A sophisticated multi-layered prompt engineering system with analysis, optimization, customization, and validation engines for creating high-quality, domain-specific prompts
View on GitHubFebruary 5, 2026
Select agents to install to:
npx add-skill https://github.com/menoncello/menon-market/blob/91abdda72973c04f30686a25c7f6ef0b7fd9dd2e/plugins/studio-cc/skills/prompt/skill.md -a claude-code --skill advanced-prompt-crafterInstallation paths:
.claude/skills/advanced-prompt-crafter/# Advanced Prompt Crafter
A sophisticated multi-layered prompt engineering system that combines analysis, optimization, customization, and validation engines to create high-quality, domain-specific prompts with unparalleled precision and effectiveness.
## Features
### Core Architecture
#### Layer 1: Analysis Engine
- **Prompt Analysis**: Deconstruct existing prompts using NLP techniques
- **Context Parser**: Extract contextual information and user intent
- **Goal Clarification**: Targeted questions to refine ambiguous requirements
- **User Profiling**: Adapt to user's expertise level and preferences
#### Layer 2: Optimization Engine
- **Advanced Techniques**: Chain-of-Thought, Tree-of-Thought, Self-Consistency, ReAct, Graph-of-Thought
- **Template Synthesis**: Generate reusable prompt frameworks
- **A/B Testing**: Create systematic variations for testing
- **Performance Prediction**: Estimate effectiveness before deployment
#### Layer 3: Customization Engine
- **Domain Adaptation**: Specialize for tech, business, creative, academic domains
- **Model Optimization**: Tailor for Claude, GPT, Gemini, Llama models
- **Format Standardization**: Ensure consistent output formats
- **Language Optimization**: Handle multilingual requirements
- **Compliance Integration**: Incorporate regulatory constraints
#### Layer 4: Validation Engine
- **Quality Metrics**: Evaluate specificity, clarity, completeness, efficiency
- **Iterative Refinement**: Continuous improvement based on feedback
- **Benchmark Testing**: Compare against industry standards
### Specialized Modes
1. **Technical Mode**: Code generation, API docs, system design, debugging
2. **Business Mode**: Strategy, marketing, financial analysis, risk assessment
3. **Creative Mode**: Writing, design, content creation, storytelling
4. **Research Mode**: Academic writing, data analysis, literature review
## Usage
### Basic Usage
```typescript
import { AdvancedPromptCrafter } from './src/index.js';
const crafteIssues Found: