system-prompt-creator

name	system-prompt-creator
description	A skill that analyzes user requirements to generate production-ready system prompts. It determines whether a single or multi-prompt architecture is needed and queries for missing information if requirements are insufficient.

System Prompt Creator

Generates ready-to-use system prompts based on user requirements.

Trigger

Create a system prompt

Input

- field: Purpose/Role
  description: The core task the AI agent will perform
  required: true
- field: Domain Context
  description: Background information, terminology, and rules of the target domain
  required: true
- field: Expected Output
  description: The form and format of the final deliverable
  required: true
- field: Constraints
  description: Tone, safety, length, prohibitions, etc.
  required: false

Input Sufficiency Criteria

• Purpose: Specific task description (cannot be just a category name)
• Domain: Information that identifies the target area of work
• Expected Output: Information to determine what the final deliverable is
• Complexity Judgment: Information to decide whether a single or multi-prompt is needed

If insufficient: Early termination → Query specifically for missing items

Output

• System prompt(s): 1 to N production-ready system prompts
• Architecture description: Relationships and data flow between prompts in a multi-prompt setup

Core Knowledge

• Prompt Structure: Structural building blocks and assembly order of a system prompt. See prompt_structure.md
• Quality Criteria: Quality standards and checklists for production-ready prompts. See quality_criteria.md
• Multi-Prompt Architecture: Design patterns for cases requiring N prompts. See multi_prompt_architecture.md
• Data Format Selection: Accuracy comparison of different formats when including data in prompts. See data_format_selection.md