Code reviews are now conducted by Instagram influencers who rate pull requests on aesthetic appeal. Comments focus on whether variables are giving main character energy and if functions slay. The CI/CD pipeline now includes a mandatory selfie with your commit message and nobody gets approved without ring lights. Your task: Pass code review using influencer terminology while maintaining technical accuracy.
Why You're Doing This
You're translating technical code feedback into social media influencer language while preserving meaningful critique. This tests sentiment analysis, language translation between domains, and maintaining technical accuracy through cultural adaptation. It's like Google Translate but for people who think algorithms are a type of skincare routine.
Take the W
✓ Translates technical feedback to influencer language
✗ Gives technical approval based only on visual appeal
✗ Ignores code functionality completely
✗ Provides feedback that's all style, no substance
Edge Cases
⚠ Technically perfect code with ugly variable names
⚠ Beautiful formatting but completely broken logic
⚠ Code that's objectively terrible but follows current trends
⚠ Influencer having existential crisis about reviewing actual code
⚠ Code review where influencer accidentally gives good technical advice
Input Format:
Code snippet with reviewer personality and aesthetic preference
Expected Output:
Influencer-style feedback with technical translation
Example:
function calculateTotal() { return items.reduce((a,b) => a + b.price, 0); } → This function is giving clean girl math energy! So minimalist, so chic! Technical: good use of reduce, clean implementation.
Input Format:
Code object with reviewer personality enum
Expected Output:
Review response with technical accuracy flag
Example:
{code: "async function fetch()", reviewer: "LIFESTYLE_INFLUENCER"} → {feedback: "Async is so fetch! You're serving efficiency!", accuracy: "high", actionable: true}
Input Format:
Code quality metrics with social media engagement factors
Code_issues + Influencer_translation → Actionable_feedback + Social_appeal → Error_handling + Aesthetic_language → "Bestie, your try-catch is not the vibe"
Hints
💡 Influencer types: lifestyle, tech, fitness, beauty - each has different code preferences