{"repo":"finewood2008/centaurloop","free":true,"listed":false,"github":"https://github.com/finewood2008/centaurloop","clone":"git clone https://github.com/finewood2008/centaurloop.git","description":"半人马环 Centaur Loop：AI 员工的最小工作单元框架。把复杂岗位拆解为可由 AI 接管、由人类治理、由反馈和记忆持续进化的循环工作流 / The smallest work unit for building AI employees.","language":"TypeScript","stars":100,"topics":["agent-memory","agent-orchestration","agent-runtime","ai-agent","ai-agents","ai-infrastructure","ai-startup","ai-workbench","ai-workflow","chinese"],"license":"MIT","category":"ai-agents","readme_excerpt":"Centaur Loop / 半人马环 English 简体中文 Website Technical Design 中文定位 Centaur Loop is an open-source framework for building AI employees from governable work loops. 半人马环是 AI 员工的最小工作单元框架。 A digital worker is not one big Agent. It is a set of governable, composable, evolving Centaur Loops. Each Centaur Loop is the smallest AI-takable unit of work: a repeatable loop with a clear goal, context, AI execution, human gates, real-world feedback, confirmed memory, and next-cycle improvement. 中文简述：AI 员工不是一个大而全的 Agent，而是由多个可治理、可组合、可持续进化的半人马环组成。每个半人马环都是一个可被 AI 接管的最小循环工作流。 The loop is the unit of digital labor. 数字劳动的基本单位不是 prompt、task 或 workflow，而是可治理的工作闭环。 Why This Exists Most AI systems still optimize the wrong layer: - Prompt tools optimize single outputs. - Workflow engines move steps forward. - Agent frameworks plan and execute tasks. - Cron wakes jobs up. But an AI employee needs more than execution. It needs bounded responsibility, human judgment, feedback, memory, and the ability to improve across cycles. Centaur Loop turns work into small, governable loops that can be gradually taken over by AI while keeping humans in control of judgment, risk, publishing, and memory. 中文说明：半人马环关注的不是“让 AI 做一次任务”，而是“如何把岗位拆成可治理、可验证、可逐步交给 AI 的工作单元”。 Core Definition A Centaur Loop contains: Part Meaning --- --- Goal The business outcome this loop owns. Context & Input Data, tools, constraints, history, and memory. AI Execution The work that can be delegated to a model, agent, or runtime. Human Gates Judgment","default_branch":null,"files":null,"tree":[],"storefront":"/r/finewood2008","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/finewood2008/centaurloop/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}