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.

Grok Bot
Life & Hobbies

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Work & ResearchWalkthrough

Agent Team Dividing Research Grant Proposal Investigation, Methodology, and Planning

This is an example where a supervising agent assigns the tasks of data investigation and planning for a research grant proposal by area of responsibility.

How it works

  1. The author enters the research topic and funding requirements, then connects search tools and research agents by area of responsibility.
  2. The supervising agent calls the search tool and the agents responsible for research content and strategy to collect the components of the proposal.

Results

In the public example, the intended outcome is a draft proposal containing the basis for the investigation and the research plan.

Notes

This is a public template. Connecting to a separate South Korean research funding agency API is required, and the adoption record of the proposal has not been verified. The author confirmed the public settings and tool connections, but did not execute them directly.

Source

n8n 공개 워크플로 #13869 Original post ↗

Example prompt · n8n

Goal: Divide the writing of a research grant proposal among agents responsible for investigation, methodology, and planning.

Input & Environment: [Research topic], [Call for proposals], [Institution requirements], [Available search API].

Reference original: https://n8n.io/workflows/13869-generate-research-proposals-with-gpt-4o-web-search-and-quality-control-agents/

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

Connections and materials to prepare: Enter the research topic and funding requirements, and connect the search tool and research agents by area of responsibility.

Agent actions to implement: The supervising agent calls the search tool and the agents responsible for research content and strategy to collect the components of the proposal.

Scope of action: This is a public template. Connecting to a separate South Korean research funding agency API is required, and the adoption record of the proposal has not been verified.

The deliverable is a draft proposal containing the basis for the investigation and the research plan. Please also organize 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: Check that no eligibility requirements or budgets not in the call are fabricated, and that sources are left for each area of responsibility's results. Show the input used for verification, the actual output, and any items not yet verified separately.