role-creator

Create and manage specialized AI roles for agent teams.

3|2|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/cloga/optimus-code --skill role-creator-cloga
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: role-creator
Source: https://github.com/cloga/optimus-code/tree/main/optimus-plugin/skills/role-creator
Command: npx skills add https://github.com/cloga/optimus-code --skill role-creator-cloga

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

You need clear, actionable roles that guide AI agents. The Role Creator helps you design and manage a tailored team by creating new roles, selecting the best-fitting members, and refining context to reduce delegation failures.

Core Features & Use Cases

  • Inspect roster to identify T1 agents with project memory and T2 role templates that can be reused.
  • Create or update role schemas with structured, task-focused descriptions to improve delegation outcomes.
  • Delegate tasks using robust role prompts and guardrails, and evolve roles based on performance and feedback.

Quick Start

Create a new role named 'data-pipeline-engineer' with a clear role_description and add it to the roster.

Frequently Asked Questions about role-creator

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

FAQPage Schema
How do I create specialized AI roles to improve my agent delegation outcomes?

To create specialized AI roles, you define a structured, task-focused role description and add it to your agent roster. This provides clear guidance and guardrails for AI agents, reducing delegation failures caused by missing context.

What is the best way to select the right AI agent for a specific task?

The best way to select the right AI agent is to inspect your roster to identify T1 agents with project memory and reusable T2 role templates. This ensures you match task requirements with agents possessing the correct specialized context.

How do I diagnose delegation failures when my AI agents lack context?

You diagnose delegation failures by inspecting the agent roster to identify missing context or underperforming roles. The Role Creator provides structured workflows to refine role schemas and align engine or model bindings for better outcomes.

Can I update and evolve an existing AI agent team based on performance feedback?

Yes, you can evolve an existing AI agent team by updating role schemas based on performance and feedback. The system provides prompts for evolving the roster and aligning engine and model bindings to optimize team management.

When do I need to use a structured role schema for AI team management?

You need a structured role schema for AI team management when introducing new roles or delegating complex tasks. Structured schemas provide robust role prompts and guardrails that improve delegation outcomes and reduce missing context errors.