SKILL·8557B8

Agent Prompt Evolution

majiayu000
Updated 3 months ago
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Metaaidesign

About

This skill systematically tracks and optimizes the specialization of AI agents during methodology development. Use it when generic agents show significant performance gaps, for multi-experiment comparisons, or to analyze methodology transferability. It captures agent evolution, specialization decisions, and reusability to enable cross-experiment learning.

Quick Install

Claude Code

Recommended
Primary
npx skills add majiayu000/claude-skill-registry -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/majiayu000/claude-skill-registry
Git CloneAlternative
git clone https://github.com/majiayu000/claude-skill-registry.git ~/.claude/skills/Agent Prompt Evolution

Copy and paste this command in Claude Code to install this skill

GitHub Repository

majiayu000/claude-skill-registry
Path: skills/data/agent-prompt-evolution
0
FAQ

Frequently asked questions

What is the Agent Prompt Evolution skill?

Agent Prompt Evolution is a Claude Skill by majiayu000. Skills package instructions and resources that Claude loads on demand, so Claude can perform Agent Prompt Evolution-related tasks without extra prompting.

How do I install Agent Prompt Evolution?

Use the install commands on this page: add Agent Prompt Evolution to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.

What category does Agent Prompt Evolution belong to?

Agent Prompt Evolution is in the Meta category, tagged ai and design.

Is Agent Prompt Evolution free to use?

Yes. Agent Prompt Evolution is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.

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