scooter-lacroix

Claude Code Prompt Enhancer — Development skill for Claude Code

Development community

Intelligent prompt enhancement system for Claude Code that automatically adds context, examples, and structured guidance to improve response quality.

How to install Claude Code Prompt Enhancer

This entry records only its repository, not the path inside it, so there is no exact command to give. Open scooter-lacroix/claude-code-prompt-enhancer and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Claude Code Prompt Enhancer does

Intelligent prompt enhancement system for Claude Code that automatically adds context, examples, and structured guidance to improve response quality.

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README

![Claude Code Prompt Enhancement System Banner](assets/Whisk_07b974860f608a88dd442b4594eb4c8adr.png)

Claude Code Prompt Enhancement System

A hook system that intelligently enhances user prompts before they are processed by Claude, adding relevant context, examples, and structured guidance to improve response quality and consistency.

Overview

The Prompt Enhancement System integrates seamlessly with Claude Code's hook architecture to analyze user input and automatically enrich prompts with context-aware guidance. Whether you're working on complex architectural decisions or simple code reviews, this system ensures Claude receives the optimal context for generating high-quality, structured responses.

The system detects complexity levels, identifies technical keywords, analyzes file references, and applies appropriate enhancement templates to transform basic requests into comprehensive, actionable prompts that yield better results.

System Initialization

![System Initialization Demo](assets/claude-enhancer-monitor.png)

Real-Time Prompt Enhancement

![Real-Time Prompt Enhancement Demo](assets/prompt-enhancer-session.png)

Performance Monitoring

![Performance Monitoring Demo](assets/enhancer-analytics.png)

Configuration Setup

![Configuration Setup Demo](assets/enhancer-config.png)

Ultra Mode Activation

![Ultra Mode Enhancement](assets/api_ultra1.gif)

Learning System Insights

![Learning System Insights Demo](assets/learning-system.png)

How It Works

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   User Input    │───▶│  Hook System    │───▶│  Enhanced       │
│   (Raw Prompt)  │    │  Integration    │    │  Prompt         │
└─────────────────┘    └─────────────────┘    └─────────────────┘