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advanced-prompt-crafter

new

A sophisticated multi-layered prompt engineering system with analysis, optimization, customization, and validation engines for creating high-quality, domain-specific prompts

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Repository

menoncello/menon-market
3stars

plugins/studio-cc/skills/prompt/skill.md

Last Verified

February 5, 2026

Install Skill

Select agents to install to:

Scope:
npx add-skill https://github.com/menoncello/menon-market/blob/91abdda72973c04f30686a25c7f6ef0b7fd9dd2e/plugins/studio-cc/skills/prompt/skill.md -a claude-code --skill advanced-prompt-crafter

Installation paths:

Claude
.claude/skills/advanced-prompt-crafter/
Powered by add-skill CLI

Instructions

# 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 crafte

Validation Details

Front Matter
Required Fields
Valid Name Format
Valid Description
Has Sections
Allowed Tools
Instruction Length:
4787 chars

Issues Found:

  • name_directory_mismatch