AI Agent Use Cases

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Prompt to Prepare a Shopping Cart from a Recipe Photo

The author reports that Grok Bot receives a recipe photo, organizes the ingredients and quantities, and creates a shopping list by excluding ingredients already available at home.

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Agent Assisting with Grading by Retrieving Exam Papers and Answer Sheets

This is an example where an agent assists with grading by retrieving exam papers and answer sheets to compare with student responses.

How it works

  1. The author connects Google Docs tools for exam papers and answer sheets with student responses that have been extracted as text.
  2. The grading agent calls the Google Docs tools for the exam paper and answer sheet to compare them with the student responses.

Results

In the public example, the intended outcome is a draft grading sheet and the basis for comparison for each answer.

Notes

OCR extraction and grade report storage are fixed processing steps. This is not a case where the accuracy of actual student grading has been verified. The author reports that public settings and tool connections were checked, but the process was not executed directly.

Source

n8n 공개 워크플로 #10501 Original post ↗

Example prompt · n8n

Goal: Assist with grading by retrieving the exam paper and answer sheet that match the student responses.

Inputs/Environment: [Exam paper], [Answer sheet], [De-identified student responses], [Scoring and partial credit criteria].

Reference original: https://n8n.io/workflows/10501

Prepare the settings and connections so that a test environment can be created using the public configuration from the original. If there are any missing sub-workflows, APIs, or account permissions, indicate that they are incomplete until actually connected.

Connections and materials to prepare: Connect the Google Docs tools for exam papers and answer sheets with student responses extracted as text.

Agent actions to implement: The grading agent should call the Google Docs tools for the exam paper and answer sheet to compare them with the student responses.

Scope of actions: OCR extraction and grade report storage are fixed processing steps. This is not a case where the accuracy of actual student grading has been verified.

The output should be the basis for comparison for each answer and a draft grading sheet. Also summarize the necessary setup steps and actual execution method. After checking the results returned by the tool, select the next task, and separately note any materials that could not be accessed or tasks that could not be executed.

Verification: Distinguish between text recognition errors and incorrect answers, and leave evidence for answers requiring partial credit so that a person can review them. Show the inputs used for verification, the actual outputs, and any items that have not yet been checked.