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feat: add AI interview answer follow-up risk detector - #1740

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feat: add AI interview answer follow-up risk detector#1740
jainiksha wants to merge 1 commit into
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jainiksha:feature/ai-interview-answer-follow-up-risk-detector

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📌 Description

✨ Added AI Interview Answer Follow-Up Risk Detector

This PR introduces an AI-powered interface that identifies statements in interview answers that may trigger difficult follow-up questions and helps candidates prepare stronger, well-supported responses.

🚀 Features

  • 🤖 AI follow-up risk analysis
  • 🔍 Challengeable statement detection
  • ⚠️ High, medium, and low risk classification
  • ❓ Predicted follow-up questions
  • 💡 Explanation of why statements may be challenged
  • 🎯 Follow-up readiness score
  • 📝 Original answer analysis
  • ✨ Better-supported answer suggestions
  • 🧠 Follow-up practice guidance
  • 📚 Interview preparation guidance
  • 📊 Follow-up risk category breakdown
  • 📈 Follow-up readiness progress tracking
  • 🏆 Identification of existing strengths
  • 🎯 Personalized AI recommendations
  • 📋 Expandable statement risk details
  • 🗣️ Practice follow-up actions
  • 🌙 Dark mode support
  • 📱 Responsive design

✅ Checklist

  • Added follow-up risk detector
  • Added challengeable statement detection
  • Added risk classification
  • Added predicted follow-up questions
  • Added explanations for potential follow-ups
  • Added follow-up readiness score
  • Added original answer analysis
  • Added improved answer suggestions
  • Added follow-up practice guidance
  • Added risk category breakdown
  • Added progress tracking
  • Added personalized recommendations
  • Added expandable risk details
  • Added responsive design
  • Added dark mode support
  • Tested locally
  • No breaking changes

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📥 Commits

Reviewing files that changed from the base of the PR and between a8a7be0 and d648007.

📒 Files selected for processing (1)
  • frontend/src/pages/AIInterviewAnswerFollowUpRiskDetector/AIInterviewAnswerFollowUpRiskDetector

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@github-actions github-actions Bot added the merge ready PR is mergeable and has no conflicts label Aug 9, 2026
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