# Code Mode Resources

## Overview

This document details the SAFLA resources available for Code mode operations, providing real-time access to system data, configuration, and metrics through the MCP resource interface. All resources focus on supporting code development workflows.

## System Configuration Resources

### safla://config
**Description:** Current SAFLA configuration settings for code development

**Usage in Code Mode:**
```bash
# Access current development configuration
access_mcp_resource safla "safla://config"
```

**Code Development Applications:**
- Review development environment settings
- Validate code quality configuration
- Check testing framework settings
- Verify integration tool configuration
- Monitor development tool preferences

**Resource Data Structure:**
```json
{
  "development": {
    "language_settings": {
      "typescript": { "strict": true, "target": "ES2020" },
      "javascript": { "es_version": "ES2020", "modules": "commonjs" }
    },
    "testing": {
      "framework": "jest",
      "coverage_threshold": 90,
      "parallel_execution": true
    },
    "code_quality": {
      "linting": "eslint",
      "formatting": "prettier",
      "complexity_threshold": 10
    }
  }
}
```

### safla://status
**Description:** Current system status and health for development environment

**Usage in Code Mode:**
```bash
# Check development environment status
access_mcp_resource safla "safla://status"
```

**Code Development Applications:**
- Monitor development environment health
- Check compilation and build system status
- Validate development tool availability
- Monitor resource utilization for development
- Track development environment performance

**Resource Data Structure:**
```json
{
  "system_health": "healthy",
  "development_environment": {
    "status": "active",
    "tools_available": true,
    "compilation_ready": true,
    "testing_framework": "operational"
  },
  "resource_usage": {
    "cpu": 45,
    "memory": 60,
    "disk": 30
  }
}
```

## Performance and Metrics Resources

### safla://performance-metrics
**Description:** Real-time performance metrics and statistics for code development

**Usage in Code Mode:**
```bash
# Monitor code development performance metrics
access_mcp_resource safla "safla://performance-metrics"
```

**Code Development Applications:**
- Monitor compilation performance
- Track code execution metrics
- Analyze development tool performance
- Monitor memory usage during development
- Track build and test execution times

**Resource Data Structure:**
```json
{
  "compilation": {
    "average_time": "2.3s",
    "success_rate": 98.5,
    "error_rate": 1.5
  },
  "testing": {
    "execution_time": "45s",
    "test_success_rate": 96.8,
    "coverage_percentage": 92.3
  },
  "memory_usage": {
    "development_tools": "1.2GB",
    "compilation_peak": "800MB",
    "test_execution": "600MB"
  }
}
```

### safla://optimization-recommendations
**Description:** AI-generated optimization recommendations for code development

**Usage in Code Mode:**
```bash
# Get code optimization recommendations
access_mcp_resource safla "safla://optimization-recommendations"
```

**Code Development Applications:**
- Receive performance optimization suggestions
- Get code quality improvement recommendations
- Obtain build process optimization advice
- Access memory usage optimization tips
- Get testing strategy recommendations

**Resource Data Structure:**
```json
{
  "performance_optimizations": [
    {
      "type": "compilation",
      "recommendation": "Enable incremental compilation",
      "impact": "30% faster builds",
      "priority": "high"
    },
    {
      "type": "memory",
      "recommendation": "Optimize data structures",
      "impact": "20% memory reduction",
      "priority": "medium"
    }
  ],
  "code_quality": [
    {
      "type": "refactoring",
      "recommendation": "Extract complex methods",
      "impact": "Improved maintainability",
      "priority": "medium"
    }
  ]
}
```

## Testing and Quality Resources

### safla://test-results
**Description:** Latest test execution results and reports

**Usage in Code Mode:**
```bash
# Access latest test execution results
access_mcp_resource safla "safla://test-results"
```

**Code Development Applications:**
- Review test execution outcomes
- Monitor test coverage metrics
- Track test performance trends
- Analyze test failure patterns
- Validate code quality through tests

**Resource Data Structure:**
```json
{
  "latest_execution": {
    "timestamp": "2025-06-02T15:10:00Z",
    "total_tests": 1247,
    "passed": 1205,
    "failed": 42,
    "skipped": 0,
    "execution_time": "45.2s"
  },
  "coverage": {
    "line_coverage": 92.3,
    "branch_coverage": 88.7,
    "function_coverage": 95.1,
    "statement_coverage": 91.8
  },
  "performance": {
    "slowest_tests": [
      {"name": "integration.api.test", "time": "3.2s"},
      {"name": "e2e.user.workflow", "time": "2.8s"}
    ]
  }
}
```

### safla://test-coverage
**Description:** Code coverage and test quality metrics

**Usage in Code Mode:**
```bash
# Monitor test coverage metrics
access_mcp_resource safla "safla://test-coverage"
```

**Code Development Applications:**
- Track code coverage progress
- Identify untested code areas
- Monitor coverage trends over time
- Validate coverage requirements
- Plan testing strategy improvements

**Resource Data Structure:**
```json
{
  "overall_coverage": {
    "percentage": 92.3,
    "target": 95.0,
    "trend": "increasing"
  },
  "module_coverage": {
    "core": 96.5,
    "utils": 89.2,
    "api": 94.1,
    "ui": 87.8
  },
  "uncovered_areas": [
    {"file": "src/utils/legacy.ts", "lines": [45, 67, 89]},
    {"file": "src/api/deprecated.ts", "lines": [12, 34]}
  ]
}
```

## Benchmarking and Performance Resources

### safla://benchmark-results
**Description:** Performance benchmark results and trends

**Usage in Code Mode:**
```bash
# Access performance benchmark data
access_mcp_resource safla "safla://benchmark-results"
```

**Code Development Applications:**
- Monitor code performance benchmarks
- Track performance regression/improvement
- Compare performance across versions
- Validate performance requirements
- Optimize based on benchmark data

**Resource Data Structure:**
```json
{
  "latest_benchmarks": {
    "timestamp": "2025-06-02T15:00:00Z",
    "api_performance": {
      "average_response_time": "45ms",
      "throughput": "1200 req/s",
      "p95_response_time": "120ms"
    },
    "algorithm_performance": {
      "data_processing": "2.3s per 1M records",
      "search_operations": "15ms average",
      "sorting_algorithms": "0.8s per 100K items"
    }
  },
  "trends": {
    "performance_improvement": "12% over last month",
    "memory_optimization": "8% reduction",
    "compilation_speed": "15% faster"
  }
}
```

### safla://performance-baselines
**Description:** Established performance baselines for comparison

**Usage in Code Mode:**
```bash
# Access performance baselines
access_mcp_resource safla "safla://performance-baselines"
```

**Code Development Applications:**
- Compare current performance to baselines
- Validate performance regression/improvement
- Set performance targets for new features
- Monitor performance consistency
- Plan performance optimization efforts

**Resource Data Structure:**
```json
{
  "baselines": {
    "api_response_time": {
      "baseline": "50ms",
      "tolerance": "±10ms",
      "last_updated": "2025-05-15T10:00:00Z"
    },
    "compilation_time": {
      "baseline": "3.2s",
      "tolerance": "±0.5s",
      "last_updated": "2025-05-20T14:30:00Z"
    },
    "memory_usage": {
      "baseline": "512MB",
      "tolerance": "±50MB",
      "last_updated": "2025-05-25T09:15:00Z"
    }
  }
}
```

## Development Environment Resources

### safla://deployments
**Description:** Information about SAFLA deployments for development

**Usage in Code Mode:**
```bash
# Monitor development environment deployments
access_mcp_resource safla "safla://deployments"
```

**Code Development Applications:**
- Monitor development environment status
- Track deployment configurations
- Validate environment consistency
- Monitor resource allocation
- Plan environment scaling

**Resource Data Structure:**
```json
{
  "active_deployments": [
    {
      "name": "dev_environment",
      "status": "running",
      "resources": {
        "cpu": "4 cores",
        "memory": "8GB",
        "storage": "100GB"
      },
      "services": ["code_server", "test_runner", "build_system"]
    }
  ],
  "deployment_health": {
    "overall_status": "healthy",
    "service_availability": 100,
    "resource_utilization": 65
  }
}
```

### safla://deployment-templates
**Description:** Available deployment configuration templates

**Usage in Code Mode:**
```bash
# Access deployment templates for development
access_mcp_resource safla "safla://deployment-templates"
```

**Code Development Applications:**
- Select appropriate deployment templates
- Configure development environments
- Standardize development setups
- Plan resource requirements
- Optimize development workflows

**Resource Data Structure:**
```json
{
  "templates": [
    {
      "name": "typescript_development",
      "description": "Optimized for TypeScript development",
      "resources": {
        "cpu": "4 cores",
        "memory": "8GB",
        "storage": "50GB"
      },
      "tools": ["node", "typescript", "jest", "eslint"]
    },
    {
      "name": "full_stack_development",
      "description": "Complete full-stack development environment",
      "resources": {
        "cpu": "8 cores",
        "memory": "16GB",
        "storage": "100GB"
      },
      "tools": ["node", "docker", "database", "redis"]
    }
  ]
}
```

## System Logs and Monitoring Resources

### safla://system-logs
**Description:** SAFLA system logs and audit trail for development

**Usage in Code Mode:**
```bash
# Access development-related system logs
access_mcp_resource safla "safla://system-logs"
```

**Code Development Applications:**
- Debug development environment issues
- Monitor compilation and build logs
- Track test execution logs
- Analyze error patterns
- Audit development activities

**Resource Data Structure:**
```json
{
  "recent_logs": [
    {
      "timestamp": "2025-06-02T15:10:30Z",
      "level": "INFO",
      "component": "build_system",
      "message": "Compilation completed successfully",
      "details": {"duration": "2.3s", "files": 45}
    },
    {
      "timestamp": "2025-06-02T15:09:15Z",
      "level": "WARN",
      "component": "test_runner",
      "message": "Test execution slower than expected",
      "details": {"expected": "30s", "actual": "45s"}
    }
  ],
  "log_categories": {
    "compilation": 156,
    "testing": 89,
    "deployment": 23,
    "errors": 12
  }
}
```

### safla://user-sessions
**Description:** Active user sessions and access information

**Usage in Code Mode:**
```bash
# Monitor development user sessions
access_mcp_resource safla "safla://user-sessions"
```

**Code Development Applications:**
- Monitor active development sessions
- Track development tool usage
- Manage concurrent development access
- Monitor resource usage by developers
- Plan development capacity

**Resource Data Structure:**
```json
{
  "active_sessions": [
    {
      "session_id": "dev_session_001",
      "user": "developer_1",
      "start_time": "2025-06-02T14:00:00Z",
      "activity": "code_development",
      "resources_used": {
        "cpu": 25,
        "memory": "2GB"
      }
    }
  ],
  "session_statistics": {
    "total_active": 3,
    "average_duration": "4.2 hours",
    "peak_concurrent": 5
  }
}
```

## Backup and Recovery Resources

### safla://backup-status
**Description:** Backup and restore operation status

**Usage in Code Mode:**
```bash
# Monitor backup status for development data
access_mcp_resource safla "safla://backup-status"
```

**Code Development Applications:**
- Monitor development environment backups
- Track code repository backup status
- Validate backup integrity
- Plan recovery procedures
- Ensure development continuity

**Resource Data Structure:**
```json
{
  "latest_backup": {
    "timestamp": "2025-06-02T12:00:00Z",
    "type": "incremental",
    "status": "completed",
    "size": "2.3GB",
    "duration": "15 minutes"
  },
  "backup_schedule": {
    "frequency": "daily",
    "retention": "30 days",
    "next_backup": "2025-06-03T12:00:00Z"
  },
  "recovery_points": [
    {"date": "2025-06-02", "type": "full"},
    {"date": "2025-06-01", "type": "incremental"},
    {"date": "2025-05-31", "type": "incremental"}
  ]
}
```

## Agent and Cognitive Resources

### safla://agent-sessions
**Description:** Active agent interaction sessions for development

**Usage in Code Mode:**
```bash
# Monitor development agent sessions
access_mcp_resource safla "safla://agent-sessions"
```

**Code Development Applications:**
- Monitor active coding agents
- Track agent performance and efficiency
- Coordinate multiple development agents
- Manage agent resource usage
- Plan agent-based development workflows

**Resource Data Structure:**
```json
{
  "active_sessions": [
    {
      "session_id": "code_agent_001",
      "agent_type": "cognitive",
      "focus": "code_implementation",
      "status": "active",
      "start_time": "2025-06-02T14:30:00Z",
      "tasks_completed": 5,
      "current_task": "module_optimization"
    }
  ],
  "agent_performance": {
    "average_task_completion": "12 minutes",
    "success_rate": 94.2,
    "efficiency_score": 87.5
  }
}
```

### safla://agent-capabilities
**Description:** Available agent types and their capabilities

**Usage in Code Mode:**
```bash
# Access available development agent capabilities
access_mcp_resource safla "safla://agent-capabilities"
```

**Code Development Applications:**
- Select appropriate agents for development tasks
- Plan agent-based development workflows
- Understand agent specializations
- Optimize agent utilization
- Design multi-agent development strategies

**Resource Data Structure:**
```json
{
  "available_agents": [
    {
      "type": "cognitive",
      "specializations": [
        "code_implementation",
        "algorithm_optimization",
        "test_generation",
        "code_review"
      ],
      "capabilities": {
        "languages": ["typescript", "javascript", "python"],
        "frameworks": ["node", "react", "express"],
        "max_concurrent_tasks": 3
      }
    }
  ]
}
```

## Learning and Adaptation Resources

### safla://learning-metrics
**Description:** Adaptive learning performance and knowledge retention metrics

**Usage in Code Mode:**
```bash
# Monitor learning metrics for code development
access_mcp_resource safla "safla://learning-metrics"
```

**Code Development Applications:**
- Track development skill improvement
- Monitor code quality learning progress
- Assess adaptation effectiveness
- Optimize learning strategies
- Plan development training

**Resource Data Structure:**
```json
{
  "learning_progress": {
    "code_quality_improvement": 15.2,
    "performance_optimization": 12.8,
    "testing_effectiveness": 18.5
  },
  "knowledge_retention": {
    "coding_patterns": 92.3,
    "best_practices": 88.7,
    "optimization_techniques": 85.4
  },
  "adaptation_rate": {
    "new_technologies": 0.15,
    "coding_standards": 0.22,
    "development_processes": 0.18
  }
}
```

### safla://adaptation-patterns
**Description:** System adaptation trends and behavioral evolution patterns

**Usage in Code Mode:**
```bash
# Analyze adaptation patterns in development
access_mcp_resource safla "safla://adaptation-patterns"
```

**Code Development Applications:**
- Understand development behavior evolution
- Identify successful adaptation patterns
- Optimize development process improvements
- Plan adaptive development strategies
- Enhance coding methodology effectiveness

**Resource Data Structure:**
```json
{
  "behavioral_patterns": [
    {
      "pattern": "test_driven_development",
      "adoption_rate": 85.2,
      "effectiveness": 92.1,
      "trend": "increasing"
    },
    {
      "pattern": "code_review_integration",
      "adoption_rate": 78.9,
      "effectiveness": 88.4,
      "trend": "stable"
    }
  ],
  "performance_adaptations": {
    "compilation_optimization": "improved 23% over 30 days",
    "testing_efficiency": "improved 18% over 30 days",
    "code_quality": "improved 12% over 30 days"
  }
}
```

## Meta-Cognitive Resources

### safla://meta-cognitive-state
**Description:** Current meta-cognitive awareness and introspection state

**Usage in Code Mode:**
```bash
# Access meta-cognitive state for development
access_mcp_resource safla "safla://meta-cognitive-state"
```

**Code Development Applications:**
- Understand system self-awareness in development
- Optimize development decision-making
- Enhance adaptive development strategies
- Improve development process introspection
- Plan meta-cognitive development improvements

**Resource Data Structure:**
```json
{
  "awareness_level": 0.85,
  "focus_areas": [
    "code_quality",
    "performance_optimization",
    "testing_effectiveness"
  ],
  "introspection_depth": "deep",
  "self_assessment": {
    "development_efficiency": 87.2,
    "code_quality_awareness": 92.1,
    "performance_consciousness": 84.6
  }
}
```

### safla://goals
**Description:** Active and completed system goals with progress tracking

**Usage in Code Mode:**
```bash
# Monitor development goals and progress
access_mcp_resource safla "safla://goals"
```

**Code Development Applications:**
- Track code quality goals
- Monitor development milestone progress
- Assess goal achievement effectiveness
- Plan future development objectives
- Optimize goal-driven development

**Resource Data Structure:**
```json
{
  "active_goals": [
    {
      "goal_id": "code_quality_excellence",
      "name": "Achieve 95% test coverage",
      "priority": "high",
      "progress": 0.87,
      "target_date": "2025-06-15T00:00:00Z",
      "metrics": {
        "current_coverage": 92.3,
        "target_coverage": 95.0
      }
    }
  ],
  "completed_goals": [
    {
      "goal_id": "performance_optimization",
      "name": "Reduce compilation time by 20%",
      "completion_date": "2025-05-28T00:00:00Z",
      "achievement": "22% reduction achieved"
    }
  ]
}
```

These resources provide comprehensive real-time access to all aspects of the code development environment, enabling data-driven development decisions and continuous optimization of development workflows.