{"skill":{"slug":"bookforge-data-access-anti-pattern-auditor","displayName":"Data Access Anti Pattern Auditor","summary":"Audit a persistence layer and schema for data access anti-patterns: N+1 query (SELECT N+1), ripple loading, lazy loading anti-pattern, ghost/proxy identity t...","tags":{"bookforge":"1.0.0","latest":"1.0.0","tags:":"1.0.0"},"stats":{"comments":0,"downloads":93,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1776754569852,"updatedAt":1776754908381},"latestVersion":{"version":"1.0.0","createdAt":1776754569852,"changelog":"Data Access Anti-Pattern Auditor v1.0.0 — initial release.\n\n- Audits ORM-backed persistence layers and schema for common data access anti-patterns including N+1 queries, ghost/proxy identity traps, Active Record/Data Mapper mismatch, and more.\n- Produces a prioritized inventory with code location, evidence snippet, consequence, and tailored remediation advice cross-referenced to selector skills.\n- Designed for use during performance tuning, code review, pre-migration baselining, and legacy risk assessment.\n- Requires codebase access (models, repositories, schema); works offline.\n- Targets experienced engineers and architects performing in-depth persistence reviews.\n- Not intended for concurrency, web, or distributed system anti-patterns (those are handled by other skills).","license":"MIT-0"},"metadata":{"os":null,"systems":null},"owner":{"handle":"quochungto","userId":"s176b6gfk8djgcz320d83ta4e184bx1v","displayName":"Hung Quoc To","image":"https://avatars.githubusercontent.com/u/88069966?v=4"},"moderation":null}