Assignment 2 of AI Automation Class
The understanding of AGENTS.md file
The 3 Stages (All Stages Explained Simply)
🧩 Stage 1: Instructions (What needs to be done)
  • These are written steps, like a checklist.
  • They explain the goal, what inputs to use, and what result is expected.
  • Written in simple language, like instructions given to an employee.
👉 “Do this task, using these tools, and produce this result.”
🧠 Stage 2: Decision Maker (Thinking & managing)
  • This is the AI’s main role.
  • The AI:
👉 “I won’t do everything myself—I’ll decide who (or what) should do it.”
⚙️ Stage 3: Worker (Doing the actual work)
  • This is where actual work happens.
  • Reliable programs (scripts) do the job:
  • These scripts always behave the same way, so fewer mistakes.
👉 “Machines do the repetitive work so errors don’t stack up.”
What happens when something breaks?
  1. The AI finds the error
  2. Fixes the tool
  3. Tests it again
  4. Updates the instructions
  5. System becomes better next time
👉 Mistakes are used to improve the system, not repeat them.
Files & folders (in simple terms)
  • Temporary files → can be deleted anytime
  • Final results → saved online so users can access them
  • Instructions → written documents
  • Tools → actual programs that do work
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Amna Ahsan
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Assignment 2 of AI Automation Class
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