expert-review

Simulate five domain experts in parallel to review content and summarize consensus.

Updated Dec 28, 2025
One-click install
npx skills add https://github.com/zuozuo/super-review --skill expert-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expert-review
Source: https://github.com/zuozuo/super-review/tree/main/expert-review
Command: npx skills add https://github.com/zuozuo/super-review --skill expert-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

使用 AI 扮演多位领域顶级专家,从不同视角并行审查同一内容。

Core Features & Use Cases

  • 自动识别领域并分派专家
  • 并行启动 5 位专家进行审查,汇总共识与分歧
  • 适用于 prompts、设计文档、代码变更等多种内容的跨领域评审

Quick Start

Provide the content you want reviewed (e.g., a file path or text), then run expert-review to begin parallel expert assessments.

Frequently Asked Questions about expert-review

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

FAQPage Schema
How do I run a multi-perspective AI review on design documents?

To run a multi-perspective AI review, provide the design document text or file path to trigger automatic domain identification, expert selection, and parallel execution for cross-domain evaluation.

Can AI simulate multiple domain experts to review code changes in parallel?

Yes, AI can simulate multiple domain experts to review code changes in parallel, orchestrating five experts simultaneously to evaluate content and build consensus on the provided changes.

What is the best way to evaluate prompts from different expert perspectives?

The best way to evaluate prompts from different expert perspectives is using a parallel review process that automatically identifies the domain, dispatches preset and AI-generated experts, and consolidates per-expert outputs.

How does parallel execution work for AI expert reviews?

Parallel execution for AI expert reviews works by simultaneously simulating five domain experts, evaluating the provided content independently, and then consolidating their feedback into a summary of consensus and diverging viewpoints.

Does multi-role AI review automatically identify the domain for my content?

Yes, multi-role AI review automatically identifies the domain for your content, then uses this identification to select appropriate preset and AI-generated experts for parallel execution and consolidated summaries.

What content types are supported for cross-domain evaluation using AI?

Cross-domain evaluation using AI supports content types including prompts, design documents, and code changes, enabling multi-perspective expert reviews and consensus building across these varied inputs.