Making 13,600 notes usable by AI
How I organize knowledge
13,600 notes that no person ever rereads and no AI can read in full.
Seven generated maps plus a written search rule that ends at exactly one note.
13,600 notes answerable in seconds, with 1,118 topics in the biggest map.
Stack
The problem
A collection that big is useless by default. No person ever rereads it. No AI can read all of it either.
What I built
A way to find the right note fast.
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Seven maps of the knowledge, built automatically. The biggest one covers 1,118 topics. Together they work like a map over everything.
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A written rule for searching: start at the index, then the map, then one targeted search, then read exactly one note.
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Safety rules keep it sane: read only by default, never read everything at once, and private files stay out.
Proof
Any question can be answered in seconds instead of hours, without ever reading the whole thing.
