ClawXRouter optimizes OpenClaw agents by dynamically routing tasks between local and cloud models ba

Using @openclaw but struggling with sensitive data, high costs, or weak local models?
🚀 Meet ClawXRouter — a routing plugin that brings edge–cloud collaboration to your OpenClaw Agent. Built by @TsinghuaNLP + @OpenBMB & collaborators — now open-source

💡 Why #OpenClaw users need ClawXRouter :
1️⃣ 🛡️ Privacy-aware routing:
Requests are automatically classified into:
- S1 (Safe → Cloud)
- S2 (Sensitive → Redacted → Cloud)
- S3 (Deeply Private → Local only)
Private data never leaves your machine.
And for complex tasks involving sensitive data (e.g. multi-file analysis), no need to rely on weak local models — data is automatically redacted and safely forwarded to the cloud (S2), combining privacy with strong reasoning.
2️⃣ 💸 Cost-aware model selection：
A lightweight local LLM-as-Judge evaluates each task and routes it to the right model:
- Simple tasks → cheap/local models
- Complex tasks → powerful cloud models
📊 Result: 93.2% on PinchBench at just $2.36
→ ~58% cheaper than Sonnet + 6.3% better performance
3️⃣ ⚡ Composable pipeline + visual Dashboard：
- Composable routing pipeline: privacy-first, hook-based orchestration across the full lifecycle
- Real-time Dashboard: monitor usage, inspect routing decisions, and customize rules instantly (no restart needed)
Everything runs automatically — but stays fully controllable.

⚡Ready to try it? Install in one line 👇
pnpm add -w @openbmb/clawxrouter
🔗 https://t.co/w2iyYat0AC
🔗 https://t.co/8dL7jgpLiR

#AI #AIAgents #LLM #OpenSource #EdgeAI #CloudAI #Privacy #GenAI #Developers #OpenBMB #OpenClaw