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6.9 KiB

ChatGPT Improvement Directives Template

Created: 2025-10-14 06:44:58 UTC
Author: Matthew Raymer

🎯 Instructions for ChatGPT

Please analyze the DailyNotification plugin codebase and provide specific, actionable improvement directives. Focus on:

  1. Code Quality & Architecture
  2. Performance Optimization
  3. Security & Production Readiness
  4. Testing & Quality Assurance
  5. User Experience
  6. Maintainability & Scalability

📋 Analysis Framework

1. Code Quality Assessment

Please evaluate:

  • Method Complexity: Are methods too long or complex?
  • Error Handling: Is error handling comprehensive and consistent?
  • Code Duplication: Are there repeated patterns that can be extracted?
  • Naming Conventions: Are class/method names clear and consistent?
  • Documentation: Is inline documentation adequate?

Provide specific recommendations for:

  • Refactoring opportunities
  • Utility class extractions
  • Code organization improvements
  • Documentation enhancements

2. Performance Analysis

Please analyze:

  • Database Operations: Are queries optimized?
  • Memory Usage: Are there memory leaks or excessive allocations?
  • Background Work: Is WorkManager usage optimal?
  • AlarmManager: Are alarms scheduled efficiently?
  • Storage Operations: Can file I/O be optimized?

Provide specific recommendations for:

  • Performance bottlenecks
  • Optimization strategies
  • Caching implementations
  • Resource management improvements

3. Security Review

Please assess:

  • Input Validation: Are all inputs properly validated?
  • Data Storage: Is sensitive data stored securely?
  • API Calls: Are network requests secure?
  • Error Messages: Do error messages leak sensitive information?
  • Permission Handling: Are permissions properly managed?

Provide specific recommendations for:

  • Security vulnerabilities
  • Data protection measures
  • Input sanitization
  • Secure coding practices

4. Testing Strategy

Please evaluate:

  • Test Coverage: What areas need more testing?
  • Test Quality: Are tests comprehensive and reliable?
  • Edge Cases: What edge cases are missing?
  • Automation: What can be automated?
  • CI/CD: How can testing be integrated?

Provide specific recommendations for:

  • Unit test implementations
  • Integration test strategies
  • Edge case testing
  • Automated testing setup

5. User Experience

Please analyze:

  • Permission Flow: Is the permission request flow smooth?
  • Error Messages: Are error messages user-friendly?
  • Feedback: Do users get adequate feedback?
  • Accessibility: Are there accessibility considerations?
  • Performance: Does the app feel responsive?

Provide specific recommendations for:

  • UX improvements
  • User education features
  • Feedback mechanisms
  • Accessibility enhancements

6. Maintainability

Please assess:

  • Code Organization: Is the code well-organized?
  • Dependencies: Are dependencies properly managed?
  • Version Compatibility: How can we handle Android version differences?
  • Future Extensibility: How can we add new features?
  • Documentation: Is documentation adequate for maintenance?

Provide specific recommendations for:

  • Code organization improvements
  • Dependency management
  • Version compatibility strategies
  • Extensibility patterns

📊 Expected Output Format

For each area, please provide:

Priority Level

  • High: Critical issues that must be addressed
  • Medium: Important improvements that should be prioritized
  • Low: Nice-to-have enhancements

Specific Recommendations

  • What: Exact changes to make
  • Why: Rationale for the change
  • How: Implementation approach
  • Impact: Expected benefits

Code Examples

  • Before: Current implementation
  • After: Improved implementation
  • Explanation: Why the change improves the code

Implementation Steps

  • Step 1: First action to take
  • Step 2: Next steps in sequence
  • Dependencies: What needs to be done first
  • Testing: How to verify the improvement

🎯 Focus Areas

Immediate Improvements (High Priority)

  1. Performance Optimization: Identify and fix performance bottlenecks
  2. Security Hardening: Address security vulnerabilities
  3. Error Handling: Improve error handling consistency
  4. Testing Coverage: Add missing unit tests

Medium-term Enhancements

  1. Code Refactoring: Extract utilities and reduce complexity
  2. User Experience: Improve permission flows and feedback
  3. Documentation: Enhance developer documentation
  4. Monitoring: Add production monitoring capabilities

Long-term Strategic Improvements

  1. Architecture Evolution: Plan for future feature additions
  2. Cross-platform Consistency: Ensure iOS parity
  3. Scalability: Plan for increased usage
  4. Maintenance: Improve long-term maintainability

📝 Specific Questions

Architecture Questions

  1. How can we reduce the complexity of DailyNotificationPlugin.java?
  2. Are there better patterns for handling Android version differences?
  3. How can we improve the separation of concerns?
  4. What utility classes should we extract?

Performance Questions

  1. How can we optimize database operations?
  2. Are there memory leaks or excessive allocations?
  3. How can we improve background work efficiency?
  4. What caching strategies should we implement?

Security Questions

  1. What security vulnerabilities exist?
  2. How can we improve input validation?
  3. Are there data privacy concerns?
  4. How can we secure network communications?

Testing Questions

  1. What unit tests are missing?
  2. How can we improve test reliability?
  3. What edge cases need testing?
  4. How can we automate testing?

User Experience Questions

  1. How can we improve the permission request flow?
  2. Are error messages user-friendly?
  3. How can we provide better feedback?
  4. What accessibility improvements are needed?

🎯 Success Criteria

A successful analysis should provide:

  1. Specific, Actionable Recommendations: Not vague suggestions
  2. Prioritized Improvements: Clear priority levels
  3. Implementation Guidance: How to implement changes
  4. Code Examples: Before/after code samples
  5. Impact Assessment: Expected benefits of changes
  6. Testing Strategy: How to verify improvements

📋 Deliverables Expected

  1. Executive Summary: High-level improvement priorities
  2. Detailed Analysis: Specific recommendations for each area
  3. Implementation Plan: Step-by-step improvement roadmap
  4. Code Examples: Before/after implementations
  5. Testing Strategy: How to verify improvements
  6. Risk Assessment: Potential issues with changes

This template provides ChatGPT with a structured framework for analyzing the DailyNotification plugin and providing specific, actionable improvement directives.