agentscope-ai/HiClaw

• highreadme#1

  Reposition the README's H1 and opening paragraph to clarify its core identity

  原因：

  当前

  <h1 align="center">
      
    <br>
  </h1>
  
  [English](./README.md) | [中文](./README.zh-CN.md) | [日本語](./README.ja-JP.md)
  
  <p align="center">
    <a href="https://deepwiki.com/higress-group/hiclaw"></a>
    <a href="https://discord.com/invite/NVjNA4BAVw"></a>
  </p>
  
  **HiClaw is an open-source collaborative multi-agent runtime platform. It enables multiple Agents to collaborate in a controlled and auditable room, with full human visibility and intervention capabilities throughout the process..**

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  # HiClaw: The Collaborative Multi-Agent OS for Human-in-the-Loop Task Coordination
  
  HiClaw is an open-source operating system designed for collaborative multi-agent systems, enabling transparent, human-in-the-loop task coordination within enterprise environments, typically via Matrix rooms. Unlike traditional agent frameworks that focus on building individual agents, HiClaw provides a runtime platform to orchestrate and manage multiple diverse agent containers, fostering collaboration between agents and humans with full visibility and intervention capabilities.

  待办完成忽略
• mediumtopics#2

  Expand repository topics to include broader categorization terms

  原因：

  当前

  agent-teams, openclaw

  复制粘贴的修复

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  multi-agent-systems, agent-orchestration, human-in-the-loop-ai, collaboration-platform, enterprise-ai, ai-platform, task-coordination, agent-runtime, agent-teams, openclaw

  待办完成忽略
• mediumreadme#3

  Add a dedicated section to the README clarifying HiClaw's unique position

  原因：

  复制粘贴的修复

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  ## HiClaw's Unique Position: Not Just Another Agent Framework or Workflow Orchestrator
  
  HiClaw is fundamentally different from typical agent frameworks like LangChain, CrewAI, or AutoGen. While these frameworks provide tools to *build* individual agents or define agent interactions, HiClaw operates as a higher-level *operating system* or *runtime platform* for managing and orchestrating *multiple, diverse agent containers* in a collaborative environment. It focuses on human-in-the-loop transparency and auditable task coordination, rather than solely on agent logic implementation.
  
  Furthermore, HiClaw is not a traditional workflow orchestrator like Apache Airflow or Temporal. While it facilitates task coordination, its core lies in enabling dynamic, intelligent collaboration between human and AI agents within a shared communication space (e.g., Matrix rooms), offering real-time visibility and intervention capabilities that go beyond static workflow definitions. HiClaw manages the *agents themselves* and their collaborative processes, rather than just data pipelines or predefined tasks.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to build a collaborative multi-agent system with human oversight capabilities?

  你：未被推荐
  AI 推荐顺序：

  1. LangChain (langchain-ai/langchain)
  2. CrewAI (joaomdmoura/crewAI)
  3. Haystack (deepset-ai/haystack)
  4. AutoGen (microsoft/autogen)
  5. OpenAI Assistants API
  6. Rasa (RasaHQ/rasa)
  7. RabbitMQ
  8. Apache Kafka

  AI 推荐了 8 个替代方案，却始终没点名 agentscope-ai/HiClaw。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What open-source platforms facilitate transparent multi-agent collaboration and task coordination in enterprise environments?

  你：未被推荐
  AI 推荐顺序：

  1. Apache Airflow
  2. Camunda Platform (Community Edition)
  3. Temporal
  4. Apache Kafka
  5. Prefect (Open Source)
  6. Zeebe
  7. Rasa (Open Source)

  AI 推荐了 7 个替代方案，却始终没点名 agentscope-ai/HiClaw。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of agentscope-ai/HiClaw?

  pass
  ✓AI 明确点名了 agentscope-ai/HiClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts agentscope-ai/HiClaw in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 agentscope-ai/HiClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo agentscope-ai/HiClaw solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 agentscope-ai/HiClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？