metaprompt-factory

Generate structured XML metaprompts with parameterization and quality validation.

Updated Aug 23, 2026

Search Tags:#prompt engineering #quality gates #reusability #xml #ai templates #structured prompts #metaprompt

Ready to run

npx skills add https://github.com/lnittman/skills --skill metaprompt-factory

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: metaprompt-factory
Source: https://github.com/lnittman/skills/tree/main/skills/metaprompt-factory
Command: npx skills add https://github.com/lnittman/skills --skill metaprompt-factory

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Crafting effective, repeatable prompts for AI agents is challenging, often leading to inconsistent results, "phantom specifics," or wasted effort. This skill automates the generation of structured, high-quality metaprompts.

Core Features & Use Cases

Structured XML Output: Generate metaprompts in a standardized XML format for clarity, reusability, and machine readability.
Domain-Specific Modules: Adapt prompts with relevant conventions for coding, review, ops, or research tasks, ensuring contextual accuracy.
Parameterization: Extract variables and set sensible defaults for flexible, repeatable use across similar tasks.
Quality Rubric Validation: Ensure prompts are clear, complete, grounded in sources, and reusable, guaranteeing high-quality AI interactions.

Quick Start

Create a metaprompt for code review tasks, focusing on correctness, security, and performance, and output it in XML format.