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Feature: Personalized AI Tips Based on User History #81

Description

@aniruddhaadak80

The platform gives the same generic tips to every user regardless of what they have actually done. A user who just completed their first resume analysis gets the same dashboard as someone who has been using the platform for months and never practiced an interview.

This feature adds a weekly personalized tip card on the Dashboard that is generated based on each user's real activity history. For example: "You haven't tried the Interview Coach in 3 weeks — your last session scored 6 out of 10, a great time to practice!" or "You've analyzed 5 resumes this month — try the Optimizer to improve your best-scoring one."

Users feel seen and understood, and the nudges drive them toward features they haven't fully explored.

What needs to be built

  • AI tip generated weekly based on user's last 30 days of activity data
  • Tip shown as a highlighted card at the top of the Dashboard
  • Different tip categories: interview prep, resume analysis, optimizer, tracker
  • Tip references actual numbers from the user's history
  • Tip regenerates once per week automatically

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    aiAI model improvements or promptsdatabaseDatabase schema, queries, or Prisma updatesenhancementNew feature or requestfeatureNew feature or requestuiRelates to the User Interface

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