02Automated evolution of instincts into full skills, commands, and agents

03Smart promotion logic for moving project-specific patterns to global scope

04Atomic instinct creation with weighted confidence scoring (0.3 to 0.9)

05Project-scoped isolation to prevent cross-project pattern contamination

06Deterministic Pre/PostToolUse hooks for comprehensive session observation

Use Cases

01Building a global library of personal security and validation best practices

02Capturing and enforcing project-specific coding conventions and file structures automatically

03Turning repeated manual refactoring workflows into reusable automated commands

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add saar120/skillgate-registry continuous-learning-v2

For use in Claude.ai and ChatGPT

Key Features

010 GitHub stars

02Automated evolution of instincts into full skills, commands, and agents

03Smart promotion logic for moving project-specific patterns to global scope

04Atomic instinct creation with weighted confidence scoring (0.3 to 0.9)

05Project-scoped isolation to prevent cross-project pattern contamination

06Deterministic Pre/PostToolUse hooks for comprehensive session observation

Use Cases

01Building a global library of personal security and validation best practices

02Capturing and enforcing project-specific coding conventions and file structures automatically

03Turning repeated manual refactoring workflows into reusable automated commands