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AI Blocks › Teach and train people

Overloaded lesson checker

Paste a task or handout. Get the places that overload learners, with changes that lighten it.

Overloaded lesson checker is a free AI skill for the job "Teach and train people". Give the instructions to an AI assistant that supports the required files and tools, then review its output.

Free · No account · CC BY SA 4.0 licence · Made by Gareth Manning

Made by Gareth Manning. See the original on GitHub; we copied it as it is, with its licence.

What it does

A diagnosis of where a task or handout asks too much of learners at once, with specific changes that lighten it without dumbing it down. Paste the task, instructions or resource and say who it is for. The skill looks at three kinds of load. The first is how complex the content itself is, based on how many ideas must be held together. The second is difficulty added by poor design, such as split attention, clutter or unclear steps. The third is useful effort that builds understanding. It marks where each is too high for that learner's level and suggests edits, since what helps beginners can slow experts. Based on cognitive load theory.

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How to use it

  1. Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
  2. Ask for the job in your own words. Your AI opens the skill when it fits.

Workflows that use it

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