Real AI agent use cases, with sources and setup prompts

Draft a stronger health insurance appeal with a Gemini-built app

A Show HN shared an app created with Gemini that uses Pennsylvania insurance law to help people improve their health insurance appeals.

See pricing page1 hourBeginnerSource linked

Source

Steaglsz on Hacker News · 2026-10-14 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-17.

What they did

A Show HN shared an app created with Gemini that uses Pennsylvania insurance law to help people improve their health insurance appeals.

Result (as claimed)

Public Gemini share link; shared on Show HN.

Tools they used

Gemini

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

Set it up

  1. Define the job

    Say exactly what you want done and what the agent may and may not do on your behalf.

  2. Share only what is needed

    Give Gemini the minimum files or access required. Avoid sharing passwords in chat when a safer login flow exists.

  3. Review the plan

    Ask the agent to show its plan or draft before it acts, and approve each step that has real consequences.

  4. Check the result

    Confirm the outcome yourself (order placed, request sent, document understood) and keep a record.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Draft a stronger health insurance appeal with a Gemini-built app
What the original author did: A Show HN shared an app created with Gemini that uses Pennsylvania insurance law to help people improve their health insurance appeals.
Reported result (as claimed by the author): Public Gemini share link; shared on Show HN.
Source: https://news.ycombinator.com/item?id=50081095
Tools they used: Gemini
Category: Personal & life

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 build with Gemini 4 Argon and Gemini agents

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