What domains does the Universal Learner support?

The skill currently supports seven specialized domains: portrait, interior design, product photography, graphic design, art styles, video generation, and common photography techniques.

What is the reusability score?

It is a metric from 1-10 that evaluates an element's independence and clarity. High scores indicate components that can be easily plugged into various new prompts.

How does it store the learned elements?

It saves extracted data to a local SQLite database (elements.db) and provides a JSON export of the universal elements library for easy integration with other tools.

Can it handle complex design systems or workflows?

Yes, the skill includes a specialized 'Module System' mode that recognizes hierarchical structures, saving full visual references and configuration parameters.

Universal Prompt Learner

Name: Universal Prompt Learner
Author: ttmouse

byttmouse

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学习与文档

Automatically extracts and categorizes reusable elements from AI prompts to build a persistent, searchable knowledge library.

Universal Prompt Learner is a specialized skill designed to transform raw AI prompts and design systems into structured, reusable assets. It analyzes inputs across multiple domains—including product photography, interior design, and UI/UX—to identify core elements like lighting techniques, material textures, and layout frameworks. By calculating reusability scores and generating detailed learning reports, this skill enables users to maintain an evolving database of high-quality prompt components, facilitating consistent AI generation and streamlined creative workflows.

主要功能

01Automated element extraction with intelligent metadata tagging

02Persistent database storage with SQLite and JSON export support

0331 GitHub stars

04Reusability scoring to filter high-quality prompt components

05Advanced mode for learning complex design systems and workflow frameworks

06Multi-domain classification covering photography, design, art, and video

使用场景

01Standardizing design systems by extracting patterns from existing documentation

02Building a structured library of high-performing creative prompt components

03Deconstructing and auditing complex AI workflows for better maintainability

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ttmouse/skills universal-learner

For use in Claude.ai and ChatGPT

Download Skill