Moai Project Template Optimizer

moai-project-template-optimizer

Project Template Optimizer

Primary Agent: alfred
Secondary Agents: none
Version: 4.0.0
Keywords: project, template, optimizer, test

📖 Progressive Disclosure

Level 1: Quick Reference (Core Concepts)

Purpose: Handle template comparison and optimization workflows including backup detection, smart merging, and update completion reporting. Enhanced with Context7 MCP for up-to-date documentation.

When to Use:

• ✅ [Use case 1]
• ✅ [Use case 2]
• ✅ [Use case 3]

Quick Start Pattern:

# Basic example
# TODO: Add practical example

Level 2: Practical Implementation (Common Patterns)

Workflow Phases

Phase 1: Backup Discovery & Analysis

Purpose: Automatically discover and analyze existing project backups Trigger: Skill invocation or moai-adk version update detection

Process:

1. Backup Directory Scan

   # Check for .moai-backups/ directory
   if [ -d ".moai-backups/" ]; then
       # List available backups with timestamps
       ls -la .moai-backups/ | grep "backup-"
   fi
   

2. Backup Content Analysis

   • Read backup metadata and configuration files
   • Identify template files vs user customizations
   • Analyze backup creation timestamps and versions
   • Detect backup completeness and integrity

3. Backup Selection Strategy

   • Most recent backup (default)
   • User-specified backup version
   • Backup with specific features or configurations

Phase 2: Template Comparison Engine

Purpose: Detect differences between current templates and backup versions Method: Intelligent file comparison with template-aware parsing

Comparison Matrix:

File Type          | Comparison Strategy     | Merge Priority
------------------ | ----------------------- | --------------
.claude/settings.json | Structured JSON diff   | Template defaults
.moai/config.json   | User config preservation | User customizations
CLAUDE.md          | Section-based diff      | User content
Hook files         | Code-aware diff         | Template updates
Skills             | Content analysis        | Template defaults

Difference Detection:

1. Template Default Detection: Identify original template content
2. User Customization Extraction: Isolate user modifications
3. Version Compatibility Check: Ensure merge compatibility
4. Conflict Identification: Flag unresolvable differences

Phase 3: Smart Merge Algorithm

Purpose: Preserve user customizations while updating template structure Strategy: Three-way merge with intelligence

Merge Process:

1. Extraction Phase

   # Extract user customizations from backup
   user_customizations = extract_user_content(backup_files)
   
   # Get latest template defaults
   template_defaults = get_current_templates()
   
   # Analyze current project state
   current_state = analyze_current_project()
   

2. Merge Strategy

   • Template defaults: Always use latest template version
   • User configurations: Preserve from backup with compatibility updates
   • Custom content: Extract and merge with new structure
   • Deprecated features: Flag and offer migration options

3. Conflict Resolution

   • Template conflicts: Prefer latest template
   • User config conflicts: Preserve user choice with warnings
   • Structural conflicts: Create merge report with resolution options

Phase 4: Template Default Detection

Purpose: Identify and preserve only non-template content during updates Method: Pattern recognition and content analysis

Detection Patterns:

Template Indicators          | User Content Indicators
---------------------------- | -------------------------
"{{PROJECT_NAME}}"          | Specific project names
"{{CONVERSATION_LANGUAGE}}" | Actual language codes
"src/moai_adk/templates/"  | Custom file paths
Template placeholders       | Real configuration values
Default examples           | Custom implementations

Content Classification:

1. Template Content: Default placeholders, examples, standard structure
2. User Content: Custom configurations, specific implementations, personal settings
3. Mixed Content: Template files with user modifications (requires careful extraction)

Phase 5: Version Management & History

Purpose: Maintain version tracking and update history sections Output: Comprehensive update reports and history tracking

Version Tracking:

{
  "template_version": "0.17.0",
  "previous_version": "0.16.0",
  "update_timestamp": "2025-11-05T12:00:00Z",
  "backup_used": "backup-2025-10-15-v0.16.0",
  "optimization_applied": true
}

HISTORY Section Updates:

• Document template version changes
• Track optimization procedures applied
• Record user customizations preserved
• Note any manual interventions required

Phase 6: Configuration Updates

Purpose: Update project configuration with optimization flags and metadata Target: .moai/config/config.json and related configuration files

Optimization Configuration:

{
  "template_optimization": {
    "last_optimized": "2025-11-05T12:00:00Z",
    "backup_version": "backup-2025-10-15-v0.16.0",
    "template_version": "0.17.0",
    "customizations_preserved": ["language", "team_settings", "domains"],
    "optimization_flags": {
      "merge_applied": true,
      "conflicts_resolved": 0,
      "user_content_extracted": true
    }
  }
}

Usage Patterns

Standard Template Optimization

# Complete optimization workflow
Skill("moai-project-template-optimizer")

# Executes: Backup Discovery → Template Comparison → Smart Merge → Configuration Update

Backup Analysis Only

# Analyze existing backups without making changes
Skill("moai-project-template-optimizer", mode="analyze_only")

Specific Backup Restoration

# Restore from specific backup
Skill("moai-project-template-optimizer", 
       mode="restore", 
       backup="backup-2025-10-15-v0.16.0")

Rollback Operation

# Rollback to previous state
Skill("moai-project-template-optimizer", mode="rollback")

Performance Optimizations

Efficient Comparison

• Hash-based file comparison for speed
• Incremental backup analysis
• Parallel file processing for large projects
• Caching of template default patterns

Smart Merge Optimization

• Conflict prediction and prevention
• User customization pattern caching
• Template version compatibility matrix
• Merge operation batching

Reporting & Analytics

Optimization Reports

Template Optimization Report
Generated: 2025-11-05T12:00:00Z

Backup Analysis:
- Backups found: 3
- Selected backup: backup-2025-10-15-v0.16.0
- Backup integrity: 100%

Template Comparison:
- Files compared: 47
- Differences found: 12
- Conflicts detected: 0

Smart Merge Results:
- User customizations preserved: 8
- Template updates applied: 12
- Files modified: 15

Configuration Updates:
- Optimization flags set: true
- Version tracking updated: true
- History section updated: true

Performance:
- Total time: 2.3 seconds
- Success rate: 100%

Analytics Tracking

• Optimization frequency and success rates
• Common customization patterns
• Template update adoption metrics
• User satisfaction indicators

Implementation Notes

This skill consolidates complex template optimization workflows into a focused, intelligent system that:

• Reduces complexity: From 700+ lines to optimized skill implementation
• Improves reliability: Automated backup and merge procedures
• Enhances user experience: Smart customization preservation
• Maintains traceability: Comprehensive version tracking and reporting
• Provides flexibility: Multiple operation modes and rollback options

The skill serves as the foundation for template lifecycle management and can be extended with additional optimization patterns as template structures evolve.

Level 3: Advanced Patterns (Expert Reference)

Note: Advanced patterns for complex scenarios.

Coming soon: Deep dive into expert-level usage.

🎯 Best Practices Checklist

Must-Have:

• ✅ [Critical practice 1]
• ✅ [Critical practice 2]

Recommended:

• ✅ [Recommended practice 1]
• ✅ [Recommended practice 2]

Security:

• 🔒 [Security practice 1]

🔗 Context7 MCP Integration

When to Use Context7 for This Skill:

This skill benefits from Context7 when:

• Working with [project]
• Need latest documentation
• Verifying technical details

Example Usage:

# Fetch latest documentation
from moai_adk.integrations import Context7Helper

helper = Context7Helper()
docs = await helper.get_docs(
    library_id="/org/library",
    topic="project",
    tokens=5000
)

Relevant Libraries:

📊 Decision Tree

When to use moai-project-template-optimizer:

Start
  ├─ Need project?
  │   ├─ YES → Use this skill
  │   └─ NO → Consider alternatives
  └─ Complex scenario?
      ├─ YES → See Level 3
      └─ NO → Start with Level 1

🔄 Integration with Other Skills

Prerequisite Skills:

• Skill("prerequisite-1") – [Why needed]

Complementary Skills:

• Skill("complementary-1") – [How they work together]

Next Steps:

• Skill("next-step-1") – [When to use after this]

📚 Official References

Primary Documentation:

• Official Docs – Complete reference

Best Practices:

• Best Practices Guide – Official recommendations

📈 Version History

v4.0.0 (2025-11-12)

• ✨ Context7 MCP integration
• ✨ Progressive Disclosure structure
• ✨ 10+ code examples
• ✨ Primary/secondary agents defined
• ✨ Best practices checklist
• ✨ Decision tree
• ✨ Official references

Generated with: MoAI-ADK Skill Factory v4.0
Last Updated: 2025-11-12
Maintained by: Primary Agent (alfred)