everyrowby futuresearch
by futuresearch

EveryRow Skill

The skill is a guidance file (SKILL.md) that teaches AI agents how to use everyrow effectively. It works with any MCP server backend, whether the remote OAuth server or a local API-key-based server.

Install manually

The skill file lives at skills/everyrow-sdk/SKILL.md. You can point any agent to it directly.

Install into Claude Code via plugin

claude plugin marketplace add futuresearch/everyrow-sdk
claude plugin install everyrow@futuresearch

The plugin bundles the skill, MCP server, and hooks (stop guard, results notification, session cleanup) into a single install.

If you already have the remote MCP server set up, the plugin adds the skill file and hooks on top.

If you do not have the remote MCP server, the plugin sets up a local MCP server instead. This requires an API key:

export EVERYROW_API_KEY=sk-cho-...

What the skill provides

  1. Skill file guides the agent to write Python SDK code when you need full control (custom Pydantic models, preview=True, effort levels, multi-step pipelines chained in memory).
  2. Hooks a stop guard that prevents the agent from ending its turn while an operation is running, a results notification (macOS), and session cleanup on exit.

Related

Claude Code setup remote MCP setup

Python SDK full SDK documentation for developers

MCP Server Reference all MCP tool parameters

Progress Monitoring status bar, stop guard, and hooks