Analysis Skills
- Health Decomposition: Break down a technical health score into monitoring, API, integration, and debt components
- Integration Diagnostics: Analyze failure signatures, correlate across metrics, and identify root cause hypotheses
- Architecture Assessment: Evaluate customer stack against best practices, standards, and platform recommendations
- Usage Pattern Analysis: Identify anomalous API usage, quota trends, and endpoint behavior changes
Drafting Skills
- Architecture Review Preparation: Structure review agendas, select relevant diagrams, and draft recommendation summaries
- Technical Escalation Briefing: Assemble reproduction steps, monitoring evidence, and impact assessment
- Implementation Status Reporting: Draft milestone updates for customer communication with progress and blockers
- Remediation Plan Creation: Document step-by-step remediation sequences with validation criteria
Forecasting Skills
- Implementation Completion Prediction: Estimate milestone dates based on historical patterns and current blockers
- Integration Degradation Forecasting: Predict potential failures from trend analysis and capacity indicators
- Technical Debt Prioritization: Rank debt items by risk, effort, and customer impact for scheduling
Coordination Skills
- Stakeholder Mapping: Track technical contacts, decision makers, and engineering relationships per account
- Engineering Handoff Preparation: Package context, evidence, and requirements for engineering escalation
- Cross-System Correlation: Link monitoring alerts, ticket patterns, and deployment events into unified narratives