Iterative Refinement
Top open-source Iterative Refinement AI systems, agents, and MCP tools.
Discover and install verified Iterative Refinement AI systems, autonomous agent skills, and Model Context Protocol servers on AIStoreHub. Reusable, security-scanned, and ready for 1-click execution in Cursor, Claude Code, and terminal workflows.
Available AI Systems & Skills (9)
Open in Advanced FilterLoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
Lyrie.ai — The world's first autonomous AI cybersecurity agent. Built by OTT Cybersecurity LLC.
🏆 Ranked list of 187 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.
A Claude Code plugin that iteratively refines product specifications by debating between multiple LLMs until all models reach consensus.
AI Coding Agent Orchestrator 2026: Pro-Level Strategy & Review Framework
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
1000+ arXiv-verified 3DGS methods · 15 AI agent skills · MCP server (34 tools) · open ebook — the AI-native entry to 3D Gaussian Splatting research
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