Yukun Yan

🚀 [EdgeClaw-2.X DAY 4 - Oh My Anthropic!] 💸 Reacting to the Anthropic API "price wars"? EdgeClaw offers the perfect solution. Try it now: [github.com/OpenBMB/EdgeCl…] Our ClawXRouter (first introduced in v1.0) just got a massive upgrade! It dynamically routes your tasks to the most cost-effective model based on difficulty and your custom preferences. 🧠⚖️ Here is how we save your wallet: 👇 🔹 Smart Routing: Simple tasks go to low-cost models (like MiniMax). Complex logic goes to high-performance beasts (like Opus). 📉 Massive Cost Cut: Execute high-quality tasks like code reviews at just ~10% of your original API costs! (Real-world code review test: $4.32 dropped to just $0.46!) ⚡ 1-Click Deployment: Our latest wrapper supports instant deployment out of the box (Mac installer available now: drive.google.com/file/d/1EuYTJd…). #Anthropic #OpenClaw #EdgeClaw #LLMs #OpenSource #DevTools

@Persist_Change we will take a look！Computer use is a very important feature.

@AIYKun CC guy here.. just made a Hermes agent and learning how I can use it 2 days ago. The chrome extension for computer control with Claude is magical. Can EdgeClaw do that?

🚀 [OpenClaw x Claude Code DAY 2] Three new features of CC including the hidden feature KAIROS are now in EdgeClaw 2.1!🚀 Taking the next massive step after our Memory update. We are moving beyond a passive "on-call" Agent — we are building a 24/7 highly autonomous personal Claw🦞. Try it now: github.com/OpenBMB/EdgeCl… Here is what we shipped today: 👇 ⏳ ClawXKairos: Now supporting Tick, Sleep, and Dream functions. Let your Claw grind and execute tasks tirelessly in the background while you sleep. 🛠️ ClawXGoverner: Massive context optimization. For complex tasks requiring 30+ rounds of tool calls, we've cut token consumption by over 85% compared to standard OpenClaw. 📦 ClawXSandbox: We ditched the heavy Docker dependency. Booting up and executing coding tasks is now instantly faster and infinitely lighter. The open-source evolution isn't slowing down. 💻🔥 #ClaudeCode #OpenClaw #EdgeClaw #LLMs #OpenSource

Check out the styles of ClawXBuddy below! 👇

🚀 [OpenClaw x Claude Code DAY 3 - Almost Done!] 🚀 Three more CC features—including the highly requested Buddy—are now live in EdgeClaw 2.2! 🦞 Try it now: github.com/OpenBMB/EdgeCl… Here is what we shipped today: 👇 ⚡️ ClawXskills: Progressive, high-efficiency skill calling. The loading phase now consumes just 15% of the original tokens! 🧠 ClawXcontext: Hierarchical context compression with on-demand expansion. Say goodbye to context bloat and lost information! 🐾 ClawXBuddy: Draw a random "blind box" to get your own unique companion pet! (Warning: No abandoning allowed! 🙅♂️❤️) The reconstruction of CC features is complete, but EdgeClaw’s evolution has just begun. We will keep pushing boundaries! 🌊🚀 #ClaudeCode #OpenClaw #EdgeClaw #LLMs #OpenSource

@AIPandaX While optimizing memory for EdgeClaw, we realized we were on the same wavelength as Claude Code. 🌊 Instead of choosing one, we're merging the best of both to create a superior, hybrid memory architecture. The synergy is incredible! 🛠️

@AIYKun Shipping the entire memory engine in just 24 hours is absolute madness

🚀 Bring Claude Code to OpenClaw! — EdgeClaw 2.0 is HERE!! We are thrilled to introduce EdgeClaw, which rapidly implements key Claude Code features into the open-source ecosystem. First feature today: The Memory Engine. 🧠 We didn't just complete the memory migration—we built massive, OpenClaw-specific improvements on top of it to take it even further. Here is the Memory Engine showdown: 👇 🔥 Memory Integration Strategy: OpenClaw: Recall & Supplement | Claude Code: Read-on-Demand | EdgeClaw: Proactive Reasoning 🔄 Continuous Consolidation: OpenClaw❌ | Claude Code: Auto-Dream | EdgeClaw: Idle & Topic-Shift Auto-Indexing 🔹 Cross-Session Project Knowledge Retention: OpenClaw❌ | Claude Code✅ | EdgeClaw✅ 🔹 Continuous User Preference Accumulation: OpenClaw❌ | Claude Code✅ | EdgeClaw✅ 🔹 Multi-Layered Structured Long-Term Memory: OpenClaw❌ | Claude Code✅ | EdgeClaw✅ Try EdgeClaw 2.0 today, and stay tuned for the big drop soon. [github.com/OpenBMB/EdgeCl…] #ClaudeCode #OpenClaw #EdgeClaw #LLMs #OpenSource

@NaoThread OpenClaw gives everyone a controller for agent productivity. Our next leap: exponential scaling and personalized evolution. Memory and proactivity are the two non-negotiables for this vision. 🛠️

@AIYKun OpenClaw was never the issue. memory was. this looks like it fixes the only thing that really mattered.

@dee_naliaks The sense of urgency is growing every day. Time waits for no one in this race—let’s build. 🚀

@AIYKun The speed of execution on this launch is impressive.

@BharukaShraddha We’re cooking up something even cooler at the OpenBMB community: embedding EdgeClaw into custom hardware. By combining Router and Memory capabilities, we’re building a 'Partner System' with real-world productivity. 🛠️📱

@AIYKun This is actually crazy fast

Memory is the bedrock for OpenClaw's complex task handling and continuous uptime. That’s why it’s our first step in optimization. Thanks for following, and everyone is welcome to join our community! 🛠️

@Diptish09 Agreed! We believe the best memory architectures are forged and refined in real-world application scenarios, not just in isolation.

@AIYKun The focus on long-term memory and user context is exactly where real usability improves.

@saidul_dev Haha, things are moving at a crazy pace! You have to keep refining just to stay in the game, but honestly, that’s what makes it so exciting. 🚀

@AIYKun Features like cross-session learning and auto-indexing can make AI workflows much more efficient and context-aware.

@HeyToha Thanks for the support! While Claude Code’s memory is powerful, we found it wasn't a perfect fit for the Claw architecture. We’ve refined the design to bridge that gap—hope you all like it! 🛠️

@AIYKun This is what open-source should feel like, fast iteration + meaningful upgrades, not just replication. EdgeClaw’s proactive memory direction looks 🔥

@thetripathi58 Exactly! That's the core philosophy behind EdgeClaw. Beyond integrating Claude Code features, we're doubling down on edge-cloud synergy and security—exemplified by our ClawXRouter plugin: github.com/OpenBMB/clawxr…

@AIYKun 100% local execution with zero data leakage is exactly what the ecosystem needed

@n__deborah Agreed. Proactivity is a non-negotiable trait for any agent with real-world utility

@AIYKun Proactive reasoning is exactly what open-source agents needed.

@FellMentKE Thanks for following! Stay tuned for more updates coming all through the week. 🚀

@AIYKun EdgeClaw 2.0 is a total game changer for developers.

The Core Design making this possible: 🏗️ Structured Multi-Layer Memory: We aggregate raw chats (L0) into semantic fragments (L1) and macro-memories (L2). A living, evolving 3D memory structure. 🔄 Continuous Memory Consolidation: The system automatically detects topic shifts and uses idle moments to progressively transform raw dialogue into higher-level structured memory. 🤖 Model-Driven Reasoning: EdgeClaw actively "thinks" through its memory index, navigating layers to find the exact context it needs. 📊 100% Local: Built-in Canvas/List dashboard via SQLite. We aren't stopping here. The leak completely validated our architectural roadmap. Right now, our team is working around the clock. 🛠️ We are relentlessly pushing to integrate even more Claude Code features（Context management, Skills,...） directly into the EdgeClaw ecosystem. Expect a massive update THIS WEEK! ⏰