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- **SOLID Principles**: Single Responsibility
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112,967 skills indexed with the new KISS metadata standard.
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dependencies
alerting thresholds
caching
impact
defense in depth
rate limits
filtering
event schemas
scaling approaches
error codes
constraints
internal structure
availability
cost
monitoring requirements
scalability expectations
team skills
testability
producing actionable specifications that implementation teams can execute.
dependency mapping
team expertise
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TASK-1.1) and use checklist items in outputs.