loop-agent

by @d-o-hub in AI & LLM

# Install this skill:

npx skills add d-o-hub/rust-self-learning-memory --skill "loop-agent"

Install specific skill from multi-skill repository

# Description

Execute workflow agents iteratively for refinement and progressive improvement until quality criteria are met. Use when tasks require repetitive refinement, multi-iteration improvements, progressive optimization, or feedback loops until convergence.

# SKILL.md

name: loop-agent
description: Execute workflow agents iteratively for refinement and progressive improvement until quality criteria are met. Use when tasks require repetitive refinement, multi-iteration improvements, progressive optimization, or feedback loops until convergence.

Loop Agent Skill

Execute workflow agents iteratively for refinement and progressive improvement until quality criteria are met.

Quick Reference

Modes - Loop termination modes (fixed, criteria, convergence, hybrid)
Patterns - Common loop patterns (refinement, test-fix, optimization)
Configuration - Loop setup and templates
Examples - Complete loop examples

When to Use

Code needs iterative refinement until quality standards met
Tests need repeated fix-validate cycles
Performance requires progressive optimization
Quality improvements need multiple passes
Feedback loops necessary for convergence

NOT Appropriate For

Single-pass tasks (use specialized agent)
Purely parallel work (use parallel-execution)
Simple linear workflows (use sequential)
One-time analysis

Core Concepts

Loop Termination Modes

Mode	Description	Use When
Fixed	Run exactly N iterations	Known number of passes needed
Criteria	Until success criteria met	Specific quality/performance targets
Convergence	Stop at diminishing returns	Optimal result unknown
Hybrid	Combine multiple conditions	Complex requirements

See modes.md for detailed mode documentation and patterns.md for common loop patterns.

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

⚡ Amp 🚀 Antigravity 🤖 Claude Code 🦀 Clawdbot 📝 Codex ▶️ Cursor 🤖 Droid 💎 Gemini CLI 🐙 GitHub Copilot 🪿 Goose 📊 Kilo Code 🔧 Kiro CLI 💻 OpenCode 🦘 Roo Code 🌲 Trae 🏄 Windsurf

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.