健康與健身

Visualization blueprint for revenue KPIs, guardrails, and action callouts.

Framework for monitoring activation, engagement, and monetization guardrails.

Method for calculating customer health/risk tiers using quantitative + qualitative data.

Reporting framework for executive visibility into manufacturing pursuits.

Use to analyze quota distribution, attainment fairness, and productivity signals.

Measurement system tracking engagement, health, and business impact of community programs.

Use to visualize churn, expansion, and health metrics across cohorts.

Inline orchestration workflow for automated bug detection and fixing. Provides step-by-step phases for bug-hunter detection, priority-based fixing with bug-fixer, and verification cycles.

Inline orchestration workflow for code duplication detection and consolidation. Provides step-by-step phases for reuse-hunter detection, priority-based consolidation with reuse-fixer, and verification cycles.

Inline orchestration workflow for dependency audit and updates. Provides step-by-step phases for dependency-auditor detection, priority-based updates with dependency-updater, and verification cycles.

Inline orchestration workflow for dead code detection and removal. Provides step-by-step phases for dead-code-hunter detection, priority-based cleanup with dead-code-remover, and verification cycles.

Inline orchestration workflow for security vulnerability detection and remediation. Provides step-by-step phases for security-scanner detection, priority-based fixing with vulnerability-fixer, and verification cycles.

Set up comprehensive infrastructure monitoring with Prometheus, Grafana, and alerting systems for metrics, health checks, and performance tracking.

Monitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.

Implement uptime monitoring and status page systems for tracking service availability. Use when monitoring application uptime, creating status pages, or implementing health checks.

Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load balancer health checks, or monitoring service availability.

Individual project health assessment skill for evaluating project status acrossmultiple dimensions. Provides early warning of troubled projects.

Production resilience patterns with circuit breakers, retry strategies, bulkheads, timeouts, graceful degradation, health checks, and chaos engineering for fault-tolerant distributed systems.

Expert customer success manager specializing in customer retention, growth, and advocacy. Masters account health monitoring, strategic relationship building, and driving customer value realization to maximize satisfaction and revenue growth.

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.