What is the Fan-Out pattern in this skill?

The Fan-Out pattern allows the orchestrator to spawn multiple specialized agents (like Security or Performance experts) simultaneously to analyze a task from different technical angles in parallel.

Which expert personas are included in the guide?

The skill includes specialized personas for Security, API Design, Architecture, Performance, Data Modeling, Testability, Error Handling, and UX Impact.

How does it handle conflicting advice from different experts?

The Fan-In synthesis process identifies conflicts (e.g., security vs. performance), documents the specific trade-offs, and provides a consolidated brief for the human developer or technical designer to make the final decision.

Can I use this for UI-specific features?

Yes, the guide includes a UX Impact expert persona that focuses on accessibility, loading states, and user-facing behavior changes during the analysis phase.

Does this skill run for every small code change?

No, it includes built-in skip conditions for small-scale bug fixes, documentation updates, or minor tasks affecting only 1-2 files to avoid unnecessary overhead.

Expert Analysis Guide

Name: Expert Analysis Guide
Author: tundraray

bytundraray

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生产力与工作流

Orchestrates multi-perspective architectural reviews using parallel AI agents to identify risks and trade-offs before development begins.

The Expert Analysis Guide is a sophisticated framework for Claude Code designed to automate the pre-design evaluation process. It leverages a 'Fan-Out/Fan-In' pattern to spawn specialized expert agents—such as Security Architects, Systems Architects, and Performance Engineers—who analyze tasks in parallel based on project-specific code. By synthesizing these diverse insights into a consolidated brief, the skill surfaces cross-cutting concerns and unresolved technical trade-offs early in the lifecycle, ensuring that the resulting implementation is robust, secure, and production-ready.

主要功能

01Automated synthesis of conflicting recommendations and architectural trade-offs

02Heuristic-based selection of relevant analysis aspects like Security, API, and UX

03Pre-design evaluation to catch blind spots before code implementation starts

04Intelligent skip conditions for low-impact or documentation-only changes

05Parallel execution of specialized AI expert personas for rapid feedback

061 GitHub stars

使用场景

01Conducting multi-expert reviews for complex third-party API integrations

02Evaluating security and performance implications for new database schemas

03Identifying architectural blind spots during major system refactoring

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tundraray/overture expert-analysis-guide

For use in Claude.ai and ChatGPT

Download Skill