How does this skill prevent infinite loops during iteration?

The skill implements strict 'Max Iteration' limits and clear exit criteria, ensuring the agent stops and escalates to the user if a solution isn't reached within a set number of attempts.

Can Quality Gates be used for cost management?

Yes, it includes 'Cost Gate' patterns that estimate the expense of using multiple high-end models and require explicit user approval before proceeding.

How does multi-model consensus work?

It runs the same task across different AI models (e.g., Claude, GPT, Gemini) and only prioritizes issues that multiple models agree upon, reducing false positives.

What is a quality gate in Claude Code?

A quality gate is a predefined checkpoint in an AI workflow where execution pauses for validation—either by a user or an automated test suite—before the next phase begins.

Quality Gates & Iteration Loops

Name: Quality Gates & Iteration Loops
Author: MadAppGang

byMadAppGang

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230

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安全与测试

Implements structured validation checkpoints, automated feedback loops, and multi-model consensus to ensure production-grade code quality.

Quality Gates provides a robust framework for managing complex AI workflows that require human-in-the-loop validation or automated refinement cycles. It standardizes how Claude handles sensitive operations through cost and quality gates, manages issue severity from critical security risks to minor style polish, and implements rigorous test-driven development (TDD) loops. By integrating multi-model consensus and structured iteration patterns, this skill transforms standard code generation into a sophisticated engineering process that minimizes errors and aligns perfectly with user expectations.

主要功能

01Multi-Model Consensus to validate findings across multiple AI reviewers

02230 GitHub stars

03User Approval Gates for cost management and final acceptance

04Automated Iteration Loops with configurable exit criteria and max limits

05Test-Driven Development (TDD) cycles for automated fix-and-test orchestration

06Multi-Level Severity Classification (Critical to Low) for prioritized bug fixing

使用场景

01Implementing a multi-stage review process where a 'Designer' agent validates UI changes before 'Developer' proceeds

02Automating the 'Fix-Test-Analyze' cycle to resolve complex test suite failures without manual intervention

03Enforcing mandatory cost approvals before initiating expensive multi-model refactoring tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add madappgang/claude-code quality-gates

For use in Claude.ai and ChatGPT

Download Skill