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Ai algorithm

Import Userrequested to merge
ai-algorithm into main

🎯 Description

📋 Type of Change

  • 🐛 Bug fix (non-breaking change that fixes an issue)
  • ✨ New feature (non-breaking change that adds functionality)
  • 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • 📚 Documentation update
  • 🔧 Maintenance/refactoring
  • 🧪 Tests only
  • 🚀 CI/CD changes

🔗 Related Issues

Closes # Related to #

🧪 Testing

  • Unit tests added/updated
  • Integration tests added/updated
  • E2E tests added/updated (if applicable)
  • Manual testing completed
  • Tests pass locally (npm test && cd backend && npm test)
  • Database migrations tested (if applicable)

Test Coverage

  • Frontend: X% coverage (target: 70%+)
  • Backend: X% coverage (target: 75%+)

🔍 Code Quality Checklist

  • Code follows the project's style guidelines
  • Self-review of code completed
  • Code is commented where necessary
  • No console.log statements left in production code
  • Error handling is implemented appropriately
  • TypeScript types are properly defined
  • Security considerations have been addressed

📊 Performance Impact

  • Bundle size impact assessed (frontend changes)
  • Database query performance considered (backend changes)
  • API response time impact evaluated
  • Memory usage impact considered

🗃️ Database Changes

  • Migration files included
  • Migration rollback tested
  • Seed data updated (if needed)
  • Database indexes considered
  • Backward compatibility maintained

📱 Frontend Changes

  • Responsive design tested
  • Cross-browser compatibility verified
  • Accessibility guidelines followed
  • Loading states implemented
  • Error states handled

🔧 Backend Changes

  • API documentation updated
  • Input validation implemented
  • Error responses standardized
  • Logging added for debugging
  • Rate limiting considered (if needed)

🔒 Security Considerations

  • Input sanitization implemented
  • Authentication/authorization verified
  • Sensitive data handling reviewed
  • SQL injection prevention verified
  • XSS prevention measures in place

📸 Screenshots/Demo

Before

After

🚀 Deployment Notes

  • Environment variables added/changed
  • Configuration updates required
  • Third-party service dependencies
  • Deployment order requirements
  • Rollback plan considered

👀 Review Focus Areas

Please pay special attention to:

  • Logic in filename.js:line-range
  • Database migration safety
  • Error handling patterns
  • Performance optimizations
  • Security implications

📋 Agent Completion Checklist

  • TodoWrite tool used to track progress
  • All acceptance criteria from original issue met
  • Code follows AGENT-GUIDELINES.md standards
  • Testing follows TESTING-STANDARDS.md requirements
  • Documentation updated as needed
  • Git commit messages follow conventional format
  • No breaking changes without proper communication

🤝 Collaboration Notes

  • Dependencies: This PR depends on #XXX being merged first
  • Follow-up work: Issue #XXX should be created for...
  • Technical debt: Consider refactoring X in a future PR
  • Known limitations: This approach has limitations with...

📝 Reviewer Guidelines

Required Reviews

  • Code Owner: @username (required for architecture changes)
  • Security Review: @security-team (required for auth/data changes)
  • Database Review: @database-team (required for schema changes)

Testing Verification

Please verify:

  1. All tests pass in your local environment
  2. Changes work as expected in manual testing
  3. No regression in existing functionality
  4. Performance impact is acceptable

Agent Signature: 🤖 Generated with Claude Code

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