General skillCode review and quality
n-plus-one-hunter
Finds ORM N+1 queries before merge and rewrites them with the appropriate loading strategy.
Finds ORM N+1 queries before merge and rewrites them with the appropriate loading strategy.
n-plus-one-hunter statically reviews controllers, serializers, resolvers, and query code for classic or nested N+1s, per-row aggregates, cartesian eager-load blowups, and related patterns. It selects ORM-specific preload or join strategies for Rails, Django, Prisma, SQLAlchemy, and other listed stacks, explains the scaling cost, and reports a before-and-after query count. The proposed fix still needs verification against the actual ORM version, indexes, access pattern, and realistic data.
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Review high-risk code through independent specialist agents and synthesis.
Audit a repository locally and turn cited findings into clear priorities.
Audience
Public GitHub facts last synced Jul 10, 2026.
Review code with adjustable roast levels and actionable fixes.
Score and audit Claude SKILL.md files