ISSUE 005 · SEARCHER SECOND BRAINS
Find → Buy → Lead → Grow
TL;DR
PROBLEM. Searching to buy a business buries you in call transcripts, notes, emails, bookmarks, and more. Can AI decode it without creating slop?
SOLUTION. Build your own LLM wiki (aka knowledge graph). Easy linked notes. Not a graph database. Not vector embeddings.
VALUE. Ask your own files anything and get a sourced answer in seconds.
Example below using the Acquiring Minds podcast
Real example: ~100 recent episodes (1.5m words) of Acquiring Minds visualized as a second brain. Next level insights from your favorite podcast.
Example “graph” of Acquiring Minds episodes
Make one for yourself with today’s free download
🤦♂️ Problem
Every business runs on documents. Almost none of them are usable.
Your AI can't help if it can't "see" your files.
But cataloging everything is a huge pain.
You don't have a data problem. You have a librarian problem.
🤖 Solution
Hand the whole mess of unstructured docs to an LLM.
Ask it to build you a “knowledge graph” using today’s free download.
Not a fancy graph database, and you don't need vector embeddings…no Neo4j, no Postgres, no code.
It isn’t hard…it's just your notes, linked, organized, and summarized.
AI turns raw useless docs into a little library, complete with metadata and backlinks.
Now you’ve made retrieval easy and accurate (this is the "LLM wiki" idea Andrej Karpathy sketched out).
Now your AI can actually recall stuff that’s useful, and won’t be as likely to hallucinate.
🔥 Value
Check out the graph above to see for yourself.
Call transcripts. Emails. SOPs. Your notes. All can be structured this way to provide a helpful “second brain”.
Saves hours.
🛠 Implement
Paste this into Claude Code Desktop:
“install this skill https://github.com/SMBexcel/free-ai-tools/tree/main/claude-skills/smb-second-brain and help me set it up on <file or folder>”
Then just
Follow instructions
Iterate with a sample doc to lock the schema
Scale ingestion to the full corpus
Ask your AI brain for answers
Visualize via Obsidian or the included HTML template (both free)
Next up
AI for diligence → 20 point digital marketing & AEO readiness scorecard
AI for bid heavy contractors → Delegate follow ups to an AI workflow for better win/loss data
Cheers,
David
p.s. want more deal flow? I made www.shortlst.co because I hated brokered search. 100+ sources at your fingertips. Email me for early access (hit reply).
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