Python

LoopX

Keep long-running agent loops on durable, reviewable state

by huangruiteng · MIT

From the README

Install

curl -fsSL https://huangruiteng.github.io/loopx/install.sh | bash
export PATH="$HOME/.local/bin:$PATH"
loopx doctor

• multi-day engineering, research, benchmark, or experiment objectives;
• issue and PR loops that must preserve scope, evidence, and review state;
• recurring heartbeat or monitor work;
• projects with owner, safety, publication, or private-data gates;
• peer-agent teams where ownership, leases, and handoff matter;
• creator, research, or operations workflows whose progress must remain

Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.

What is LoopX?

LoopX is a lightweight, local-first state kernel for long-running AI agent work: durable goals, executable todos, evidence logs, quota-aware auto-wake and verifiable handoffs, agnostic of the agent runtime — Codex, Claude Code, Cursor or your own.

Why people choose LoopX

• Durable control state: goals, gates, todos, evidence and handoffs survive across sessions
• Agent-agnostic: works alongside Codex, Claude Code, Cursor or a custom runtime
• Local-first and MIT-licensed, with quota-aware auto-wake against runaway spending

LoopX at a glance

Open-source alternatives to LoopX

Other open-source ai agent framework tools worth comparing:

CrewAIOrchestrate role-playing agent crewsPaperclipRun a company of AI agents from one dashboardAutoGenMicrosoft's conversational agent frameworkLangGraphStateful, controllable agent graphsMetaGPTA software company of LLM agentsAutoGPTThe original autonomous GPT agentOpenHandsAI developer that writes and runs codeSuperAGIDev-first autonomous agent platformBabyAGIMinimal task-loop autonomous agentAgnoFast, lightweight multi-modal agentsLettaStateful agents with long-term memorysmolagentsAgents in a few lines of codePydantic AIType-safe agents for productionSWE-agentAgent that fixes GitHub issuesAgent ZeroA general agent that grows with your promptsCAMELThe research framework for agent societiesElizaAgents with personality for Discord, X and moreGoogle ADKGoogle's official Agent Development KitMem0Long-term memory for AI agentsComposio250+ ready-made tools for your agentsAG2The community continuation of AutoGenOpenAI SwarmMinimal multi-agent handoffsPhidataAgents with memory, knowledge and toolsJulepStateful agents as a service

LoopX head-to-head

FAQ