Real AI agent use cases, with sources and setup prompts

Run an AI second brain on three folders and one file

A builder argues you do not need a database: notes/, people/ and projects/ folders of plain Markdown, one topic per file, plus one instructions file the AI reads.

See pricing page15 minutesBeginnerSource linked

Source

@0xKurro on X · 2026-10-21

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

What they did

A builder argues you do not need a database: notes/, people/ and projects/ folders of plain Markdown, one topic per file, plus one instructions file the AI reads.

Result (as claimed)

A minimal second brain any agent can read.

Tools they used

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 Claude 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: Run an AI second brain on three folders and one file
What the original author did: A builder argues you do not need a database: notes/, people/ and projects/ folders of plain Markdown, one topic per file, plus one instructions file the AI reads.
Reported result (as claimed by the author): A minimal second brain any agent can read.
Source: https://x.com/0xKurro/status/2112912340907671823
Tools they used: Claude
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 an AI second brain and personal wiki · How to use AI agents with Obsidian and your notes · How to build AI agents for SEO and ads

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