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.