update-specification

Update specification files for AI-ready consumption based on new requirements or code changes. 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. 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. Specification files must follow the template below, ensuring that all sections are filled out appropriately. The front matter for the markdown should be structured correctly as per the example following: [List the criteria or tests that must be satisfied for compliance with this specification.] [Link to related spec 1] [Link to relevant external documentation] - Modifies existing specification documents in /spec/ directory using structured markdown with YAML front matter - Ensures...