Prompt Optimizer

---

name: prompt-optimizer description: Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology. This skill should be used when users provide loose requirements, ambiguous feature descriptions, or need to enhance prompts for AI-generated code, products, or documents. Triggers include requests to "optimize my prompt", "improve this requirement", "make this more specific", or when raw requirements lack detail and structure.

Prompt Optimizer

Overview

Optimize vague prompts into precise, actionable specifications using EARS (Easy Approach to Requirements Syntax) - a Rolls-Royce methodology for transforming natural language into structured, testable requirements.

Methodology inspired by: This skill's approach to combining EARS with domain theory grounding was inspired by 阿星AI工作室 (A-Xing AI Studio), which demonstrated practical EARS application for

Code Examples

README.md

# Skill Demonstrations

This directory contains automated demonstrations of each skill using [VHS (Video Home System)](https://github.com/charmbracelet/vhs) by Charmbracelet.

VHS allows you to write terminal recordings as code, making demos reproducible, version-controllable, and typo-free.

## 📁 Demo Structure

demos/ ├── skill-creator/ │ ├── init-skill.tape # Initialize a new skill │ ├── validate-skill.tape # Validate skill quality │ └── package-skill.tape # Package for distribution ├── github-ops/ │ └── create-pr.tape # Create pull requests ├── markdown-tools/ │ └── convert-docs.tape # Convert documents └── generate_all_demos.sh # Generate all GIFs

## 🎬 Generating Demos

### Prerequisites

Install VHS:

**macOS:**
```bash
brew install vhs

Linux (with Go):

go install github.com/charmbracelet/vhs@latest

Or download from: https://github.com/charmbracelet/vhs/releases

Generate All Demos

### generate_all_demos.sh

#!/bin/bash set -e

echo "================================================" echo "Generating Claude Code Skills Demo GIFs" echo "================================================" echo ""

Colors for output

GREEN='\033[0;32m' YELLOW='\033[1;33m' RED='\033[0;31m' NC='\033[0m' # No Color

Check if VHS is installed

if ! command -v vhs &> /dev/null; then echo -e "${RED}Error: VHS is not installed!${NC}" echo "" echo "Install VHS to generate demo GIFs:" echo "" echo "macOS:" echo " brew install vhs" echo "" echo "Linux (with Go):" echo " go install github.com/charmbracelet/vhs@latest" echo "" echo "Or download from: https://github.com/charmbracelet/vhs/releases" echo "" exit 1 fi

echo -e "${GREEN}✓ VHS found${NC}" echo ""

Find all .tape files

TAPE_FILES=$(find demos -name "*.tape" -type f | sort) TOTAL=$(echo "$TAPE_FILES" | wc -l | tr -d ' ') CURRENT=0

echo "Found $TOTAL demo tape files" echo ""

Generate each demo

for tape_fi

### index.html