AI Agent Use Cases
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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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Life & Hobbies

Creating an Exploration Photo Gallery by Collecting Nature Observation Records

This is a report by the author on creating a photo gallery using Claude Code, which collects nature observation data and groups them by time and distance.

Claude Code

How it works

  1. The author prepared iNaturalist observation data and a gallery project, and decided on the criteria for grouping the records.
  2. The author reports that Claude Code was used to develop tools for fetching observation data, creating the gallery, and grouping the records by time and distance.

Results

The author published the process and code for fetching observation data and creating a gallery that groups and displays them by time and distance.

Notes

This is a case of turning a hobby record-keeping tool into a coding agent. The resulting gallery itself is not an autonomous agent.

Source

Simon Willison의 자연 관찰 갤러리 제작기 Original post ↗

Example prompt · Claude Code

Goal: Create an exploration photo gallery by collecting nature observation records.

Input/Environment: [Observation data], [Photos to be published], [Time/Distance criteria], [Gallery repository].

Reference original: https://simonwillison.net/2026/may/1/inat-sightings/

Based on the published workflow, prepare implementation or work procedures that can be followed in a test environment. Do not guess at internal code or settings not disclosed in the original; if alternative connections are needed, please indicate so.

Connections and materials to prepare: Prepare iNaturalist observation data and a gallery project, and decide on the criteria for grouping the records.

Agent actions to implement: Use Claude Code to develop tools for fetching observation data, creating the gallery, and grouping the records by time and distance.

Scope of actions: This is a case of turning a hobby record-keeping tool into a coding agent. The resulting gallery itself is not an autonomous agent.

The result is a photo gallery that groups and displays observation records. Please also organize the necessary setup steps and actual execution methods. After checking the results returned by the tool, choose the next task, and separately note any materials that could not be accessed or tasks that could not be executed.

Verification: Check that the same observation is not duplicated, that the grouped records meet the time and location criteria, and that the original photo links open correctly. Distinguish between the inputs used for verification, the actual outputs, and any items that have not yet been verified.