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optimize-prompt

Optimize AI agent prompts across Claude, OpenAI, Gemini, and n8n platforms.

Updated Aug 27, 2026
Search Tags:#optimization#Claude#OpenAI#Gemini#n8n#CLAUDE.md#prompt
One-click install
npx skills add https://github.com/ThepExcel/agent-skills --skill optimize-prompt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: optimize-prompt
Source: https://github.com/ThepExcel/agent-skills/tree/main/optimize-prompt
Command: npx skills add https://github.com/ThepExcel/agent-skills --skill optimize-prompt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps AI teams optimize prompts and system instructions across Claude, OpenAI, Gemini, CLAUDE.md, ChatGPT, and n8n. It provides a consultant workflow to ensure platform-specific alignment and reduces iterative prompt tuning.

Core Features & Use Cases

  • Platform-aware optimization: Tailors prompts to Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n.
  • Phased workflow: Uses DISCOVER → DIAGNOSE → OPTIMIZE → VALIDATE to structure improvements.
  • Checklists & references: Leverages platform checklists and reference materials to guide changes.
  • Use Case: Optimize a system prompt for a Claude Opus model to improve safety and clarity while preserving intent.

Quick Start

  • Provide a base system prompt for a Claude Opus model and a user task, then request an optimized version. The skill returns a platform-specific, ready-to-deploy prompt following the DISCOVER→DIAGNOSE→OPTIMIZE→VALIDATE workflow.

Frequently Asked Questions about optimize-prompt

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

FAQPage Schema
How do I optimize a system prompt for the Claude API?▼

To optimize a system prompt for the Claude API, provide a base prompt and user task to trigger a structured DISCOVER, DIAGNOSE, OPTIMIZE, and VALIDATE workflow that returns a platform-specific, ready-to-deploy prompt.

What is the best way to tailor prompts for different AI models like Gemini and OpenAI?▼

Tailoring prompts for Gemini and OpenAI requires a platform-aware optimization process that aligns instructions with specific model capabilities and platform constraints, reducing iterative prompt tuning through structured validation.

Can I use this prompt optimization workflow for n8n and ChatGPT?▼

Yes, this prompt optimization workflow supports n8n and ChatGPT by applying platform-specific checklists and reference materials to diagnose and refine system instructions across these environments.

How does the DISCOVER, DIAGNOSE, OPTIMIZE, VALIDATE workflow improve prompt engineering?▼

The DISCOVER, DIAGNOSE, OPTIMIZE, VALIDATE workflow improves prompt engineering by structuring improvements sequentially, ensuring prompts are diagnosed for weaknesses and validated against platform constraints before deployment.

Why do my AI agent prompts lose safety and clarity across different platforms?▼

AI agent prompts lose safety and clarity across platforms when they are not tailored to specific model capabilities and constraints, a problem solved by applying platform-aware checklists during the optimization process.

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