/**
 * @foxruv/agent-learning-core
 *
 * Cross-project self-improving agent engine with federated learning
 *
 * Core Infrastructure:
 * - Python DSPy optimizer client
 * - AgentDB persistence with vector search
 * - LLM provider abstractions
 * - Time-aware dataset splitting
 * - Parallel swarm coordination
 *
 * Federated Learning:
 * - Cross-project pattern discovery
 * - Reflexion drift monitoring
 * - Global telemetry & drift detection
 * - Consensus lineage tracking
 * - Prompt registry & versioning
 *
 * @author FoxRuv
 * @license MIT
 * @version 1.0.0
 */

// ============================================================================
// Clients
// ============================================================================

export {
  PythonOptimizerClient,
  createOptimizerClient,
  isOptimizerAvailable
} from './clients/python-optimizer-client'

export type {
  SignatureField,
  SignatureDefinition,
  TrainingExample,
  OptimizationConfig,
  LMConfig,
  OptimizationRequest,
  OptimizationResult
} from './clients/python-optimizer-client'

export {
  SwarmCoordinator,
  createSwarmCoordinator,
  trainExpertsParallel
} from './clients/swarm-coordinator'

export type {
  ExpertTrainingTask,
  SwarmConfig,
  TrainingResult,
  SwarmStats
} from './clients/swarm-coordinator'

// ============================================================================
// Storage
// ============================================================================

export {
  AgentDBOptimizerStorage,
  createOptimizerStorage,
  storeOptimization,
  loadOptimization
} from './storage/agentdb-optimizer-storage'

export type {
  StoredOptimization,
  OptimizationHistory
} from './storage/agentdb-optimizer-storage'

export {
  ReasoningBankManager,
  createReasoningBank
} from './storage/reasoning-bank'

export type {
  LearningTrajectory,
  TrajectoryPattern,
  LearningInsights
} from './storage/reasoning-bank'

export {
  AgentDBManager,
  createAgentDB
} from './storage/agentdb-integration'

export type {
  ExpertEmbedding,
  CausalDecision,
  ReflexionEntry,
  LearnedSkill,
  AgentDBConfig
} from './storage/agentdb-integration'

// ============================================================================
// Utilities
// ============================================================================

export {
  trainExpertsInParallel,
  calculateSwarmStats,
  retryFailedTasks,
  shardTrainingData,
  aggregateMetrics,
  loadBalanceTasks,
  faultTolerantTrain,
  TrainingMonitor
} from './utils/swarm-utils'

export type {
  TrainingTask,
  TrainingResult as SwarmTrainingResult,
  SwarmConfig as SwarmUtilsConfig,
  SwarmStats as SwarmUtilsStats
} from './utils/swarm-utils'

// ============================================================================
// Providers
// ============================================================================

export {
  LMProviderManager,
  getLMProvider,
  resetLMProvider
} from './providers/lm-provider'

export type {
  ModelProvider,
  LMProviderConfig,
  PerformanceMetrics
} from './providers/lm-provider'

export {
  Qwen3Provider
} from './providers/qwen3-provider'

export type {
  Signature
} from './providers/qwen3-provider'

// ============================================================================
// Training
// ============================================================================

export {
  DatasetBuilder,
  balanceByOutcome,
  balanceByCategory,
  exportToJSONL,
  exportSplitToJSONL
} from './training/dataset-core'

export type {
  TemporalExample,
  DatasetSplit,
  SplitStrategy,
  TemporalSplitConfig
} from './training/dataset-core'

// ============================================================================
// Federated Learning - Reflexion Monitoring
// ============================================================================

export {
  ReflexionMonitor,
  createReflexionMonitor
} from './reflexion/reflexion-monitor'

export type {
  TrackedReflexion,
  DriftDetection,
  ReflexionComparison,
  ReflexionAdvisory,
  ReflexionMonitorConfig
} from './reflexion/reflexion-monitor'

// ============================================================================
// Federated Learning - Global Telemetry
// ============================================================================

export {
  GlobalMetricsCollector,
  createGlobalMetrics
} from './telemetry/global-metrics'

export type {
  TelemetryEvent,
  ExpertMetrics,
  DriftAlert,
  CrossProjectMetrics,
  GlobalMetricsConfig
} from './telemetry/global-metrics'

// ============================================================================
// Federated Learning - Consensus Lineage
// ============================================================================

export {
  ConsensusLineageTracker,
  createConsensusLineageTracker
} from './consensus/lineage-tracker'

export type {
  ExpertParticipation,
  ConsensusDecision,
  VersionLineage,
  ConsensusPattern,
  VersionImpact,
  RotationRecommendation,
  LineageTrackerConfig
} from './consensus/lineage-tracker'

// ============================================================================
// Federated Learning - Prompt Registry
// ============================================================================

export {
  PromptRegistry,
  createPromptRegistry
} from './patterns/prompt-registry'

export type {
  ExpertSignature,
  SignatureComparison,
  BestSignature,
  PromptEvolution,
  PromptRegistryConfig
} from './patterns/prompt-registry'

// ============================================================================
// Federated Learning - Pattern Discovery
// ============================================================================

export {
  PatternDiscovery,
  createPatternDiscovery
} from './patterns/pattern-discovery'

export type {
  LearnedPattern,
  PatternMatch,
  TransferRecommendation,
  PatternEvolution as PatternEvolutionHistory,
  PatternDiscoveryConfig
} from './patterns/pattern-discovery'

// ============================================================================
// IRIS Prime - AI Operations Orchestrator
// ============================================================================

export {
  IrisPrime,
  createIrisPrime,
  irisPrime
} from './orchestrators/iris-prime'

export type {
  IrisReport,
  CrossProjectReport,
  ProjectConfig,
  IrisPrimeConfig
} from './orchestrators/iris-prime'

export { ScheduledIrisRunner } from './orchestrators/run-iris-scheduled'

// ============================================================================
// Notifications - WhatsApp & Supabase
// ============================================================================

export * from './notifications'

// ============================================================================
// Supabase Backend Integration
// ============================================================================

export * from './supabase'

// ============================================================================
// E2B Sandbox Integration
// ============================================================================

// Commented out - requires @foxruv/e2b-runner package
// export {
//   E2BSandboxManager,
//   createE2BSandboxManager,
//   getDefaultE2BSandboxManager,
//   resetDefaultInstance
// } from './sandbox'

// export type {
//   E2BSandboxConfig,
//   PromptVariantTest,
//   SandboxTestResult,
//   BatchTestRequest,
//   BatchTestResults
// } from './sandbox'

// export * from './sandbox/e2b-integration'

// ============================================================================
// Agent Orchestration Integration
// ============================================================================

// Commented out - requires @foxruv/agent-orchestration package
// export * from './orchestration/orchestration-integration'

// ============================================================================
// MCP Server - IRIS Prime Model Context Protocol
// ============================================================================

// Note: MCP server is a standalone executable, not exported as library code
// Usage:
//   - CLI: npm run mcp:client <tool-name> [args]
//   - Programmatic: import { callIrisMCP, IrisPrimeMCPClient } from './scripts/iris-mcp-client'
//   - Server: npm run mcp:server
//
// See docs/MCP_SERVER_ARCHITECTURE.md for details

// ============================================================================
// Configuration & Validation
// ============================================================================

export * from './config/validator'

// ============================================================================
// Migration Tools
// ============================================================================

export * from './migration/agentdb-to-supabase'

// ============================================================================
// Types (re-export all types from types module)
// ============================================================================

export * from './types'