prompt-factory

Prompt generation automates the engineering process by guiding you through a structured 5-7 question flow to capture requirements, then synthesizing a validated, multi-format prompt tailored to your role and task. The output conforms to best practices from OpenAI, Anthropic, and Google, eliminating prompt fatigue and ensuring consistent AI output.

Yes. Prompt generation delivers multi-format outputs including XML (universal), Claude, ChatGPT, and Gemini formats. Each format is token-optimized and ready to use with your preferred LLM without additional conversion or adjustment.

The Skill includes 69 quick-start presets spanning 15 domains—Senior Full-Stack Engineer, Marketing Strategist, Chief Marketing Officer, and many others. Select a preset for your role, answer contextual questions about your task, and receive a validated prompt immediately.

A 7-point validation gate checks every generated prompt for completeness, token optimization, adherence to best practices, and conformance to standardized schemas. This ensures production-ready output without manual review cycles.

No. The intelligent elicitation flow handles the technical complexity. You answer straightforward questions about your role, task, audience, and constraints; the system synthesizes a production-ready prompt applying prompt engineering best practices automatically.

You supply your professional role, industry context, specific task, target audience or constraints, preferred output format, and any domain-specific requirements. The 5-7 question flow gathers these inputs systematically to ensure the generated prompt covers all necessary constraints and considerations.