rag-review

Installation
SKILL.md

RAG E2E Review Checklist

Iron Law

A RAG pipeline ships only when retrieval, generation, security, AND eval all pass. Three out of four is a production incident.

This skill is the single source of truth for "what does a production-grade RAG pipeline look like across all 8 stages." Reviewers cite reference files for detail — they do not restate content here.

How to use this skill

For human users: Invoke /rag-review for an E2E audit. For deeper review, dispatch @rag-implementation-reviewer or @rag-pipeline-reviewer — both auto-load this skill.

For agents consuming this skill: Walk the 8 stages in order. For every check, cite the file:line of the authoritative reference. Don't manufacture findings — if a stage is clean, say so in one line.

Severity rubric

Installs
2
GitHub Stars
34
First Seen
May 27, 2026
rag-review — kumaran-is/claude-code-onboarding