클로드 코드는 이제 /인식할 수 있습니다.

Agents can't act on what they can't perceive. Website · Quick Start · Sensors · SensorHub · Docs · Community World2Agent (W2A) is an open protocol that standardizes how AI agents perceive the real world. Install a sensor, your agent gets structured, real-time data. Swap sensors freely — they all speak the same schema. W2A isn't a product. It's an open protocol and an invitation. We built the first sensors — the real breakthroughs will come from the community. World → Sensor → Agent Sensors watch data sources and emit structured data following W2A Protocol. Your agent receives signals and decides what to do. → Signal format spec · Architecture deep dive W2A ships with native agent-runtime plugins for Claude Code, Hermes, and OpenClaw — pick whichever runtime you already use. In an active session, install the world2agent plugin: /plugin marketplace add machinepulse-ai/world2agent-plugins /plugin install world2agent@world2agent-plugins /reload-plugins Add a sensor — for example, Hacker News stories, frontier AI lab posts: /world2agent:sensor-add @world2agent/sensor-hackernews /world2agent:sensor-add @quill-io/sensor-frontier-ai-news Restart Claude Code with the plugin channel loaded so sensor signals flow into your session: claude --dangerously-load-development-channels plugin:world2agent@world2agent-plugins Install the bridge once: npm install -g @world2agent/hermes-sensor-bridge hermes skills install machinepulse-ai/world2agent-plugins/hermes-sensor-bridge/skills/world2agent-manage In an interactive hermes session, describe the intent in natural language or use the slash form — the agent handles npm install, SETUP.md Q&A, webhook subscription, and subprocess startup: /world2agent-manage add @world2agent/sensor-hackernews First time only: the agent will ask you to restart hermes gateway once after it enables the webhook platform. Every install after that is seamless. Each signal triggers a fresh AIAgent.run_conversation() against the generated handler skill. Three steps: npm install -g @world2agent/openclaw-sensor-bridge openclaw skills install world2agent-manage Then send this in your OpenClaw chat: Use world2agent-manage skill install @quill-io/sensor-frontier-ai-news The skill walks the SETUP.md Q&A, generates a handler skill, registers the sensor, and starts the supervisor. Subsequent signals each trigger a fresh /hooks/agent call against the handler. First time only: the bridge writes a managed hooks block into~/.openclaw/openclaw.json (auto-generateshooks.token if absent) and asks you to runopenclaw gateway restart once. A timestamped backup of the original config is kept next to the file. Every install after that is seamless. If you have a paired chat platform (Feishu, iMessage, Telegram, …) configured via _HOME_CHANNEL in ~/.openclaw/.env , replies are auto-pushed to that chat by default. → Browse the full catalog on SensorHub. Security — install only sensors you trust. A sensor's signals drive what your agent perceives and does, so an untrusted sensor is effectively an untrusted instruction source. Stick to open-source sensors from authors you trust, and review the code first. Integrating W2A into your own agent system? See the developer quick start for the SDK code path. → Full guide · Multi-sensor · SensorHub SensorHub is the catalog of every W2A sensor — official and community-built, organized by what each one perceives (markets, news, production alerts, weather, AI labs, …). Browse it to see what's available, view each sensor's signal schema, and grab the one-line install command. Looking for a sensor? Start here. Every sensor is a standard npm package — npm search w2a-sensor works as a fallback if you prefer the raw view. Build your own in ~50 lines. The build-w2a-sensor skill walks an AI coding agent through discovery, signal design, scaffolding, and the install recipe — install it with: npx skills add https://github.com/machinepulse-ai/world2agent/skills/build-w2a-sensor Once it's ready, ship it to npm: npm publish That's it — your sensor is now installable by anyone, anywhere. - Graph layer — compose and enrich signals from multiple sensors before they reach your agent. → RFC - 🔧 Build a sensor — npm publish and it's live - 🐛 Report bugs — open an issue - 💡 Suggest a sensor — Discussions Website · X / Twitter · YouTube · Discord Built by MachinePulse · Open source, open protocol, open invitation.