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continuous-learning-v2

Observe coding sessions to generate atomic instincts and manage them across projects.

1|Updated Mar 5, 2026
Search Tags:#automation#project management#skills#learning#agent development#code patterns#instincts
One-click install
npx skills add https://github.com/novvoo/skill-router --skill continuous-learning-v2-novvoo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning-v2
Source: https://github.com/novvoo/skill-router/tree/main/agent/skills/continuous-learning-v2
Command: npx skills add https://github.com/novvoo/skill-router --skill continuous-learning-v2-novvoo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automatically learns patterns from your coding sessions, turning them into reusable instincts, skills, commands, or agents, and helps manage them across projects.

Core Features & Use Cases

  • Automatic Instinct Creation: Observes your tool usage and corrections to create atomic "instincts".
  • Project Scoping: Isolates learned patterns within specific projects to prevent contamination.
  • Instinct Evolution: Clusters instincts into more complex skills, commands, or agents.
  • Promotion: Promotes high-confidence, cross-project instincts to global scope.
  • Use Case: As you consistently use a specific pattern for error handling in your React project, the system learns this pattern and can later suggest it or even evolve it into a reusable component or utility function.

Quick Start

Run /instinct-status to see your learned instincts.

Frequently Asked Questions about continuous-learning-v2

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

FAQPage Schema
How do I automatically learn code patterns from my coding sessions?▼

To automatically learn code patterns, this Skill uses a background observer agent to monitor your tool usage and corrections, generating atomic instincts for future reuse.

How does automatic instinct creation work during agent development?▼

Automatic instinct creation works by leveraging hooks for 100% observation reliability during agent development, using a background Haiku agent to efficiently detect patterns and create instincts.

Can I isolate learned instincts to prevent project management contamination?▼

Yes, you can isolate learned instincts using project-specific scoping, which prevents contamination by keeping observed patterns strictly within their respective project boundaries.

How do I manage and view my learned instincts?▼

You can manage and view your learned instincts by running the `/instinct-status` command, which displays the patterns currently observed and stored within your session environment.

What is the best way to evolve learned instincts into reusable skills or agents?▼

The best way to evolve learned instincts into reusable skills or agents is through clustering, where high-confidence, cross-project patterns are promoted to a global scope for broader application.

Do I need any dependencies to use continuous learning for project management?▼

No dependencies are required to use continuous learning for project management, as the Skill operates independently using its internal scripts, references, and assets to manage the learning lifecycle.

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