AI and ML

Agent Plugins 1.0 defines a write-once-run-anywhere container for passing tools and skills across different agent platforms

The AI giants have joined forces to ask the world’s developers to all please write their agentic skills and tools into the same format. In return, coders will be able to move these superpowers easily from one platform to another (such as when they get laid off). It's designed to be write once, run everywhere.Vercel posted the initial draft of the Agent Plugins spec on Thursday, with input from Amazon, Cursor, Microsoft, and OpenAI, which all pledged fidelity (and engineers) to the project. It was quickly embraced by the Linux Foundation’s Agentic AI Foundation (AAIF), though it will operate as an independent entity. Agent Plugins 1.0 packages an AI agent’s skills and tools in a single directory structure. It builds on the AAIF-stewarded MCP protocol and the open Agent Skills standard originally created by Anthropic in 2025.

Agent Skills holds the instructions for how the agent should perform a specific task. MCP provides the connectivity to outside databases, APIs, shell scripts, and other external resources. Together, the trio makes AI capabilities modular so that they are, in theory, write-once-run-anywhere.