meta-ideal-state

What problem does it solve?

This Skill turns ambiguous business requirements or prompt drafts into a structured, developer-ready "ideal state" specification that guides prompt engineering, test case creation, and safety constraints for AI Agents.

Core Features & Use Cases

• Structured Ideal-State Documents: Generates a complete ideal_state.md with overview, intent taxonomy, safety bottom lines, content mappings, output templates, and self-validation checklists.
• Domain-aware Guidance: Adapts emphasis for high-risk domains (medical, legal, financial) and lists concrete trigger conditions and forced actions.
• Clarification & Iteration: Produces an initial draft when inputs are incomplete and appends no-more-than-three targeted clarifying questions to enable refinement.
• Use Case: Product teams can feed a brief business scenario or prompt draft and receive an actionable spec for building and evaluating a production Agent.

Quick Start

Provide a concise business scenario and ask the assistant to "Generate an ideal-state document for this Agent" in plain language.