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Show HN: adamsreview – better multi-agent PR reviews for Claude Code

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Why This Matters

adamsreview introduces an advanced multi-agent code review system for Claude Code, significantly enhancing bug detection and reducing false positives through parallel analysis and automated fixes. Its multi-stage pipeline offers a comprehensive review process that can improve code quality and developer productivity, making it a valuable tool for the tech industry and individual developers alike.

Key Takeaways

adamsreview

Multi-stage code review for Claude Code — parallel sub-agent detection, validation passes, persistent JSON state, and an automated fix loop that re-reviews and reverts regressions before committing.

On my own PRs, it's been catching dramatically more real bugs than Claude Code's built-in /review , /ultrareview , CodeRabbit, Greptile, and Codex's built-in review — while producing fewer false positives. (Anecdotal, n=me.) Modeled after the built-in /review and extended into a six-command pipeline. Runs against your regular Claude Code subscription (Max plan recommended) — unlike /ultrareview , which charges against your Extra Usage pool.

/plugin marketplace add adamjgmiller/adamsreview /plugin install adamsreview@adamsreview

The six commands:

/adamsreview:review — multi-lens code review of a branch or PR. Up to seven parallel sub-agent lenses (correctness, security, UX, etc.) feed a dedup pass, a cheap-then-deep validation gate, and (optionally) a holistic Opus cross-cutting pass. High-confidence auto-fix proposals are pre-computed so :fix and :walkthrough can batch-accept them in one confirm. --ensemble adds a Codex CLI pass and PR bot-comment scrape on top of the internal Claude lenses.

— multi-lens code review of a branch or PR. Up to seven parallel sub-agent lenses (correctness, security, UX, etc.) feed a dedup pass, a cheap-then-deep validation gate, and (optionally) a holistic Opus cross-cutting pass. High-confidence auto-fix proposals are pre-computed so and can batch-accept them in one confirm. adds a Codex CLI pass and PR bot-comment scrape on top of the internal Claude lenses. /adamsreview:codex-review — Codex CLI peer to :review . Same artifact shape, drop-in for everything downstream ( :fix , :add , :walkthrough , :promote ). Effort tunable via --effort low|medium|high|xhigh (default high ).

— Codex CLI peer to . Same artifact shape, drop-in for everything downstream ( , , , ). Effort tunable via (default ). /adamsreview:add — inject externally-sourced findings (a Claude Code cloud /ultrareview paste, an Opus once-over, a teammate's note) into the most recent review's artifact. Deduped against what's already there, validated by the same gates, re-published to the existing PR comment.

— inject externally-sourced findings (a Claude Code cloud paste, an Opus once-over, a teammate's note) into the most recent review's artifact. Deduped against what's already there, validated by the same gates, re-published to the existing PR comment. /adamsreview:walkthrough — interactive driver for findings :fix would skip. Uses the harness's AskUserQuestion UI to walk through uncertain or human-judgment items one by one — promote what you want auto-fixed, skip the rest. Pre-computed auto-fix proposals are batch-accepted up front; the remainder get per-finding briefing + options + recommendation. Posts a decisions log to the PR.

— interactive driver for findings would skip. Uses the harness's UI to walk through uncertain or human-judgment items one by one — promote what you want auto-fixed, skip the rest. Pre-computed auto-fix proposals are batch-accepted up front; the remainder get per-finding briefing + options + recommendation. Posts a decisions log to the PR. /adamsreview:fix — automated fix loop. Dispatches per-fix-group sub-agents in parallel, then re-reviews the work with Opus, reverts any regressions, and commits the survivors (one combined commit by default; --granular-commits for one per group).

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