orchestrate

Execute prepared runbooks step-by-step with artifact verification and escalation.

Updated Jan 19, 2026
One-click install
npx skills add https://github.com/ddaanet/agent-core --skill orchestrate-ddaanet
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/ddaanet/agent-core/tree/main/skills/orchestrate
Command: npx skills add https://github.com/ddaanet/agent-core --skill orchestrate-ddaanet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates the execution of prepared runbooks using a weak orchestrator pattern. It coordinates step-by-step execution through plan-specific agents, tracks progress, and manages reports and escalations.

Core Features & Use Cases

  • Deterministic execution: Run step-by-step through plan-specific agents with artifact verification.
  • Progress and reporting: Centralized progress tracking and report generation for each step.
  • Escalation and vet-fix flow: Built-in escalation paths to diagnose and fix failures via vet-fix-agent.
  • Artifact-driven orchestration: Validates required artifacts (plan, steps, orchestrator plan) before execution.

Quick Start

Invoke the orchestrate skill against a prepared runbook, for example: /orchestrate oauth2-auth

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I automate multi-step runbook execution with deterministic progress tracking?

Automate multi-step runbook execution by using a weak orchestrator pattern that enforces deterministic step execution, centralized progress tracking, and report generation for each phase through plan-specific agents.

What is a weak orchestrator pattern for runbook automation?

A weak orchestrator pattern for runbook automation coordinates step-by-step execution through plan-specific agents while tracking progress, verifying artifacts, and managing escalations without relying on a centralized control loop.

How do I handle step failures and escalations during automated runbook execution?

Handle step failures and escalations during automated runbook execution by utilizing the built-in vet-fix flow, which diagnoses failures and attempts fixes through a dedicated vet-fix-agent before escalating.

What artifacts are required before executing a prepared runbook?

Required artifacts for executing a prepared runbook include the plan, defined steps, and the orchestrator plan, which are all validated by the artifact-driven orchestration logic before execution begins.

Does runbook automation work with plan-specific agents for artifact verification?

Yes, runbook automation works with plan-specific agents to enforce deterministic execution and validate required artifacts, ensuring that each step is processed accurately and artifacts are verified before proceeding.

When should I not use a weak orchestrator for multi-step runbooks?

Avoid using a weak orchestrator for multi-step runbooks when you lack prepared plan-specific agents, orchestrator plans, and required artifacts, as the automation strictly enforces artifact validation and deterministic step execution.