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agenticflow-workforce

Orchestrate multi-agent AgenticFlow workforce deployment as a DAG of roles.

12|8|Updated Oct 19, 2025
Search Tags:#multi-agent#mcp#blueprints#dag#workforce#agenticflow#af-cli
One-click install
npx skills add https://github.com/PixelML/agenticflow-skill --skill agenticflow-workforce
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agenticflow-workforce
Source: https://github.com/PixelML/agenticflow-skill/tree/main/skills/agenticflow-workforce
Command: npx skills add https://github.com/PixelML/agenticflow-skill --skill agenticflow-workforce

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrate deployment and operation of a multi-agent AgenticFlow workforce as a DAG of roles to coordinate complex tasks across teams, reducing handoff friction and manual orchestration.

Core Features & Use Cases

  • Built-in blueprints for common team structures (dev-shop, marketing-agency, sales-team, content-studio) and one-command deployment to wire the graph.
  • Per-agent MCP tooling attachment, graph publishing, and workspace surfacing to share reproducible workflows with teammates.
  • Guidance and orientation commands with bootstrap data to help users initialize, configure, and operate a workforce at scale.

Quick Start

Initialize authentication and surface your workspace URL by running af bootstrap --json.

Frequently Asked Questions about agenticflow-workforce

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

FAQPage Schema
How do I orchestrate a multi-agent workforce for a research-then-write pipeline?▼

You orchestrate a multi-agent workforce by deploying a DAG of roles to coordinate complex tasks across teams. This reduces manual orchestration by wiring agents into a structured graph for sequential execution.

What are the available blueprints for multi-agent team structures?▼

Available multi-agent blueprints include dev-shop, marketing-agency, sales-team, and content-studio. These built-in structures allow one-command deployment to instantly wire the role graph for specific team orchestration scenarios.

How do I attach MCP tools to specific agents in a DAG?▼

You attach MCP tools through per-agent MCP tooling attachment configurations. This integrates specialized tool capabilities directly into individual agents within the workforce DAG for isolated task execution and tool integration.

Can I publish a multi-agent workflow graph to a public URL for my team?▼

Yes, you can publish your multi-agent workflow graph to a public URL. This workspace surfacing feature shares reproducible workflows with teammates by exposing the orchestrated DAG externally for collaboration.

What is the best way to bootstrap a multi-agent workforce configuration?▼

The best way to bootstrap a workforce is running the af bootstrap command with JSON output. This initializes authentication and surfaces your workspace URL to help configure and operate the workforce at scale.

Does this multi-agent orchestration work for blueprinted dev shop pipelines?▼

Yes, this multi-agent orchestration works for blueprinted dev shop pipelines. It applies to team-based orchestration scenarios like dev shops, marketing agencies, and content studios with built-in role graph configurations.

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