Update Specification

Your goal is to update the existing specification file ${file} based on new requirements or updates to any existing code.

The specification file must define the requirements, constraints, and interfaces for the solution components in a manner that is clear, unambiguous, and structured for effective use by Generative AIs. Follow established documentation standards and ensure the content is machine-readable and self-contained.

Best Practices for AI-Ready Specifications

• Use precise, explicit, and unambiguous language.
• Clearly distinguish between requirements, constraints, and recommendations.
• Use structured formatting (headings, lists, tables) for easy parsing.
• Avoid idioms, metaphors, or context-dependent references.
• Define all acronyms and domain-specific terms.
• Include examples and edge cases where applicable.
• Ensure the document is self-contained and does not rely on external context.

The specification should be saved in the /spec/ directory and named according to the following convention: [a-z0-9-]+.md, where the name should be descriptive of the specification's content and starting with the highlevel purpose, which is one of [schema, tool, data, infrastructure, process, architecture, or design].

The specification file must be formatted in well formed Markdown.