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Assignment AI-use boundary mapper

Give it an assignment. Get which parts AI can help with and which parts it would ruin, plus a clear rule.

Assignment AI-use boundary mapper 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 · Thinking: high

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

What it does

A part-by-part map of an assignment showing where AI use helps students learn and where it would wreck the point of the task. A history essay, for example, might let students use AI to find sources but not to build the argument they are meant to practise. The AI breaks the assignment into parts, links each to a learning goal, and rates AI use as helpful, neutral or harmful for each. It then writes a plain rule you can hand to students, compares AI help with ordinary search where useful, and suggests ways to redesign the weak spots so the real thinking can't be handed off.

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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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