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world2agent-protocol

Map real-world events into structured World2Agent signals for AI agents.

2|1|Updated May 16, 2026
Search Tags:#integration#protocol#real-time#sensor#signal#world2agent#open-protocol
One-click install
npx skills add https://github.com/Aradotso/ai-agent-skills --skill world2agent-protocol
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: world2agent-protocol
Source: https://github.com/Aradotso/ai-agent-skills/tree/main/skills/world2agent-protocol
Command: npx skills add https://github.com/Aradotso/ai-agent-skills --skill world2agent-protocol

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

World2Agent provides a standardized, real-time perception layer so AI agents can receive structured signals from sensors watching external data sources.

Core Features & Use Cases

  • Open protocol for sensor signals across multiple platforms (Claude, Hermes, OpenClaw) with a shared schema.
  • Quick integration of new sensors like Hacker News, Frontier AI News, weather, etc., into agent workflows.
  • Use case: feed live news signals to trigger decision-making and actions in autonomous agents.

Quick Start

Register a world2agent sensor and start streaming signals into your agent's decision loop.

Frequently Asked Questions about world2agent-protocol

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I feed real-time sensor signals into AI agents for decision-making?▼

Real-time sensor signals are fed into AI agents by mapping external data source events into structured World2Agent signals. This standardized perception layer allows autonomous workflows across Claude, Hermes, and OpenClaw to consume live data and trigger actions.

What is the World2Agent protocol for autonomous agent workflows?▼

The World2Agent protocol is an open standard that defines a shared schema for real-time sensor signals. It enables AI agents to receive structured inputs from external data sources like news feeds or alerts for autonomous decision-making.

How do I integrate live news and alert streams into autonomous agents?▼

You integrate live news and alert streams by registering a World2Agent sensor and streaming the data into your agent's decision loop. This allows quick integration of sources like Hacker News or weather feeds into agent workflows.

Does the World2Agent sensor protocol work across multiple AI platforms?▼

The World2Agent sensor protocol works across multiple AI platforms including Claude, Hermes, and OpenClaw. It uses a shared schema to ensure structured signals are consistently consumable across different autonomous agent environments.

How do I compose multiple sensor streams for a single AI agent?▼

Multiple sensor streams are composed using the documented multi-sensor composition guidelines within the World2Agent protocol. This allows you to combine diverse data feeds like news and weather into one structured signal format for your agent.

When do I need a standardized perception layer for AI agents?▼

You need a standardized perception layer when integrating multiple external data feeds into autonomous agents. It provides a clear signal format and documented installation steps to ensure consistent real-time world perception across different workflows.

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