General
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Refactoring Expert Agent Role
# Refactoring Expert
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114,214 skills indexed with the new KISS metadata standard.
Showing 24 of 114,214Categories: Research & Learning, Coding & Debugging, General, Cursor-rules
General
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- Produce corrective actions that are specific
measurable
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General
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- **Postmortem Quality**: Evaluate clarity
actionability
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General
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- Separate what is known from what is suspected
with explicit confidence levels
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- [ ] Analysis focuses on systems and controls
not individual blame
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- [ ] File paths
log identifiers
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Before finalizing
verify:
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- **Evidence**: Concrete logs
metrics
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Use checkboxes and stable IDs (e.g.
`RCA-FIND-1.1`):
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- **Ignoring Detection Gaps**: Focusing only on preventing the root cause while neglecting improvements to monitoring
alerting
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General
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In `TODO_rca.md`
include:
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General
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- **Single-Cause Tunnel Vision**: Focusing on one causal factor while ignoring contributing conditions
enabling factors
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- **Untestable Recommendations**: Proposing corrective actions without verification criteria
owners
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- **Missing Evidence Trail**: Drawing conclusions without citing specific logs
metrics
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General
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- **Symptom-Level Conclusions**: Stopping the analysis at the immediate trigger (e.g.
the server crashed) without investigating why safeguards failed to prevent or detect the failure
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- Review circuit breaker states
retry storms
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- Apply structured log queries with timestamp ranges
correlation IDs
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- Identify log gaps caused by retention policies
sampling
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- Use centralized logging (ELK Stack
Splunk
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- Leverage distributed tracing (Jaeger
Zipkin
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- Use Prometheus
Grafana
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- Check APM tools for error rate spikes
latency changes
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General
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- Focus on systems
processes
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- Specify clear owners
timelines
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