Files
Dani 054c0e56e9 fix(commands): Remove deprecated 'model: sonnet' field from 142 command files
Removed the deprecated 'model: sonnet' field from command frontmatter to fix
compatibility issues with Claude Code. Commands will now inherit the model from
the active conversation instead of using a hardcoded deprecated model identifier.

Changes:
- Removed 'model: sonnet' from 142 command files across all categories
- Commands now use default model inheritance behavior
- Preserved 'model: claude-sonnet-4-5-20250929' in gemini-review.md (valid model)
- 67 commands without model field remain unchanged

This resolves the "model: sonnet not found" error reported in GitHub issues
and aligns with Claude Code's recommended practice of letting commands inherit
the conversation model.

Affected categories:
- Database/Supabase commands (8 files)
- Documentation commands (8 files)
- Deployment commands (11 files)
- Setup commands (14 files)
- Performance commands (8 files)
- Team commands (14 files)
- Security commands (6 files)
- NextJS/Vercel commands (10 files)
- Sync commands (14 files)
- And more across other categories

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-21 10:08:58 -04:00

127 lines
4.7 KiB
Markdown

---
allowed-tools: Read, Write, Edit, Bash
argument-hint: [analytics-type] | --player-behavior | --performance | --monetization | --retention | --comprehensive
description: Use PROACTIVELY to implement game analytics systems with player behavior tracking, performance monitoring, and business intelligence integration
---
# Game Analytics & Player Intelligence System
Implement comprehensive game analytics and player intelligence: $ARGUMENTS
## Current Analytics Context
- Game platform: @package.json or detect Unity/Unreal/Godot project files
- Existing analytics: !`grep -r "Analytics\|Telemetry\|Tracking" . 2>/dev/null | wc -l` current implementations
- Data storage: @database/ or detect database configurations
- Privacy compliance: @privacy-policy.md or @GDPR/ (if exists)
- Platform SDKs: !`find . -name "*SDK*" -o -name "*Analytics*" | head -5`
## Task
Create a comprehensive analytics system for game development with player behavior tracking, performance monitoring, A/B testing capabilities, and business intelligence integration.
## Analytics Framework Components
### 1. Player Behavior Analytics
- Session tracking and engagement metrics
- User journey mapping and funnel analysis
- Feature usage and interaction heatmaps
- Player progression and achievement tracking
- Social interactions and community engagement metrics
### 2. Performance & Technical Analytics
- Frame rate and performance monitoring across devices
- Crash reporting and error tracking
- Loading times and optimization opportunities
- Memory usage patterns and optimization insights
- Network performance and connectivity analytics
### 3. Business Intelligence Integration
- Revenue tracking and monetization analytics
- User acquisition and retention metrics
- Lifetime value (LTV) and cohort analysis
- A/B testing framework for feature experiments
- Market segmentation and player persona analytics
### 4. Real-time Monitoring & Alerting
- Live player activity monitoring
- Performance anomaly detection and alerting
- Revenue and conversion rate monitoring
- Server health and capacity monitoring
- Automated incident response and escalation
## Analytics Implementation Areas
### Data Collection Strategy
- Event taxonomy design and standardization
- Privacy-compliant data collection practices
- Cross-platform data synchronization
- Offline data storage and batch upload
- Data quality validation and cleansing
### Analytics Dashboard Development
- Real-time analytics visualization
- Custom KPI tracking and monitoring
- Executive and stakeholder reporting
- Team-specific analytics views and permissions
- Mobile and web dashboard accessibility
### Player Insights & Segmentation
- Player behavior pattern analysis
- Churn prediction and retention strategies
- Personalization and recommendation systems
- Dynamic difficulty adjustment based on analytics
- Player support and community management insights
### A/B Testing & Experimentation
- Feature flag management and testing infrastructure
- Statistical significance validation
- Multivariate testing capabilities
- Gradual feature rollout and monitoring
- Experiment result analysis and recommendations
## Privacy & Compliance
### Data Protection Implementation
- GDPR and CCPA compliance frameworks
- User consent management and tracking
- Data anonymization and pseudonymization
- Right to be forgotten implementation
- Data breach detection and response procedures
### Security & Data Governance
- Encrypted data transmission and storage
- Access control and audit logging
- Data retention policy implementation
- Third-party integration security validation
- Regular security assessment and compliance audits
## Deliverables
1. **Analytics Architecture**
- Data collection framework and event taxonomy
- Privacy-compliant implementation guidelines
- Cross-platform synchronization strategy
- Real-time processing and storage architecture
2. **Dashboard & Reporting System**
- Executive and operational dashboards
- Automated reporting and alert systems
- Custom analytics views for different stakeholders
- Mobile and web accessibility implementation
3. **Player Intelligence Platform**
- Behavior analysis and segmentation tools
- Predictive analytics and recommendation systems
- A/B testing and experimentation framework
- Personalization and dynamic content delivery
4. **Compliance & Security Framework**
- Privacy policy and consent management
- Data governance and security protocols
- Regulatory compliance validation
- Incident response and data breach procedures
## Integration Guidelines
Implement analytics with game engine native solutions and establish scalable data pipelines. Ensure compliance with privacy regulations and platform-specific requirements while maintaining player trust and data security.