AdamJG Miller unveiled adamsreview, a Claude Code plugin that layers multiple AI agents to scrutinize pull requests. The tool runs parallel lenses—correctness, security, UX—then applies a validation gate and an optional Opus cross‑check. Users report it spots more real bugs than Claude’s native /review while generating fewer false positives in typical CI cycles, and it integrates smoothly with GitHub Actions daily.

The workflow splits into six commands: review, codex‑review, add, walkthrough, fix, and promote. The :review command delivers a multi‑lens pass; :codex‑review offers a Codex CLI peer check. After adding external findings, walkthrough lets developers triage uncertain issues via AskUserQuestion. The :fix loop applies batch fixes, re‑reviews with Opus, and rolls back regressions before creating a single consolidated commit automatically in.

Running against a standard Claude Code subscription—ideally the Max plan—adamsreview bypasses the extra‑usage charges that affect /ultrareview. Developers can install it via the marketplace with “/plugin marketplace add adamjgmiller/adamsreview” and then “/plugin install adamsreview@adamsreview”. The plugin’s JSON artifacts persist locally, enabling repeatable reviews and audit trails without external state services for teams that prioritize reproducible security checks and compliance reporting.