Loop/Prompt Library / Product & user experience
🔁 Keep personas honest
Checks your customer personas against fresh research and rebuilds any that no longer match reality.
Use it when: Your personas are old and decisions still lean on them.
🛑 Stops when: Every persona trait is backed by recent research, or flagged for a human to review.
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For each persona in [persona files], list its assumptions about behavior. Compare each to recent research in [research folder] and label it confirmed, contradicted, or unknown. Score how well the persona holds up. Rebuild a persona only if the score drops below [threshold] and the contradictions matter, and back every trait with a cited source. Rebuild each persona at most [2] times. Update the date and a change log. Report per persona.
Review every change the agent makes before you keep it. Set a budget or round limit — the prompt includes one.
Idea from Forward Future's Loop Library · by Tushar Kalan (@DilSalaKamina). Prompt rewritten in plain English by FixKit AI.
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