👋 Hi, I’m frxiaobei

AIPOCH medical research skill library for OpenClaw / Claude Code — covering evidence insight, protocol design, data analysis, and academic writing.

Change once, sync everywhere. Manage Claude Code configuration and Skills with chezmoi — auto-update, machine-specific templates, one-command setup for new machines.

OpenEvidence hit 1 million clinical consultations in a single day. Valuation 12x in one year. But medical AI won’t necessarily be dominated by the largest models—foundation models set the ceiling, harness determines if you ship.

The real pressure on many roles doesn’t come from today’s AI. It comes from a future tipping point—when ‘good enough + cheap + always available’ all become true at once.

$0 hardware + $0 subscription + 100% local data: Turn phone recordings into structured notes automatically. 7 recording types, smart detection. Save $2000 over three years.

Set up two new OpenClaw features tonight. Took about 15 minutes. Here’s how. Chrome DevTools MCP: Your AI Can Now Control Your Browser What’s this? Before, getting an AI to help with web tasks meant screenshots or copy-pasting content. Now it connects directly to your Chrome. Sees what you see. Clicks what you can click. Not simulated clicks. Actual Chrome DevTools Protocol—the same thing your F12 dev tools use. ...

No port forwarding, no servers, no nginx. Cloudflare Tunnel + OpenClaw for zero-cost remote access to your AI Agents. The Problem I run a team of AI Agents on my Mac Mini at home: 🤖 Main Assistant — Manages calendar, writes articles, analyzes data 🩺 Health Manager — Tracks medical reports and medications 📊 Analyst — Analyzes AI trending posts daily 💻 Code Worker — Writes code and opens PRs 24/7 The foundation is OpenClaw, an open-source AI Agent framework. It has a WebUI where you can see all Agent statuses, conversations, and task progress. ...

It was late at night. I was staring at the terminal, and only one word was in my head: done. This wasn’t a single broken file. The entire workspace root got wiped. 11,583 files. Gone in 3 minutes. What I Was Doing I was running multiple tasks in parallel and delegated frontend work to a sub-agent for speed. Gemini got a task under projects/manga-character-platform/frontend. Then it executed rm -rf ./*. ...

In my last post, I talked about a pattern I kept seeing: people spinning up 4 workspaces before they’d done anything with one. After writing that, I realized this isn’t just an OpenClaw thing. Every OpenClaw config concept maps to a management principle. Understanding these mappings helps you use OpenClaw better—and might change how you think about management itself. The Mapping Table Let me just show you: OpenClaw → Management ...

A Counterintuitive Observation I’ve been noticing something in the OpenClaw community: people rush to set up multiple workspaces before they’ve done anything with one. The architecture diagrams look great: Clear role separation. Well-defined responsibilities. And then? Every workspace sits empty. The Coordinator could’ve done everything itself. This reminds me of something my teacher used to say: bad students have the fanciest supplies. It’s Not Just Beginners You might think this is a beginner problem. It’s not. ...