Writing an AI Advisor Memory note that actually helps

Built-in memory can make an AI conversation more convenient. A note you maintain has a different job: it gives you a reviewed source for the working assumptions you want to carry into a consultation.

The difficulty is not creating the file. It is keeping the file useful.

A standing brief tends to fail in one of two directions. It stays so vague that it changes no answer, or it grows into an archive that nobody reviews. An AI Advisor Memory note should do neither. It should be short enough to inspect before use and specific enough to rule out advice that does not fit.

The weak version looks reasonable

A first draft often looks like this:

# AI Advisor Memory

- We run a small studio.
- We want better clients.
- Keep existing clients happy.
- Be careful about raising prices.

Every line is understandable. None is operational.

“Better clients” has no direction or time horizon. “Keep clients happy” does not say which relationships are protected. “Be careful” records anxiety rather than a decision. An assistant can agree with all four lines and still recommend almost anything.

The repair is to separate four kinds of context: the situation now, active goals, standing constraints, and decisions that should carry forward.

Field Guide preview. The full guide is not publicly available on this site yet. The source contains the completed four-section example, weekly review routine, failure checks, and the exact handoff produced from the note.

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