Agent Review Pipeline
Run autonomous multi-engine code reviews with confidence-weighted consensus and optional bounded auto-fix before you merge or ship.
Overview
agent-review-pipeline is a plugin marketplace for the Ship phase that adds an autonomous dual-engine code review pipeline with confidence-weighted consensus and optional bounded auto-fix.
What is this marketplace?
- Asymmetric dual-engine dispatch: Codex runs ARP correctness plus adversarial framings (2 dispatches); Gemini runs its /c
- Three parallel review perspectives per iteration by default with fingerprinted findings and +0.15 confidence boost when
- Findings below 0.60 confidence dropped; bounded auto-fix loop (1–10 iterations) with loop-thrash kill switch
- --dry-run flag and safe-off defaults so commit and PR comment actions stay opt-in
- Single-plugin marketplace (agent-review-pipeline v6.5.0) focused on review automation, not general codegen
- 1 plugin in the marketplace (agent-review-pipeline)
- Plugin version 6.5.0
- 3 parallel review perspectives per iteration by default
What problem does it solve?
One-shot agent reviews miss edge cases, duplicate noisy findings, and make it risky to auto-comment or auto-commit fixes without guardrails.
Who is it for?
Indie developers shipping from Claude Code who want Codex-plus-Gemini review coverage on PRs before merge, with explicit controls on auto-fix and PR noise.
Skip if: Teams that only need a fast linter in CI with no multi-model review budget, or projects that forbid external review dispatch entirely.
What do I get? / Deliverables
You get three structured review perspectives per loop, merged high-confidence findings, and an optional capped fix cycle you can trial safely with dry-run and safe-off commit defaults.
- Fingerprinted review findings with multi-source confidence boosts
- Optional bounded auto-fix iterations with loop-thrash protection
- Review runs controllable via dry-run and safe-off commit/PR-comment defaults
Plugins in this marketplace
1 plugin — install individually after you add the marketplace.
Recommended Marketplaces
Journey fit
Autonomous review, adversarial framings, and safe-off defaults for commits and PR comments belong in the ship phase where quality gates precede release. The pipeline’s core job is structured code review—not generic building—so review is the canonical shelf for review-dispatch and finding consensus.
How it compares
Autonomous multi-engine review pipeline plugin, not a single static code-review skill or a general agent toolkit.
Common Questions / FAQ
Who is Agent Review Pipeline for?
Solo and indie builders using Claude Code who want repeatable, multi-perspective code review with confidence scoring before they merge or release.
When should I use Agent Review Pipeline?
Use it in the ship phase when a change is ready for review, especially before opening or updating a PR or when you want an optional bounded auto-fix pass after review.
How do I add Agent Review Pipeline to my agent?
Add the onchainyaotoshi/Agent Review Pipeline marketplace to Claude Code, install the Agent Review Pipeline plugin from the catalog, configure Codex and Gemini access as required, and start with --dry-run before enabling commits or PR comments.