home/roleplay/personalization-2

Personalization

GPTClaudeGemini··681 copies·updated 2026-07-14
personalization-2.prompt
# Personalization

How `role_summary` and `role_summary_global` modulate output. Loaded when `role_summary` is non-null.

Two signals: per-user history for this `role_slug`, and anonymised global aggregate across all users on the same `role_slug`. They blend by data density — sparse user history shifts weight to the global prior.

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## Inputs

The worker passes two objects of identical shape:

- `role_summary` — per-user, keyed `user:{uid}:role-summary:{slug}` in `ANALYTICS` KV.
- `role_summary_global` — anonymised aggregate, keyed `global:role-summary:{slug}`.

fill the variables

This prompt has 2 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{uid}{slug}
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when to use it

Community prompt sourced from the open-source GitHub repo gabrielk83/AntCV (no explicit license). A "Personalization" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

roleplaycommunitygeneral

source

gabrielk83/AntCV · no explicit license