SKILL·FFC7BE

Agent Prompt Evolution

mattnigh
Updated 1 month ago
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Metaaidesign

About

This skill systematically tracks and optimizes how AI agents specialize during development, capturing decisions on when and why to create specialized versions. It is used when a performance gap emerges between generic agents or when comparing multiple experiments. The process enables cross-experiment learning and assesses agent reusability with minimal overhead.

Quick Install

Claude Code

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

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

GitHub Repository

mattnigh/skills_collection
Path: collection/yaleh__meta-cc__claude__skills__agent-prompt-evolution__SKILL.md
0
FAQ

Frequently asked questions

What is the Agent Prompt Evolution skill?

Agent Prompt Evolution is a Claude Skill by mattnigh. 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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