orchestrator

Coordinate subagent delegation and review cycles at session start.

11|5|Updated Jan 9, 2026

Search Tags:#workflow #subagents #delegation #governance #code-review #orchestrate #parallelism

Ready to run

npx skills add https://github.com/rbergman/dark-matter-marketplace --skill orchestrator-rbergman

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/rbergman/dark-matter-marketplace/tree/main/plugins/workflow/skills/orchestrator
Command: npx skills add https://github.com/rbergman/dark-matter-marketplace --skill orchestrator-rbergman

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables strategic delegation and coordination of subagents at session start to maintain high-level control over tasks and outcomes.

Core Features & Use Cases

Proactively determines applicable skills for tasks and assigns subagents accordingly.
Oversees delegation thresholds, review cycles, and result synthesis to ensure alignment with goals.
Facilitates parallel work with safe bead management, and centralized posture for governance and traceability.

Quick Start

Start the session as the primary Claude instance and declare the orchestrator role. Use bd to claim, update, and close beads, monitor subagent progress, and run bd sync at session end to synchronize state.

Frequently Asked Questions about orchestrator

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

FAQPage Schema

How do I coordinate subagents for parallel development tasks?▼

Subagent coordination is managed by proactively determining applicable skills, assigning tasks based on delegation thresholds, and overseeing review cycles to ensure results align with your goals.

What is safe delegation in a multi-agent workflow?▼

Safe delegation means enforcing proactive skill activation, monitoring subagent progress with bead management, and synthesizing results to maintain governance and traceability.

When should I delegate work to subagents instead of handling it directly?▼

Delegate to subagents when development or research tasks benefit from parallel execution and centralized governance, ensuring you can synthesize results and maintain traceability.

How do I manage code review across multiple parallel subagents?▼

Code review across subagents requires overseeing delegation thresholds and running structured review cycles, facilitated by centralized posture for governance and traceability.

Can I use subagent orchestration for research tasks as well as development?▼

Subagent orchestration supports research tasks by proactively determining applicable skills, assigning subagents accordingly, and overseeing result synthesis for both development and research workflows.

How do I synchronize state at the end of a subagent orchestration session?▼

State synchronization at session end uses bd sync to capture bead management activities, ensuring all delegated work and results are recorded for governance and traceability.