high

Per-user personalisation is inside the cached prefix

PrefixAudit rule personalisation-in-prefix · v0.1.0

Why it breaks your cache

A name, locale, timezone or currency in the system prompt splits your cache into one cold entry per user segment. Each segment pays a full-price write before it ever reads. Teams that moved a 300-token user block out of the system prompt took their hit rate from 23% to 71%.

How to fix it

Keep the system prompt a policy document, not a render target for user state. Move name/locale/timezone/currency/plan into the trailing user message. Use a separate cache breakpoint if you must cache per-user context.

How common is it?

Detected in 11 of 236 production system prompts (4.7%) across 16 vendors.

Estimated impact

Modelled as invalidating 0% of the cached prefix.

Is your prompt affected?

Paste it and find out. Static analysis, in-browser, nothing leaves the page.

Run the audit →

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