
Your Knowledge Base Has a Second Job You're Not Using
Everyone Builds One So Claude Knows What They Know. Almost Nobody Uses It to Upgrade Their Tools.
AI for What You've Already Done.
Live Last read · last published · next check

Everyone Builds One So Claude Knows What They Know. Almost Nobody Uses It to Upgrade Their Tools.

I Ran the Same Prompt Across Every Model and Effort Level. The One That Won Had Access to My Reading.

The Same Model, Three Setups, and Up to 30x the Cost. The Model Was Never the Variable.

Claude’s New Feature Builds the Skill by Watching You Work. The Part That Makes It Trustworthy Never Comes off a Screen.

Point AI at a Whole Book, Aim It at a Skill You Run, and Get Back a List of Exactly What to Fix.

Why the Best First Move Is Letting AI Surface What You Know but Never Say.

A Year of Words Into Works, Distilled Into One Operating System.

What Happens When AI Lets You Bring the Work to 80% Before Anyone Else Has to Touch It.

The blank page is the easy half. The leverage is in the red pen you're not using.

You Still Run Them Weekly. They're Just Solving Last Quarter's Problem in a Slightly Worse Way.