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# Debugging Hub
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Use this hub for work that begins with a defect, regression, failing test, production issue, or confusing system behavior.
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If [DEPLOYMENT-PROFILE.md](../DEPLOYMENT-PROFILE.md) contains debugging defaults, apply those preferences before falling back to the generic routing in this hub.
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## When To Use
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- A test is failing and the cause is unclear
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- A user-reported bug needs reproduction and triage
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- The system behaves inconsistently across environments or inputs
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- A suspected regression needs careful isolation
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## Start With
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- [Bug Triage](../skills/debugging/bug-triage.md) to define the problem, impact, environment, and reproduction path
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- [Debugging Workflow](../skills/debugging/debugging-workflow.md) to isolate root cause and verify a fix
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## Combine With
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- [API and Backend Work](../skills/software/api-backend.md) when the issue is server-side or data-related
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- [Frontend UI Implementation](../skills/software/frontend-ui-implementation.md) when the issue is client-side or interaction-related
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- [Test Strategy](../skills/software/test-strategy.md) when the fix needs coverage
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- [Release and Change Summary](../skills/software/release-change-summary.md) when the resolution should be communicated clearly
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- [Incident Response and Stabilization](../skills/debugging/incident-response-stabilization.md) when the issue is live, user-impacting, or needs temporary containment before a full fix
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- [Observability and Operability](../skills/software/observability-operability.md) when logs, metrics, traces, or alerting gaps block diagnosis
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- [Performance Optimization](../skills/software/performance-optimization.md) when the problem is latency, throughput, memory, or rendering related
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