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John2143
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prompt-engineer

Generate and refine AI prompts for codebase tasks.

2|Updated Feb 17, 2017
Search Tags:#prompt engineering#prompt optimization#codebase analysis#AI prompt generation#loop prompt
One-click install
npx skills add https://github.com/John2143/dotfiles --skill prompt-engineer-john2143
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-engineer
Source: https://github.com/John2143/dotfiles/tree/main/.claude/skills/prompt-engineer
Command: npx skills add https://github.com/John2143/dotfiles --skill prompt-engineer-john2143

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the creation and enhancement of prompts for AI, optimizing them for codebases and improving efficiency in AI interactions.

Core Features & Use Cases

  • Prompt Optimization: Refine existing prompts for clarity, structure, and effectiveness.
  • Loop Prompt Generation: Automate the creation of loop prompts for repetitive tasks within a repository.
  • File Path Processing: Analyze and improve prompts from specific files within a repository.
  • Inline Text Processing: Optimize short prompts directly for AI consumption.
  • Use Case: When you need to generate a prompt for an AI to create a README for your Rust project, or to improve an existing code review prompt.

Quick Start

To optimize a prompt, use the command: /skill:prompt-engineer prompts/my-prompt.md

Frequently Asked Questions about prompt-engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize AI prompts for codebase analysis?▼

To optimize AI prompts for codebase analysis, use a skill that refines existing prompts for clarity and structure. It analyzes file paths and inline text to improve effectiveness for AI interactions.

What is a loop prompt and when do I need it for repository tasks?▼

A loop prompt automates repetitive AI tasks within a repository. You need loop prompts for continuous tasks that require state management and iterative prompt refinement across multiple files.

Can I generate a prompt for an AI to create a README from specific file paths?▼

Yes, you can generate prompts from specific file paths. The skill processes file-based prompts by analyzing the target files within your repository and optimizing them for AI consumption.

Does this prompt optimization approach work with inline text?▼

Yes, prompt optimization works with inline text. The skill processes and optimizes short inline prompts directly, refining them for structure and effectiveness before AI consumption.

Do I need parsing tools to refine prompts for AI interactions?▼

Yes, parsing and analysis tools are required for prompt refinement. The skill depends on these tools to analyze file-based prompts, manage state for loop prompts, and optimize them effectively.

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