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wf-docker-subagent-orchestration-method

Package, dispatch, and merge subagent review packets for PACED orchestration.

Updated Nov 7, 2025
Search Tags:#dispatch#orchestration#merge#subagent#packets#deterministic-workflow
One-click install
npx skills add https://github.com/belluga/delphi-ai --skill wf-docker-subagent-orchestration-method
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: wf-docker-subagent-orchestration-method
Source: https://github.com/belluga/delphi-ai/tree/main/.cline/skills/wf-docker-subagent-orchestration-method
Command: npx skills add https://github.com/belluga/delphi-ai --skill wf-docker-subagent-orchestration-method

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provide a portable orchestration layer for PACED review subagents using derived dispatch and merge packets, enabling bounded external opinions without creating hidden authority.

Core Features & Use Cases

  • Dispatch and merge: Package the subagent review and dispatch results, then merge outputs into a single decision.
  • Deterministic helpers: Use the Python scripts to build the dispatch packet and to merge reviewer outputs.
  • No-authority governance: Enforce derived, non-authoritative packets that cannot override governing gates.
  • Use Case: Orchestrate bounded external opinions for a multi-subagent review in a containerized workflow.

Quick Start

Run the dispatch script to create a bounded review packet, collect the subagent's JSON results, and run the merge script to fold the authoritative resolution back into the governing plan.

Frequently Asked Questions about wf-docker-subagent-orchestration-method

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

FAQPage Schema
How do I orchestrate multiple subagent reviews without giving them authority over the main workflow?▼

To orchestrate subagent reviews without hidden authority, package review inputs into derived dispatch packets, collect non-authoritative JSON results, and use a merge script to fold them into a single governing decision.

What is a deterministic dispatch packet in a multi-subagent review workflow?▼

A deterministic dispatch packet is a bounded data structure generated by a Python script to send review tasks to subagents, ensuring reproducible inputs and preventing subagents from overriding governing workflow gates.

How do I merge external subagent opinions into a single governing plan?▼

You merge external subagent opinions by running a provided merge script that collects non-authoritative JSON results from dispatched subagents and folds the final resolution back into your governing plan.

Can I use containerized workflows to orchestrate bounded external opinions from subagents?▼

Yes, this orchestration method is designed for containerized workflows, applying deterministic packet generation and explicit dispatch/merge tooling to safely collect bounded external opinions from multiple subagents.

When should I avoid using non-authoritative subagent packets for workflow orchestration?▼

You should avoid using non-authoritative subagent packets when a task requires subagents to make direct governing decisions, as this method enforces that derived packets cannot override authoritative workflow gates.

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