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amp-improve

Analyze improvement ideas against AI capabilities to generate actionable implementation plans.

Updated Jun 4, 2026
Search Tags:#AI capabilities#planning#workflow design#improvement#idea workshop#system enhancement
One-click install
npx skills add https://github.com/hemory/amp --skill amp-improve
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: amp-improve
Source: https://github.com/hemory/amp/tree/main/.claude/skills/amp-improve
Command: npx skills add https://github.com/hemory/amp --skill amp-improve

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill acts as your AI design partner, helping you refine vague ideas for improving the Amp system into concrete, actionable implementation plans.

Core Features & Use Cases

  • Idea Workshop: Transform a high-level improvement concept into detailed requirements and a clear plan.
  • Capability Discovery: Identify how new or existing AI features can solve your problems.
  • System Audit: Review your current usage of AI capabilities to find underutilized potential.
  • Use Case: You have a thought like "I wish Amp could automatically remind me about follow-ups after meetings." This Skill will help you flesh that out into a specific feature request, identify the best AI tools to use, and outline the steps to build it.

Quick Start

Use the amp-improve skill to workshop a new idea for better meeting follow-ups.

Frequently Asked Questions about amp-improve

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

FAQPage Schema
How do I turn a vague idea for system enhancement into an actionable plan?▼

An idea workshop refines system enhancement ideas by analyzing requirements against AI capabilities, guiding you through research, capability matching, and structured planning to generate a concrete action plan.

What is the best way to identify AI capabilities for workflow design improvements?▼

Identifying AI capabilities for workflow design involves a system audit that reviews your current usage patterns to find underutilized potential and matches new feature requests with the best available AI tools to solve specific problems.

Can I use this to workshop an improvement idea for a specific AI feature like meeting follow-ups?▼

Yes, you can workshop an improvement idea for specific AI features like meeting follow-ups by providing a high-level concept, which the tool fleshes out into a detailed feature request and implementation steps using focused questioning.

How does capability discovery work when planning system enhancements?▼

Capability discovery works by analyzing your stated system enhancement needs and mapping them to new or existing AI features, ensuring your improvement plan leverages the most appropriate tools to solve the targeted problem.

What are the limitations of using an idea workshop for AI system improvement?▼

The limitation of an idea workshop is that it focuses strictly on refining concepts into actionable plans through structured questioning, meaning it provides planning and capability matching rather than executing the code implementation itself.

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