cognitive-load

Quantify cognitive load from task descriptions and files into a standardized readiness score.

1|Updated Oct 17, 2025
One-click install
npx skills add https://github.com/tarrragon/claude --skill cognitive-load-tarrragon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cognitive-load
Source: https://github.com/tarrragon/claude/tree/main/skills/cognitive-load-assessment
Command: npx skills add https://github.com/tarrragon/claude --skill cognitive-load-tarrragon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cognitive load assessment provides a structured way to quantify the mental effort required for tasks, enabling better planning, agent alignment, and code reviews by identifying when tasks should be split and when additional review or collaboration is needed.

Core Features & Use Cases

  • Quantitative scoring: measures variable states, number of changed files, architecture layers, dependencies, and call depth to generate a standardized cognitive-load score.
  • Guided decision making: informs task splitting, agent upgrades, and review prioritization across projects.
  • Use Case: before starting a complex feature, run an assessment to decide how to decompose work and which agents should own each subtask.

Quick Start

To start, provide a task description and the relevant files to the cognitive-load assessment tool, then request a complete evaluation.

Frequently Asked Questions about cognitive-load

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

FAQPage Schema
How do I measure cognitive load for a complex code task?

Cognitive load is measured by quantifying variable states, changed files, architecture layers, dependencies, and call depth to generate a standardized readiness score. This metric guides task decomposition and review prioritization for software projects.

What is cognitive load assessment in code review and task planning?

Cognitive load assessment is a structured method to quantify the mental effort required for software tasks. It produces a standardized score that identifies when to split tasks, upgrade agents, or request cross-team collaboration during code reviews.

When should I split a software task based on cognitive load?

You should split a software task when the cognitive load score indicates excessive complexity. The assessment measures variable states, file changes, and dependency depth to determine if a task should be decomposed before assigning agents.

How do I assess code readiness before starting a feature implementation?

Provide a task description and relevant files to the assessment tool to evaluate code readiness. It analyzes architecture layers and call depth to produce a standardized score that guides task decomposition and agent alignment.

Can cognitive load metrics guide agent upgrades and cross-team collaboration?

Yes, cognitive load metrics inform agent upgrades and cross-team collaboration by evaluating dependency complexity and variable states. The resulting readiness score determines which agents should own subtasks and when additional review is needed.

Does cognitive load assessment work for automated quality checks across projects?

Cognitive load assessment works for automated quality checks by measuring variable states, file changes, and architecture layers. It generates a standardized readiness score applicable to task planning and quality validation across software projects.