Prompting Skills playbook/Module 8 · Reusable prompts

Day 80 / 100 · Reusable prompts · Maintaining prompts

Prompts age.

Models change, prices change, policies change. A prompt that worked last year can quietly go wrong this year.

Model update

Trigger

A new model version can change how a prompt behaves.

THEN

Retest your top prompts.

Business change

Trigger

New prices, products, policies or branding.

THEN

Update every prompt that mentions them.

Nobody uses it

Trigger

No use in three months.

THEN

Archive it.

Complaints

Trigger

People report bad output or keep editing results by hand.

THEN

Fix and version it.

Review quarterly. Retire freely. Retest after updates.