// Package alignment provides project goal alignment assessment and tracking for the SLURP system. // // This package implements intelligent analysis of how well context and code components // align with defined project goals and objectives. It provides scoring, recommendation // generation, and alignment tracking to ensure development efforts remain focused on // project objectives and strategic direction. // // Key Features: // - Project goal definition and management // - Context-to-goal alignment scoring and analysis // - Alignment drift detection and alerting // - Goal progress tracking and reporting // - Strategic alignment recommendations // - Multi-dimensional goal assessment (technical, business, timeline) // - Role-specific goal perspectives and priorities // - Historical alignment trends and analytics // // Core Components: // - GoalManager: Definition and management of project goals // - AlignmentAnalyzer: Assessment of context alignment with goals // - ProgressTracker: Tracking goal achievement progress // - DriftDetector: Detection of alignment drift over time // - RecommendationEngine: Generation of alignment improvement suggestions // - MetricsCollector: Collection and analysis of alignment metrics // // Integration Points: // - pkg/slurp/context: Context analysis for goal alignment // - pkg/slurp/temporal: Historical alignment trend analysis // - pkg/slurp/intelligence: Intelligent goal assessment // - pkg/slurp/roles: Role-specific goal perspectives // - External project management systems: Goal synchronization // // Example Usage: // // manager := alignment.NewGoalManager(storage, intelligence) // ctx := context.Background() // // // Define project goals // goal := &ProjectGoal{ // Name: "Improve API Performance", // Description: "Reduce API response time by 50%", // Keywords: []string{"performance", "api", "latency"}, // Priority: 1, // Metrics: []string{"response_time", "throughput"}, // } // err := manager.CreateGoal(ctx, goal) // // // Assess context alignment with goals // analyzer := alignment.NewAlignmentAnalyzer(manager, intelligence) // score, err := analyzer.AssessAlignment(ctx, contextNode) // if err != nil { // log.Fatal(err) // } // // fmt.Printf("Alignment score: %.2f\n", score) // // // Get alignment recommendations // recommendations, err := analyzer.GetRecommendations(ctx, contextNode) // for _, rec := range recommendations { // fmt.Printf("Recommendation: %s (Priority: %d)\n", // rec.Description, rec.Priority) // } // // // Track goal progress // tracker := alignment.NewProgressTracker(manager, storage) // progress, err := tracker.GetGoalProgress(ctx, goal.ID) // fmt.Printf("Goal progress: %.2f%%\n", progress.CompletionPercentage) // // Goal-Context Alignment Model: // The alignment system uses multi-dimensional analysis to assess how well // context aligns with project goals. This includes semantic analysis of // content, keyword matching, purpose alignment, technology stack consistency, // and strategic objective correlation. The system provides both quantitative // scores and qualitative recommendations for improvement. // // Strategic Perspectives: // Different roles may have different perspectives on goal importance and // alignment priorities. The system supports role-specific goal weighting // and provides tailored alignment assessments for architects, developers, // product managers, and other stakeholder roles. // // Temporal Analysis: // Integration with the temporal system enables tracking of alignment changes // over time, identification of alignment drift patterns, and correlation // of alignment changes with project decisions and milestones. // // Performance Considerations: // - Cached goal definitions and alignment scores for performance // - Incremental alignment updates when context changes // - Background processing for comprehensive alignment analysis // - Efficient goal matching algorithms with indexed keywords // - Batched processing for large-scale alignment assessments // // Goal Lifecycle Management: // The system supports the full lifecycle of project goals including creation, // modification, prioritization, progress tracking, completion, and archival. // Goals can be hierarchical, interdependent, and time-bound with automatic // status updates based on progress metrics. package alignment