Skill UI

This skill analyzes existing legacy codebases to detect implicit coding conventions across four meta-architectural dimensions (File Anatomy, State & Control Flow, Infrastructure, Error Handling). It resolves conflicts one by one with the user, generating a structured rules file (.ai-style-rules.md) and optionally installing persistent hooks to prevent AI-generated code style drift in future development.

This skill provides comprehensive strategic guidance for authors targeting the ACM/IEEE Joint Conference on Digital Libraries (JCDL). It helps authors assess manuscript fit, re-frame research from journal or arXiv styles, and strengthen evidence by focusing on digital library contributions (metadata, preservation, access). Use it when preparing a detailed submission strategy for this specialized CS venue.