spokesman

Launch orchestrator.py and route worker events through a user-interaction layer.

Updated Apr 25, 2026

Search Tags:#workflow #orchestrator #human-in-the-loop #task-management #spokesman #agentmesh

Ready to run

npx skills add https://github.com/gara2000/agentmesh --skill spokesman

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: spokesman
Source: https://github.com/gara2000/agentmesh/tree/main/plugins/agentic-workflows/skills/spokesman
Command: npx skills add https://github.com/gara2000/agentmesh --skill spokesman

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Thin user-interaction layer for the AgentMesh agentic workflow. Bootstraps the system (starts orchestrator.py daemon), then surfaces worker events to the user and relays decisions back to the orchestrator.

Core Features & Use Cases

Bootstraps the AgentMesh workflow by launching the orchestrator and exposing live worker events to a human operator.
Manages event-driven triage, PR and plan reviews, and planner/brainstormer task coordination through a deterministic command flow.
Enforces state discipline by persisting mode and triage context, and ensuring ACK-based command execution.

Quick Start

Launch the Spokesman to bootstrap the AgentMesh workflow and begin interacting with worker events.

Frequently Asked Questions about spokesman

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

FAQPage Schema

How do I streamline human-in-the-loop coordination for agentic workflows?▼

You can streamline human-in-the-loop coordination by surfacing worker events and routing manual decisions through a dedicated user-interaction layer, automating triage and real-time feedback across agents.

What is the best way to automate PR approval and plan reviews in an agent workflow?▼

Automating PR approval and plan reviews is best handled by an event-driven triage layer that enforces state discipline and ensures ACK-based command execution for deterministic manual coordination.

How does a user-interaction layer manage worker events in task-management workflows?▼

A user-interaction layer manages worker events by bootstrapping the orchestrator daemon, exposing live event feeds to a human operator, and relaying decisions back to drive the workflow.

Do I need an orchestrator daemon to run human-in-the-loop task management?▼

Yes, you need an orchestrator daemon to run this human-in-the-loop task management, as the interaction layer bootstraps the system by launching the daemon and relies on its state to drive commands.

When should I use a dedicated interaction layer for agent task triage?▼

You should use a dedicated interaction layer for agent task triage when your workflow requires manual plan reviews, PR approvals, and real-time user feedback across brainstormers, planners, and workers.

Why does deterministic command execution matter in human-in-the-loop workflows?▼

Deterministic command execution matters because it enforces state discipline by persisting mode and triage context, ensuring that human decisions reliably trigger the correct automated agent responses.