
450+ Medical Research AI Skills: From Literature Search to SCI Submission
AIPOCH medical research skill library for OpenClaw / Claude Code — covering evidence insight, protocol design, data analysis, and academic writing.

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

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.

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. ...

In the AI era, most people’s futures are up in the air. This morning I came across a tweet from @python_xxt saying individuals need to be like loaches—constantly finding cracks, squirming through, staying flexible, carving out their own niche. He’s right. But I want to add something: squirming alone isn’t enough. You need to accumulate something with every step. Let’s talk about how to squirm, where to squirm, and how to make it all worth your while. ...

Lately, everyone’s been sharing “how to write Claude Skills.” It reminds me of last April when the boss decided we were going all-in on MCP. Less than 100 people on the team, and in under a year, we cranked out over a hundred MCPs. Back then, teams were competing to report their MCP wins. People were pretty proud of it. The result? We actually use maybe 10 of them. Now Skills are coming. My guess? It’ll blow up in China in about 2 months. ...