{ "description": "Expected outputs from all three senior-pm scripts when run against sample_project_data.json", "risk_matrix_analyzer": { "summary": { "total_risks": 6, "active_risks": 5, "closed_risks": 1, "critical_risks": 0, "high_risks": 1, "total_risk_exposure": 59.2, "average_risk_score": 11.84, "overdue_risks": 5 }, "risk_level_distribution": { "critical": 0, "high": 1, "medium": 3, "low": 1 }, "highest_risk_categories": [ "financial", "technical", "resource" ], "key_recommendations": [ "Focus mitigation efforts on financial risks - highest concentration of risk exposure", "Address overdue mitigation actions - more than 20% of risks are past their target resolution date" ], "top_risks": [ { "title": "Cloud migration budget overrun", "score": 16.8, "level": "high", "category": "financial" }, { "title": "Third-party API dependency for mobile banking app", "score": 14.4, "level": "medium", "category": "technical" }, { "title": "Key ML engineer departure risk", "score": 11.0, "level": "medium", "category": "resource" } ] }, "resource_capacity_planner": { "summary": { "total_resources": 6, "total_projects": 4, "active_projects": 2, "overall_utilization": 86.7 }, "utilization_analysis": { "optimal": 3, "over_utilized": 2, "critical": 1 }, "capacity_alerts": [ "CRITICAL: 1 resources are severely over-allocated (>95%)", "WARNING: 2 resources are over-allocated (85-95%)" ], "critical_resources": [ { "name": "Marcus Rodriguez", "role": "tech lead", "utilization": 100.0 } ], "available_capacity": { "Jennifer Walsh": "20% available (8h/week)", "Lisa Thompson": "30% available (12h/week)", "David Kim": "15% available (6h/week)" }, "key_recommendations": [ "URGENT: Redistribute workload for critically over-allocated resources to prevent burnout", "Review skill-to-project matching and consider reallocation for better efficiency" ] }, "project_health_dashboard": { "portfolio_overview": { "total_projects": 4, "active_projects": 3, "portfolio_average_score": 89.8, "projects_needing_attention": 0, "critical_projects": 0 }, "rag_status": { "green": 3, "amber": 0, "red": 0, "portfolio_grade": "healthy" }, "dimension_analysis": { "strongest": "timeline", "weakest": "quality", "dimension_scores": { "timeline": 100.0, "budget": 100.0, "scope": 100.0, "quality": 49.0, "risk": 100.0 } }, "project_performance": [ { "name": "Mobile Banking App v3.0", "score": 89.8, "status": "green", "priority": "high" }, { "name": "Cloud Infrastructure Migration", "score": 89.8, "status": "green", "priority": "critical" }, { "name": "AI-Powered Analytics Dashboard", "score": 89.8, "status": "green", "priority": "medium" } ], "key_recommendations": [ "Focus improvement efforts on quality - weakest portfolio dimension" ] }, "usage_examples": { "risk_analysis": { "command": "python3 scripts/risk_matrix_analyzer.py assets/sample_project_data.json", "description": "Generates comprehensive risk analysis with probability/impact matrix, category breakdown, and mitigation recommendations" }, "capacity_planning": { "command": "python3 scripts/resource_capacity_planner.py assets/sample_project_data.json", "description": "Analyzes resource utilization across portfolio, identifies capacity constraints and optimization opportunities" }, "portfolio_health": { "command": "python3 scripts/project_health_dashboard.py assets/sample_project_data.json", "description": "Provides executive dashboard view of portfolio health across multiple dimensions with RAG status" }, "json_output": { "command": "python3 scripts/[script_name].py assets/sample_project_data.json --format json", "description": "All scripts support JSON output format for integration with dashboards and reporting tools" } } }