AI PRIMING

Defined by Jared Rhodenizer (@jaredrhod), July 2026

NAME

ai-priming - make your AI read before it writes

DEFINITION

AI Priming is having your AI read a specific set of your notes before it gives you the answer or output you want.

Not a bigger prompt. Not a warm-up chat. Real files, written down once, that your AI reads first, every single time. The output comes from your knowledge instead of generic training data, and that is the whole difference between AI slop and work that sounds like you.

EXAMPLE

Before my agent writes a marketing email, it reads my copywriting notes, my email marketing notes, my customer avatar, and my company knowledge base:

# the email stack
1. my copywriting notes
2. my email marketing notes
3. my customer avatar
4. my company knowledge base

Then it writes the email. Same model everyone else has. Completely different output, because it walked in already knowing how I write, what actually converts, and exactly who it is talking to.

WHY IT WORKS

This is extremely powerful because, with AI, context is king. When you "prime" your AI with the knowledge and skills it needs prior to its output, your results will always be better and more accurate.

Everyone has the same model, so the model is not the edge. Context is the edge. Priming loads the right context at the right moment, automatically, instead of you pasting the same background into a chat window for the hundredth time.

PRIMING STACKS

Every job gets its own stack of notes. My email stack is not my ad stack, and my ad stack is not my sales page stack. Write the notes once, tell your AI which stack goes with which job, and it reads the right ones every time.

HOW TO START

Two free repos. No email wall, no catch.

ai-memory-vault : the memory system priming runs on
ai-marketing-skills : ready-made marketing stacks, in my voice