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druids-driver

Orchestrate Druids agent executions across remote VMs with progress monitoring.

223|15|Updated Mar 12, 2026
Search Tags:#monitoring#agents#orchestration#execution#spec#druids
One-click install
npx skills add https://github.com/fulcrumresearch/druids --skill druids-driver
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: druids-driver
Source: https://github.com/fulcrumresearch/druids/tree/main/.claude/skills/druids-driver
Command: npx skills add https://github.com/fulcrumresearch/druids --skill druids-driver

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Druids-driver streamlines the orchestration of Druids: launching agent executions, tracking progress, writing specs, and reviewing results, so you can delegate complex tasks to autonomous agents with confidence.

Core Features & Use Cases

  • Orchestrates multi-agent executions across devboxes and VMs.
  • Guides spec creation, program selection, and lifecycle management for executions.
  • Provides observability into execution progress, agent status, and PR outcomes for post-hoc reviews.

Quick Start

Provide a program and a spec to Druids-driver, launch an execution with the CLI, and monitor progress until completion.

Frequently Asked Questions about druids-driver

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

FAQPage Schema
How do I orchestrate multi-agent executions across remote VMs?▼

Multi-agent executions across remote VMs are orchestrated by providing a spec and program to a driver, which then launches, tracks, and reviews the agent workflows automatically until completion.

What is the best way to monitor agent execution progress and PR outcomes?▼

Monitoring agent execution progress and PR outcomes is achieved through the driver's lifecycle management interface, which provides observability into agent status and execution logs for post-hoc reviews.

How do I automate spec generation and code reviews for autonomous agents?▼

Automating spec generation and code reviews requires guiding the agent execution lifecycle through a driver tool that delegates feature exploration and automated code reviews across devboxes.

Can I use this orchestration driver for delegated workflows on devboxes?▼

Yes, the orchestration driver supports delegated workflows on devboxes by applying a defined program interface to launch agents, track execution progress, and review resulting PR outcomes.

Do I need a defined spec and program to start an agent execution lifecycle?▼

Yes, a defined spec and program are required inputs to launch an execution lifecycle, allowing the driver to manage the autonomous agent workflow and monitor progress until completion.

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