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jamie950315
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ccreview

Coordinates two-round cross-model code reviews with GPT-5.4 and Claude via OpenREST API key.

1|Updated Mar 20, 2026
Search Tags:#automation#openrouter#triage#claude-code#code-review#diff-review#ccreview
One-click install
npx skills add https://github.com/jamie950315/ccreview --skill ccreview
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ccreview
Source: https://github.com/jamie950315/ccreview/tree/main
Command: npx skills add https://github.com/jamie950315/ccreview --skill ccreview

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Cross-model code review automates the process of reviewing code changes by sending diffs to GPT-5.4 for feedback, triage, and verification, improving accuracy and consistency across reviews.

Core Features & Use Cases

  • Two-round cross-model review: initial review, triage, fixes, and a follow-up verification round.
  • Cross-model perspective: GPT-5.4 reviews while Claude triages and applies fixes.
  • Sensitive file protection and secret redaction: excludes sensitive files and redacts keys before sending data.
  • Rejection history: maintains per-project history to avoid repeating rejected suggestions.
  • Use Case: when reviewing a PR, this skill ensures suggestions are validated and only safe changes are merged.

Quick Start

Install the skill into your Claude Code skills directory and trigger it with /ccreview or say "code review" to start the two-round workflow.

Frequently Asked Questions about ccreview

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does cross-model code review with Claude and GPT-5.4 work?▼

Cross-model code review uses GPT-5.4 to analyze code diffs and provide feedback, while Claude triages suggestions and applies automated fixes. This two-round workflow ensures validated, safe changes are merged by leveraging multiple model perspectives.

How do I automate code review for a PR using Claude Code?▼

Automate PR code review by installing the ccreview skill into your Claude Code directory. Trigger it with /ccreview or say "code review" to start the two-round cross-model workflow for automated triage and fixes.

Do I need an OpenRouter API key for automated diff review?▼

Yes, automated diff review requires an OpenRouter API key to send code changes to GPT-5.4. The cross-model review workflow also requires Python 3.8+ and Claude Code to coordinate triage and apply fixes.

How are sensitive files and API keys handled during automated code review?▼

Automated code review includes sensitive file protection and secret redaction, excluding sensitive files and redacting keys before sending diffs to GPT-5.4. This prevents secret exposure during the cross-model review process.

How can I prevent automated code review from repeating rejected suggestions?▼

Automated code review maintains a per-project local rejection history to avoid repeating rejected suggestions. This prevents GPT-5.4 and Claude from re-surfacing previously dismissed feedback during subsequent cross-model diff reviews.

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