Content Adaptation & Assessment Workflow

A collaborative multi-agent system that extracts concepts, adapts educational content to target grade levels, and generates appropriate assessments

content-adaptationassessmentgrade-levelquiz-generationworkflow

The Problem This Solves

Teachers often need to:

  1. Take complex educational content (e.g., college-level material)
  2. Adapt it for younger students while preserving core concepts
  3. Create appropriate assessments for the adapted content

This workflow automates that entire process through agent collaboration.

Try It Out

Input format: Provide educational content followed by your target grade level on a new line.

Content Adaptation & Assessment Workflow

Step 1: Concept Extraction

Extracts core concepts, learning objectives, and key terminology

Pending

Step 2: Content Adaptation

Adapts content to target grade level while preserving concepts

Pending

Step 3: Quiz Generation

Creates grade-appropriate assessment questions

Pending

Example Text to Try

Not sure what to test? Copy and paste these examples:

Example 1: Quantum Physics → 6th Grade

Quantum entanglement is a physical phenomenon that occurs when a group of particles 
are generated, interact, or share spatial proximity in a way such that the quantum 
state of each particle of the group cannot be described independently of the state 
of the others, including when the particles are separated by a large distance. The 
topic of quantum entanglement is at the heart of the disparity between classical 
and quantum physics: entanglement is a primary feature of quantum mechanics not 
present in classical mechanics. Measurements of physical properties such as position, 
momentum, spin, and polarization performed on entangled particles can, in some cases, 
be found to be perfectly correlated. For example, if a pair of entangled particles 
is generated such that their total spin is known to be zero, and one particle is 
found to have clockwise spin on a first axis, then the spin of the other particle, 
measured on the same axis, is found to be counterclockwise. This correlation persists 
even if the measurements are performed at great distances from each other.

Target Grade: 6th grade

Example 2: Climate Science → 8th Grade

Climate change refers to long-term shifts in global or regional climate patterns. 
Since the mid-20th century, climate change has been primarily driven by human 
activities, particularly the burning of fossil fuels (coal, oil, and gas), which 
releases greenhouse gases into the atmosphere. These gases, including carbon dioxide 
and methane, trap heat from the sun in Earth's atmosphere through a process called 
the greenhouse effect. As greenhouse gas concentrations increase, more heat is 
trapped, causing global temperatures to rise. This warming leads to various effects 
including melting ice caps, rising sea levels, more frequent extreme weather events, 
changes in precipitation patterns, and shifts in plant and animal habitats. Scientists 
use climate models and historical data to predict future changes and assess potential 
impacts on ecosystems, agriculture, and human societies.

Target Grade: 8th grade

Example 3: Cellular Biology → 5th Grade

Mitochondria are membrane-bound organelles found in most eukaryotic cells. Often 
referred to as the "powerhouses of the cell," mitochondria generate most of the 
cell's supply of adenosine triphosphate (ATP), the chemical energy currency used 
as a source of chemical energy. The mitochondrial structure comprises an outer 
membrane, an inner membrane with extensive invaginations called cristae, an 
intermembrane space, and a matrix containing mitochondrial DNA and ribosomes. 
Through the process of cellular respiration, mitochondria convert biochemical 
energy from nutrients into ATP through oxidative phosphorylation. This process 
involves the electron transport chain and chemiosmosis, occurring across the 
inner mitochondrial membrane. Mitochondrial dysfunction has been implicated in 
numerous pathological conditions, including neurodegenerative diseases, metabolic 
disorders, and aging-related cellular deterioration.

Target Grade: 5th grade