people-team-architect

Analyze team structure and hiring decisions using the 3P3R framework.

Updated Mar 30, 2026

Search Tags:#organizational design #team performance #team optimization #hiring decisions #3P3R framework

Ready to run

npx skills add https://github.com/GGsLATAM/atomic-scaling-os --skill people-team-architect

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: people-team-architect
Source: https://github.com/GGsLATAM/atomic-scaling-os/tree/main/.claude/plugins/atomic-scaling-os/skills/people-team-architect
Command: npx skills add https://github.com/GGsLATAM/atomic-scaling-os --skill people-team-architect

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses challenges in team design, hiring decisions, organizational structure, and team performance, focusing on the People pillar of the 3P3R framework.

Core Features & Use Cases

Team Analysis: Evaluate team structure, hiring decisions, and organizational design.
Performance Metrics: Calculate the team multiplier using the 3P3R framework.
Pair Identification: Identify and protect magical pairs within the team.
Hiring Recommendations: Assess candidates using the EPIC scoring system.
Scaling Decisions: Determine whether to hire or optimize team resources.
Use Case: When a company is looking to improve team performance and wants to ensure they are making data-driven hiring decisions.

Quick Start

Run an org audit on my current team.

Frequently Asked Questions about people-team-architect

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

FAQPage Schema

How do I evaluate team structure and hiring decisions using organizational design?▼

To evaluate team structure, this Skill analyzes your organizational design using the 3P3R People pillar framework. It provides EPIC scoring for individuals, identifies magical pairs, and recommends data-driven hiring decisions and team optimizations.

What is the 3P3R framework for team performance optimization?▼

The 3P3R framework is a People pillar methodology for team performance optimization. It calculates a team multiplier, uses EPIC scoring to assess individuals, and identifies magical pairs to guide organizational design and scaling decisions.

How do I score job candidates for hiring decisions using the EPIC system?▼

You score candidates using the EPIC scoring system within the 3P3R People pillar framework. It evaluates individual capabilities to provide data-driven hiring recommendations and determine whether to scale your team or optimize existing resources.

Can I analyze team performance metrics using Python?▼

Yes, you analyze team performance metrics using Python, which is required for data processing and analysis. It processes your team structure data to calculate performance multipliers and generate organizational design recommendations.

When should I optimize team resources instead of hiring new people?▼

You should optimize team resources instead of hiring when the 3P3R framework analysis reveals a high team multiplier and strong magical pairs. The Skill evaluates your current organizational structure to recommend whether scaling or internal optimization is more effective.

How do I identify magical pairs within my team structure?▼

You identify magical pairs by analyzing team structure through the 3P3R People pillar framework. The Skill evaluates individual EPIC scores and team dynamics to pinpoint high-value collaborative pairs, offering recommendations to protect and leverage them for performance.