orchestrator-mode

Coordinate subharness fleets for distributed AI workflows with deterministic routing.

4|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/danmestas/wardrobe --skill orchestrator-mode-danmestas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator-mode
Source: https://github.com/danmestas/wardrobe/tree/main/skills/orchestrator-mode
Command: npx skills add https://github.com/danmestas/wardrobe --skill orchestrator-mode-danmestas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill coordinates and manages a fleet of subharnesses to run distributed AI workflows, enabling operator-led orchestration with transparent routing and auditability.

Core Features & Use Cases

  • Deterministic routing of intents to subharnesses, including prioritization and batching.
  • Real-time decision logging and escalation handling to keep operators informed.
  • Audit trail generation and merge logic for multi-harness plans and results.

Quick Start

Spawn the host-mode orchestrator and begin dispatching subharnesses using the darkish spawn workflow.

Frequently Asked Questions about orchestrator-mode

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

FAQPage Schema
How do I coordinate distributed AI workflows across multiple subharnesses?

Coordinate distributed AI workflows by spawning a host-mode orchestrator to route intents, dispatch workers, and monitor escalations across a fleet of subharnesses. This provides deterministic routing and real-time decision logging for multi-task management.

What is the best way to generate an audit trail for automated workflow routing?

Generate an audit trail for automated workflow routing by using an orchestrator to standardize prompts and log real-time decisions. This approach creates transparent audit-trail records and applies merge logic for multi-harness plans and results.

How do I handle task escalations when dispatching automated workers?

Handle task escalations when dispatching automated workers by running a host-mode orchestrator. It monitors distributed tasks and applies standardized escalation handling to keep operators informed during real-time decision logging.

Does host-mode orchestration support intent prioritization and batching?

Host-mode orchestration supports deterministic routing of intents to subharnesses, including both prioritization and batching. This allows operators to manage a fleet of workers efficiently while maintaining transparent auditability.

When do I need an orchestrator for subharness management?

You need an orchestrator for subharness management when running distributed AI workflows that require operator-led coordination, deterministic intent routing, and transparent audit-trail generation across multiple simultaneous tasks.

How do I start dispatching subharnesses using a host-mode session?

Start dispatching subharnesses by spawning the host-mode orchestrator and using the darkish spawn workflow. This initiates the operator session, enabling you to route intents and monitor real-time decisions across your fleet.