build-w2a-sensor

What problem does it solve?

Developing a World2Agent sensor that adheres to the official protocol, delivers high-quality signals for AI agents, and includes a seamless install experience for end users requires navigating complex, undocumented best practices. This Skill eliminates trial and error by providing a structured, phase-by-phase guide that ensures sensors are functional, compliant, and easy to adopt.

Core Features & Use Cases

• Structured 6-phase workflow: Covers every step of sensor development, from interrogating the target data source and designing signal schemas to scaffolding the package, authoring the install recipe, testing, and optional publishing to npm for ecosystem access.
• Protocol and quality guardrails: Enforces W2A protocol rules including correct domain.entity.action event typing, AI-readable event summaries, self-describing source payloads, and minimal user-facing configuration to avoid bloated, hard-to-use sensors.
• Use Case: A developer building a sensor for a new data source (such as a niche industry API, social media platform, or internal tool) can use this Skill to deliver a production-ready sensor that agents can consume immediately, with a one-command install flow for end users.

Quick Start

Use the build-w2a-sensor skill to design, scaffold, test, and optionally publish a new World2Agent sensor for your target data source.