OpenBMB/EdgeClaw

OpenBMB/EdgeClaw

Description: EdgeClaw: Edge-Cloud Collaborative Personal AI Assistant based on OpenClaw

Language: TypeScript

License: MIT

Stars: 1222

Forks: 73

Open issues: 2

Created: 2026-02-13T03:49:56Z

Pushed: 2026-04-15T09:25:35Z

Default branch: main

Fork: yes

Parent repository: openclaw/openclaw

Archived: no

README:

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What's New 🔥

• [2026.04.03] 🚀 Three Claude Code-liked features released: 🔧 [ClawXTool](./extensions/clawxtool/) launches an 8-in-1 tool suite (including security analysis, secret scanning, git worktrees, etc.), 🔍 [ClawXSkill](./extensions/clawxskill/) releases an intelligent discovery engine (supporting skill search and model judge), and 🧠 [ClawXContext](./extensions/openbmb-clawxcontext/) introduces smooth context compaction and dynamic reinjection for long sessions.
• [2026.04.02] 🚀 Released three Claude Code-liked features optimized for OpenClaw — 🤖 [ClawXKairos](./extensions/clawxkairos/) (Self-Driven Agent Loop), 🛡️ [ClawXGovernor](./extensions/clawxgovernor/) (Tool Governance), and 📦 [ClawXSandbox](./extensions/ClawXSandbox/) (Claude Code-Style Sandbox)
• [2026.04.01] 🎉 EdgeClaw 2.0 is officially open-sourced, featuring a brand-new memory engine and cost-saving router — bringing the Claude Code experience to OpenClaw!
• [2026.04.01] 🎉 ClawXMemory released — inspired by Claude Code's memory mechanism, it delivers a smoother experience for OpenClaw scenarios with multi-layered structured long-term memory and proactive reasoning!
• [2026.03.25] 🎉 ClawXRouter released — 5-tier cost-saving routing + three-tier privacy collaboration + visual Dashboard
• [2026.03.13] 🎉 EdgeClaw adds Cost-Aware Collaboration: automatically determines task complexity and matches the most economical cloud model
• [2026.02.12] 🎉 EdgeClaw is officially open-sourced — an Edge-Cloud Collaborative AI Agent

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💡 About EdgeClaw

EdgeClaw is an Edge-Cloud Collaborative AI Agent jointly developed by THUNLP (Tsinghua University), Renmin University of China, AI9Stars, ModelBest, and OpenBMB, built on top of OpenClaw.

OpenClaw vs Claude Code vs EdgeClaw

| | OpenClaw | Claude Code | EdgeClaw | | -------------------------------- | :------: | :------------------: | :-------------------------------------------: | | Cross-session project knowledge | ✗ | ✓ | ✓ | | Persistent user preference | ✗ | ✓ | ✓ | | Multi-layered structured memory | ✗ | ✓ | ✓ | | Memory integration strategy | Recall | On-demand read | Proactive reasoning | | Continuous memory consolidation | ✗ | Auto-Dream (backend) | Auto-consolidation on idle & topic switch | | Cost-aware routing | ✗ | ✗ | 58% cost savings | | Three-tier privacy collaboration | ✗ | ✗ | S1/S2/S3 | | Context working set management | ✗ | ✓ | ✓ | | Tool risk governance & audit | ✗ | ✓ | ✓ | | Self-driven agent loop | ✗ | ✓ | ✓ | | Sandboxed execution | ✗ | ✓ | ✓ | | Intelligent skill discovery | ✗ | ✗ | ✓ | | Built-in security tool suite | ✗ | △ | ✓ | | Virtual pet companion | ✗ | ✓ | ✓ | | Visual Dashboard | ✗ | ✗ | ✓ |

✨ Highlights at a Glance

🌟 Claude Code-Liked Features

• 🤖 Self-Driven Loop — [ClawXKairos](./extensions/clawxkairos/): Tick scheduling + Sleep tool + background command automation + async sub-agents, enabling the agent to work autonomously and continuously
• 🛡️ Tool Governance — [ClawXGovernor](./extensions/clawxgovernor/): Three hook middlewares — context tail-window trimming, tool call risk interception & audit, session note incremental append. Deeply optimized for OpenClaw scenarios, saving 85% tokens over 30 rounds of calls
• 📦 Sandbox Execution — [ClawXSandbox](./extensions/ClawXSandbox/): Fully isolated local execution environment based on system-level sandboxing (bwrap / sandbox-exec). Focused on being lightweight, fast, and zero-dependency, completely eliminating all Docker overhead.
• 🔧 Unified Tool Suite — [ClawXTool](./extensions/clawxtool/): 8-in-1 plugin providing 13 tools, covering security audit (bash security analysis, secret scanning), workflow (git worktree management, structured task tracking), development assistance (cron parsing, notebook editing), and agent interaction (memory age annotations, interactive user questions).
• 🔍 Skill Discovery — [ClawXSkill](./extensions/clawxskill/): Automatically discovers and indexes agent skills across the workspace using BM25 keyword search, optional embedding-based semantic search, and LLM model judge for intelligent skill matching.
• 🧠 Memory Engine — [ClawXMemory](./extensions/openbmb-clawxmemory/): A structured long-term memory engine built for OpenClaw. Building on the ideas behind Claude Code's memory mechanism, it further introduces multi-layered structured memory and model-driven memory retrieval. _(v0.1.5)_
• 📝 Context Engine — [ClawXContext](./extensions/openbmb-clawxcontext/): OpenClaw context engine focused on long-session stability, smooth context compaction, and dynamic reinjection.
• 🐾 Virtual Pet Companion — [ClawXBuddy](./extensions/clawxbuddy/): An adorable ASCII virtual pet companion with idle animations, rarity traits, and interactive commands to keep you company.

🔥 Other Core Features

• 💰 Cost-Saving Router — ClawXRouter: LLM-as-Judge automatically determines complexity, routing 60–80% of requests to cheaper models. Real-world PinchBench testing shows 58% cost savings with scores 6.3% higher.
• 🔒 Three-Tier Privacy — S1 direct cloud / S2 desensitized forwarding / S3 fully local processing — sensitive data never leaves the device.
• 🚀 Zero Configuration — pnpm build && node openclaw.mjs gateway run, auto-generates config on first launch, just fill in your API Key.
• 📊 Dual Dashboard — ClawXRouter routing config hot-reload + ClawXMemory memory canvas visualization.

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🎬 Demo

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📦 Quick Start

1. Build

git clone https://github.com/openbmb/edgeclaw.git
cd edgeclaw

pnpm install
pnpm build

2. Launch

node openclaw.mjs gateway run

> EdgeClaw uses…