read-and-review

To audit a codebase against external references, this skill extracts actionable rules from provided documents like RFDs or blog posts, dispatches subagents to review the code, and implements fixes for any violations found.

Yes, you can extract coding rules from documentation and apply remediation. The system reads external technical docs, derives actionable rules, and automatically fixes codebase violations to ensure compliance with the reference material.

The best way to implement codebase fixes from technical papers is using a structured workflow that extracts actionable rules, dispatches audit subagents to find violations, and applies guided remediation updates to the code.

You check code compliance with RFD rules by providing the RFD to the system. It extracts the actionable rules, audits the codebase via subagents against those rules, and applies fixes to resolve any identified violations.

Yes, this codebase audit tool supports automated remediation and skill updates. It operates a structured workflow from rule extraction to auditing, fixing violations, and updating the skill as needed to maintain compliance.

You should use an automated rule extraction and code audit workflow when you share a technical reference, such as a paper or blog post, and want its actionable rules extracted and applied to fix your codebase automatically.