antigravity-skill-creator

To turn a vague prompt into a deterministic AI skill, you must apply a structured skill-definition process that enforces gates, invariants, anti-patterns, and checklists to ensure reliable agent execution.

The five-pillar architecture for AI skill creation is a structured framework requiring mandatory sections: Gate 0, Invariants, Procedure, Anti-Patterns, and Final Verification to validate SKILL.md structure.

To generate a SKILL.md file with mandatory frontmatter, provide the desired skill objective and constraints, and the agent will synthesize a complete template embedding rigorous guardrails.

Yes, prompt engineering for deterministic gates requires predefined invariants to restrict agent behavior, enforce structural validation, and prevent anti-patterns during skill execution.

Yes, you can validate and regenerate an updated SKILL.md structure for an existing skill, allowing rapid iteration while ensuring adherence to the required five-pillar architecture and frontmatter.

AI skill execution fails without anti-patterns and a final verification checklist because it lacks the necessary guardrails to prevent known errors and cannot validate if the execution satisfies all invariants.