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prompt-lookup

Search, retrieve, and refine AI prompts with variable-aware template handling.

2|1|Updated Jan 17, 2026
Search Tags:#prompt engineering#prompt library#prompts#prompt templates#prompt improvement#prompt search
One-click install
npx skills add https://github.com/pplmx/ethereal --skill prompt-lookup-pplmx
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-lookup
Source: https://github.com/pplmx/ethereal/tree/main/.claude/skills/prompt-lookup
Command: npx skills add https://github.com/pplmx/ethereal --skill prompt-lookup-pplmx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly find the right AI prompt, retrieve a specific template, or refine an existing prompt instead of starting from scratch.

Core Features & Use Cases

  • Prompt Search: Look up prompts by keyword, category, or tag when you need a starting point for a task.
  • Prompt Retrieval: Fetch a specific prompt by ID and use it as-is or adapt it to your workflow.
  • Prompt Improvement: Turn a rough prompt into a clearer, more effective instruction for text, image, video, or audio output.
  • Use Case: A user wants a code review prompt for a software team and can search, compare results, and improve the best match before sharing it.

Quick Start

Ask the skill to search prompts.chat for a prompt that fits your task, then return the best match and improve it if needed.

Frequently Asked Questions about prompt-lookup

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

FAQPage Schema
How do I find and improve an existing AI prompt template instead of writing from scratch?▼

To improve an existing prompt template, you can search a prompt library by keyword or tag, retrieve the best match, and refine it for clarity. This handles variable-aware templates across coding and writing workflows.

What is the best way to search a prompt library for a specific coding or writing task?▼

The best way to search a prompt library is looking up prompts by category or keyword to find a suitable starting point. You can then retrieve a specific template by ID and adapt it to your workflow.

Can I refine a rough prompt for text, image, video, and audio generation?▼

Yes, you can refine a rough prompt for text, image, video, or audio output. Prompt improvement turns basic instructions into clearer, more effective directions tailored to your specific generation target.

Does prompt retrieval support variable-aware templates for team workflows?▼

Prompt retrieval supports variable-aware template handling, allowing you to fetch a specific prompt by ID and adapt it for team workflows. You can compare results and improve the best match before sharing.

When do I need to use a prompt search and refinement workflow?▼

You need a prompt search and refinement workflow when you have a task like software code review but lack a starting point. It helps discover, retrieve, and enhance existing instructions rather than creating new ones.

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