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feat: add AI interview session difficulty review - #1733

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feat: add AI interview session difficulty review#1733
jainiksha wants to merge 1 commit into
Canopus-Labs:mainfrom
jainiksha:feature/ai-interview-session-difficulty-review

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@jainiksha

@jainiksha jainiksha commented Aug 9, 2026

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📌 Description

✨ Added AI Interview Session Difficulty Review

This PR introduces an AI-powered review system that evaluates whether a completed mock interview provided an appropriate level of challenge based on the user's actual performance.

🚀 Features

  • 🤖 AI-generated interview difficulty review
  • 📊 Question difficulty analysis
  • 🎯 Accuracy analysis
  • ⏱️ Completion-time analysis
  • 💡 Hint usage tracking
  • ⏭️ Skipped question tracking
  • 🟦 Too Easy classification
  • 🟢 Well Balanced classification
  • 🟠 Challenging classification
  • 🔴 Too Difficult classification
  • 📋 Completed session selector
  • 📈 Session performance metrics
  • 💪 Strengths identification
  • ⚠️ Challenge identification
  • 🧠 AI reasoning behind difficulty classification
  • 🎯 Recommended difficulty for the next session
  • 💡 Personalized focus areas
  • 📊 Difficulty comparison across sessions
  • 📈 Interview difficulty trend
  • 🧠 Personalized practice strategy
  • ✨ Session re-analysis interaction
  • 📱 Responsive design
  • 🌙 Dark mode support

✅ Checklist

  • Added AI session difficulty review
  • Added question difficulty analysis
  • Added accuracy analysis
  • Added completion time analysis
  • Added hint usage analysis
  • Added skipped question analysis
  • Added four difficulty classifications
  • Added session performance metrics
  • Added strengths and challenges
  • Added AI recommendations
  • Added next-session difficulty recommendation
  • Added difficulty comparison
  • Added progress tracking
  • Added personalized practice strategy
  • Responsive design implemented
  • Dark mode supported
  • Tested locally
  • No breaking changes

Adds an AI-powered review page for completed mock interviews.

  • Classifies session difficulty from accuracy, completion time, hint usage, skipped questions, and question difficulty.
  • Displays performance metrics, strengths, challenges, AI reasoning, recommendations, trends, and cross-session comparisons.
  • Supports session selection, tab navigation, personalized practice guidance, and session re-analysis.
  • Includes responsive layout and dark mode support.

@coderabbitai

coderabbitai Bot commented Aug 9, 2026

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Review Change Stack

📝 Walkthrough

Walkthrough

Changes

AI difficulty review

Layer / File(s) Summary
Session data and analysis state
frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx
The component adds sample sessions, aggregate metrics, difficulty classification, visual mappings, and re-analysis state.
Review page shell and navigation
frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx
The page adds summary cards, session selection, selected-session details, and review tabs.
Difficulty metrics and recommendations
frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx
The tabs display difficulty factors, session metrics, strengths, challenges, recommended difficulty, and focus areas.
Comparisons, trends, and strategy guidance
frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx
The page adds difficulty definitions, session comparisons, historical trends, review principles, and strategy panels.
Re-analysis output
frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx
The page adds loading feedback for re-analysis and displays the recommended next difficulty and focus areas.

Estimated code review effort: 4 (Complex) | ~60 minutes

Possibly related PRs

Suggested labels: level:advanced, quality:exceptional, type:feature, type:design, type:accessibility

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and concisely describes the added AI interview session difficulty review feature.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

Comment @coderabbitai help to get the list of available commands.

@coderabbitai coderabbitai Bot left a comment

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Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In
`@frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx`:
- Around line 201-208: Update handleAnalyze to perform a real analysis for the
session identified by selected.id instead of only using a timeout. Store
analyses in state, bind the request and response to selected.id, and after
completion update only that session’s classification, metrics, recommendation,
and focus areas before switching to the Overview tab.
- Line 33: Replace the static date labels in the session data with durable
completion timestamps, then derive relative labels such as “Today” during
rendering. Update the session trend ordering logic to sort by those timestamps
chronologically, covering each affected session entry and the rendering path in
AIInterviewSessionDifficultyReview.
🪄 Autofix

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 3a2b6731-7d8d-4cf0-a326-1f3eee4243e4

📥 Commits

Reviewing files that changed from the base of the PR and between a8a7be0 and e287c4d.

📒 Files selected for processing (1)
  • frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx

{
id: 1,
title: "Frontend Development Mock Interview",
date: "Today",

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🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win

Store timestamps instead of static relative date labels.

These labels become incorrect after the page is deployed. For example, the first session will still display Today on August 10, 2026.

Store a durable completion timestamp. Derive relative labels during rendering. Use the timestamp to order the session trend chronologically.

Also applies to: 68-68, 103-103, 138-138

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In
`@frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx`
at line 33, Replace the static date labels in the session data with durable
completion timestamps, then derive relative labels such as “Today” during
rendering. Update the session trend ordering logic to sort by those timestamps
chronologically, covering each affected session entry and the rendering path in
AIInterviewSessionDifficultyReview.

Comment on lines +201 to +208
const handleAnalyze = () => {
setAnalyzing(true);

setTimeout(() => {
setAnalyzing(false);
setActiveTab("overview");
}, 800);
};

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🎯 Functional Correctness | 🟠 Major | 🏗️ Heavy lift

Implement a real re-analysis result update.

handleAnalyze only shows a loading state for 800 ms and opens the Overview tab. It does not calculate or request a new analysis. It does not update the selected session classification, metrics, recommendation, or focus areas.

Store session analyses in state. Bind the request and response to selected.id. Update only that session after the analysis completes.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In
`@frontend/src/pages/AIInterviewSessionDifficultyReview/AIInterviewSessionDifficultyReview.jsx`
around lines 201 - 208, Update handleAnalyze to perform a real analysis for the
session identified by selected.id instead of only using a timeout. Store
analyses in state, bind the request and response to selected.id, and after
completion update only that session’s classification, metrics, recommendation,
and focus areas before switching to the Overview tab.

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