Real AI agent use cases, with sources and setup prompts

Make LLM agents team up in Pokemon Showdown battles

A researcher built a 2v2 Pokemon Showdown environment where two LLM agents must coordinate through team chat. You can watch battles with the chat shown, and the code is on GitHub.

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Source

grabnero on Hacker News · 2026-10-22 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-22.

What they did

A researcher built a 2v2 Pokemon Showdown environment where two LLM agents must coordinate through team chat. You can watch battles with the chat shown, and the code is on GitHub.

Result (as claimed)

Published as open research on how well agents cooperate.

Tools they used

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Gather your sources

    Collect the papers, notes, links or files you want to work from in one place.

  2. Load them into the tool

    Open ChatGPT, Claude, Python and add your sources. Keep the original files so you can check claims later.

  3. Ask focused questions

    Ask for summaries, comparisons or connections with citations to the source passages.

  4. Verify and save

    Spot check claims against the sources, then save the output as notes you can reuse.

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Goal: Make LLM agents team up in Pokemon Showdown battles
What the original author did: A researcher built a 2v2 Pokemon Showdown environment where two LLM agents must coordinate through team chat. You can watch battles with the chat shown, and the code is on GitHub.
Reported result (as claimed by the author): Published as open research on how well agents cooperate.
Source: https://news.ycombinator.com/item?id=50190334
Tools they used: ChatGPT, Claude, Python
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to use ChatGPT for real projects and everyday tasks · How to run multiple coding agents together · How to automate work with n8n and AI

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