error-handling-debug
When errors cascade instead of being contained — exception hierarchies, retry strategies, graceful degradation.
#operate
8 skills tagged operate · lifecycle axis.
incident-response
When production is down and the clock is ticking — triage, mitigate, and resolve outages with postmortem.
incident-response-flow
Master workflow for production incidents. Orchestrates incident-response (triage and mitigation) -> root-cause-analysis -> log-analysis -> decision-records -> auditor. No implementation logic.
log-analysis
When the answer is buried in 10,000 log lines — parsing, pattern recognition, event correlation, anomaly detection.
monitoring-setup
When you need to know something is broken before users tell you — SLIs/SLOs, alerting, distributed tracing.
profiling-analysis
When something is slow and you need proof of where — analyzes logs/traces to find bottlenecks and hotspots.
resource-awareness
Monitor constraints (memory, CPU, time, rate limits), adapt behavior gracefully.
root-cause-analysis
When the bug is a symptom, not the cause — 5-whys, fault trees, git bisection, symptom-to-cause mapping.