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YuriNakayama
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instinct-evolve

Cluster related instincts into commands, skills, or agents.

Updated Jun 25, 2026
Search Tags:#skill generation#AI automation#command generation#agent generation#instinct clustering
One-click install
npx skills add https://github.com/YuriNakayama/neurogolf --skill instinct-evolve-yurinakayama
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: instinct-evolve
Source: https://github.com/YuriNakayama/neurogolf/tree/main/.claude/skills/instinct-evolve
Command: npx skills add https://github.com/YuriNakayama/neurogolf --skill instinct-evolve-yurinakayama

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps organize related instincts into higher-level structures, such as commands, skills, or agents, improving efficiency and systematization.

Core Features & Use Cases

  • Instinct Clustering: Analyzes instincts and clusters related ones into commands, skills, or agents based on domain similarity, trigger patterns, and action sequences.
  • Command Creation: Automatically generates commands for user-invoked actions.
  • Skill Creation: Automatically generates skills for auto-triggered behaviors.
  • Agent Creation: Automatically generates agents for complex, multi-step processes.
  • Use Case: Imagine you have a set of instincts related to database management. Use this Skill to cluster them into a comprehensive database management skill.

Quick Start

Run the '/instinct-evolve' command to analyze instincts and suggest evolutions.

Frequently Asked Questions about instinct-evolve

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

FAQPage Schema
How do I cluster related instincts into commands, skills, or agents?▼

Clustering related instincts into commands, skills, or agents is done by analyzing domain similarity, trigger patterns, and action sequences to group related instincts into higher-level automated structures using the /instinct-evolve command.

What is the difference between a command, a skill, and an agent when automating actions?▼

Commands are generated for user-invoked actions, skills for auto-triggered behaviors, and agents for complex, multi-step processes. This structure organizes related instincts into higher-level automated workflows based on their trigger patterns and action sequences.

How do I generate an agent for a complex, multi-step process?▼

You generate an agent for a complex, multi-step process by using instinct clustering to group related action sequences. The system automatically creates an agent when it detects complex, multi-step processes within your analyzed instincts.

Can I automatically generate commands for user-invoked actions?▼

Yes, you can automatically generate commands for user-invoked actions. The system analyzes your instincts and detects user-invoked action patterns to automatically create the corresponding commands for improved systematization.

What is the best way to organize a set of database management instincts?▼

The best way to organize a set of database management instincts is to use instinct clustering. It analyzes domain similarity and action sequences to group them into a comprehensive, higher-level database management skill or agent.

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