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digital_employee

Creates a team of specialized agents and orchestrates them into a workflow draft from one business requirement.

1.1k|322|Updated Apr 4, 2026
Search Tags:#Agent Creation#team automation#Multi-Agent#Workflow orchestration#capability catalog#digital employee
One-click install
npx skills add https://github.com/matevip/mateclaw --skill digital-employee
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: digital_employee
Source: https://github.com/matevip/mateclaw/tree/main/mateclaw-server/src/main/resources/skills/digital_employee
Command: npx skills add https://github.com/matevip/mateclaw --skill digital-employee

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Building a multi-agent setup normally means designing each role, creating every agent by hand, and then wiring them into a workflow one by one. This Skill turns a single business requirement into a complete team of digital employees plus a workflow draft that connects them, eliminating repetitive manual setup.

Core Features & Use Cases

  • Automatic Team Design: Breaks a business goal into 2-6 complementary agent roles with clear responsibilities, system prompts, and scoped skills/tools drawn from the real capability catalog.
  • Bulk Agent Creation: Creates each employee via the create_employee tool, reusing existing agents where possible and recovering from naming conflicts without aborting the whole flow.
  • Workflow Orchestration: Generates a workflow draft that references the actual created agents, defining execution order, dependencies, triggers, approvals, and output channels.
  • Use Case: A user says "build me a team for competitive analysis." The Skill checks existing agents, creates a market researcher, an analyst, and a report writer, then drafts a workflow chaining research to analysis to reporting, ready for review in the workflow editor.

Quick Start

Ask the assistant to build a team of digital employees for your goal, for example: create a sales team that handles leads from first contact through closing and wire them into one workflow.

Frequently Asked Questions about digital_employee

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

FAQPage Schema
How do I create multiple AI agents from one business requirement?▼

Describe your goal in one sentence and the Skill designs 2-6 complementary roles, creates each agent with the create_employee tool, and generates a workflow draft connecting them. You review and publish the workflow in the editor afterward.

How does the digital employee builder assign skills and tools to agents?▼

It calls list_capability_catalog to get the real available skill and tool names, then assigns only the capabilities each role actually needs. Leaving the lists empty makes the agent inherit the workspace default capabilities.

Does the workflow publish automatically after the team is created?▼

No. The workflow is saved only as a draft and triggers are never auto-enabled. This is a deliberate safety convention so you can review the orchestration in the workflow editor before publishing.

What happens if an agent name already exists in the workspace?▼

The create_employee tool returns an error for duplicate names, and the Skill retries with a different name instead of aborting the whole process. Agent names must be unique kebab-case identifiers within the workspace.

When should I not use the digital employee builder?▼

Skip it when a single existing agent can handle the task, when you only need to orchestrate agents that already exist, or when all employees are created and you just need a workflow draft.

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