How do I use the /cognitive-load command?

You can run commands like `/cognitive-load "team-name"` for a standard analysis or add `depth=detailed` for a full root cause analysis and action plan.

Can this skill help reduce developer burnout?

Yes, by identifying high extraneous load (waste) and unsustainable total load, the skill provides specific recommendations to reduce friction and improve team sustainability.

What are the three types of cognitive load measured?

The skill measures Intrinsic load (domain complexity), Extraneous load (waste and friction), and Germane load (valuable learning and innovation capacity).

Is this based on Team Topologies?

Yes, it is designed to work alongside Team Topologies frameworks to ensure teams have manageable bounded contexts and efficient interaction modes.

Cognitive Load Assessor

Name: Cognitive Load Assessor
Author: melodic-software

bymelodic-software

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Collaboration Tools

Evaluates and optimizes team cognitive load to improve organizational health, delivery velocity, and developer experience.

The Cognitive Load skill provides a structured framework for analyzing team health based on Cognitive Load Theory and Team Topologies principles. By categorizing workload into intrinsic (domain complexity), extraneous (process waste), and germane (learning capacity) components, it helps leaders identify specific friction points that lead to burnout and delivery slowdowns. Whether performing a quick pulse check or a deep-dive root cause analysis, this skill generates actionable improvement plans to streamline workflows and protect a team's ability to innovate.

Key Features

01Multi-depth assessment levels ranging from quick scores to comprehensive action plans

0238 GitHub stars

03Root cause analysis to identify specific sources of friction and waste

04Detailed scoring for intrinsic, extraneous, and germane load factors

05Prioritized recommendations focused on high-impact 'quick wins' and strategic investments

06Integration with team-health-assessor for delegated, deep-dive organizational analysis

Use Cases

01Assessing team capacity before assigning new services or business domains

02Diagnosing causes of developer burnout and declining delivery velocity

03Measuring the effectiveness of platform engineering initiatives in reducing friction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add melodic-software/claude-code-plugins cognitive-load

For use in Claude.ai and ChatGPT

Download Skill