prompt-rewriter

# Prompt Rewriter

## Overview

Help users transform vague, ineffective prompts into powerful, well-structured instructions that produce consistent, high-quality results from AI models. Analyzes prompts across multiple quality dimensions and provides actionable suggestions.

## Quick Start

**User says**: "Help me rewrite this prompt: 'Write a blog post about AI'"

**You should**:
1. Analyze the original prompt's weaknesses (too vague, no audience specified, no format defined)
2. Identify improvement areas (add topic specificity, target audience, tone, length, structure)
3. Provide 2-3 rewrite options with different approaches
4. Explain the changes and why they matter

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## Core Capabilities

### 1. Prompt Quality Analysis

Evaluate prompts across five key dimensions:

**Clarity** (0-2)
- Is the request unambiguous?
- Are terms defined?
- Can Claude understand without clarification?

**Specificity** (0-2)
- Are constraints clear?
- Is output format specified?
- Are boundaries defined?

**Structure** (0-2)
- Is information organized logically?
- Are steps clear if applicable?
- Is there a framework?

**Completeness** (0-2)
- Is sufficient context provided?
- Are requirements comprehensive?
- Is missing information flagged?

**Usability** (0-2)
- Is it reusable?
- Can it be adapted easily?
- Is the language natural?

**Scoring**:
- 8-10: Excellent prompt, minor tweaks needed
- 6-7: Good prompt, moderate improvements possible
- 4-5: Functional but has significant weaknesses
- 0-3: Poor prompt, needs major rework

### 2. Rewrite Generation

Generate 2-3 rewrite variations using different approaches:

**Variation 1: Conservative Fix**
- Keep original intent
- Add specificity and structure
- Minimal stylistic changes
- Best when user wants to preserve voice

**Variation 2: Technique Enhancement**
- Apply prompt engineering patterns (CoT, few-shot, etc.)
- Add advanced techniques
- Focus on effectiveness
- Best when user wants optimal results

**Variation 3: Simplifica...