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owenliang/openclaw

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agentscope openclaw

Overview

Independent scheduled task tabs for real-time viewing of task lists and execution history, supporting Cron expressions with second-level accuracy. Agentic Planning supports breaking down complex tasks, visually displaying planned progress and subtask status. Independent personality setting tab, supports real-time viewing and online editing of three profile files: AGENTS.md / SOUL.md / USER.md, and can be hot-updated without restarting after saving. Supports manual verification of sensitive tools (such as networked searches). Users can control tools to execute them via /approve or /reject commands, implementing a Human-in-the-Loop security mechanism. - : ReActAgent based on AgentScope enables multi-step reasoning and tool calls - : SSE streaming with typewriter effect - : Multiple requests queued in the same session, automatic sequential execution - : Precise interrupting based on request_id, can terminate specified SSE requests - : Stateful MCP client maintains long connections, supports Playwright browser and others - : CronManager manages scheduled tasks uniformly, all tasks are submitted to dedicated "cronjob" sessions - : Persistent long-term memory based on ReMeLight, pre_reasoning hook automatically handles short-term memory compression, tool result offload, and asynchronous long-term memory write; memory_search Supports semantic search as a tool - : via .

Overview (machine translated)

Interface Preview

Dialogue interface

Supports skill hints (triggered by entering /), in-depth research mode, image upload, real-time plan display, and other functions.

Scheduled Task Management

Independent scheduled task tabs for real-time viewing of task lists and execution history, supporting Cron expressions with second-level accuracy.

In-depth Research Model

Agentic Planning supports breaking down complex tasks, visually displaying planned progress and subtask status.

Multimodal Dialogue

Supports image upload (paste/selection), and enables image understanding and dialogue based on Qwen3.5-Plus’s multimodal capabilities.

Personality Setting

Independent personality setting tab, supports real-time viewing and online editing of three profile files: AGENTS.md / SOUL.md / USER.md, and can be hot-updated without restarting after saving.

Tool Call Acknowledgment (HITL)

Supports manual verification of sensitive tools (such as networked searches). Users can control tools via /approve or /reject commands, implementing a Human-in-the-Loop security mechanism.

1. Technology stack

Hierarchy Technology
Frontend React 18 + Three.js (3D Background)
Backend FastAPI + AgentScope
AI Model Qwen3.5-Plus (DashScope) - Supports multimodal understanding
Tool Integration MCP (Model Context Protocol)
Session storage JSON file persistence

2. Key features

  • ReAct Intelligent Inference: ReActAgent based on AgentScope enables multi-step reasoning and tool invocation
  • Real-time Streaming Response: SSE streaming with typewriter effect
  • Multiple Request Queues: Multiple requests are queued in the same session and executed automatically in sequence
  • True Interrupt Mechanism: Precise interrupts based on request_id, can terminate specified SSE requests
  • MCP Long Connections: Stateful MCP clients maintain long connections, supporting Playwright browsers and others
  • Scheduled Task Scheduling: CronManager centrally manages scheduled tasks, with all tasks submitted to a dedicated “cronjob” session for execution
  • ReMe Long-Term Memory: Persistent long-term memory based on ReMeLight, pre_reasoning hook automatically handles short-term memory compression, tool result offload, and asynchronous long-term memory write; memory_search supports semantic search as a tool
  • Personality Setting System: Agent behavior, style, and user profile are defined through three Markdown files under the .agent/defines/ directory. The frontend tab supports online editing and real-time writing, with hot updates requiring no restart

This page was translated automatically. Technical details may differ from the original.

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Install

npx skillfish add owenliang/openclaw
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